From c9646cd0a1fbce10a8e270a2fb2ba67094c3a391 Mon Sep 17 00:00:00 2001 From: Nubenetes Bot Date: Mon, 13 Jul 2026 15:45:11 +0000 Subject: [PATCH] feat: sync V2 elite curated edition and README metrics [skip ci] --- README.md | 16 +- data/news_digest.json | 406 ++-- v2-docs/ChromeDevTools.md | 4 +- v2-docs/GoogleCloudPlatform.md | 38 +- v2-docs/about.md | 6 +- v2-docs/ai-agents-mcp.md | 6 +- v2-docs/ai.md | 72 +- v2-docs/angular.md | 11 +- v2-docs/ansible.md | 18 +- v2-docs/api.md | 16 +- v2-docs/appointment-scheduling.md | 4 +- v2-docs/argo.md | 11 +- v2-docs/aws-architecture.md | 4 +- v2-docs/aws-backup.md | 4 +- v2-docs/aws-containers.md | 4 +- v2-docs/aws-databases.md | 4 +- v2-docs/aws-devops.md | 4 +- v2-docs/aws-iac.md | 4 +- v2-docs/aws-miscellaneous.md | 4 +- v2-docs/aws-monitoring.md | 6 +- v2-docs/aws-networking.md | 17 +- v2-docs/aws-newfeatures.md | 4 +- v2-docs/aws-pricing.md | 4 +- v2-docs/aws-security.md | 25 +- v2-docs/aws-serverless.md | 4 +- v2-docs/aws-storage.md | 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v2-docs/ocp3.md | 18 +- v2-docs/ocp4.md | 105 +- v2-docs/openshift-pipelines.md | 7 +- v2-docs/openshift.md | 13 +- v2-docs/oraclecloud.md | 4 +- v2-docs/other-awesome-lists.md | 6 +- ...ormance-testing-with-jenkins-and-jmeter.md | 27 +- v2-docs/postman.md | 4 +- v2-docs/project-management-methodology.md | 19 +- v2-docs/project-management-tools.md | 4 +- v2-docs/prometheus.md | 46 +- v2-docs/public-cloud-solutions.md | 4 +- v2-docs/pulumi.md | 11 +- v2-docs/python.md | 10 +- v2-docs/qa.md | 11 +- v2-docs/rancher.md | 12 +- v2-docs/recruitment.md | 15 +- v2-docs/registries.md | 4 +- v2-docs/remote-tech-jobs.md | 11 +- v2-docs/scaffolding.md | 19 +- v2-docs/scaleway.md | 4 +- v2-docs/securityascode.md | 19 +- v2-docs/serverless.md | 17 +- v2-docs/servicemesh.md | 46 +- v2-docs/sonarqube.md | 4 +- v2-docs/sre.md | 32 +- v2-docs/stackstorm.md | 4 +- .../swagger-code-generator-for-rest-apis.md | 4 +- v2-docs/tags.md | 1626 ++++++++--------- v2-docs/tech-digest.md | 100 +- v2-docs/tekton.md | 7 +- v2-docs/terraform.md | 33 +- v2-docs/test-automation-frameworks.md | 15 +- v2-docs/testops.md | 4 +- v2-docs/topic-map.md | 388 ++-- v2-docs/uncategorized.md | 4 +- v2-docs/visual-studio.md | 25 +- v2-docs/web-servers.md | 31 +- v2-docs/web3.md | 4 +- v2-docs/workfromhome.md | 11 +- v2-docs/yaml.md | 8 +- 158 files changed, 3192 insertions(+), 2860 deletions(-) diff --git a/README.md b/README.md index e56ed42e..578c96db 100644 --- a/README.md +++ b/README.md @@ -140,9 +140,9 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T | Metric | Value | | :--- | :--- | -| **Total Technical Resources (Links)** | **18663+** | +| **Total Technical Resources (Links)** | **18662+** | | **Specialized MD Pages** | **162** | -| **Total Commits** | **6909+** | +| **Total Commits** | **6912+** | | **Primary AI Engine** | **Google Gemini (Agentic)** | @@ -180,7 +180,7 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem. | 6 | 2023 | 30 | 123 | Maintenance & Refinement | | 7 | 2024 | 53 | 218 | Curation Strategy Pivot | | 8 | 2025 | 5 | 20 | Stability & Research Phase | -| 9 | 2026 | 3350 | 13,835 | **Agentic AI Surge** (May 2026 Inception) | +| 9 | 2026 | 3353 | 13,847 | **Agentic AI Surge** (May 2026 Inception) | @@ -196,8 +196,8 @@ xychart-beta title "Nubenetes Annual Growth Metrics (2018–2026)" x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"] y-axis "Volume (Commits / Estimated New Refs)" 0 --> 14000 - bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 13835] - bar [350, 142, 2046, 531, 402, 30, 53, 5, 3350] + bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 13847] + bar [350, 142, 2046, 531, 402, 30, 53, 5, 3353] ``` @@ -208,7 +208,7 @@ xychart-beta | 2026-04 | 25 | 103 | Active Curation | | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** | | 2026-06 | 853 | 3,522 | Active Curation | -| 2026-07 | 371 | 1,532 | Active Curation | +| 2026-07 | 374 | 1,544 | Active Curation | ### 2.4. Content Distribution and Semantic Clustering @@ -221,7 +221,7 @@ This chart shows the high-level distribution across the primary domains of Cloud ```mermaid pie title Nubenetes Major Ecosystem Pillars - "Specialized Topics" : 4263 + "Specialized Topics" : 4262 "Kubernetes Ecosystem" : 3500 "Developer Ecosystem" : 3000 "Public/Private Cloud" : 2500 @@ -242,7 +242,7 @@ Reflecting Nubenetes' mission of global access while maintaining technical Engli ```mermaid pie title Linguistic Diversity (Global Access) - "English" : 16796 + "English" : 16795 "Spanish" : 1119 "French" : 186 "Others" : 559 diff --git a/data/news_digest.json b/data/news_digest.json index a4151007..0b566e24 100644 --- a/data/news_digest.json +++ b/data/news_digest.json @@ -191,7 +191,16 @@ "date": "2026-06-14", "stars": 5, "impact": "critical", - "why": "It acts as the secure, container-optimized base OS for Azure Kubernetes Service, minimizing footprint and maximizing security for cloud-native workloads.", + "why": "Provides a secure, lightweight, and container-optimized base operating system designed specifically to minimize overhead and maximize security inside AKS.", + "category": "Azure" + }, + { + "url": "https://github.com/azure/mission-critical-online", + "title": "github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical' Online Reference Implementation", + "date": "2025-01-14", + "stars": 5, + "impact": "critical", + "why": "Offers an industry-grade active-active reference template for engineering highly resilient, zero-downtime, cloud-native applications on Azure.", "category": "Azure" }, { @@ -200,43 +209,7 @@ "date": "2026-06-05", "stars": 5, "impact": "high", - "why": "It brings GitOps principles to Azure API Management, enabling teams to automate the configuration and deployment of API gateways.", - "category": "Azure" - }, - { - "url": "https://github.com/floci-io/floci-az", - "title": "floci-az", - "date": "2026-06-01", - "stars": 4, - "impact": "high", - "why": "It drastically simplifies the local development loop for cloud-native engineers by emulating core Azure services, including AKS and Functions, on a single local port.", - "category": "Azure" - }, - { - "url": "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", - "date": "2026-06-02", - "stars": 4, - "impact": "high", - "why": "It merges generative AI with modern IaC practices by allowing developers to generate and open Terraform manifests directly from Azure Copilot in VS Code.", - "category": "Azure" - }, - { - "url": "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", - "date": "2026-06-02", - "stars": 4, - "impact": "high", - "why": "It bridges enterprise secret management and secure networking by enabling managed HashiCorp Vault deployments within standard Azure hub-and-spoke architectures.", - "category": "Azure" - }, - { - "url": "https://github.com/azure/mission-critical-online", - "title": "github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical' Online Reference Implementation", - "date": "2025-01-14", - "stars": 5, - "impact": "high", - "why": "It provides an industry-grade architectural blueprint for building resilient, zero-downtime, active-active cloud applications on Azure.", + "why": "Brings declarative GitOps principles to Azure API Management, automating API extraction, publishing, and deployments across environments.", "category": "Azure" }, { @@ -245,25 +218,16 @@ "date": "2026-06-01", "stars": 5, "impact": "high", - "why": "It streamlines hybrid cloud-native testing by providing instant, automated sandbox environments for Azure Arc-enabled Kubernetes.", + "why": "Accelerates enterprise hybrid and multi-cloud strategies by providing automated, hands-on deployment sandboxes for Azure Arc-enabled Kubernetes.", "category": "Azure" }, { - "url": "https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be", - "title": "Azure Update 22nd May 2026", + "url": "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", "date": "2026-06-02", "stars": 4, - "impact": "medium", - "why": "This update highlights critical cloud-native advancements, specifically the automatic instrumentation of Azure Kubernetes Service with Application Insights.", - "category": "Azure" - }, - { - "url": "https://github.com/microsoft/finops-toolkit", - "title": "github.com/microsoft/finops-toolkit", - "date": "2026-06-10", - "stars": 5, - "impact": "medium", - "why": "It delivers the foundational open-source toolset for organizations to automate, standardize, and govern cloud financial operations across Azure.", + "impact": "high", + "why": "Establishes a secure enterprise integration pattern by making HashiCorp Vault Dedicated natively compatible with Azure hub-and-spoke networking architectures.", "category": "Azure" }, { @@ -272,7 +236,43 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "It serves as the premier native declarative infrastructure-as-code solution for Azure, simplifying resource provisioning over complex ARM templates.", + "why": "Serves as the modern standard for declarative Infrastructure as Code on Azure, simplifying and modularizing resource provisioning over complex ARM JSON.", + "category": "Azure" + }, + { + "url": "https://github.com/microsoft/finops-toolkit", + "title": "github.com/microsoft/finops-toolkit", + "date": "2026-06-10", + "stars": 5, + "impact": "high", + "why": "Standardizes cloud financial operations and cost management governance across enterprise-scale Azure environments.", + "category": "Azure" + }, + { + "url": "https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be", + "title": "Azure Update 22nd May 2026", + "date": "2026-06-02", + "stars": 4, + "impact": "high", + "why": "Tracks vital cloud-native platform advancements, including automatic Application Insights telemetry instrumentation for Azure Kubernetes Service.", + "category": "Azure" + }, + { + "url": "https://github.com/floci-io/floci-az", + "title": "floci-az", + "date": "2026-06-01", + "stars": 4, + "impact": "medium", + "why": "Significantly improves developer inner-loop productivity by emulating a wide suite of Azure services like AKS, Cosmos DB, and Key Vault locally.", + "category": "Azure" + }, + { + "url": "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", + "date": "2026-06-02", + "stars": 4, + "impact": "medium", + "why": "Signals a paradigm shift in developer experience by integrating generative AI prompts directly with local VS Code Terraform authoring workflows.", "category": "Azure" } ], @@ -283,7 +283,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "As the industry standard for GitOps-based continuous delivery, Argo CD is vital for synchronizing live Kubernetes cluster states with declarative Git configurations.", + "why": "The definitive industry standard for Kubernetes-native GitOps, enabling declarative, secure, and continuous application delivery.", "category": "CI/CD & GitOps" }, { @@ -292,7 +292,7 @@ "date": "2026-06-13", "stars": 5, "impact": "critical", - "why": "Flux v2 is a foundational CNCF graduated project that implements a highly parallelized, modular GitOps controller architecture for enterprise-grade reconciliation.", + "why": "A core CNCF GitOps engine that provides highly parallelized and decoupled multi-tenant reconciliation for Kubernetes clusters.", "category": "CI/CD & GitOps" }, { @@ -301,7 +301,7 @@ "date": "2026-06-14", "stars": 5, "impact": "critical", - "why": "Dagger represents a major paradigm shift in CI/CD by replacing brittle YAML pipelines with portable, code-driven workflows executed on BuildKit.", + "why": "Dagger introduces a paradigm shift by replacing complex, vendor-locked YAML pipelines with portable, code-based CI/CD environments built on BuildKit.", "category": "CI/CD & GitOps" }, { @@ -310,7 +310,7 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "Tekton Pipelines provides the definitive Kubernetes-native CI engine using custom resource definitions to run modular, containerized build steps.", + "why": "A powerful Kubernetes-native CI/CD framework that uses Custom Resource Definitions to standardize decentralized, step-based pipeline execution.", "category": "CI/CD & GitOps" }, { @@ -319,7 +319,16 @@ "date": "2026-06-08", "stars": 5, "impact": "high", - "why": "The tofu-controller natively brings GitOps principles to OpenTofu and Terraform, standardizing infrastructure-as-code execution within Kubernetes control planes.", + "why": "Extends GitOps mechanics to modern infrastructure-as-code, allowing teams to reconcile OpenTofu and Terraform resources natively in-cluster.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/kubernetes/test-infra/tree/master/prow", + "title": "Prow", + "date": "2026-06-13", + "stars": 5, + "impact": "high", + "why": "The highly scalable, decentralized CI/CD platform driving Kubernetes' own complex development ecosystem and open-source governance.", "category": "CI/CD & GitOps" }, { @@ -327,8 +336,8 @@ "title": "Helm", "date": "2026-06-14", "stars": 5, - "impact": "high", - "why": "Helm remains the indispensable package manager for Kubernetes, defining how cloud-native applications are structured, versioned, and shared across environments.", + "impact": "critical", + "why": "The foundational package manager for Kubernetes that powers modern declarative deployments and serves as a vital component in GitOps pipelines.", "category": "CI/CD & GitOps" }, { @@ -337,16 +346,7 @@ "date": "2026-06-14", "stars": 4, "impact": "high", - "why": "Keptn bridges continuous delivery and operations by orchestrating SLO-based quality gates and automated canary promotions using cloud-native control planes.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/argoproj/argo-cd/pull/26601", - "title": "feat(ui): Add AppSet to Application Resource Tree in Argo CD", - "date": "2026-06-14", - "stars": 5, - "impact": "high", - "why": "Integrating ApplicationSets directly into the Argo CD UI greatly simplifies the observability and visualization of complex, multi-tenant GitOps topologies.", + "why": "Implements advanced cloud-native application lifecycle management using automated, SLO-driven deployment evaluations and promotions.", "category": "CI/CD & GitOps" }, { @@ -355,7 +355,7 @@ "date": "2026-06-08", "stars": 5, "impact": "high", - "why": "This plugin is critical for hybrid enterprises modernizing legacy workloads, allowing Jenkins to dynamically scale isolated executor pods directly on Kubernetes.", + "why": "Bridges legacy Jenkins workloads with modern cloud-native architecture by dynamically scaling disposable worker pods directly inside Kubernetes.", "category": "CI/CD & GitOps" }, { @@ -363,8 +363,8 @@ "title": "github.com/glasskube/glasskube", "date": "2026-06-14", "stars": 5, - "impact": "high", - "why": "Glasskube introduces a next-generation package manager for Kubernetes, significantly improving package discovery, automated updates, and dependency management.", + "impact": "medium", + "why": "A next-generation Kubernetes package manager seeking to simplify deployment patterns and automatic updates compared to legacy tools.", "category": "CI/CD & GitOps" } ], @@ -737,22 +737,22 @@ } ], "Data, Messaging & Storage": [ + { + "url": "https://github.com/zalando/postgres-operator", + "title": "Zalando Postgres Operator", + "date": "2026-06-12", + "stars": 5, + "impact": "critical", + "why": "The industry-standard operator for deploying highly available PostgreSQL clusters with Patroni on Kubernetes.", + "category": "Data, Messaging & Storage" + }, { "url": "https://github.com/velero-io/velero", "title": "github.com/vmware-tanzu/velero", "date": "2026-06-12", "stars": 5, "impact": "critical", - "why": "Velero is the de facto industry standard for backing up and restoring Kubernetes persistent volumes and cluster state.", - "category": "Data, Messaging & Storage" - }, - { - "url": "https://github.com/CrunchyData/postgres-operator", - "title": "github.com/CrunchyData/postgres-operator", - "date": "2026-06-10", - "stars": 5, - "impact": "high", - "why": "Crunchy Postgres Operator is a leading enterprise-grade solution that automates highly available, declarative database orchestration on Kubernetes.", + "why": "The de facto open-source standard for backing up, restoring, and migrating Kubernetes cluster resources and persistent volumes.", "category": "Data, Messaging & Storage" }, { @@ -761,7 +761,7 @@ "date": "2026-06-01", "stars": 5, "impact": "high", - "why": "Debezium is the industry-standard log-based Change Data Capture (CDC) platform, powering modern real-time event-driven data pipelines.", + "why": "The industry-standard platform for log-based Change Data Capture (CDC), enabling real-time streaming of database modifications.", "category": "Data, Messaging & Storage" }, { @@ -769,8 +769,17 @@ "title": "Apache Flink", "date": "2026-06-01", "stars": 5, - "impact": "high", - "why": "Apache Flink is the leading distributed engine for real-time, stateful stream processing across global enterprise architectures.", + "impact": "critical", + "why": "The leading framework for stateful stream processing, offering sub-millisecond execution times for real-time event logs.", + "category": "Data, Messaging & Storage" + }, + { + "url": "https://kafka.apache.org", + "title": "Apache Kafka", + "date": "2026-06-01", + "stars": 5, + "impact": "critical", + "why": "The de facto industry-standard distributed event streaming platform used by thousands of enterprises.", "category": "Data, Messaging & Storage" }, { @@ -779,7 +788,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "Longhorn is a CNCF-graduated, highly resilient distributed block storage engine designed specifically for Kubernetes workloads.", + "why": "A graduated CNCF project providing lightweight, highly available, and reliable distributed block storage built natively for Kubernetes.", "category": "Data, Messaging & Storage" }, { @@ -788,7 +797,7 @@ "date": "2026-06-01", "stars": 5, "impact": "high", - "why": "OpenEBS is a versatile Container Attached Storage (CAS) platform that simplifies dynamic local and cloud-attached volume provisioning on Kubernetes.", + "why": "A leading Container Attached Storage (CAS) system that simplifies dynamic local and cloud-attached volume provisioning in Kubernetes.", "category": "Data, Messaging & Storage" }, { @@ -797,7 +806,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "Strimzi is the premier CNCF project for running, securing, and managing production-grade Apache Kafka clusters natively in Kubernetes.", + "why": "The premier CNCF project for running Apache Kafka natively on Kubernetes using the Operator pattern.", "category": "Data, Messaging & Storage" }, { @@ -806,7 +815,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "MinIO is the standard-bearer for high-performance, S3-compatible private object storage engineered natively for Kubernetes workloads.", + "why": "The industry-standard, high-performance, S3-compatible object storage platform optimized for cloud-native Kubernetes deployments.", "category": "Data, Messaging & Storage" }, { @@ -815,16 +824,7 @@ "date": "2026-06-01", "stars": 5, "impact": "high", - "why": "Redpanda represents a massive technical leap, offering a JVM-free, C++ powered Kafka-compatible streaming engine built on a thread-per-core model.", - "category": "Data, Messaging & Storage" - }, - { - "url": "https://github.com/zalando/postgres-operator", - "title": "Zalando Postgres Operator", - "date": "2026-06-12", - "stars": 5, - "impact": "high", - "why": "The Zalando Postgres Operator is a highly trusted, production-proven standard for orchestrating resilient, HA PostgreSQL clusters on Kubernetes.", + "why": "A modern, high-performance Kafka-compatible streaming platform written in C++ that eliminates JVM overhead and ZooKeeper dependencies.", "category": "Data, Messaging & Storage" } ], @@ -2605,7 +2605,7 @@ "date": "2026-06-01", "stars": 5, "impact": "critical", - "why": "Argo CD is the undisputed industry standard for declarative, GitOps-based continuous delivery on Kubernetes clusters.", + "why": "The absolute industry standard for declarative GitOps continuous delivery on Kubernetes clusters, securing widespread enterprise adoption.", "category": "CI/CD & GitOps" }, { @@ -2614,25 +2614,7 @@ "date": "2026-06-13", "stars": 5, "impact": "critical", - "why": "Flux v2 is a foundational CNCF-graduated project that provides highly decoupled, automated reconciliation for GitOps-centric platforms.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://nubenetes.com/helm", - "title": "Helm", - "date": "2026-06-14", - "stars": 5, - "impact": "critical", - "why": "Helm remains the ubiquitous package manager for Kubernetes, serving as the packaging bedrock for almost all modern cloud-native deployment pipelines.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/tektoncd/pipeline", - "title": "github: Tekton Pipelines", - "date": "2026-06-14", - "stars": 5, - "impact": "critical", - "why": "Tekton Pipelines is a major CNCF CI/CD framework that standardizes cloud-native, container-first pipeline construction natively through CRDs.", + "why": "Rebuilt from the ground up as the GitOps Toolkit, providing highly decoupled, parallel reconciliation of Kubernetes configurations.", "category": "CI/CD & GitOps" }, { @@ -2641,7 +2623,7 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "Dagger introduces a powerful paradigm shift in CI/CD by replacing rigid YAML setups with pipeline configurations written in general-purpose programming languages via BuildKit.", + "why": "A highly novel devkit that replaces complex YAML pipelines with code-based execution engines running natively on BuildKit.", "category": "CI/CD & GitOps" }, { @@ -2650,7 +2632,25 @@ "date": "2026-06-08", "stars": 5, "impact": "high", - "why": "The tofu-controller bridges infrastructure-as-code and GitOps by natively reconciling OpenTofu and Terraform resources directly inside Kubernetes.", + "why": "Directly reconciles OpenTofu and Terraform configurations natively within Kubernetes using standard GitOps principles.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/tektoncd/pipeline", + "title": "github: Tekton Pipelines", + "date": "2026-06-14", + "stars": 5, + "impact": "high", + "why": "Provides the foundational Kubernetes-native, declarative CI/CD framework using modular Custom Resource Definitions.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://nubenetes.com/helm", + "title": "Helm", + "date": "2026-06-14", + "stars": 5, + "impact": "high", + "why": "The indispensable package manager and templating standard for versioning and deploying Kubernetes resources.", "category": "CI/CD & GitOps" }, { @@ -2659,7 +2659,7 @@ "date": "2026-06-14", "stars": 4, "impact": "high", - "why": "Keptn advances automated lifecycle orchestration by integrating SLO-based evaluations and standardized canary promotions into the release loop.", + "why": "An enterprise-grade orchestration control plane enabling SLO-driven automated canary validation and application life cycles.", "category": "CI/CD & GitOps" }, { @@ -2668,16 +2668,7 @@ "date": "2026-06-13", "stars": 5, "impact": "high", - "why": "Prow provides an incredibly powerful, Kubernetes-native CI/CD engine built specifically to govern and scale large-source cloud-native ecosystems.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/glasskube/glasskube", - "title": "github.com/glasskube/glasskube", - "date": "2026-06-14", - "stars": 5, - "impact": "high", - "why": "Glasskube is a highly promising, next-generation Kubernetes package manager written in Go that challenges legacy tools with simplified updates and dependency routing.", + "why": "A powerful Kubernetes-native engine designed specifically to handle policy-driven, large-scale open-source project governance.", "category": "CI/CD & GitOps" }, { @@ -2686,7 +2677,16 @@ "date": "2026-06-08", "stars": 5, "impact": "high", - "why": "The Jenkins Kubernetes plugin is a critical bridge for enterprise migration, allowing legacy pipelines to execute inside dynamically provisioned, isolated cloud-native environments.", + "why": "A vital enterprise bridge that dynamically scales resources by provisioning isolated Jenkins worker pods on-demand inside Kubernetes.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/glasskube/glasskube", + "title": "github.com/glasskube/glasskube", + "date": "2026-06-14", + "stars": 5, + "impact": "medium", + "why": "An emerging next-generation Kubernetes package manager written in Go that simplifies cloud-native dependency management.", "category": "CI/CD & GitOps" } ], @@ -5013,49 +5013,22 @@ } ], "CI/CD & GitOps": [ - { - "url": "https://argoproj.github.io/argo-cd", - "title": "Argo CD", - "date": "2026-06-01", - "stars": 5, - "impact": "critical", - "why": "De facto industry standard for declarative GitOps continuous delivery on Kubernetes.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/fluxcd/flux2", - "title": "github: Flux Version 2", - "date": "2026-06-13", - "stars": 5, - "impact": "critical", - "why": "Core CNCF GitOps engine enabling highly parallelized, decoupled, and secure cluster state reconciliation.", - "category": "CI/CD & GitOps" - }, { "url": "https://nubenetes.com/helm", "title": "Helm", "date": "2026-06-14", "stars": 5, "impact": "critical", - "why": "The absolute standard for packaging, dependency management, and templating Kubernetes resources across CI/CD pipelines.", + "why": "As the de facto package manager for Kubernetes, Helm remains the core standard for packaging and deploying cloud-native applications.", "category": "CI/CD & GitOps" }, { - "url": "https://github.com/dagger/dagger", - "title": "==dagger/dagger: Dagger is a portable devkit for CICD==", + "url": "https://github.com/argoproj/argo-cd/pull/26601", + "title": "feat(ui): Add AppSet to Application Resource Tree in Argo CD", "date": "2026-06-14", "stars": 5, - "impact": "high", - "why": "A major paradigm shift in CI/CD, enabling portable, multi-language pipelines executed natively on BuildKit without YAML sprawl.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/flux-iac/tofu-controller", - "title": "github.com/flux-iac/tofu-controller", - "date": "2026-06-08", - "stars": 5, - "impact": "high", - "why": "Brings the power of GitOps to infrastructure-as-code by natively reconciling OpenTofu inside Kubernetes.", + "impact": "medium", + "why": "This enhancement resolves a major observability bottleneck by mapping complex, multi-tenant ApplicationSet topologies directly in the Argo CD dashboard.", "category": "CI/CD & GitOps" }, { @@ -5064,7 +5037,52 @@ "date": "2026-06-14", "stars": 5, "impact": "high", - "why": "CNCF-hosted framework for building decentralized, Kubernetes-native CI/CD pipelines using custom resources.", + "why": "Tekton provides the standard, highly scalable Kubernetes-native framework for building modular and declarative CI/CD pipelines.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/dagger/dagger", + "title": "==dagger/dagger: Dagger is a portable devkit for CICD==", + "date": "2026-06-14", + "stars": 5, + "impact": "critical", + "why": "Dagger introduces a paradigm shift in CI/CD by replacing brittle YAML pipelines with portable, container-native code written in general-purpose languages.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/glasskube/glasskube", + "title": "github.com/glasskube/glasskube", + "date": "2026-06-14", + "stars": 5, + "impact": "high", + "why": "Glasskube offers a next-generation approach to Kubernetes package management, streamlining installation, dependency resolution, and automated updates.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/fluxcd/flux2", + "title": "github: Flux Version 2", + "date": "2026-06-13", + "stars": 5, + "impact": "critical", + "why": "Flux v2 is a foundational CNCF graduated project that defines modern GitOps continuous delivery through its powerful GitOps Toolkit controllers.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://github.com/flux-iac/tofu-controller", + "title": "github.com/flux-iac/tofu-controller", + "date": "2026-06-08", + "stars": 5, + "impact": "high", + "why": "This controller natively bridges Infrastructure-as-Code and GitOps by enabling continuous, automated reconciliation of OpenTofu and Terraform resources.", + "category": "CI/CD & GitOps" + }, + { + "url": "https://argoproj.github.io/argo-cd", + "title": "Argo CD", + "date": "2026-06-01", + "stars": 5, + "impact": "critical", + "why": "Argo CD is the industry-standard declarative GitOps tool, vital for maintaining real-time alignment between Git configurations and active Kubernetes clusters.", "category": "CI/CD & GitOps" }, { @@ -5073,16 +5091,7 @@ "date": "2025-06-01", "stars": 5, "impact": "high", - "why": "Enables GitOps practices for legacy Jenkins infrastructure by managing the entire controller state via a single configuration file.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/jenkinsci/kubernetes-plugin", - "title": "kubernetes-plugin: Kubernetes plugin for Jenkins 🌟", - "date": "2026-06-08", - "stars": 5, - "impact": "high", - "why": "Critical for scaling legacy CI workloads by dynamically provisioning on-demand build agent pods directly inside Kubernetes.", + "why": "Jenkins Configuration as Code modernizes traditional CI infrastructure by allowing entire Jenkins instances to be managed declaratively via YAML.", "category": "CI/CD & GitOps" }, { @@ -5091,16 +5100,7 @@ "date": "2026-06-14", "stars": 4, "impact": "high", - "why": "Enterprise-grade CNCF control plane that automates SLO-based evaluations and continuous delivery promotions.", - "category": "CI/CD & GitOps" - }, - { - "url": "https://github.com/kubernetes/test-infra/tree/master/prow", - "title": "Prow", - "date": "2026-06-13", - "stars": 5, - "impact": "high", - "why": "Powerful Kubernetes-native CI/CD engine built specifically to govern massive-scale open-source project repositories.", + "why": "Keptn shifts delivery quality-assurance left by providing a standardized, SLO-driven control plane for cloud-native application orchestration.", "category": "CI/CD & GitOps" } ], @@ -6980,15 +6980,15 @@ "method": "gemini" }, "Azure": { - "last_analyzed": "2026-06-19T14:39:47.685192+02:00", - "entry_hash": "c2fe009a7ce6c67a", - "entry_count": 157, + "last_analyzed": "2026-07-13T17:43:27.109723+02:00", + "entry_hash": "eb7ac7a463cb85f2", + "entry_count": 156, "method": "gemini" }, "CI/CD & GitOps": { - "last_analyzed": "2026-06-19T14:40:09.006881+02:00", - "entry_hash": "bdfdfeb4382f9745", - "entry_count": 400, + "last_analyzed": "2026-07-13T17:43:40.953322+02:00", + "entry_hash": "5fdb5e0e1e567234", + "entry_count": 398, "method": "gemini" }, "Python, Java & Developer Ecosystem": { @@ -7016,9 +7016,9 @@ "method": "gemini" }, "Data, Messaging & Storage": { - "last_analyzed": "2026-07-11T12:21:58.675523+02:00", - "entry_hash": "1d6cf527d53dfee2", - "entry_count": 349, + "last_analyzed": "2026-07-13T17:43:55.204597+02:00", + "entry_hash": "cbc566c41d413c09", + "entry_count": 348, "method": "gemini" }, "Infrastructure as Code": { @@ -7144,9 +7144,9 @@ "method": "gemini" }, "CI/CD & GitOps": { - "last_analyzed": "2026-07-01T11:40:17.604744+02:00", - "entry_hash": "8e83bec317fd873a", - "entry_count": 401, + "last_analyzed": "2026-07-13T17:44:12.931260+02:00", + "entry_hash": "0137860156e326fb", + "entry_count": 400, "method": "gemini" }, "Python, Java & Developer Ecosystem": { @@ -7308,9 +7308,9 @@ "method": "gemini" }, "CI/CD & GitOps": { - "last_analyzed": "2026-07-01T11:44:41.533014+02:00", - "entry_hash": "10040284e4cc3ca9", - "entry_count": 447, + "last_analyzed": "2026-07-13T17:44:40.013113+02:00", + "entry_hash": "f04d96b3a61338e2", + "entry_count": 446, "method": "gemini" }, "Python, Java & Developer Ecosystem": { @@ -7440,6 +7440,6 @@ "method": "fallback_small" } }, - "last_updated": "2026-07-13T06:31:49.900044+02:00" + "last_updated": "2026-07-13T17:44:41.020477+02:00" } } \ No newline at end of file diff --git a/v2-docs/ChromeDevTools.md b/v2-docs/ChromeDevTools.md index 7828162b..2685bdeb 100644 --- a/v2-docs/ChromeDevTools.md +++ b/v2-docs/ChromeDevTools.md @@ -24,7 +24,7 @@ description: "Curated, AI-ranked Chromedevtools resources for the 2026 Cloud Nat - **(2021)** [digitalocean.com: How To Debug Node.js with the Built-In Debugger and Chrome DevTools](https://www.digitalocean.com/community/tutorials/how-to-debug-node-js-with-the-built-in-debugger-and-chrome-devtools) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” A comprehensive tutorial on attaching Chrome DevTools directly to Node.js backend processes. Step-by-step guidance on setting execution break points, inspecting call stacks, and detecting memory leaks. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/GoogleCloudPlatform.md b/v2-docs/GoogleCloudPlatform.md index ff921eef..2ac9b4dd 100644 --- a/v2-docs/GoogleCloudPlatform.md +++ b/v2-docs/GoogleCloudPlatform.md @@ -101,6 +101,20 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### Cloud Shell - **(2026)** [New Cloud Shell Editor: Get your first cloud-native app running in minutes](https://cloud.google.com/blog/products/application-development/introducing-cloud-shell-editor) [COMMUNITY-TOOL] β€” Introduces GCP's modernized web-based IDE powered by Eclipse Theia. It provides a preconfigured container workspace, dynamic terminal access, and direct integration with local source controls. +### GCP Ecosystem + +#### CICD + + - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [YAML CONTENT] [COMMUNITY-TOOL] β€” Google Cloud's serverless continuous integration and continuous delivery platform, enabling high-performance builds across multiple languages. The curator highlights its deep integration with GKE and secure Docker artifact pipelines. Live telemetry confirms that Cloud Build is highly effective for cost-sensitive scaling operations due to its pay-as-you-go billing model. +#### DevOps Frameworks + + - **(2026)** [cloud.google.com: DevOps](https://cloud.google.com/devops) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Google Cloud's primary DevOps hub, anchoring its research around DORA (DevOps Research and Assessment) and native cloud capabilities like Cloud Build and GKE. Curator reviews emphasize high-velocity software delivery architectures. Modern GCP engineering patterns rely on these principles to deploy secure, distributed, and containerized architectures on Google Cloud Platform. +#### Developer Tools + + - **(2026)** [Cloud Developer Tools](https://cloud.google.com/products/tools) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A comprehensive directory of Google Cloud developer tools, spanning Cloud Shell, Artifact Registry, and Cloud Code extensions. The curator highlights its streamline-driven integration with local IDE environments. Live platform development metrics show these tools dramatically reduce local setup time for developers building serverless applications or microservices targeted at GCP. +#### IDE Integrations + + - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” A powerful suite of IDE plugins (VS Code, IntelliJ) designed to accelerate development of cloud-native systems on GCP. Curator highlights focus on debugging Kubernetes clusters directly from local workstations. Live engineering teams use Cloud Code to minimize the gap between local code changes and GCP deployment environments, driving faster development feedback loops. ### Google Cloud Platform (1) #### Product Catalog @@ -175,6 +189,11 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### Product Catalog (1) - **(2026)** [**googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet**](https://cloud.google.com/products) [HTML CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google's official product portal mapping its enterprise suite of cloud computing, data analytics, and machine learning services. Serves as a primary reference for system architects evaluating Google's managed offerings, providing documentation and pathing for product integration. +### Google Kubernetes Engine GKE + +#### GKE Core + + - **(2025)** [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Core landing documentation for Google Kubernetes Engine (GKE), highlighting GKE's industry-standard capabilities. Specifically focuses on setting up node pools with custom kernel parameters, eliminating post-bootstrap script workarounds. Provides the baseline reference for standard-setting enterprise container management. ## Cloud Strategy ### Service Mapping @@ -182,16 +201,23 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### GCP Translation - **(2026)** [cloud.google.com: Compare AWS and Azure services to Google Cloud](https://docs.cloud.google.com/docs/get-started/aws-azure-gcp-service-comparison) [COMMUNITY-TOOL] β€” Google Cloud's official engineering guide to translating AWS and Azure infrastructure paradigms into GCP equivalents. It describes VPC networks, database engines, and container services. Live grounding establishes its role as the industry-standard translation manual for cross-cloud architects. -## Containers and Orchestration +## Cluster Management ### Gitops +#### Config Sync + + - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Config Sync is Google Cloud's GitOps-native configuration engine optimized for Anthos and GKE clusters. It securely syncs cluster state configurations and namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous validation. +## Containers and Orchestration + +### Gitops (1) + #### Config Connector - **(2020)** [==github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector==](https://github.com/GoogleCloudPlatform/k8s-config-connector) ⭐ 1042 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Config Connector is a Kubernetes Custom Resource Definition (CRD) controller that allows operators to manage Google Cloud resources natively as if they were standard Kubernetes objects. It bridges GitOps configurations with physical cloud infrastructure provisioning. ## DevOps and Delivery -### CICD +### CICD (1) #### Containerization @@ -210,7 +236,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat #### Industry Assessment - **(2022)** [infoq.com: Google's Managed Continuous Delivery Service for Kubernetes Moves to GA](https://www.infoq.com/news/2022/02/google-cloud-deploy) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical industry overview reporting on Google Cloud Deploy’s general availability. Analyzes its competitive positioning against GitOps tools (ArgoCD, Flux) and how it simplifies CI/CD platform engineering for cloud-native enterprises. -### Developer Tools +### Developer Tools (1) #### CLI Automation @@ -225,7 +251,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2021)** [cloud.google.com: Declarative Export. Build your perfect Google Cloud infrastructure using Terraform and the gcloud CLI](https://cloud.google.com/blog/products/application-development/google-cloud-cli-declarative-export-preview) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Outlines the gcloud CLI declarative export feature, allowing operators to automatically translate active GCP live resource states into production-ready Terraform configurations or Kubernetes Config Connector manifests. ## Devsecops -### CICD (1) +### CICD (2) #### Hybrid Cloud Architecture @@ -309,7 +335,7 @@ description: "Top Googlecloudplatform resources for 2026, AI-ranked: db-auth-gat - **(2026)** [github.com/GoogleCloudPlatform](https://github.com/GoogleCloudPlatform) [MULTI CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The master landing organization for Google Cloud Platform's open-source projects, APIs, and CLI utilities. Holds structural frameworks, SDKs, and enterprise infrastructure design tools. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) | [Oraclecloud](./oraclecloud.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/about.md b/v2-docs/about.md index fa2e74eb..36cfad6d 100644 --- a/v2-docs/about.md +++ b/v2-docs/about.md @@ -206,7 +206,7 @@ While certifications like CKA are prominent on CVs, they are frequently utilized #### Terraform Boilerplates ??? note "Terraform Kubernetes Boilerplates 🌟" - **[Access Resource](https://nubenetes.com/terraform/)** 🌟🌟🌟🌟🌟 | Level: Advanced + **[Access Resource](https://nubenetes.com/terraform)** 🌟🌟🌟🌟🌟 | Level: Advanced A library of enterprise-stable Terraform templates configured specifically for modern Kubernetes environments (EKS, GKE, AKS). Includes pre-tested infrastructure specifications for VPC topologies, private nodes, and dynamic ingress setups. @@ -242,7 +242,7 @@ While certifications like CKA are prominent on CVs, they are frequently utilized - [DZone: Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==DZone: Defining Day-2 Operations== in the Kubernetes Tools ecosystem. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [AWS Architecture](./aws-architecture.md) | [AWS Tools Scripts](./aws-tools-scripts.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Other Awesome Lists](./other-awesome-lists.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index 3dc9ad99..753ef0f5 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -1,5 +1,5 @@ --- -description: "Top AI Agents MCP resources for 2026, AI-ranked: Claude Code Best Practice, Awesome MCP Servers and more β€” curated Cloud Native tools, guides and references." +description: "Top AI Agents MCP resources for 2026, AI-ranked: vLLM on Kubernetes, Awesome MCP Servers and more β€” curated Cloud Native tools, guides and references." --- # AI Agents and Model Context Protocol (MCP) for Kubernetes @@ -398,7 +398,7 @@ Core technical aims: * **Technical Significance**: Redefines open-source collaboration, demonstrating a paradigm where human and AI agents securely build and maintain a massive public codebase. --- -πŸ’‘ **Explore Related:** [MLOps](./mlops.md) | [AI](./ai.md) | [ChatGPT](./chatgpt.md) +πŸ’‘ **Explore Related:** [AI](./ai.md) | [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/ai.md b/v2-docs/ai.md index 3775414b..db2d7d08 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -1,5 +1,5 @@ --- -description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skills for Real Engineers and more β€” curated Cloud Native tools, guides and references." +description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Awesome MCP Servers and more β€” curated Cloud Native tools, guides and references." --- # Artificial Intelligence @@ -9,6 +9,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill !!! info "Architectural Context" Detailed reference for Artificial Intelligence in the context of AI. +## AI and Agents + +### Environments + +#### Cloud Agents + + - **(2025)** [Development Environments for Cloud Agents](https://cursor.com/blog/cloud-agent-development-environments) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analysis of building custom sandboxes and isolated development runtimes for LLM-based autonomous cloud agents. Discusses secure API mocking, resource isolation, and state rollbacks. ## AI and Orchestration ### Agentic Workflows @@ -16,6 +23,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Command-line Tools - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) ⭐ 2853 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An official command-line tool from Google built to design, test, and deploy agentic AI workflows. Leveraging the Model Context Protocol (MCP) and Google LLM APIs, it facilitates automated task orchestration across local filesystems and remote cloud APIs. +## AI and Platform Engineering + +### AI Assistants + +#### Developer Productivity + + - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Details Google's launch of Gemini Code Assist, leveraging a vast token context window. Emphasizes integration within internal IDEs and Google Cloud Platform services to challenge the GitHub Copilot ecosystem. ## AI Engineering ### Model Context Protocol @@ -29,10 +43,10 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### General Reference + - [guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI 🌟🌟🌟](https://www.guru99.com/ai-tutorial.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI== 🌟🌟🌟 in the Kubernetes Tools ecosystem. - [Docker for LLMs](https://www.docker.com/llm) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker for LLMs in the Kubernetes Tools ecosystem. - [Discussion: Where is AI Still Completely Useless?](https://www.reddit.com/r/Terraform/comments/1l7my1x/where_is_ai_still_completely_useless_for) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Discussion: Where is AI Still Completely Useless? in the Kubernetes Tools ecosystem. - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Tech companies cutting devs for AI in the Kubernetes Tools ecosystem. - - [guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI 🌟🌟🌟](https://www.guru99.com/ai-tutorial.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI== 🌟🌟🌟 in the Kubernetes Tools ecosystem. ## Architecture and Visualization ### Interactive Diagramming @@ -126,7 +140,7 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill ### Prompt Engineering -#### Developer Productivity +#### Developer Productivity (1) - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) ⭐ 3761 [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A master curation of system-level prompt templates specifically optimized for Google NotebookLM. It accelerates complex source material ingestions, contextual extractions, and structured summarizing processes for technical architects. (Live Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering documentation maintenance). ## Artificial Intelligence and Machine Learning @@ -169,6 +183,7 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Kubernetes Troubleshooting (1) + - **(2023)** [k8sgpt.ai](https://k8sgpt.ai) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An innovative, community-driven tool that integrates LLMs directly with Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies, and system logs, k8sgpt provides clear explanations and automated remediation commands. It is a premier tool in the shift towards AI-powered autonomous operations (AIOps). - **(2023)** [collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [GO CONTENT] [COMMUNITY-TOOL] β€” Focuses on the Kubectl OpenAI plugin, showing how natural language commands can be compiled directly into active Kubernetes cluster API calls. It simplifies YAML definition generation and debugging workflows, lowering barrier-to-entry. A great case study in operations-focused developer tooling. ### Infrastructure As Code (1) @@ -209,6 +224,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Education Tooling - **(2023)** [Quiz Grader](https://github.com/ned1313/quiz-grader) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. Processes markdown-based inputs to generate structured performance assessments, supporting classroom and self-assessment operations. +### Infrastructure As Code (2) + +#### AI Integration (1) + +##### Terraform + + - **(2024)** [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β€” Examines workflow improvements, automated code validation, and prompt-to-infrastructure engineering using modern LLM integrations in Terraform development lifecycles. ## Developer Experience ### Ai-assisted Coding @@ -220,7 +242,7 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Cursor IDE - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [NONE CONTENT] [GUIDE] [LEGACY] β€” An educational program designed to train engineers on utilizing the Cursor AI code editor effectively. The curriculum covers foundational concepts of context inclusion, codebase indexing, and multi-file code transformations. It teaches developers how to write highly optimized prompts to synthesize software architecture and debug legacy systems directly inside the IDE. -## Developer Productivity (1) +## Developer Productivity (2) ### Ides @@ -237,6 +259,13 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Prompt Templates - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) ⭐ 28036 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Claude Code Templates is an extensive community library containing structured system designs, context guidelines, and prompt schemas optimized for Anthropic's Claude Code and CLI. It helps teams configure context-aware coding agents that integrate smoothly into microservice development cycles. +## Emerging Technology + +### Machine Learning + +#### Course + + - **(2024)** [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Google's structured technical course on ML foundations. Covers gradient descent, model loss, deep neural networks, and scalable tensor processing, serving as an entry point for engineers integrating ML systems into modern APIs. ## Enterprise Architecture ### Aiops and Observability @@ -268,18 +297,32 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Automated Optimization - **(2025)** [==CAST AI==](https://cast.ai) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Introduces CAST AI, an automated cost-reduction system for EKS, AKS, and GKE. Highlights how its real-time algorithms adjust cluster sizing, configure spot instances, and scale down resources without manual developer effort. +## Infrastructure + +### Artificial Intelligence (2) + +#### Hardware Acceleration + + - **(2025)** [Cerebras AI](https://www.cerebras.ai) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Dedicated AI computer systems utilizing Wafer-Scale Engine (WSE) technology. Delivers unprecedented compute density and memory bandwidth to train large-scale neural networks without the distributed communication overhead of traditional GPU clusters. ## Kubernetes and Platform Engineering ### Platform Engineering Trends -#### AI Integration (1) +#### AI Integration (2) - **(2024)** [platformengineering.org: AI is changing the future of platform engineering. Are you ready?](https://platformengineering.org/blog/ai-is-changing-the-future-of-platform-engineering-are-you-ready) [COMMUNITY-TOOL] β€” Discusses how generative AI is shifting internal developer platform (IDP) dynamics. Details how AI assistance simplifies configuration management, infrastructure provisioning, and self-service portals for developer teams. +## Software Architecture and .NET Development + +### Artificial Intelligence (3) + +#### Agent Integration + + - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines methods for extending autonomous AI coding agents with direct .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute C# compilations, format files, and interact natively with code bases. ## Software Engineering ### AI Tools -#### Developer Productivity (2) +#### Developer Productivity (3) - **(2024)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep dive into the engineering capabilities of GitHub Copilot's 'Agent Mode.' It details how the agent acts autonomously to analyze workspace dependencies, generate multi-file modifications, run localized compilations, and iterate on test suites based on natural language prompts. ### Ai-assisted Development @@ -293,9 +336,15 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Industry Impact - **(2023)** [xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos](https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” A comprehensive expert-driven review of how GPT-4 and Copilot have structurally altered the software engineering lifecycle. Evaluates productivity shifts, risks of cognitive offloading, and structural changes in junior developer onboarding processes. +#### LLM Prompting + + - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β€” A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic's Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews. #### Multi-repository Architecture - **(2025)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details advanced patterns for orchestrating automated codebase modifications across distributed multi-repository environments using AI workspaces. Evaluates dependency resolution, unified context indexing, and coordinate git-commit strategies during systemic API breaking updates. +#### Next-gen Platforms + + - **(2023)** [computerhoy.com: GitHub Copilot X: asΓ­ es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores](https://computerhoy.20minutos.es) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analyzes the technical specifications of Copilot X, including terminal tool integration, automated PR description synthesis, and integrated chat widgets. Examines the performance gains from switching to OpenAI's GPT-4 framework. ### Command-line Utilities #### Terminal Emulators @@ -311,9 +360,16 @@ description: "Top AI resources for 2026, AI-ranked: Claude Code Templates, Skill #### Core Architectures - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. +## Specialized AI Applications + +### Healthcare Systems + +#### Voice Assistants + + - **(2025)** [Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [COMMUNITY-TOOL] β€” Examines Microsoft's Dragon Copilot, the healthcare industry's first unified voice AI assistant. It streamlines clinical documentation, automates repetitive administrative tasks, and securely surfaces critical patient records within strict HIPAA compliance parameters. --- -πŸ’‘ **Explore Related:** [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) | [AI Agents MCP](./ai-agents-mcp.md) +πŸ’‘ **Explore Related:** [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/angular.md b/v2-docs/angular.md index a3f97e17..0c23d4cf 100644 --- a/v2-docs/angular.md +++ b/v2-docs/angular.md @@ -9,6 +9,13 @@ description: "Curated, AI-ranked Angular resources for the 2026 Cloud Native arc !!! info "Architectural Context" Detailed reference for Angular framework in the context of Developer Ecosystem. +## App Development + +### Frontend + +#### Continuous Delivery + + - **(2019)** [developers.redhat.com: Handling Angular environments in continuous delivery with Red Hat OpenShift](https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift) [TYPESCRIPT CONTENT] [ENTERPRISE-STABLE] [GUIDE] β€” Details clean patterns for deploying Angular-based web applications on OpenShift. Demonstrates injecting environment variables at container start time instead of packaging distinct, static bundles for each target environment. ## Frontend Development ### Web Frameworks @@ -21,7 +28,7 @@ description: "Curated, AI-ranked Angular resources for the 2026 Cloud Native arc - **(2026)** [angular.io: Building and serving Angular apps](https://angular.dev/guide/build) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official instructions covering deployment execution and active asset compilation within the Angular CLI environment. Emphasizes production bundling configurations, static asset caching, and lazy loading strategies. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/ansible.md b/v2-docs/ansible.md index a3e3c90d..f6b1a3d6 100644 --- a/v2-docs/ansible.md +++ b/v2-docs/ansible.md @@ -19,10 +19,10 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” #### General Reference + - [Dzone: Running Ansible Playbooks From Jenkins](https://dzone.com/articles/running-ansible-playbooks-from-jenkins) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem. - [Dzone: Part 2: Deploying Applications](https://dzone.com/articles/part-2-deploying-applications) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Part 2: Deploying Applications in the Kubernetes Tools ecosystem. - [Dzone: 10 easy to use modules in ansible](https://dzone.com/articles/10-easy-to-use-modules-in-ansible-1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: 10 easy to use modules in ansible in the Kubernetes Tools ecosystem. - [Dzone: Running Ansible at Scale](https://dzone.com/articles/running-ansible-at-scale) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Ansible at Scale in the Kubernetes Tools ecosystem. - - [Dzone: Running Ansible Playbooks From Jenkins](https://dzone.com/articles/running-ansible-playbooks-from-jenkins) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem. - [stackoverflow.com: Ansible playbook to execute Oracle script](https://stackoverflow.com/questions/41796466/ansible-playbook-to-execute-oracle-script) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackoverflow.com: Ansible playbook to execute Oracle script in the Kubernetes Tools ecosystem. - [stackoverflow.com: Running Oracle SQL scripts with Ansible playbook](https://stackoverflow.com/questions/41341823/running-oracle-sql-scripts-with-ansible-playbook) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackoverflow.com: Running Oracle SQL scripts with Ansible playbook in the Kubernetes Tools ecosystem. ## Automation @@ -282,6 +282,9 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” - **(2021)** [maquinasvirtuales.eu: Docker Swarm: Instalar Ansible AWX](https://www.maquinasvirtuales.eu/docker-swarm-instalar-ansible-awx) [N/A CONTENT] [LEGACY] β€” Spanish language guide detailing the installation and configuration of Ansible AWX on Docker Swarm. Since modern AWX development has strictly pivoted to Kubernetes/AWX Operator, this resource serves primarily as a legacy reference for swarm-based topologies. ### Kubernetes (1) +#### Ansible Integration (2) + + - **(2025)** [ansibleforkubernetes.com 🌟](https://www.ansibleforkubernetes.com) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Reference site for Jeff Geerling's "Ansible for Kubernetes" book. It showcases advanced architectural patterns using Ansible to orchestrate cloud-native Kubernetes systems, write custom operators, and manage application lifecycles inside pods. #### Deployments (1) - **(2022)** [linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes](https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β€” A rapid deployment guide demonstrating how to bootstrap an instance of Ansible AWX on a Kubernetes cluster using the AWX Operator. It covers namespace preparation, applying the custom resource manifest, and verifying initial service exposures. @@ -298,13 +301,6 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” #### Operators - **(2026)** [**AWX Operator**](https://github.com/ansible/awx-operator) ⭐ 1487 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The AWX Operator is a cloud-native Kubernetes Operator designed to automate the deployment, lifecycle management, scaling, and upgrades of AWX. By leveraging Custom Resource Definitions (CRDs), it simplifies complex Postgres and web-app state management inside K8s. -## Continuous Integration - -### Jenkins - -#### Automation Server - - - **(2026)** [Jenkins](https://www.jenkins.io) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Jenkins remains the foundational open-source automation server supporting highly extensible CI/CD pipelines. Its exhaustive plugin ecosystem allows seamless orchestration of Ansible runs, Git operations, and target-system provisioning as part of delivery loops. ## DevOps and Learning Resources ### Video Courses @@ -374,7 +370,6 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” #### Core Concepts - **(2024)** [docs.ansible.com: Working With Playbooks](https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html) [YAML CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official reference documentation for writing and executing Ansible Playbooks. This standard manual explains YAML syntax, task execution flows, variable precedence, and handler behaviors, forming the fundamental baseline for all Ansible-driven infrastructure automation. - - **(2022)** [The Beginner’s Guide to the Ansible Inventory](https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory) [N/A CONTENT] [COMMUNITY-TOOL] β€” A comprehensive primer exploring how to declare, structure, and organize Ansible inventories. Covers standard INI and YAML file declarations, host-group structures, nested grouping, and introductory dynamic inventory strategies. #### Curated Lists - **(2022)** [**https://github.com/jdauphant/awesome-ansible**](https://github.com/jdauphant/awesome-ansible) ⭐ 1004 [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A curated repository listing valuable Ansible tools, libraries, playbooks, roles, and learning materials. Ideal for discovering community extensions, monitoring integrations, and operational best-practices. @@ -470,6 +465,7 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” - **(2021)** [linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands](https://linuxtechlab.com/ansible-tutorial-simple-commands) [SHELL CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on instant-impact shell execution using Ansible ad hoc commands. Details fast syntax constructs for basic file copying, service manipulation, shell executions, and quick state analysis without the overhead of writing full-scale playbooks. #### Releases (1) + - **(2021)** [ansible.com: Announcing the Community Ansible 3.0.0 Package 🌟](https://www.redhat.com/en/blog/channel/open-source-communities) [COMMUNITY-TOOL] β€” Details the structural transition introduced in Ansible 3.0.0. Focuses on the architectural split that separated 'ansible-core' engine components from 'collections' packages, resolving dependency bottlenecks and streamlining modern community module delivery. - **(2021)** [Ansible 3.3.0 released](https://groups.google.com/g/ansible-devel/c/CdQ7eWUUm8k?pli=1) [COMMUNITY-TOOL] β€” Release analysis for Ansible 3.3.0. Details backward compatibility constraints, system engine integration tests, updated community collections, and critical bug fixes mapped back to the underlying 'ansible-core' codebase. #### Scheduling And Automation @@ -563,7 +559,7 @@ description: "Top Ansible resources for 2026, AI-ranked: AWX, jinja and more β€” - **(2021)** [vagrant: centos-awx](https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx) [RUBY CONTENT] [COMMUNITY-TOOL] β€” A specific Vagrant box packaging AWX pre-installed on CentOS. Provides a historical self-contained laboratory for testing old iterations of AWX before the modern, mandatory transition to Kubernetes-based runtime platforms. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md) +πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Crossplane](./crossplane.md) | [Devsecops](./devsecops.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/api.md b/v2-docs/api.md index 9d426f54..1f674b39 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -9,6 +9,13 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β€” !!! info "Architectural Context" Detailed reference for APIs with SOAP, REST and gRPC in the context of Developer Ecosystem. +## API and Integration Testing + +### Mocking and Virtualization + +#### Microcks + + - **(2026)** [**microcks.io**](https://microcks.io) [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microcks is a cloud-native platform for mocking and virtualization of APIs (REST, gRPC, GraphQL, AsyncAPI). It speeds up microservices testing by generating mock endpoints and testing compliance directly against enterprise schemas. ## API Architectures ### Graphql @@ -256,6 +263,11 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β€” #### Saas Platforms - **(2026)** [Rapid API:](https://rapidapi.com) [COMMUNITY-TOOL] β€” A leading enterprise Hub and Gateway solution for API discovery, testing, and monetization. Provides uniform control planes to aggregate heterogeneous upstream microservice APIs, enforce consolidated security policies, and manage global tenant billing workflows. +### System Design + +#### Microservices Patterns + + - **(2018)** [**blog.christianposta.com: Do I Need an API Gateway if I Use a Service Mesh?**](https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A seminal article detailing the functional boundary differences between API Gateways and Service Meshes. Christian Posta demonstrates how gateways excel at managing south-north public consumer interfaces (security, transformations, rate limiting), while service meshes optimize complex east-west backend telemetry. ## Cloud Providers ### AWS @@ -352,7 +364,7 @@ description: "Top API resources for 2026, AI-ranked: gRPC, GraphQL and more β€” - **(2021)** [dev.to: 7 API Tools for REST Developers and Testers](https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67) [NONE CONTENT] [COMMUNITY-TOOL] β€” Reviews seven essential REST API validation and design tools, analyzing the runtime capabilities and payload assertion performance of modern desktop clients and command-line instruments. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/appointment-scheduling.md b/v2-docs/appointment-scheduling.md index 7a4fa924..6c329766 100644 --- a/v2-docs/appointment-scheduling.md +++ b/v2-docs/appointment-scheduling.md @@ -35,7 +35,7 @@ description: "Top Appointment Scheduling resources for 2026, AI-ranked: Calendly - **(2021)** [Google Calendar appointment slots](https://support.google.com/calendar/answer/190998) [DOCUMENTATION] [LEGACY] β€” Legacy Google Calendar booking block system. Live grounding shows this feature was officially retired in late 2024, fully replaced by Google's newer 'Appointment Schedules' tool. --- -πŸ’‘ **Explore Related:** [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) | [Recruitment](./recruitment.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/argo.md b/v2-docs/argo.md index 305ef88a..d56f0ef7 100644 --- a/v2-docs/argo.md +++ b/v2-docs/argo.md @@ -113,13 +113,6 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit - **(2022)** [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An introductory video guide showing how to configure and run continuous deployment pipelines using Argo CD and Kubernetes. It walks through initial repository setups, synchronization configurations, and basic troubleshooting procedures. ## Platform Engineering -### CICD (1) - -#### Argo Workflows (1) - -##### Jenkins - - - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Shares practical lessons from migrating a legacy Jenkins CI pipeline stack over to container-native Argo Workflows. Compares the performance, cost efficiency, resource overhead, and maintainability of step-based DAG flows. ### Gitops #### AWS EKS @@ -195,7 +188,7 @@ description: "Curated, AI-ranked Argo resources for the 2026 Cloud Native archit - **(2022)** [securityaffairs.co: Argo CD flaw could allow stealing sensitive data from Kubernetes Apps](https://securityaffairs.com/127708/hacking/kubernetes-argo-cd-flaw.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Highlights the threat landscape exposed by vulnerability CVE-2022-24348 in multi-tenant environments. Emphasizes why prompt patching of GitOps controllers is critical when handling multi-tenant repositories on shared control planes. --- -πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-architecture.md b/v2-docs/aws-architecture.md index e382478f..c86e9240 100644 --- a/v2-docs/aws-architecture.md +++ b/v2-docs/aws-architecture.md @@ -32,7 +32,7 @@ description: "Curated, AI-ranked AWS Architecture resources for the 2026 Cloud N - **(2023)** [==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions==](https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record) ⭐ 724 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The public collection of Architecture Decision Records (ADRs) from the UK Ministry of Justice Modernisation Platform. This serves as a key reference for cloud governance, public sector IT standards, and clear decision documentation. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Tools Scripts](./aws-tools-scripts.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-backup.md b/v2-docs/aws-backup.md index 2441c147..1802fe5e 100644 --- a/v2-docs/aws-backup.md +++ b/v2-docs/aws-backup.md @@ -95,7 +95,7 @@ description: "Top AWS Backup resources for 2026, AI-ranked: Chaos Monkey, AWS Ba - **(2016)** [Design for failure lessons learnt from the Sydney AWS outage](https://www.hava.io/blog/design-for-failure-lessons-learnt-from-the-sydney-aws-outage) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural retrospective analyzing service failures during a historic AWS Sydney region outage. Live Grounding highlights how this post underscores the vital design-for-failure paradigm, proving that high availability requires cross-region failovers, active-active topologies, and robust client retry configurations. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-containers.md b/v2-docs/aws-containers.md index 67294246..063e2de6 100644 --- a/v2-docs/aws-containers.md +++ b/v2-docs/aws-containers.md @@ -21,7 +21,7 @@ description: "Curated, AI-ranked AWS Containers resources for the 2026 Cloud Nat - **(2025)** [**awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper**](https://github.com/awslabs/amazon-ecr-credential-helper) ⭐ 2703 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Docker credential helper that handles seamless, transparent IAM-based authentication for Amazon ECR. By removing the need to run periodic 'aws ecr get-login-password' cron jobs, it enhances runtime security by integrating directly with standard IAM Instance Profiles and local AWS config files. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-databases.md b/v2-docs/aws-databases.md index 3e5d5247..fd619296 100644 --- a/v2-docs/aws-databases.md +++ b/v2-docs/aws-databases.md @@ -87,7 +87,7 @@ description: "Curated, AI-ranked AWS Databases resources for the 2026 Cloud Nati - [Easily model your app data in a NoSQL database with AWS Mobile Hub](https://aws.amazon.com/es/about-aws/whats-new/2016/06/easily-model-your-app-data-in-a-nosql-database-with-aws-mobile-hub) [SPANISH CONTENT] [LEGACY] β€” Curator Insight details a legacy utility tool (AWS Mobile Hub) that assisted developers in bootstrapping NoSQL data layers. Live Grounding highlights that AWS Mobile Hub has been replaced by the more powerful AWS Amplify framework. Included for legacy archeological reference. [SPANISH CONTENT] --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-devops.md b/v2-docs/aws-devops.md index a615d47b..818e83b4 100644 --- a/v2-docs/aws-devops.md +++ b/v2-docs/aws-devops.md @@ -15,7 +15,7 @@ description: "Curated, AI-ranked AWS DevOps resources for the 2026 Cloud Native --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-iac.md b/v2-docs/aws-iac.md index 134cc8a5..caa6f536 100644 --- a/v2-docs/aws-iac.md +++ b/v2-docs/aws-iac.md @@ -74,7 +74,7 @@ description: "Curated, AI-ranked AWS IaC resources for the 2026 Cloud Native arc - **(2022)** [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [YAML CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A foundational tutorial detailing the YAML patterns required to create and lock down basic AWS S3 buckets inside CloudFormation templates. It details parameters for versioning rules, basic access controls, and server-side encryption. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-miscellaneous.md b/v2-docs/aws-miscellaneous.md index d8f798a8..380d8f55 100644 --- a/v2-docs/aws-miscellaneous.md +++ b/v2-docs/aws-miscellaneous.md @@ -24,7 +24,7 @@ description: "Curated, AI-ranked AWS Miscellaneous resources for the 2026 Cloud - **(2021)** [github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template](https://github.com/omenking/localstack-gitpod-template) [SHELL CONTENT] [COMMUNITY-TOOL] β€” Curator Insight introduces a Gitpod configuration template for bootstrapping LocalStack development environments instantly in the browser. Live Grounding highlights this as an efficient template for cloud-native training, though production teams in 2026 typically leverage official Dev Container or LocalStack-supported cloud environments. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-monitoring.md b/v2-docs/aws-monitoring.md index d084a5ab..f823cd7f 100644 --- a/v2-docs/aws-monitoring.md +++ b/v2-docs/aws-monitoring.md @@ -13,8 +13,8 @@ description: "Curated, AI-ranked AWS Monitoring resources for the 2026 Cloud Nat ### General Reference - - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem. - [logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io](https://logz.io/blog/aws-ec2-metrics) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: What are AWS EC2 Instances? A Tutorial for EC2 Metrics Shipping' with Logz.io in the Kubernetes Tools ecosystem. + - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem. - [dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts](https://dzone.com/articles/optimize-aws-costs-with-cloudwatchs-advanced-metri) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Optimize AWS Costs With CloudWatch's Advanced Metrics, Dashboards,' and Alerts in the Kubernetes Tools ecosystem. ## Observability and Monitoring @@ -32,7 +32,7 @@ description: "Curated, AI-ranked AWS Monitoring resources for the 2026 Cloud Nat - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) ⭐ 1043 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An automated cloud security assessment framework designed to continually monitor AWS environments for configuration drift, vulnerabilities, and deviations from industry standards. Outputs findings directly to AWS Security Hub. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-networking.md b/v2-docs/aws-networking.md index 777eadca..ffb09d24 100644 --- a/v2-docs/aws-networking.md +++ b/v2-docs/aws-networking.md @@ -32,6 +32,11 @@ description: "Top AWS Networking resources for 2026, AI-ranked: Application Load ##### Edge Security - **(2021)** [aws.amazon.com: Authorization@Edge using cookies: Protect your Amazon CloudFront content from being downloaded by unauthenticated users](https://aws.amazon.com/de/blogs/networking-and-content-delivery/authorizationedge-using-cookies-protect-your-amazon-cloudfront-content-from-being-downloaded-by-unauthenticated-users) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Presents edge security patterns leveraging Lambda@Edge or CloudFront Functions to validate cookies and JWTs. This approach prevents unauthorized downloads of static content directly at the CDN tier, dramatically reducing backend origin load. +#### DNS and Domain Management + +##### Route 53 + + - **(2021)** [How do I transfer a domain to AWS from another registrar?](https://repost.aws/knowledge-center) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A granular tutorial on migrating DNS management to Amazon Route 53 from external registrars. While straightforward, real-world deployment requires careful TTL planning and nameserver transition strategies to prevent query dropouts and route interruptions during migration. #### Direct Connect ##### BGP Routing @@ -74,6 +79,9 @@ description: "Top AWS Networking resources for 2026, AI-ranked: Application Load ##### Serverless Integration - **(2020)** [dashbird.io: AWS Elastic Load Balancing from a Serverless perspective](https://dashbird.io/blog/aws-application-load-balancer) [COMMUNITY-TOOL] β€” Analyzes Application Load Balancer configurations when integrated with serverless backends like AWS Lambda. Details pricing, cold-starts, and architectural trade-offs compared to API Gateway. Live systems often choose ALB for cost-effective, high-volume HTTP routing. +#### Network Management + + - **(2019)** [aws.amazon.com: Network operations with AWS Network Manager](https://aws.amazon.com/products) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Focuses on AWS Network Manager as a single pane of glass for monitoring global hybrid networks. Live cloud architectures utilize Network Manager to synthesize telemetry from AWS Transit Gateway, SD-WAN devices, and on-premises branch offices into actionable alerts. #### Networking Concepts - **(2020)** [AWS Networking for Developers](https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers) [COMMUNITY-TOOL] β€” Synthesizes AWS's core networking constructs for software engineers. While early guides treat VPC and subnetting as peripheral, modern development architectures position these as foundational security boundaries. The guide details CIDR blocks, VPC structure, and security groups. @@ -130,6 +138,11 @@ description: "Top AWS Networking resources for 2026, AI-ranked: Application Load ##### Tailscale - **(2022)** [tailscale.com: Connect to an AWS VPC using subnet routes](https://tailscale.com/docs/install/cloud/aws) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Details the installation of Tailscale inside an AWS VPC to build low-overhead overlay networks using subnet routing. Real-world engineering proves that Tailscale's WireGuard-based routing simplifies cross-cloud access without the complexity of traditional IPsec VPNs. +### Azure Networking + +#### Hybrid Connectivity + + - **(2025)** [Azure ExpressRoute Resiliency: Best Practices for Production-Critical Workloads](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/azure-expressroute-resiliency-best-practices-for-production-critical-workloads/4394842) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines best practices for designing resilient Azure ExpressRoute topologies to safeguard production-critical hybrid cloud environments. Architects are guided through configuring dual-homing, active-active paths, BFD (Bidirectional Forwarding Detection), and automated failover strategies to prevent network isolation. ## Software Engineering ### Deployment Patterns @@ -141,7 +154,7 @@ description: "Top AWS Networking resources for 2026, AI-ranked: Application Load - **(2021)** [Fine-tuning blue/green deployments on application load balancer](https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses on ALB's advanced routing capabilities to orchestrate safe blue/green deployments by shifting traffic percentages between target groups. A crucial operational pattern for continuous delivery pipelines, minimizing deployment blast radius. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-newfeatures.md b/v2-docs/aws-newfeatures.md index 6ffb680c..f63b99e2 100644 --- a/v2-docs/aws-newfeatures.md +++ b/v2-docs/aws-newfeatures.md @@ -405,7 +405,7 @@ description: "Curated, AI-ranked AWS Newfeatures resources for the 2026 Cloud Na - **(2021)** [Introducing new self-paced courses to improve Java and Python code quality with Amazon CodeGuru](https://aws.amazon.com/blogs/devops/new-self-paced-courses-to-improve-java-and-python-code-quality-with-amazon-codeguru) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Educational curriculum focusing on utilizing CodeGuru's machine-learning engines to detect concurrency bugs, resource leaks, and performance bottlenecks in Java and Python. These courses provide hands-on telemetry guides to maximize DevSecOps efficiency. Architecturally, CodeGuru integrates into CI/CD pipelines to enforce static and dynamic code quality. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-pricing.md b/v2-docs/aws-pricing.md index 7c88a0da..de6d2d7a 100644 --- a/v2-docs/aws-pricing.md +++ b/v2-docs/aws-pricing.md @@ -65,7 +65,7 @@ description: "Curated, AI-ranked AWS Pricing resources for the 2026 Cloud Native - **(2022)** [thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill](https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bill) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Evaluates architectural techniques to trim EKS clusters expenditures, describing auto-scalers (Karpenter), spot instances usage, strict namespace limits, and FinOps practices to optimize CPU allocation. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-security.md b/v2-docs/aws-security.md index 73257b1a..d0a44c00 100644 --- a/v2-docs/aws-security.md +++ b/v2-docs/aws-security.md @@ -9,6 +9,14 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul !!! info "Architectural Context" Detailed reference for AWS Security in the context of Cloud Providers (Hyperscalers). +## AWS + +### Multi-account Setup + +#### Governance + + - **(2023)** [aws.amazon.com: AWS Control Tower](https://aws.amazon.com/controltower) [NONE CONTENT] [COMMUNITY-TOOL] β€” Official AWS product reference for AWS Control Tower, a managed service that streamlines multi-account governance and landing zone orchestration. It details how the platform enforces automated guardrails, visualizes enterprise health, and coordinates with AWS Organizations for centralized billing and policy compliance. + - **(2022)** [aws.amazon.com: New – AWS Control Tower Account Factory for Terraform](https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An analytical introduction to the AWS Control Tower Account Factory for Terraform (AFT), enabling GitOps-driven deployment of AWS accounts. Discusses custom pipeline orchestration and landing zone configurations that maintain strict security compliance metrics across large organizations. ## Architectural Foundations ### Kubernetes Tools @@ -30,7 +38,7 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(None)** [](https://aws.amazon.com/blogs/security/how-to-automatically-update-your-security-groups-for-amazon-cloudfront-and-aws-waf-by-using-aws-lambda) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. ## Cloud Architecture -### AWS +### AWS (1) #### Cryptography @@ -103,6 +111,13 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(2024)** [Organizing Your AWS Environment Using Multiple Accounts (white paper for best practices)](https://docs.aws.amazon.com/whitepapers/latest/organizing-your-aws-environment/organizing-your-aws-environment.html) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official AWS framework defining multi-account best practices using AWS Organizations and AWS Control Tower. It outlines critical isolation patterns for security, billing, and operational autonomy. Architecturally, it serves as the foundation for modern enterprise landing zones, ensuring strict blast-radius limitation. - **(2024)** [blog.wut.dev: Moving AWS Accounts and OUs Within An Organization - Not So Simple!](https://wut.dev/blog/2024/07/05/moving-aws-accounts-within-organization.html) [NONE CONTENT] [COMMUNITY-TOOL] β€” A highly practical analysis of the pitfalls and administrative hurdles encountered when migrating AWS accounts between Organizational Units (OUs) or organizations. It examines the operational impact on Service Control Policies (SCPs), resource shares, CloudFormation StackSets, and global integrations during transition phases. +## Cloud Engineering + +### Devsecops + +#### Security + + - **(2024)** [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A security deep dive into AWS IAM OIDC trust relationships. Explains how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions pipelines and outlines steps to prevent account compromise. ## Cloud Native Platforms ### Azure @@ -110,14 +125,14 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul #### Security Automation - **(2024)** [Automated Let's Encrypt Certificates in Azure Key Vault with ACME Bot](https://cloudbuild.co.uk/free-automated-lets-encrypt-certificates-in-azure-key-vault-with-acme-bot-a-step-by-step-guide) [NONE CONTENT] [COMMUNITY-TOOL] β€” Step-by-step instructional resource on deploying ACME Bot inside Azure. Automates key lifecycles of Let's Encrypt certificates directly into secure Key Vaults. -## Devsecops +## Devsecops (1) ### Policy As Code #### Open Policy Agent - **(2022)** [Realize Policy-as-Code with AWS Cloud Development Kit through Open Policy Agent 🌟](https://aws.amazon.com/blogs/opensource/realize-policy-as-code-with-aws-cloud-development-kit-through-open-policy-agent) [TYPESCRIPT/REGO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed walk-through demonstrating Policy-as-Code setups within AWS CDK deployment models using Open Policy Agent (OPA). Teaches engineers how to compile cloud infrastructure representations and parse them against Rego policies to catch insecure setups before resource creation. -## Security +## Security (1) ### Identity and Access @@ -186,7 +201,7 @@ description: "Top AWS Security resources for 2026, AI-ranked: AWS WAF sample rul - **(2021)** [k21academy.com: AWS Secrets Manager](https://k21academy.com/aws-cloud/aws-secrets-manager) [NONE CONTENT] [COMMUNITY-TOOL] β€” A foundational technical guide to the architecture and operational model of AWS Secrets Manager. The article discusses integration mechanics with AWS RDS, IAM authorization policies, automated rotation via pre-configured Lambda templates, and encryption envelope methods using KMS. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-serverless.md b/v2-docs/aws-serverless.md index e8c5bfe8..6d636cba 100644 --- a/v2-docs/aws-serverless.md +++ b/v2-docs/aws-serverless.md @@ -178,7 +178,7 @@ description: "Curated, AI-ranked AWS Serverless resources for the 2026 Cloud Nat - **(2024)** [AWS Step Functions](https://aws.amazon.com/step-functions) [N/A CONTENT] [COMMUNITY-TOOL] β€” A managed serverless orchestration service that simplifies state machine design for multi-step microservices. It coordinates complex distributed workflows, manages execution state, handles built-in retries, and integrates natively with over 200 AWS services to prevent deep nesting of Lambda functions. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-storage.md b/v2-docs/aws-storage.md index f9f004df..eb0d5d1b 100644 --- a/v2-docs/aws-storage.md +++ b/v2-docs/aws-storage.md @@ -92,9 +92,16 @@ description: "Top AWS Storage resources for 2026, AI-ranked: S3 FAQ, EFS Elastic #### S3 Security - **(2023)** [blog.min.io: Certificate-based Authentication for S3](https://www.min.io/blog/certificate-based-authentication-with-s3) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” MinIO's security engineering guide detailing dynamic certificate-based authentication protocols (mTLS) over S3-compatible APIs. In 2026, MinIO remains the preferred choice for running high-performance private cloud object storage securely without relying on IAM SaaS solutions. +## Cloud Platform + +### AWS Infrastructure + +#### Storage Management + + - **(2023)** [blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide](https://awsfundamentals.com/blog/aws-s3-sync) [N/A CONTENT] [COMMUNITY-TOOL] β€” An extensive guide on using AWS S3 Sync commands, showing how to achieve efficient filesystems syncs between local storage and S3 targets. It explains multi-threading optimization, inclusion/exclusion rules, and integrity checks. This reference is highly valuable for system administrators maintaining basic backup and sync pipelines. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Oraclecloud](./oraclecloud.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index 2af67f97..0b5cc537 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -69,7 +69,7 @@ description: "Top AWS Tools Scripts resources for 2026, AI-ranked: Metabadger, e - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14064 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws-training.md b/v2-docs/aws-training.md index eb60557e..9d169fa6 100644 --- a/v2-docs/aws-training.md +++ b/v2-docs/aws-training.md @@ -18,7 +18,7 @@ description: "Curated, AI-ranked AWS Training resources for the 2026 Cloud Nativ - **(2023)** [A curated list of AWS resources to prepare for the AWS Certifications](https://gist.github.com/leonardofed) [COMMUNITY-TOOL] β€” A comprehensive, community-maintained GitHub Gist featuring a structured registry of mock exams, official whitepapers, and cloud design cheatsheets. It provides a reliable directory for self-directed preparation across multiple AWS credentials. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/aws.md b/v2-docs/aws.md index f40a5c38..dfcbf226 100644 --- a/v2-docs/aws.md +++ b/v2-docs/aws.md @@ -47,15 +47,22 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### General Reference + - **(None)** [](https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://docs.aws.amazon.com/AmazonECR/latest/userguide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. + - **(None)** [](https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - [dzone: AWS Basics](https://dzone.com/articles/aws-basics) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: AWS Basics in the Kubernetes Tools ecosystem. - [dzone: AWS Basics: Bastion Hosts and NAT](https://dzone.com/articles/aws-basics-bastian-hosts-and-nat) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: AWS Basics: Bastion Hosts and NAT in the Kubernetes Tools ecosystem. - [dzone: Five Different Ways to Build AWS Infrastructure](https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Five Different Ways to Build AWS Infrastructure in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/AmazonECR/latest/userguide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateDBInstance.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-quotas.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://aws.amazon.com/blogs/devops/aws-codedeploy-deploying-from-a-development-account-to-a-production-account) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. - - **(None)** [](https://aws.amazon.com/blogs/big-data/using-spark-sql-for-etl) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. +## Artificial Intelligence + +### Developer Agents + +#### Amazon Q + + - **(2026)** [Amazon CodeWhisperer](https://aws.amazon.com/q/developer) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Amazon Q Developer (formerly CodeWhisperer) is AWS's flagship generative AI-assisted programming agent. It generates real-time, context-aware code suggestions while performing security scanning and structural code upgrades. Live grounding demonstrates its evolution into a highly secure, enterprise-compliant workspace tool with advanced reference tracking mechanisms. ## Cloud Architecture ### Case Studies @@ -90,7 +97,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2016)** [aws.amazon.com: First AWS Certification Study Guide Now Available](https://aws.amazon.com/es/about-aws/whats-new/2016/10/first-aws-certification-study-guide-now-available) [COMMUNITY-TOOL] β€” Historical announcement of the first official AWS Certified Solutions Architect - Associate Study Guide. While highly informative on classical concepts, modern practitioners must supplement it with current AWS documentation to address the evolved features of modern cloud services. #### Community Learning - - **(2023)** [community.aws/training: Training and Certification](https://builder.aws.com/learn) [COMMUNITY-TOOL] β€” The centralized AWS Builder community training site featuring articles, community-sourced tutorials, and architectural guidelines written by AWS Heroes and user group leaders worldwide. - **(2023)** [awscerts.slack.com](https://awscerts.slack.com) [COMMUNITY-TOOL] β€” A dedicated global Slack community focusing on AWS Certifications. Serves as a peer-to-peer discussion hub where developers and architects share study tips, ask technical questions, and exchange real-world infrastructure experience. #### Containers @@ -170,11 +176,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Continuous Deployment - **(2021)** [Automate rollbacks for Amazon ECS rolling deployments with CloudWatch alarms](https://aws.amazon.com/blogs/containers/automate-rollbacks-for-amazon-ecs-rolling-deployments-with-cloudwatch-alarms) [N/A CONTENT] [COMMUNITY-TOOL] β€” An architectural guide outlining automated deployment rollback capabilities within ECS rolling deployments. It illustrates how CloudWatch alarms can monitor application health (e.g., HTTP 5xx rates) during active deployments and automatically trigger rollbacks to a previously stable revision to maintain high availability. -#### DNS and Domain Management - -##### Route 53 - - - **(2021)** [How do I transfer a domain to AWS from another registrar?](https://repost.aws/knowledge-center) [DOCUMENTATION] [COMMUNITY-TOOL] β€” A granular tutorial on migrating DNS management to Amazon Route 53 from external registrars. While straightforward, real-world deployment requires careful TTL planning and nameserver transition strategies to prevent query dropouts and route interruptions during migration. #### ETL - **(2025)** [==AWS Data Pipeline==](https://aws.amazon.com/glue) [NONE CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official page of AWS Glue, a fully managed serverless data integration service. Identifies structural discovery using AWS Glue Data Catalog, PySpark ETL execution, and schema registry controls. @@ -209,9 +210,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Messaging Services (1) - **(2022)** [dev.to: When to SNS or SQS](https://dev.to/aws-builders/when-to-sns-or-sqs-2aji) [N/A CONTENT] [COMMUNITY-TOOL] β€” A technical comparison of Amazon Simple Notification Service (SNS) and Simple Queue Service (SQS) within event-driven architectures. It details SNS's pub-sub push mechanism versus SQS's pull-based queueing model, analyzing throughput characteristics and decoupling strategies. This guide clarifies architectural patterns for integrating microservices via point-to-point and fan-out message routing. -#### Network Management - - - **(2019)** [aws.amazon.com: Network operations with AWS Network Manager](https://aws.amazon.com/products) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Focuses on AWS Network Manager as a single pane of glass for monitoring global hybrid networks. Live cloud architectures utilize Network Manager to synthesize telemetry from AWS Transit Gateway, SD-WAN devices, and on-premises branch offices into actionable alerts. #### Paas Architecture - **(2016)** [Deploying a High-Availability PHP Application with an External Amazon RDS Database to Elastic Beanstalk](https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/php-ha-tutorial.html) [DOCUMENTATION] [COMMUNITY-TOOL] β€” AWS deployment blueprint detailing how to structure a multi-availability zone PHP application using Beanstalk. Integrates an external multi-AZ Amazon RDS configuration to build failover resilience. @@ -227,11 +225,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Web Servers - **(2016)** [AWS Elastic Beanstalk Supports Nginx Proxy Server with Tomcat](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-nginx-proxy-server-with-tomcat) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Feature documentation announcing native Nginx reverse proxy configurations sitting in front of Apache Tomcat platforms in Beanstalk. Optimizes delivery of static assets and client routing. -### AWS Automation - -#### Serverless Orchestration - - - **(2026)** [Enhanced Local IDE Experience for AWS Step Functions](https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions) [NONE CONTENT] [COMMUNITY-TOOL] β€” Details local IDE integration utilities for designing and tracing AWS Step Functions. Enhances developer inner-loops by rendering local visual workflow representations and offering live Amazon States Language schema validation directly in-editor. ### AWS Ecosystem #### Audio Learning @@ -316,9 +309,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Cost Management - **(2015)** [AWS Cost Explorer Update – Access to EC2 Usage Data](https://aws.amazon.com/blogs/aws/aws-cost-explorer-update-access-to-ec2-usage-data) [NONE CONTENT] [COMMUNITY-TOOL] β€” Analyzes early programmatic access to granular EC2 metrics inside Cost Explorer. Provides foundational methodologies for early-stage cloud-native resource optimization and FinOps planning. -#### Cost Optimization - - - **(2023)** [treblle.com: How does Treblle scale on AWS without breaking the bank?](https://treblle.com/blog/how-does-treblle-scale-on-aws-without-breaking-the-bank) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight highlights Treblle’s architectural strategy for processing billions of API requests on AWS affordably. Live Grounding details how modern SaaS platforms leverage spot instances, API gateway caching, serverless scale-to-zero databases, and intensive performance profiling to decouple traffic volume from infrastructure costs. ### Finops and Cloud Optimization #### Sustainability @@ -385,6 +375,14 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### AWS Lightsail - **(2026)** [AWS LightSail](https://aws.amazon.com/lightsail) [N/A CONTENT] [COMMUNITY-TOOL] β€” Curator Insight presents AWS Lightsail as a simplified, cost-predictable virtual private server (VPS) alternative to raw EC2. Live Grounding confirms Lightsail is widely used in 2026 for small-scale projects, staging environments, and rapid WP deployments, offering pre-configured blueprints and straightforward billing. +## Cloud Infrastructure and Orchestration + +### Asset Management and Governance + +#### Cloud Analytics + + - **(2026)** [steampipe](https://steampipe.io) [GO CONTENT] [COMMUNITY-TOOL] β€” An extensible open-source command-line framework that translates APIs and cloud inventories into virtual SQL tables. Enables DevOps engineers to construct real-time dashboards and audit configuration profiles on multi-cloud hosts. + - **(2022)** [Querying AWS at scale across APIs, Regions, and accounts](https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise guide mapping performance configurations designed to query massive multi-account, multi-region AWS environments. Analyzes API latency limitations, concurrency protocols, and security audits utilizing SQL query abstractions. ## Cloud Native ### AWS (2) @@ -401,6 +399,13 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### AWS (3) - **(2022)** [aws.amazon.com/app-mesh](https://aws.amazon.com/app-mesh) [DOCUMENTATION] [LEGACY] β€” Live Grounding Synthesis: Built on Envoy as AWS's managed service mesh, AWS App Mesh was deprecated in late 2024 and fully sunsetted. Platform teams are urged to transition to Amazon ECS Service Connect or Amazon VPC Lattice. +## Cloud Native Platforms + +### AWS (4) + +#### Managed Observability + + - **(2026)** [Amazon Managed Service for Prometheus](https://aws.amazon.com/prometheus) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” AWS fully-managed metric service designed around open-source Cortex core architecture. Automatically scales telemetry storage, ingestion, and query resources in secure enterprise environments. ## Cloud Platform ### AWS Infrastructure @@ -413,7 +418,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [Amazon CLI Documentation](https://aws.amazon.com/cli) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The main landing and installation documentation portal for the AWS Command Line Interface. It acts as the definitive source for setting up the CLI across macOS, Linux, and Windows environments. Essential for establishing standard terminal configurations and programmatic environment variables across both developer workstations and CI/CD agents. - **(2021)** [Announcing the end of support for Python 2.7 in the AWS SDK for Python and AWS CLI v1](https://aws.amazon.com/blogs/developer/announcing-end-of-support-for-python-2-7-in-aws-sdk-for-python-and-aws-cli-v1) [N/A CONTENT] [LEGACY] β€” An official AWS deprecation announcement marking the end of Python 2.7 support within the AWS SDK for Python (Boto3) and AWS CLI v1. It details migration paths to modern Python 3.x runtimes and the container-native AWS CLI v2 architecture. Critical reading for legacy system maintainers undergoing platform modernization initiatives. -#### Cost Optimization (1) +#### Cost Optimization - **(2026)** [vantage.sh](https://www.vantage.sh) [N/A CONTENT] [COMMUNITY-TOOL] β€” Vantage.sh is a modern cloud cost management (FinOps) platform providing deep visibility into AWS, Snowflake, and Kubernetes expenditures. It aggregates resource usage metrics to recommend automated saving policies, RI purchasing, and spot transitions. Grounding confirms its role as a premier enterprise tool to manage complex multi-cloud financial posture. - **(2021)** [techcrunch.com: Vantage makes managing AWS easier](https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier) [N/A CONTENT] [COMMUNITY-TOOL] β€” A TechCrunch feature analyzing how Vantage simplifies AWS cost tracking and optimization, offering deep contrast to complex cloud bills. The article highlights Vantage's rise as an essential interface for development organizations navigating fine-grained container pricing and resource usage. Key reading for CFOs and cloud finance architects. @@ -425,6 +430,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [AWS Management Tools Blog](https://aws.amazon.com/blogs/mt) [N/A CONTENT] [COMMUNITY-TOOL] β€” The official AWS Management and Governance Tools Blog, serving as the authority on systems manager, Config, CloudTrail, and CloudWatch updates. It hosts standard architectures for designing observability frameworks and cloud optimization. Crucial for enterprise platform administrators ensuring alignment with modern AWS best practices. - **(2023)** [aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line](https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line) [N/A CONTENT] [COMMUNITY-TOOL] β€” An AWS Developer blog introducing automated command-line capabilities for Amazon CodeWhisperer. It highlights AI-driven command completion and automatic CLI parameter translation directly in modern terminal emulators. Essential for platform engineers aiming to dramatically accelerate shell and infrastructure-as-code scripting efficiency. - **(2022)** [genbeta.com: Amazon lanza CodeWhisperer, su propia alternativa a GitHub Copilot… que no insertarΓ‘ cΓ³digo ya licenciado sin avisar](https://www.genbeta.com/desarrollo/amazon-lanza-codewhisperer-su-propia-alternativa-a-github-copilot-que-no-insertara-codigo-licenciado-avisar) [N/A CONTENT] [COMMUNITY-TOOL] β€” A Spanish Genbeta article introducing Amazon CodeWhisperer as AWS's direct competitor to GitHub Copilot, emphasizing its unique compliance filters to avoid licensing violations. While historically accurate regarding CodeWhisperer's initial launch features, the service has since evolved into Amazon Q Developer, with a broader security and multi-file architecture focus. + - **(2021)** [AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types 🌟](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code) [N/A CONTENT] [COMMUNITY-TOOL] β€” An AWS announcement highlighting the release of updated AWS Toolkits for popular IDEs (Cloud9, JetBrains, VS Code), expanding interaction capabilities to over 200 resource types. This update greatly reduced context switching for developers, enabling local generation of IAM, DynamoDB, and CloudFormation schemas without visiting the AWS web console. #### Identity Management - **(2022)** [dev.to/franciscogm: AWS CLI SSO made easy](https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9) [N/A CONTENT] [COMMUNITY-TOOL] β€” A developer-focused guide showing how to simplify multi-account authorization using the AWS CLI and AWS IAM Identity Center (formerly AWS Single Sign-On). It demonstrates optimal config profile structures to enable rapid terminal-based authentication. Highly valued by security administrators striving to eliminate long-term credentials on local workstations. @@ -443,7 +449,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Storage Management - **(2023)** [blog.awsfundamentals.com: Step-By-Step: Emptying S3 Buckets and Directories Using the AWS CLI with S3 RM](https://awsfundamentals.com/blog/aws-s3-rm-removing-files) [N/A CONTENT] [COMMUNITY-TOOL] β€” A deep dive tutorial from AWS Fundamentals on how to empty S3 buckets containing millions of objects using the AWS CLI. It highlights the differences between simple deleting, multi-object API commands, and utilizing Lifecycle rules to clean buckets at zero cost. Essential for DevOps engineers avoiding massive API transactional bills. - - **(2023)** [blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide](https://awsfundamentals.com/blog/aws-s3-sync) [N/A CONTENT] [COMMUNITY-TOOL] β€” An extensive guide on using AWS S3 Sync commands, showing how to achieve efficient filesystems syncs between local storage and S3 targets. It explains multi-threading optimization, inclusion/exclusion rules, and integrity checks. This reference is highly valuable for system administrators maintaining basic backup and sync pipelines. ## Cloud Platforms ### AWS Education @@ -461,14 +466,11 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2022)** [aboutamazon.es: AWS acelera la apertura de la RegiΓ³n AWS Europa (EspaΓ±a) para apoyar la transformaciΓ³n digital de EspaΓ±a](https://www.aboutamazon.es/noticias/aws/la-region-aws-europa-espana-apoya-la-transformacion-digital-en-el-pais) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An Amazon corporate press announcement documenting the accelerated opening of the AWS Europe (Spain) Region. Outlines how multi-billion-euro long-term infrastructure investments drive digital transformation. ## Cloud Providers -### AWS (4) +### AWS (5) #### Operations (1) - **(2008)** [AWS Support](https://aws.amazon.com/premiumsupport) [NONE CONTENT] [COMMUNITY-TOOL] β€” Detailed directory of AWS premium tier services, offering technical case routing, cloud guidance, and access to Trusted Advisor tools to maintain cluster health and SLA commitments. -#### Security and IAM - - - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) [HTML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The definitive AWS reference for constructing fine-grained IAM policies. It outlines exact service actions, resource types, and condition context keys required to enforce the principle of least privilege in enterprise architectures. This resource is indispensable for security engineers building cloud access models. #### Status Monitoring - **(2006)** [status.aws.amazon.com: Service Health Dashboard](https://health.aws.amazon.com/health/status) [NONE CONTENT] [COMMUNITY-TOOL] β€” AWS’s central status console reporting operational health of active regions and services, allowing platform engineers to quickly cross-examine deployment anomalies with provider incidents. @@ -522,7 +524,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [What is Streaming Data?](https://aws.amazon.com/what-is/streaming-data) [COMMUNITY-TOOL] β€” An AWS conceptual guide delineating the architecture of real-time streaming data pipelines. Compares high-throughput, sequential processing mechanisms against traditional batch structures, referencing Amazon Kinesis and Apache Kafka as key streaming backplanes. ## Edge and Iot -### AWS (5) +### AWS (6) #### Iot Platforms @@ -561,11 +563,13 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Policy Engines - **(2024)** [**Cloudburn: An Open-Source Policy Engine for AWS Spending**](https://github.com/towardsthecloud/cloudburn) ⭐ 1765 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Introduces Cloudburn, an open-source command-line tool designed to audit AWS resource groups. By using declarative policies, it alerts teams to idle resources, non-standard instance types, and unassigned Elastic IPs to keep real-world deployments within budget limits. -### Community Resources +## Infrastructure (1) -#### Forums +### DevOps - - **(2023)** [AWS Forums](https://repost.aws) 🌟🌟🌟 [LEGACY] β€” A legacy discussion forum resource for AWS developers troubleshooting infrastructure configurations and billing queries. Note: The platform has largely migrated to AWS Re:Post for community support. +#### Command Line Utilities + + - **(2016)** [ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing into your Amazon EC2 instances by tag (such as β€˜Name’)](https://pypi.org/project/ec2-ssh-yplan) [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight presents a set of CLI wrappers for resolving AWS EC2 instance metadata to facilitate fast SSH access. Live Grounding indicates that modern secure architectures prioritize AWS Systems Manager Session Manager (SSM) and private endpoint setups over direct, port-22 SSH routing models. ## Infrastructure As Code (2) ### AWS CDK @@ -589,11 +593,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### AWS Templates - **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) [MULTI-LANGUAGE CONTENT] [COMMUNITY-TOOL] β€” A consolidated hub of official and community AWS deployment samples. Houses structured patterns and CloudFormation/Terraform codebases to fast-track prototype development in compliance with AWS architecture standards. -### CICD (2) - -#### Self-hosted Runners - - - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [GO CONTENT] [COMMUNITY-TOOL] β€” An innovative open-source self-hosting solution that provisions fast, secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays. ## Kubernetes and Platform Engineering ### Modernization Tools @@ -664,13 +663,6 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel #### Grafana - **(2024)** [Amazon Managed Service for Grafana](https://aws.amazon.com/grafana) [N/A CONTENT] [COMMUNITY-TOOL] β€” Managed visualization console offering direct enterprise integrations with SSO and IAM setups. Allows telemetry aggregation from diverse cloud datasources (S3, Prometheus, CloudWatch, Opensearch) under unified dynamic views. -## Operations (2) - -### Local Environment Setup - -#### Package Management - - - **(2023)** [DevOps Made Easy: Install AWS CLI, ECS CLI, Docker & Terraform Using Chocolatey](https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terraform-using-chocolatey-2lld) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step local workstation bootstrapping guide using the Windows Chocolatey package manager. Instructs how to quickly establish consistent local administration tooling, installing docker-cli, terraform, aws-cli, and ecs-cli to prepare for cloud resource management. ## Organizational Culture ### Migration Journeys @@ -718,7 +710,7 @@ description: "Top AWS resources for 2026, AI-ranked: Awesome AWS, AWS Data Pipel - **(2026)** [localstack.cloud](https://www.localstack.cloud) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” Curator Insight highlights the enterprise cloud platform offering advanced local emulation of AWS services. Live Grounding reinforces that LocalStack has become the industry standard for offline AWS cloud development, supporting complex services like IAM, EKS, and RDS, which radically reduces cloud spend and speeds up inner-loop iteration cycles. --- -πŸ’‘ **Explore Related:** [Azure](./azure.md) | [AWS Security](./aws-security.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/azure.md b/v2-docs/azure.md index fd87fa5e..bf1aef54 100644 --- a/v2-docs/azure.md +++ b/v2-docs/azure.md @@ -109,11 +109,6 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Devtest Labs - **(2025)** [learn.microsoft.com: DevTest and DevOps for microservice solutions](https://learn.microsoft.com/en-us/azure/devtest-labs) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official framework documentation detailing the integration of Azure DevTest Labs with modern DevOps pipelines. Focuses on setting up elastic testing environments and managing resource consumption patterns. -### Git Integration - -#### Azure DevOps - - - **(2024)** [cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate Guide 🌟](https://ine.com) [NONE CONTENT] [COMMUNITY-TOOL] β€” An extensive workflow guide demonstrating advanced Git version control configurations within Azure DevOps projects. Shows how to set up strict PR approval limits and automated checkouts. ### Observability (1) #### DevOps Dashboard @@ -121,7 +116,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [==Azure DevOps Dashboard==](https://github.com/cschotte/Azure-DevOps-Dashboard) ⭐ 16 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Community-driven dashboard tool for monitoring multi-project pipelines and deployment progress inside a single, unified view. Helps development leads observe pipeline backlogs and release tempos. ### Pipeline Integration -#### Azure DevOps (1) +#### Azure DevOps - **(2024)** [dev.to: Setting up a CI-CD Pipeline Using Azure DevOps 🌟](https://dev.to/gbengelebs/setting-up-a-ci-cd-pipeline-using-azure-devops-4gb) [YAML CONTENT] [COMMUNITY-TOOL] β€” Clear walk-through of establishing initial continuous delivery templates in Azure DevOps. Covers agent configurations, testing setups, and artifact publishing phases. ### SDLC Optimization @@ -131,6 +126,9 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2023)** [zartis.com: Simplify Your SDLC with Azure DevOps 🌟](https://www.zartis.com/simplify-your-sdlc-with-azure-devops) [NONE CONTENT] [COMMUNITY-TOOL] β€” Explores structural methods to decrease release lead-times by leveraging integrated boards, automated tests, and deployment gates inside the Azure DevOps ecosystem. ### Security and Compliance +#### Access Control + + - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens. #### Release Gates - **(2021)** [devblogs.microsoft.com: Controlling Release Pipelines with Gates and Azure Policy Compliance 🌟](https://devblogs.microsoft.com/devops/controlling-release-pipelines-with-gates-and-azure-policy-compliance) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep technical look into establishing policy-driven release criteria. Explores how to query Azure Policy health before authorizing multi-stage production promotions, establishing guardrails against configuration drifts. @@ -328,6 +326,22 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [techcommunity.microsoft.com: New feature: easily assign regulatory compliance policies to your Azure Landing Zone](https://techcommunity.microsoft.com/blog/azurearchitectureblog/new-feature-easily-assign-regulatory-compliance-policies-to-your-azure-landing-z/4074957) [NONE CONTENT] [COMMUNITY-TOOL] β€” Outlines simplified mechanisms to assign regulatory compliance policies to Azure Landing Zone hierarchy trees. The feature enables platform administrators to quickly map PCI-DSS, ISO 27001, or FedRAMP benchmarks to specific landing zones, ensuring automated, non-disruptive governance across all workloads. ## Cloud Infrastructure +### Azure Networking + +#### Cost Optimization + + - **(2026)** [Which Azure Network is Cheaper?](https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This cost-analysis guide scrutinizes the pricing structures of Azure networking patterns, contrasting VNet Peering, Private Link, Virtual WAN, and ExpressRoute. It provides system architects with actionable formulas to optimize egress and internal data transfer fees, which are critical for high-throughput, multi-region distributed microservices. + - **(2025)** [A Guide to Azure Data Transfer Pricing](https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538) [N/A CONTENT] [COMMUNITY-TOOL] β€” A deep analysis of the financial implications of Azure data transit. The guide breaks down costs associated with intra-region, inter-region, availability zone traversal, and internet egress. It is highly valuable for designing cost-efficient microservices that utilize high-frequency data synchronizations. +#### Private Access + + - **(2025)** [Private Link Reality Bites: Service Endpoints vs Private Link](https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endpoints-vs-private-link) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep-dive comparison of Azure Service Endpoints versus Private Link. The author details critical architectural trade-offs: while Service Endpoints are simple to configure and leverage public IPs, Private Link allocates private endpoints within your virtual network, enhancing the security posture of microservice deployments by blocking data exfiltration channels, albeit with increased cost and complexity. +#### Security + + - **(2025)** [Azure Network Security Perimeter Concepts](https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An official conceptual reference for Azure Network Security Perimeters (NSP). This architecture allows enterprises to group PaaS resourcesβ€”such as Azure Key Vault and Storageβ€”and enforce access boundaries based on network identity, preventing data exfiltration and streamlining complex subnet-based network isolation policies. + - **(2025)** [Building a DDoS Response Plan with Azure DDoS Protection](https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256) [N/A CONTENT] [COMMUNITY-TOOL] β€” A technical operational playbook on structuring a rapid-response plan using Azure DDoS Protection. It details integration with Azure Firewall, Web Application Firewall (WAF), and automated telemetry routing to mitigate distributed attack vectors while ensuring business continuity for microservice APIs. +#### Subnet Peering + + - **(2025)** [Introducing Subnet Peering in Azure](https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduces the architectural paradigm of Subnet Peering in Azure, bypassing the traditional resource-heavy requirements of full Virtual Network (VNet) peering. This feature allows network engineers to establish direct, localized communication paths between designated subnets, optimizing security boundaries and address space usage. ### Container Orchestration (2) #### AKS Fleet Manager @@ -577,7 +591,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2022)** [argonsys.com: How to query Azure resources using the Azure CLI](https://argonsys.com/microsoft-cloud/library/how-to-query-azure-resources-using-the-azure-cli) [NONE CONTENT] [COMMUNITY-TOOL] β€” Shows how to build and execute JMESPath expressions within standard Azure CLI inputs, enabling programmatic array sorting and resource discovery. #### Azure Storage (1) -##### Cost Optimization +##### Cost Optimization (1) - **(2022)** [techcommunity.microsoft.com: Azure Storage Blob Count & Capacity usage Calculator](https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count--capacity-usage-calculator/3516855) [POWERSHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Presents dynamic automation options to calculate blob count and physical storage requirements across premium Azure Storage containers, facilitating cost modeling operations. #### Inventory Auditing @@ -783,6 +797,13 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Windows Tooling - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) ⭐ 26023 [C++ CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official open-source repository for winget-cli, Microsoft's Windows Package Manager. Standardizes command-line app deployment, installation, dependency discovery, and workspace updates. +## Developer Tools + +### IDE Extensions + +#### Azure Learning + + - **(2024)** [marketplace.visualstudio.com: Learn Cloud 🌟](https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β€” Visual Studio Code extension designed to accelerate cloud onboarding directly within the developer workspace. It streamlines access to Azure training modules and sandboxed labs, reducing cognitive context switching during technical training. ## Devsecops and Platform Engineering ### CICD and DevOps @@ -1320,7 +1341,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga #### Azure Sandbox - **(2026)** [Azure Sandbox](https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox) [BICEP CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A highly structured framework for rapidly spinning up isolated, secure development environments (sandboxes) on Azure. The architecture features pre-configured networking, automated lifecycle policies to prevent cost overrun, and mock workloads. It is perfect for developers to safely test cloud-native architectures and PoCs. -## Security +## Security (1) ### Identity and Access (2) @@ -1445,7 +1466,7 @@ description: "Top Azure resources for 2026, AI-ranked: PowerShell, PowerShell Ga - **(2024)** [==Azure-Samples/jmeter-aci-terraform==](https://github.com/Azure-Samples/jmeter-aci-terraform) ⭐ 119 [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” IaC template leveraging Terraform to provision distributed Apache JMeter load testing engines within Azure Container Instances (ACI). Allows engineers to spin up high-throughput parallel load agents in serverless environments without cluster maintenance. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [AWS Security](./aws-security.md) | [Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/caching.md b/v2-docs/caching.md index 8ad49efb..a6623103 100644 --- a/v2-docs/caching.md +++ b/v2-docs/caching.md @@ -51,6 +51,13 @@ description: "Top Caching resources for 2026, AI-ranked: Red Hat Data Grid, Varn #### Tau Edge - **(2025)** [==github.com/taubyte/tau: Tau==](https://github.com/taubyte/tau) ⭐ 5051 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Tau is an innovative, high-performance decentralized computing platform running WebAssembly (Wasm) workloads on the edge. It integrates autonomous routing, multi-tenant serverless orchestration, and distributed transactional db sync natively without standard cloud overhead. +## Infrastructure + +### Caching + +#### Redis + + - **(2023)** [Redis](https://redis.io) [C CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The documentation portal for Redis, an in-memory data store used as a cache, database, and message broker. It highlights key features like replication, clustering, and data structures (such as Streams and Sorted Sets) that power real-time apps. ## Infrastructure and Caching ### Database and Storage @@ -96,19 +103,14 @@ description: "Top Caching resources for 2026, AI-ranked: Red Hat Data Grid, Varn - **(2015)** [Nginx: a caching, thumbnailing, reverse proxying image server? 🌟](https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-image-server-) [NGINX CONF CONTENT] [COMMUNITY-TOOL] β€” A structural configuration showcase demonstrating Nginx's ability to act as a real-time, lightweight image resizing proxy using its native image filter module. Illustrates the power of Nginx as an all-in-one low-footprint media engine. ## Networking -### Load Balancing - -#### Haproxy - - - **(2025)** [HAProxy](https://www.haproxy.org) [C CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” HAProxy is an industry-standard, high-performance TCP/HTTP load balancer and proxy. It is widely praised for its raw event-driven architecture, rich session routing mechanisms, security structures, and efficiency. ### Security -#### Haproxy (1) +#### Haproxy - **(2023)** [haproxy.com: The HAProxy Enterprise WAF 🌟](https://www.haproxy.com/blog/the-haproxy-enterprise-waf) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Product portal for HAProxy's Enterprise Web Application Firewall (WAF). It reviews native layer 7 filtering options, custom protection rule sets, and performance profiles designed to mitigate OWASP risks at high traffic volume. ## Performance -### Caching +### Caching (1) #### Varnish On RHEL @@ -117,5 +119,5 @@ description: "Top Caching resources for 2026, AI-ranked: Red Hat Data Grid, Varn --- πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/chaos-engineering.md b/v2-docs/chaos-engineering.md index 32b0ead3..aefc24ff 100644 --- a/v2-docs/chaos-engineering.md +++ b/v2-docs/chaos-engineering.md @@ -77,7 +77,7 @@ description: "Top Chaos Engineering resources for 2026, AI-ranked: chaosblade, C - **(2021)** [thenewstack.io: Develop a Daily Reporting System for Chaos Mesh to Improve System Resilience](https://thenewstack.io/develop-a-daily-reporting-system-for-chaos-mesh-to-improve-system-resilience) [COMMUNITY-TOOL] β€” Details the development of a daily scheduled reporting workflow for Chaos Mesh. Explains how to parse and visualize test experiment outcomes, providing automated resilience scores and history charts for technical stakeholders. --- -πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [SRE](./sre.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index df3f9f9b..289acb94 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -1,5 +1,5 @@ --- -description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Cerebras AI and more β€” curated Cloud Native tools, guides and references." +description: "Curated, AI-ranked ChatGPT resources for the 2026 Cloud Native architect: top-tier tools, guides and references (AI)." --- # ChatGPT @@ -9,14 +9,6 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Cere !!! info "Architectural Context" Detailed reference for ChatGPT in the context of AI. -## AI and Platform Engineering - -### AI Assistants - -#### Developer Productivity - - - **(2025)** [GitHub Copilot Now Explains Failed Actions Jobs (GA)](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) [COMMUNITY-TOOL] β€” General availability announcement detailing Copilot's integration into the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors, trace failures, and propose immediate pipeline repair steps. - - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Details Google's launch of Gemini Code Assist, leveraging a vast token context window. Emphasizes integration within internal IDEs and Google Cloud Platform services to challenge the GitHub Copilot ecosystem. ## Architectural Foundations ### Kubernetes Tools @@ -36,7 +28,7 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Cere ### Prompt Engineering -#### Developer Productivity (1) +#### Developer Productivity - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) ⭐ 3761 [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A master curation of system-level prompt templates specifically optimized for Google NotebookLM. It accelerates complex source material ingestions, contextual extractions, and structured summarizing processes for technical architects. (Live Grounding: Highlights the 2026 intersection of AI workflow orchestration and engineering documentation maintenance). ## Cloud Native Infrastructure @@ -54,13 +46,6 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Cere #### Declarative Manifests - [github.com/robusta-dev/chatgpt-yaml-generator](https://github.com/robusta-dev/chatgpt-yaml-generator) ⭐ 117 [COMMUNITY-TOOL] β€” A tailored schema wizard matching generative prompts to robust Kubernetes structures. Generates production-ready configurations containing service boundaries, volume bindings, and routing structures. -## Cloud Native Operations - -### Ai-powered Operations aiops - -#### Kubernetes Troubleshooting - - - **(2023)** [k8sgpt.ai](https://k8sgpt.ai) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An innovative, community-driven tool that integrates LLMs directly with Kubernetes diagnostic commands. By parsing cluster states, configuration anomalies, and system logs, k8sgpt provides clear explanations and automated remediation commands. It is a premier tool in the shift towards AI-powered autonomous operations (AIOps). ## Data Analysis ### Spreadsheet Automation @@ -85,49 +70,23 @@ description: "Top ChatGPT resources for 2026, AI-ranked: LLMs-from-scratch, Cere #### Workplace Automation - **(2023)** [businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde preparar reuniones hasta quitarme el pegamento de los dedos](https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162) [SPANISH CONTENT] 🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” Reportaje de carΓ‘cter prΓ‘ctico que expone la incorporaciΓ³n intensiva de agentes de IA conversacional dentro del flujo de trabajo corporativo diario, ilustrando la aceleraciΓ³n de tareas de sΓ­ntesis y redacciΓ³n tΓ©cnica. [SPANISH CONTENT] -## Infrastructure - -### Artificial Intelligence (2) - -#### Hardware Acceleration - - - **(2025)** [Cerebras AI](https://www.cerebras.ai) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Dedicated AI computer systems utilizing Wafer-Scale Engine (WSE) technology. Delivers unprecedented compute density and memory bandwidth to train large-scale neural networks without the distributed communication overhead of traditional GPU clusters. -## Infrastructure As Code (1) - -### Ansible - -#### Releases - - - **(2021)** [ansible.com: Announcing the Community Ansible 3.0.0 Package 🌟](https://www.redhat.com/en/blog/channel/open-source-communities) [COMMUNITY-TOOL] β€” Details the structural transition introduced in Ansible 3.0.0. Focuses on the architectural split that separated 'ansible-core' engine components from 'collections' packages, resolving dependency bottlenecks and streamlining modern community module delivery. ## Market Analysis -### Artificial Intelligence (3) +### Artificial Intelligence (2) #### Industry Dynamics - [genbeta.com: En la era de la inteligencia artificial, Microsoft es el nuevo' Google](https://www.genbeta.com/a-fondo/era-inteligencia-artificial-microsoft-nuevo-google) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analiza la evoluciΓ³n de Microsoft como lΓ­der de la revoluciΓ³n de IA generativa a travΓ©s de su alianza con OpenAI, contrastΓ‘ndolo con la postura reactiva de Google ante los modelos de lenguaje transformadores. [SPANISH CONTENT] ## Software Engineering -### Ai-assisted Development - -#### LLM Prompting - - - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β€” A curated reference hub containing structured tutorials, system prompting templates, and context optimization strategies for leveraging Anthropic's Claude models. Focuses on maximizing the quality of complex reasoning pipelines and architectural code reviews. ### Ai-assisted Operations #### Code Generation Quality - [thenewstack.io: Developers Put AI Bots to the Test of Writing Code](https://thenewstack.io/developers-put-ai-bots-to-the-test-of-writing-code) [COMMUNITY-TOOL] β€” Empirical evaluation measuring code-generation accuracy across popular AI engines. Examines compiler error rates, structural vulnerabilities, and the necessity of developer supervision in AI workflows. -## Specialized AI Applications - -### Healthcare Systems - -#### Voice Assistants - - - **(2025)** [Microsoft Dragon Copilot: Unified Voice AI Assistant for Healthcare](https://news.microsoft.com/source/2025/03/03/microsoft-dragon-copilot-provides-the-healthcare-industrys-first-unified-voice-ai-assistant-that-enables-clinicians-to-streamline-clinical-documentation-surface-information-and-automate-task) [COMMUNITY-TOOL] β€” Examines Microsoft's Dragon Copilot, the healthcare industry's first unified voice AI assistant. It streamlines clinical documentation, automates repetitive administrative tasks, and securely surfaces critical patient records within strict HIPAA compliance parameters. --- -πŸ’‘ **Explore Related:** [MLOps](./mlops.md) | [AI](./ai.md) | [AI Agents MCP](./ai-agents-mcp.md) +πŸ’‘ **Explore Related:** [AI](./ai.md) | [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/cheatsheets.md b/v2-docs/cheatsheets.md index 16eef4f7..582f5b35 100644 --- a/v2-docs/cheatsheets.md +++ b/v2-docs/cheatsheets.md @@ -40,6 +40,9 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee ### AWS +#### Security and IAM + + - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) [HTML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The definitive AWS reference for constructing fine-grained IAM policies. It outlines exact service actions, resource types, and condition context keys required to enforce the principle of least privilege in enterprise architectures. This resource is indispensable for security engineers building cloud access models. #### Storage - **(2023)** [awsgeek.com/Amazon-S3](https://www.awsgeek.com/Amazon-S3) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly visual architectural breakdown of Amazon S3 features, storage classes, and lifecycle policies. This resource maps complex cloud storage abstractions into readable visual cheat sheets, clarifying performance tiers and security boundaries. Excellent for quick architectural onboarding and design sessions. @@ -55,6 +58,20 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### Project Wikis - **(2021)** [confluence.sakaiproject.org](https://sakaiproject.atlassian.net/wiki) [JAVA CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Central wiki repository hosted by Atlassian Confluence detailing design decisions, setup scripts, and architectural patterns of the open-source Sakai educational software suite. Highly valued for tracing monolithic Java stack layouts and migrations. +## Containers + +### Security and Hardening + +#### Compliance Frameworks + + - **(2025)** [cheatsheetseries.owasp.org: Docker Security Cheat Sheet 🌟🌟](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The gold-standard security reference outlining precise configuration structures for Docker environments. Covers namespaces, read-only filesystems, network configurations, and active runtime protection policies. +## Core Kubernetes + +### Basics + +#### Glossary + + - **(2023)** [Kubernetes Glossary 🌟](https://www.bluematador.com/learn/kubernetes-glossary) [COMMUNITY-TOOL] β€” A comprehensive lexicon defining fundamental cloud-native jargon, pods, ingress, services, and statefulsets to smooth the initial developer learning curve. ## Data Science and ML ### Data Science @@ -64,7 +81,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2022)** [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part 1](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-1.html) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” Part one of a detailed data science index, offering consolidated guides for pandas datasets, multi-dimensional numpy computations, and essential algebraic and statistical operations. ### Machine Learning -#### Glossary +#### Glossary (1) - **(2026)** [Machine Learning Glossary](https://developers.google.com/machine-learning/glossary) [COMMUNITY-TOOL] β€” An authoritative dictionary compiled by Google to standardize terms across core AI and machine learning engineering domains. Explores architectural paradigms, neural network elements, deployment metrics, and training pipeline semantics crucial for production systems. ### Notebook Environments @@ -144,6 +161,13 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### Admin Shortcuts - **(2023)** [cmcrowell.com/cheat-sheet 🌟](https://cmcrowell.com/cheat-sheet) [HTML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A concise aggregate cheat sheet mapping Linux sysadmin syntax, database queries, and cloud orchestration scripts. Simplifies multi-tool engineering routines by locating key operations under a single landing page. +## Developer Tooling + +### Developer Knowledge + +#### Cheat Sheets (4) + + - **(2025)** [**QuickRef.ME - Quick Reference Cheat Sheets**](https://quickref.me/index.html) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” QuickRef.ME offers highly organized cheat sheets covering major programming languages, CLI utilities, databases, and platform architectures. It serves as a rapid reference dashboard that reduces lookup overhead during continuous programming cycles. ## Development ### Version Control @@ -210,7 +234,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee ### Developer Education (1) -#### Cheat Sheets (4) +#### Cheat Sheets (5) - **(2024)** [cheatography.com](https://cheatography.com) [NONE CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A collaborative platform dedicated to creating and downloading structured cheat sheets across multiple developer domains. It offers rapid summaries for command-line tools, frameworks, programming languages, and system diagnostics. ### OSINT @@ -254,7 +278,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2026)** [developers.redhat.com: Buildah Cheat Sheet](https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet) [SHELL CONTENT] [COMMUNITY-TOOL] β€” A command reference for Buildah, Red Hat's daemonless container image builder. Curator Insight values security improvements from not requiring docker sockets. Live Grounding verifies Buildah's central position in secure enterprise-grade CI pipelines. ### Developer Education (2) -#### Cheat Sheets (5) +#### Cheat Sheets (6) - **(2024)** [==wizardzines.com 🌟==](https://wizardzines.com) [NONE CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A series of hand-illustrated, highly educational booklets explaining complex infrastructure, networking, and systems administration concepts. Authored by Julia Evans, they simplify complex debugging processes like DNS routing and system tracing. ### Infrastructure As Code @@ -301,9 +325,28 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2026)** [linuxhandbook.com: Yum Command Cheat Sheet](https://linuxhandbook.com/cheatsheets/yum) [SHELL CONTENT] [LEGACY] β€” A targeted documentation reference detailing Yellowdog Updater, Modified (YUM) CLI syntax. Curator Insight underscores its convenience for RHEL-based systems. Live Grounding clarifies its transition to DNF in modern corporate OS environments, positioning this as vital legacy knowledge. ### Shell Scripting -#### Cheat Sheets (6) +#### Cheat Sheets (7) - **(2023)** [developers.redhat.com: Bash Shell Scripting Cheat Sheet](https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet) [BASH CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A production-grade reference sheet covering variable handling, stream redirections, array controls, and error handling behaviors inside POSIX-compliant terminal environments. It is a vital reference for building robust infrastructure automation scripts. +## Infrastructure and Operations + +### Shell Scripting (1) + +#### Best Practices + + - **(2015)** [==Bash Pitfalls 🌟==](https://mywiki.wooledge.org/BashPitfalls) [BASH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The canonical compendium of syntax traps, variable-expansion failures, and execution hazards in GNU Bash. This reference provides deep architectural insight into bash process substitution, globbing, and pipeline evaluation. Live Grounding verifies this wiki as the definitive industry guide for engineering resilient, non-deterministic system scripts. +### Terminal Environment + +#### Tricks and Tweaks + + - **(2008)** [**CommandLineFu 🌟**](https://www.commandlinefu.com/commands/browse) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, crowd-sourced catalog of advanced Linux command execution scripts, categorized by utility and syntax goals. Live Grounding confirms it is widely used by system administrators to query fast fixes and operational bash templates. +## Kubernetes and Scaling + +### Resource Management + +#### Reference Materials + + - **(2023)** [thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet 🌟](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet) [N/A CONTENT] [COMMUNITY-TOOL] β€” A concise, actionable reference sheet summarizing core resources limits, request definitions, and autoscaler configuration arguments. A stellar quick-guide for DevOps engineers designing production-ready workload templates. ## Kubernetes Tools ### General Reference @@ -339,6 +382,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee ??? abstract "Architect's Technical Comparison Table" | Solution | Maturity | Primary Focus | Language | Stars | | :--- | :--- | :--- | :--- | :--- | + | [kubernetes.io 🌟](https://kubernetes.io/docs/reference/kubectl/quick-reference) | | CLI Management | Markdown | 🌟🌟🌟🌟🌟 | | [developers.redhat.com: Kubernetes Cheat Sheet](https://developers.redhat.com/cheat-sheets/kubernetes) | | CLI Management | PDF | 🌟🌟🌟🌟 | | [dockerlabs.collabnix.com: Cheatsheet - Kubectl 🌟](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) | | CLI Management | HTML | 🌟🌟🌟 | | [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) | | CLI Management | HTML | 🌟🌟🌟 | @@ -348,8 +392,8 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee | [opensource.com: 9 kubectl commands sysadmins need to know 🌟](https://opensource.com/article/20/5/kubectl-cheat-sheet) | | CLI Management | HTML | 🌟🌟🌟 | | [fabric8 - kubectl](https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md) | | CLI Management | Markdown | 🌟🌟🌟 | | [thechief.io: The Definitive Kubectl Cheat Sheet](https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet) | | CLI Management | HTML | 🌟🌟 | - | [myfuturehub.com: Must Keep these Kubernetes Commands handy](https://myfuturehub.com/must-keep-these-kubernetes-commands-handy) | | CLI Management | HTML | 🌟🌟 | + - **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The canonical reference documentation for the kubectl command-line utility. Provides up-to-date syntax patterns for resource creation, patch edits, formatting outputs, and real-time container log analysis across active nodes. - **(2024)** [**developers.redhat.com: Kubernetes Cheat Sheet**](https://developers.redhat.com/cheat-sheets/kubernetes) [PDF CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Enterprise-focused Red Hat guide summarizing essential kubectl command structures for cluster administrators. Designed to aid engineers managing OpenShift or vanilla Kubernetes distributions, ensuring fast recovery and diagnostic workflows. - **(2024)** [dockerlabs.collabnix.com: Cheatsheet - Kubectl 🌟](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) [HTML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A collaborative tutorial reference detailing standard kubectl execution sequences. Designed for cloud-native learners mapping Docker concepts directly onto operational Kubernetes paradigms. - **(2023)** [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) [HTML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A structured checklist detailing syntax protocols for diagnosing unstable cluster resources. Groups commands dynamically around service scaling, event monitoring, and pod metadata inspections. @@ -404,11 +448,18 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2023)** [teamhood.com: scrum cheat sheet](https://teamhood.com/agile/scrum-cheat-sheet) [COMMUNITY-TOOL] β€” A practical guide outlining Scrum frameworks, detailing sprint cycles, key delivery templates, user-story estimation rules, and standard agile metrics to optimize development velocity. ## Reference Portal -### Cheat Sheets (7) +### Cheat Sheets (8) #### General IT - **(2021)** [simplecheatsheet.com](https://simplecheatsheet.com) [N/A CONTENT] [COMMUNITY-TOOL] β€” A developer-oriented cheat sheet aggregate portal designed for quick reference access. Houses quick syntax charts for scripting runtimes, operating system CLIs, and configuration tools, optimizing task execution speed for active software engineers. +## Research + +### Architecture Analysis + +#### Infrastructure Design + + - **(2024)** [learnk8s.io: Kubernetes Research. Research documents on node instance types, managed services, ingress controllers, CNIs, etc.](https://learnkube.com/research) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An exceptional, data-driven research catalog evaluating critical Kubernetes deployment components. Compiles comparative benchmarks and analyses of CNI plugins (Cilium, Calico), cloud providers (EKS, GKE, AKS), virtual machine shapes, and Ingress Controller solutions, highlighting costs and latencies. ## Security ### Application Security (1) @@ -495,6 +546,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2025)** [hackingcpp.com: C++ Cheat Sheets](https://hackingcpp.com/cpp/cheat_sheets) [C++ CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced Modern C++ reference targeting specifications up to C++23. Explains smart memory management, standard template library algorithms, and modern concurrency features. #### Go + - **(2025)** [devhints.io/go: Go cheatsheet](https://devhints.io/go) [GO CONTENT] [COMMUNITY-TOOL] β€” A high-density Go interface dashboard providing rapid syntactical access. Highlights slice memory operations, struct compositions, dynamic channels, and concurrency waitgroups to speed up systems programming. - **(2025)** [github.com: golang-cheat-sheet](https://github.com/a8m/golang-cheat-sheet) ⭐ 8800 [GO CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A high-density Go reference database. It details Go core syntaxes, standard library definitions, channels, interface rules, and concurrency patterns to accelerate systems-level software development. #### Javascript @@ -512,6 +564,14 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee #### REST Clients - **(2023)** [developers.redhat.com: MicroProfile Rest Client Cheat Sheet](https://developers.redhat.com/cheat-sheets/microprofile-rest-client) [JAVA CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A developer-focused reference document detailing the MicroProfile REST Client API. It provides a blueprint for programmatically building type-safe REST clients in Java enterprise architectures to secure and simplify communication between microservices. +### Version Control Systems + +#### Git Operations + + - **(2018)** [Atlassian Git Cheatsheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Atlassian's reference cheatsheet detailing basic and advanced Git operations. Provides quick access to commands for cloning, staging, merging, rebasing, and troubleshooting common version-control issues. +#### Git Workflows + + - **(2012)** [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An interactive, visual cheatsheet summarizing standard `git-flow` command line operations. Provides developers with quick, copy-pasteable snippets for initializing, executing, and finalizing feature, release, and hotfix branches. ### Web Development #### Nodejs (1) @@ -563,7 +623,7 @@ description: "Top Cheatsheets resources for 2026, AI-ranked: Markdown Cheat Shee - **(2025)** [**blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet 🌟**](https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet) [HTML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Focuses on protecting applications by avoiding hardcoded secrets, securing base images, and implementing strict runtime privileges within Docker builds. Provides precise, actionable rules for integrating automated container security checks into CI/CD pipelines. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/cicd-kubernetes-plugins.md b/v2-docs/cicd-kubernetes-plugins.md index aeac4e1b..0372f2be 100644 --- a/v2-docs/cicd-kubernetes-plugins.md +++ b/v2-docs/cicd-kubernetes-plugins.md @@ -1,5 +1,5 @@ --- -description: "Top CI/CD Kubernetes Plugins resources for 2026, AI-ranked: GitLab Kubernetes Agent, openshift-pipeline and more β€” curated Cloud Native tools, guides and references." +description: "Curated, AI-ranked CI/CD Kubernetes Plugins resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Engineering Pipeline)." --- # CI/CD Kubernetes Plugins @@ -16,20 +16,16 @@ description: "Top CI/CD Kubernetes Plugins resources for 2026, AI-ranked: GitLab #### Gitlab Integration - **(2024)** [==GitLab Kubernetes Agent==](https://docs.gitlab.com/user/clusters/agent) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A secure, bidirectional, and active cluster integration agent (now known as the GitLab Agent for Kubernetes) that enables enterprise GitOps workflows. Operating inside the target cluster, it pulls configurations from Git repositories, avoiding the security risk of exposing Kube-apiserver endpoints to external CI runners. -### Openshift +## Software Engineering -#### CLI Tools +### Collaborative Platforms - - **(2022)** [==openshift-client==](https://plugins.jenkins.io/openshift-client) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A vital Jenkins plugin that packages and injects the OpenShift CLI (oc) command tool directly into pipeline execution containers. It enables automation scripts to easily authenticate, query, and manipulate OpenShift namespaces, security context constraints (SCCs), and route resources. -#### Pipelines +#### Kubernetes Integration - - **(2022)** [==openshift-pipeline==](https://plugins.jenkins.io/openshift-pipeline) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A key Jenkins integration designed to trigger and coordinate OpenShift source-to-image (S2I) and binary-to-image build pipelines directly from Jenkins stages. It bridges traditional centralized orchestration with OpenShift-native application delivery models. Modern workloads are increasingly migrating toward Tekton-based OpenShift Pipelines. -#### Synchronization - - - **(2022)** [==openshift-sync==](https://plugins.jenkins.io/openshift-sync) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Jenkins plugin designed to continuously synchronize Jenkins Job states, configurations, and build logs directly with OpenShift’s Build configurations and pipelines. By unifying build states, it provides developers with a single dashboard experience within the native OpenShift console interface. + - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Details the GitLab 14.1 release, highlighting its integrated Helm chart registry and custom escalation policies. Explains how teams can store and manage Kubernetes deployment packaging files directly alongside their application source code. --- -πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/cicd.md b/v2-docs/cicd.md index 7ecd2bf7..aae67018 100644 --- a/v2-docs/cicd.md +++ b/v2-docs/cicd.md @@ -22,13 +22,13 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi #### General Reference - - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - [cd.foundation: 2021 Technology Trends and Predictions](https://cd.foundation/blog/2021/02/01/trends-that-will-define-ci-cd-in-2021) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cd.foundation: 2021 Technology Trends and Predictions in the Kubernetes Tools ecosystem. - [javacodegeeks.com: The Case Against CI/CD](https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering javacodegeeks.com: The Case Against CI/CD in the Kubernetes Tools ecosystem. - [guru99.com: CI/CD Pipeline: Learn with Example 🌟🌟🌟](https://www.guru99.com/ci-cd-pipeline.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==guru99.com: CI/CD Pipeline: Learn with Example== 🌟🌟🌟 in the Kubernetes Tools ecosystem. - [dzone.com: How To Build an Effective CI/CD Pipeline](https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com: How To Build an Effective CI/CD Pipeline== in the Kubernetes Tools ecosystem. - [dzone.com: An Overview of CI/CD Pipelines With Kubernetes](https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com: An Overview of CI/CD Pipelines With Kubernetes== in the Kubernetes Tools ecosystem. - [devopslearners.com: Blue-Green vs Canary Deployment](https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering devopslearners.com: Blue-Green vs Canary Deployment in the Kubernetes Tools ecosystem. + - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - [dzone: DevOps: CI/CD Tools to Watch Out for in 2022](https://dzone.com/articles/devops-cicd-tools-to-watch-out-for-in-2022) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: DevOps: CI/CD Tools to Watch Out for in 2022 in the Kubernetes Tools ecosystem. ## CICD @@ -149,6 +149,11 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi #### Red Hat Openshift - **(2023)** [developers.redhat.com: The present and future of CI/CD with GitOps on Red Hat OpenShift 🌟](https://developers.redhat.com/blog/2020/09/03/the-present-and-future-of-ci-cd-with-gitops-on-red-hat-openshift) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses on Red Hat OpenShift's alignment with GitOps and Pipelines frameworks (Argo CD and Tekton). Highlights architectural benefits of multi-cluster visual state synchronizations and declarative deployment pipelines. +### Platform Engineering + +#### Kubernetes Management + + - **(2025)** [Devtron Labs: Devtron provides a 'seamless,’ 'implementation agnostic uniform interface' across Kubernetes Life Cycle integrated with most Opensource and commercial tools](https://devtron.ai) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open-source, tool-agnostic application management platform for Kubernetes. Unifies discrete CI/CD workflows, GitOps, observability tooling, and cluster resource debugging into a single visual interface, drastically lowering cognitive load. ### Progressive Delivery #### Feature Flags @@ -186,11 +191,13 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi - **(2023)** [infoworld.com: What is CI/CD? Continuous integration and continuous delivery explained](https://www.infoworld.com/article/2269266/what-is-cicd-continuous-integration-and-continuous-delivery-explained.html) [COMMUNITY-TOOL] β€” An industry-wide reference analyzing modern CI/CD patterns and structural components. Highlights automation, continuous testing, delivery stages, and the operational divide between cloud delivery and automated deployment. - **(2023)** [harness.io: CI/CD Pipeline: Everything You Need to Know 🌟](https://www.harness.io/blog/ci-cd-pipeline) 🌟 [COMMUNITY-TOOL] β€” Comprehensive architectural analysis of enterprise CI/CD systems. Evaluates core lifecycle phases from repository check-ins to automated canary strategies and active rollback mechanisms in production environments. - **(2022)** [kodekloud.com: What is CI/CD Pipeline in DevOps](https://kodekloud.com/blog/ci-cd-pipeline-in-devops) [COMMUNITY-TOOL] β€” A learner-focused pipeline design overview. Analyzes build automation systems, continuous testing stages, and how pipeline stages are sequenced to achieve robust, rapid cloud application deployments. - - **(2022)** [cloudbees.com: Key Components of a CI/CD Pipeline](https://www.cloudbees.com/blog/ci-cd-pipeline) [COMMUNITY-TOOL] β€” Breaks down core structural parts of pipeline delivery workflows. Details standard roles for source version managers, build runtimes, package registries, and staging environments. - **(2022)** [opsmx.com: What is a CI/CD Pipeline ?](https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline) [COMMUNITY-TOOL] β€” Details CI/CD pipeline structures with a strong focus on verification gates and multi-environment promotion. Highlights techniques used to scale deployments securely while mitigating environmental divergence. - **(2021)** [techuz.com: What is CI/CD? An Introduction to Continuous Integration, Continuous Deployment and CI/CD Pipeline](https://www.techuz.com/blog/what-is-ci-cd-an-introduction-to-continuous-integration-continuous-deployment-and-ci-cd-pipeline) [COMMUNITY-TOOL] β€” Introduction to structural components of continuous delivery environments. Details standard pipeline phases, source control integrations, and tooling selections to transition from manual builds to automated pipelines. - **(2021)** [linkedin pulse: Enabling CI/CD to Boost DevOps | Pavan Belagatti](https://www.linkedin.com/pulse/enabling-cicd-boost-devops-pavan-belagatti) [COMMUNITY-TOOL] β€” Explains the foundational role of automated integration and delivery loops in boosting developer velocity. Emphasizes collaborative automation and fast failure recovery. - **(2019)** [opensource.com: A beginner's guide to building DevOps pipelines with open source tools](https://opensource.com/article/19/4/devops-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” A foundational guide outlining how to build robust, open-source DevOps pipelines. It discusses orchestrating continuous integration and continuous deployment environments using tools like Jenkins, providing a roadmap for establishing automated feedback loops. +#### Kubernetes Orchestration + + - **(2021)** [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [COMMUNITY-TOOL] β€” Accelerating release cycles in Kubernetes environments requires modernizing the CI/CD pipeline with cloud-native orchestration techniques. By automating build, test, and container promotion workflows, teams can minimize deployment errors and configuration drift. The focus is on implementing progressive delivery strategies such as canary and blue-green deployments to de-risk production releases. #### State Of DevOps - **(2023)** [sdtimes.com: The State of CI/CD](https://sdtimes.com/cicd/the-state-of-ci-cd) [COMMUNITY-TOOL] β€” Analyzes broad trends in delivery pipelines, detailing modern bottlenecks and the rising use of platform engineering teams to provide standardized templates for developer consumption. @@ -230,6 +237,11 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) ⭐ 2012 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source Model Context Protocol (MCP) skill set built for AI agents. Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure configurations through intelligent, context-aware LLM tool calls. ## Infrastructure As Code (1) +### AI Integration (1) + +#### Copilot For Azure + + - **(2025)** [Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) [NONE CONTENT] [COMMUNITY-TOOL] β€” Technical optimization guide exploring the use of GitHub Copilot for drafting Bicep, ARM, and Terraform configurations. Shows how to engineer precise prompt schemas to maintain syntax standards. ### CICD (9) #### Security and Compliance @@ -258,7 +270,7 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi ### Introduction - **(2018)** [opensource.com: What is CI/CD?](https://opensource.com/article/18/8/what-cicd) [COMMUNITY-TOOL] β€” A foundational educational guide detailing the concepts, benefits, and components of Continuous Integration and Continuous Deployment (CI/CD). It explains how pipeline automation accelerates software delivery, guarantees build consistency, and serves as the operational substrate for DevOps cultures. -## Platform Engineering +## Platform Engineering (1) ### Developer Experience @@ -289,7 +301,7 @@ description: "Curated, AI-ranked CI/CD resources for the 2026 Cloud Native archi - **(2022)** [thinkinglabs.io: Feature Branching considered evil 🌟](https://thinkinglabs.io/talks/feature-branching-considered-evil.html) 🌟 [COMMUNITY-TOOL] β€” An analytical critique of long-lived feature branching practices, advocating strongly for trunk-based development. Explains how delayed merges impede true continuous integration and degrade delivery velocities. --- -πŸ’‘ **Explore Related:** [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md) | [Jenkins](./jenkins.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/cloud-arch-diagrams.md b/v2-docs/cloud-arch-diagrams.md index 9390062a..e623ab5c 100644 --- a/v2-docs/cloud-arch-diagrams.md +++ b/v2-docs/cloud-arch-diagrams.md @@ -113,6 +113,16 @@ description: "Top Cloud Arch Diagrams resources for 2026, AI-ranked: PlantUML, H #### Go - **(2021)** [cloudogu/k8s-diagrams](https://github.com/cloudogu/k8s-diagrams) ⭐ 339 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized CLI utility built to parse Kubernetes live states and manifest specifications directly into clean, structured architectural diagrams. Resolves the operational pain point of manual cluster mapping, providing engineers with an accurate visual layout of active workloads, routes, and cluster components. +## Cloud Infrastructure + +### Azure Networking + +#### Global Infrastructure + + - **(2026)** [Azure Products by Region Table](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The definitive, live-updated reference catalog mapping the global availability of Azure services and network products across all Azure regions. This matrices-driven tool is vital for cloud architects designing multi-region redundancy, data residency compliance, and edge microservice topologies. +#### Network Topology + + - **(2025)** [Hub-Spoke Network Topology in Azure - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The foundational blueprint for Azure Hub-and-Spoke network design patterns. This guide details how to centralize shared infrastructure servicesβ€”such as firewalls, DNS, and ExpressRoute gatewaysβ€”within a hub VNet, while separating distinct microservice workloads into isolated spoke VNets. ## Cloud Platforms ### AWS Integration @@ -144,7 +154,7 @@ description: "Top Cloud Arch Diagrams resources for 2026, AI-ranked: PlantUML, H - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) ⭐ 95 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An innovative open-source tool bridging declarative Bicep files, live Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation processes during complex infrastructure-as-code planning. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/cloud-asset-inventory.md b/v2-docs/cloud-asset-inventory.md index fb6ff627..cb7d03ef 100644 --- a/v2-docs/cloud-asset-inventory.md +++ b/v2-docs/cloud-asset-inventory.md @@ -16,9 +16,7 @@ description: "Curated, AI-ranked Cloud Asset Inventory resources for the 2026 Cl #### Cloud Analytics - **(2026)** [cloudquery.io: Cloud Query: The open-source cloud asset inventory powered by SQL](https://www.cloudquery.io) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open-source high-performance security and asset discovery tool that parses cloud configuration APIs into standard SQL databases. Enables infrastructure teams to perform complex auditing, compliance mapping, and security reporting. - - **(2026)** [steampipe](https://steampipe.io) [GO CONTENT] [COMMUNITY-TOOL] β€” An extensible open-source command-line framework that translates APIs and cloud inventories into virtual SQL tables. Enables DevOps engineers to construct real-time dashboards and audit configuration profiles on multi-cloud hosts. - **(2023)** [cloudquery.io: Building an Open-Source Cloud Asset Inventory with CloudQuery and Grafana](https://www.cloudquery.io/learning-center/cloud-asset-management) [SQL CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step implementation guide detailing how to ingest cloud infrastructure state via CloudQuery and visualize data patterns within Grafana. Outlines pipeline construction, scheduling, and database optimization. - - **(2022)** [Querying AWS at scale across APIs, Regions, and accounts](https://aws.amazon.com/blogs/opensource/querying-aws-at-scale-across-apis-regions-and-accounts) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Enterprise guide mapping performance configurations designed to query massive multi-account, multi-region AWS environments. Analyzes API latency limitations, concurrency protocols, and security audits utilizing SQL query abstractions. ### Storage and Databases #### Distributed Block Storage @@ -33,7 +31,7 @@ description: "Curated, AI-ranked Cloud Asset Inventory resources for the 2026 Cl - **(2024)** [CloudCanvas - Diagramming for Cloud Infrastructure](https://cloudcanvas.co) [TYPESCRIPT CONTENT] [EMERGING] β€” CloudCanvas is an emerging interactive workspace tool tailored for designing cloud topologies and auto-generating infrastructure-as-code manifests. By linking architectural nodes directly to API-driven configurations, it helps bridge the gap between architectural diagramming and operational execution. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/cloudflare.md b/v2-docs/cloudflare.md index 48bf41a6..dd3d66a4 100644 --- a/v2-docs/cloudflare.md +++ b/v2-docs/cloudflare.md @@ -34,7 +34,7 @@ description: "Curated, AI-ranked Cloudflare resources for the 2026 Cloud Native - **(2026)** [blog.cloudflare.com: Zero Trust Private Networking Rules](https://blog.cloudflare.com/zero-trust-private-networking-rules) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Architectural documentation for defining identity-aware, Zero Trust private network topologies in Cloudflare. Explains granular permission structures to govern internal database and API access paths. --- -πŸ’‘ **Explore Related:** [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) +πŸ’‘ **Explore Related:** [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) | [Web Servers](./web-servers.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/container-managers.md b/v2-docs/container-managers.md index 822b4552..0a795c60 100644 --- a/v2-docs/container-managers.md +++ b/v2-docs/container-managers.md @@ -1,5 +1,5 @@ --- -description: "Top Container Managers resources for 2026, AI-ranked: Frakti, crun and more β€” curated Cloud Native tools, guides and references." +description: "Top Container Managers resources for 2026, AI-ranked: podman, buildah and more β€” curated Cloud Native tools, guides and references." --- # Container Runtimes/Managers, Base Images and Container Tools. Podman, Buildah and Skopeo @@ -221,10 +221,18 @@ description: "Top Container Managers resources for 2026, AI-ranked: Frakti, crun - **(2022)** [scrivano.org: the journey to speed up running OCI containers](https://scrivano.org/posts/2022-10-21-the-journey-to-speed-up-oci-containers) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An exceptional technical post investigating performance optimization avenues for OCI containers. It explores the historical startup bottlenecks of container initialization and deep dives into storage drivers, container startup phases, and runtime improvements inside tools like crun. ## Infrastructure -### Containers +### Containerization (1) #### Image Building + - **(2026)** [blog.alexellis.io: Building containers without Docker 🌟](https://blog.alexellis.io/building-containers-without-docker) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Written by cloud-native expert Alex Ellis, this post explores build tools (such as BuildKit, Buildah, and Kaniko) that compile container images without relying on a local Docker daemon. It unpacks the benefits of using non-docker setups inside Kubernetes CI/CD runner environments, avoiding Docker-in-Docker (DinD) security compromises. It serves as an essential manual for modern cloud pipeline designs. +#### Runtimes (1) + + - **(2026)** [What is Podman and How Does it Compare to Docker?](https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” An architectural comparison analyzing the structural differences between Docker and Podman. It highlights Podman's daemonless, rootless-by-default execution model and explains how this design reduces security attack vectors compared to Docker's centralized daemon. It also details Podman's native support for pod-like multi-container groupings, easing transitions toward Kubernetes. +### Containers + +#### Image Building (1) + - **(2021)** [developers.redhat.com: Getting started with Buildah](https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah) [N/A CONTENT] [LEGACY] β€” A comprehensive Red Hat Developers guide detailing the architectural transition from Dockerfile-based workflows to Buildah commands. It provides deep insights into script-driven image creation, showing engineers how to build nested filesystems directly inside OCI containers. The guide is highly practical for migrating complex legacy enterprise builds into lightweight Kubernetes-native deployment artifacts. #### Image Management @@ -232,6 +240,11 @@ description: "Top Container Managers resources for 2026, AI-ranked: Frakti, crun #### Migration - **(2022)** [youtube: How to live without Docker for developers - Part 1 | Migration from Docker to Buildah and Podman](https://www.youtube.com/watch?app=desktop&v=Fl0iLoAMdzc&ab_channel=AndrewMalkov) [N/A CONTENT] [COMMUNITY-TOOL] β€” A video-based tutorial guiding developers through migration from Docker to Podman and Buildah, detailing how to live without a daemon. It contrasts performance profiles, daemon socket vulnerabilities, and tool-chain integrations. Highly recommended for system architects looking to secure local environments and standardize on OCI-compliant developer workflows. +### Kernel + +#### Resource Allocation + + - **(2021)** [Controlling Process Resources with Linux Control Groups (cgroups)](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [C/BASH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A system-level deep dive explaining Linux control groups (cgroups v1/v2). Demonstrates how Kubernetes translates resource limits/requests in YAML manifests to cgroup system boundaries, enforcing CPU and memory quotas. ## Log Management and Diagnostics ### Command Line Tools @@ -246,9 +259,21 @@ description: "Top Container Managers resources for 2026, AI-ranked: Frakti, crun #### Podman Compose Integration - **(2021)** [developers.redhat.com: Using Podman Compose with Microcks: A cloud-native API mocking and testing tool](https://developers.redhat.com/blog/2021/04/22/using-podman-compose-with-microcks-a-cloud-native-api-mocking-and-testing-tool) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Demonstrates executing Microcks, a cloud-native API mocking and testing tool, with Podman Compose in unprivileged host environments. This integration enables developers to simulate OpenAPI, gRPC, and AsyncAPI services locally without the overhead or security risks of managing a complex virtualized Docker daemon. +## Platform + +### Container Engines (2) + +#### Daemonless Runtimes + + - **(2026)** [==podman==](https://podman.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Podman delivers a daemonless container engine framework for executing, managing, and building OCI containers. Rootless orchestration patterns are native to Podman, allowing seamless integration with Linux systemd configurations. +### Container Security + +#### OCI Builders + + - **(2026)** [==buildah==](https://buildah.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Buildah specializes in crafting OCI-compliant container images without requiring a background container daemon. It enables fine-grained Layer management, dramatically reducing the security footprint of target images by keeping build tools outside the final layers. --- -πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md) +πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md) -πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/crossplane.md b/v2-docs/crossplane.md index 02901f7e..8e851cdf 100644 --- a/v2-docs/crossplane.md +++ b/v2-docs/crossplane.md @@ -45,7 +45,7 @@ description: "Curated, AI-ranked Crossplane resources for the 2026 Cloud Native - **(2023)** [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud' Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) ⭐ 66 [YAML CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” A blueprint repository illustrating standard compositions and platform-ref layouts for deploying multi-cloud Kubernetes clusters using Crossplane. Provides direct, working configurations for credential partitioning, identity federation, and modular configuration hierarchies that conform to the Upbound control plane architecture. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md) +πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Devsecops](./devsecops.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/crunchydata.md b/v2-docs/crunchydata.md index 75a81b69..9cb4c639 100644 --- a/v2-docs/crunchydata.md +++ b/v2-docs/crunchydata.md @@ -181,10 +181,6 @@ description: "Top Crunchydata resources for 2026, AI-ranked: crunchy-pgadmin4, p #### Database Administration (1) - **(2020)** [info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes](https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β€” Guides the deployment of pgAdmin4 web client panels alongside database clusters inside Kubernetes. Reviews network ingress definitions, volume mounts, and credential injection mechanics. - - **(2020)** [info.crunchydata.com: Quickly Document Your Postgres Database Using psql Meta-Commands](https://www.crunchydata.com/blog/d-meta) [SQL CONTENT] [COMMUNITY-TOOL] β€” Interactive tutorial on the utilization of native psql meta-commands to rapidly trace schema layouts, inspect index sizes, and generate database structure documentation directly via CLI commands. -#### Developer Tutorials - - - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [SQL CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Interactive educational portal offering structured developer exercises focused on core database engineering. Includes tasks on indexing optimizations, raw performance telemetry, and complex JSON data orchestration strategies in PostgreSQL. #### Enterprise Solutions - **(2026)** [crunchydata.com](https://www.crunchydata.com) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Corporate entry point for Crunchy Data, a driving force behind enterprise-hardened, fully open-source PostgreSQL. Represents a suite of production support, compliance validation patterns, and cloud-native integration tools. @@ -205,7 +201,6 @@ description: "Top Crunchydata resources for 2026, AI-ranked: crunchy-pgadmin4, p #### Database Monitoring - **(2020)** [info.crunchydata.com: Monitoring PostgreSQL clusters in kubernetes](https://www.crunchydata.com/blog/monitoring-postgresql-clusters-in-kubernetes) [NONE CONTENT] [COMMUNITY-TOOL] β€” Details structural metric collection architectures for Kubernetes-hosted PostgreSQL. Describes the integration of specialized postgres_exporter containers to feed telemetry into Prometheus targets with visualized dashboard outputs. - - **(2020)** [info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes](https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β€” Hands-on implementation guide for deploying a scalable monitoring architecture for PostgreSQL. Instructs on integrating postgres_exporter configurations, configuring Prometheus scrape pools, and importing Grafana analytics interfaces. #### Long-term Storage - **(2020)** [info.crunchydata.com: Introducing the Postgres Prometheus Adapter](https://www.crunchydata.com/blog/using-postgres-to-back-prometheus-for-your-postgresql-monitoring-1) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An introduction to using the Postgres Prometheus Adapter to store Prometheus time-series metrics. Covers performance metrics, schema structures, and remote-write configurations. @@ -218,7 +213,7 @@ description: "Top Crunchydata resources for 2026, AI-ranked: crunchy-pgadmin4, p - **(2019)** [ref1](https://www.redhat.com/en/blog/understanding-service-accounts-sccs) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains OpenShift Service Accounts, Role-Based Access Control (RBAC), and Security Context Constraints (SCC). Understanding SCCs is vital when deploying complex operators that need custom security postures, such as stateful databases. This reference outlines how to grant specific system permissions safely, protecting multi-tenant clusters from security compromise. --- -πŸ’‘ **Explore Related:** [NoSQL](./nosql.md) | [Yaml](./yaml.md) | [Databases](./databases.md) +πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Databases](./databases.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/customer.md b/v2-docs/customer.md index 92df1d9c..f2318353 100644 --- a/v2-docs/customer.md +++ b/v2-docs/customer.md @@ -94,11 +94,6 @@ description: "Top Customer resources for 2026, AI-ranked: chaimeleon.eu, BMW Inn #### Software-defined Vehicles - **(2023)** [xataka.com: El auge del coche elΓ©ctrico y autΓ³nomo se ha topado con otra barrera: el software. Volkswagen lo sabe bien](https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien) [SPANISH CONTENT] 🌟🌟🌟 [LEGACY] β€” Analyzes the structural and architectural software challenges faced by Volkswagen (specifically Cariad) during its transition to Electric Vehicles (EVs) and Autonomous Driving (AD). The analysis covers the friction between legacy hardware-centric development cycles and modern, unified software-defined platform architectures. It highlights how decoupled hardware/software layers are critical to avoiding catastrophic launch delays in complex distributed automotive systems. -### Data Management (1) - -#### Enterprise Migration - - - **(2024)** [**xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta que no es la mejor forma de controlar las 20.000 piezas del coche**](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) [SPANISH CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Investigates Williams Racing's historic reliance on Microsoft Excel for managing over 20,000 individual Formula 1 car components, and their subsequent modernization. The lack of relational integrity, collaborative concurrency, and historical audit trails in spreadsheets led to massive operational overhead and design desynchronization. This serves as a stark warning on the limits of "shadow IT" and the urgent necessity of database-backed configuration management databases (CMDBs). ### Industrial Engineering #### Hardware Integration @@ -122,7 +117,7 @@ description: "Top Customer resources for 2026, AI-ranked: chaimeleon.eu, BMW Inn - **(2023)** [**thenewstack.io: Mercedes-Benz: 4 Reasons to Sponsor Open Source Projects**](https://thenewstack.io/mercedes-benz-4-reasons-to-sponsor-open-source-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Outlines four strategic motivations for Mercedes-Benz to sponsor open-source software. By funding critical up-stream components, the enterprise reduces technical debt, improves system security, attracts elite software engineering talent, and actively influences standard roadmaps. It provides a blueprint for enterprise open-source program offices (OSPOs) seeking to justify upstream contributions. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/databases.md b/v2-docs/databases.md index b05c2acf..164933be 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -35,6 +35,11 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper - **(2021)** [unifieddatascience.com: Data lake design patterns on google (GCP) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-google-cloud) [N/A CONTENT] [COMMUNITY-TOOL] β€” Detailed reference architecture mapping design paths for deploying scalable data lakes inside Google Cloud Platform (GCP). Reviews Cloud Storage setups, BigQuery access schemas, and serverless ingestion patterns. ## Cloud Infrastructure +### Finops + +#### Cost Optimization + + - **(2023)** [treblle.com: How does Treblle scale on AWS without breaking the bank?](https://treblle.com/blog/how-does-treblle-scale-on-aws-without-breaking-the-bank) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight highlights Treblle’s architectural strategy for processing billions of API requests on AWS affordably. Live Grounding details how modern SaaS platforms leverage spot instances, API gateway caching, serverless scale-to-zero databases, and intensive performance profiling to decouple traffic volume from infrastructure costs. ### Market Trends #### Cloud Databases @@ -57,11 +62,27 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Secrets Management - **(2021)** [percona.com: Storing Kubernetes Operator for Percona Server for MongoDB Secrets in Github](https://www.percona.com/blog/storing-kubernetes-operator-for-percona-server-for-mongodb-secrets-in-github) [YAML CONTENT] [COMMUNITY-TOOL] β€” Demonstrates security pipelines for managing MongoDB database credentials inside GitHub. Automates deployment configurations securely through GitOps, injecting secrets directly to Percona Kubernetes Operator instances. +## Cloud Native Infrastructure + +### Observability + +#### Prometheus + +##### Database Monitoring + + - **(2020)** [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [SQL CONTENT] [COMMUNITY-TOOL] β€” A technical integration guide on monitoring ClickHouse database clusters with Prometheus and Grafana. It details how to enable ClickHouse's native Prometheus metrics exporter in config.xml, configures Prometheus to scrape ClickHouse metrics, and reviews visualization dashboards. ## Cloud-native Design ### Architecture Patterns - **(2022)** [blog.yugabyte.com: Are Stored Procedures and Triggers Anti-Patterns in the Cloud Native World?](https://blog.yugabyte.com/are-stored-procedures-and-triggers-anti-patterns-in-the-cloud-native-world) [CONCEPTUAL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines stored procedures and database triggers in cloud-native microservice topologies. Warns against architectural coupling and operational performance bottlenecks, advocating for stateless application logic to preserve horizontal scalability. +## Cloud-native Infrastructure + +### Infrastructure Provisioning + +#### Kubernetes Operators (1) + + - **(2022)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [YAML/GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the paradigm shift of utilizing Kubernetes-native custom resource definitions (CRDs) and operators to provision external cloud resources (such as AWS ACK, GCP Config Connector, and Azure Service Operator). This declarative Infrastructure-as-Code pattern replaces external Terraform runs with continuous control loops inside the cluster. (Live Grounding: Standardizes management under unified Kubernetes control planes, resolving out-of-band drifts). ## Data Analytics ### Real-time Analytics @@ -104,7 +125,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Future Trends - **(2021)** [thenewstack.io: Kubernetes Will Revolutionize Enterprise Database Management](https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management) [COMMUNITY-TOOL] β€” Examines the systemic shift toward automated multi-cloud database topologies managed exclusively by Kubernetes. Outlines standard enterprise savings, compliance, and rapid multi-tenant provisioning strategies. -### Kubernetes Operators (1) +### Kubernetes Operators (2) #### Standards @@ -225,6 +246,20 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Migrations - **(2024)** [==SHMIG==](https://github.com/mbucc/shmig) ⭐ 474 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A minimalist Shell-based database migration utility. Designed to remain programming-language agnostic, it manages schema evolutionary steps and structured rollbacks executing plain raw SQL scripts. +## Databases + +### Postgresql (1) + +#### Database Administration + + - **(2020)** [info.crunchydata.com: Quickly Document Your Postgres Database Using psql Meta-Commands](https://www.crunchydata.com/blog/d-meta) [SQL CONTENT] [COMMUNITY-TOOL] β€” Interactive tutorial on the utilization of native psql meta-commands to rapidly trace schema layouts, inspect index sizes, and generate database structure documentation directly via CLI commands. +## DevOps + +### CICD + +#### Fundamentals + + - **(2022)** [cloudbees.com: Key Components of a CI/CD Pipeline](https://www.cloudbees.com/blog/ci-cd-pipeline) [COMMUNITY-TOOL] β€” Breaks down core structural parts of pipeline delivery workflows. Details standard roles for source version managers, build runtimes, package registries, and staging environments. ## Distributed SQL ### APIs @@ -258,7 +293,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Gitops - **(2022)** [percona.com: MySQL on Kubernetes with GitOps 🌟](https://www.percona.com/blog/mysql-on-kubernetes-with-gitops) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Percona's technical case study on deploying MySQL clusters inside Kubernetes using GitOps pipelines. Connects ArgoCD or Flux workflows with declarative Percona Operators to automate database replication topologies. -#### Kubernetes Operators (2) +#### Kubernetes Operators (3) - **(2024)** [kubedb.com](https://kubedb.com) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical review of KubeDB, an operator platform for automating databases on Kubernetes. Highlights declarative management of clustering, scheduling backups, and schema updates across multiple database engines (PostgreSQL, MySQL, MongoDB). #### Mysql Operators @@ -298,7 +333,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper - **(2025)** [==Spilo: HA PostgreSQL Clusters with Docker==](https://github.com/zalando/spilo) ⭐ 1839 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spilo is Zalando's container image bundling PostgreSQL, Patroni, pgBackRest, and WAL-E/WAL-G. Built for mission-critical production reliability, it serves as the stable, standard database core for the Zalando Postgres Operator. ## Kubernetes Workloads -### CICD +### CICD (1) #### Database Migrations @@ -327,7 +362,19 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Real-time Analytics (1) - **(2025)** [Apache Druid](https://druid.apache.org) [JAVA CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Main documentation repository for Apache Druid, a real-time analytical database optimized for sub-second ad-hoc queries over massive streaming event data volumes. Standard core utility for streaming platforms. -## Postgresql (1) +## Observability (1) + +### Distributed Storage + +#### Victoriametrics + + - **(2024)** [VictoriaMetrics](https://victoriametrics.com) [GO CONTENT] [COMMUNITY-TOOL] β€” Official site of VictoriaMetrics, an extremely fast and cost-effective TSDB solution. Widely used as a drop-in replacement for Prometheus storage owing to high compression ratios and out-of-the-box cluster scalability. +### Postgresql (2) + +#### Database Monitoring (1) + + - **(2020)** [info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes](https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β€” Hands-on implementation guide for deploying a scalable monitoring architecture for PostgreSQL. Instructs on integrating postgres_exporter configurations, configuring Prometheus scrape pools, and importing Grafana analytics interfaces. +## Postgresql (3) ### Alternative Paradigms @@ -341,7 +388,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Backups - **(2024)** [==orgrim/pg_back: Simple backup tool for PostgreSQL==](https://github.com/orgrim/pg_back) ⭐ 563 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A simple CLI automation utility for backing up PostgreSQL databases. Features structured schema and data exports, customizable compression, automated backup retention sweeps, and cron-friendly integration configurations. -### Database Administration +### Database Administration (1) - **(2021)** [percona.com: Should I Create an Index on Foreign Keys in PostgreSQL?](https://www.percona.com/blog/should-i-create-an-index-on-foreign-keys-in-postgresql) [SQL CONTENT] [COMMUNITY-TOOL] β€” Analyzes the performance impact of indexing foreign keys in PostgreSQL. Evaluates join performance, query plans, and lock contention during parent table updates to optimize schema write throughput. ### Database Architecture (1) @@ -353,7 +400,7 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper ### Extensions - **(2024)** [==percona/pg_stat_monitor==](https://github.com/percona/pg_stat_monitor) ⭐ 581 [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Percona's advanced query performance monitoring extension for PostgreSQL. Extends the capabilities of pg_stat_statements with bucket-based statistics, client IP address tracking, visual execution plan analysis, and granular resource utilization metrics. -### Fundamentals +### Fundamentals (1) - **(2021)** [towardsdatascience.com: Practical Introduction to PostgreSQL](https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e) [SQL CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Introductory guide to PostgreSQL. Covers basic architecture, core relational operations, basic optimization, and index configurations, providing a clean onboarding path for engineers. ### Kubernetes (1) @@ -461,7 +508,10 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper - **(2023)** [geeksforgeeks.org: Best Practices for SQL Query Optimization](https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations) [SQL CONTENT] [COMMUNITY-TOOL] β€” Architectural guide outlining core strategies for relational query optimization. Highlights planning optimization via EXPLAIN plans, index selection logic, partition tuning, and the avoidance of common performance-draining database queries. ## SQL Server -### DevOps +### Backup Administration + + - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) [POWERSHELL CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates native PowerShell script templates to automate Microsoft SQL Server backups. Offers a valuable guide for planning traditional database state transitions into hybrid Kubernetes clusters. +### DevOps (1) - **(2022)** [devblogs.microsoft.com: DevOps for Azure SQL 🌟](https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql) [CONCEPTUAL CONTENT] [COMMUNITY-TOOL] β€” Practical DevOps pipeline patterns for Azure SQL. Outlines dynamic deployment workflows using GitHub Actions and Azure DevOps to coordinate declarative state synchronizations matching app changes. ### Enterprise Deployment @@ -504,14 +554,24 @@ description: "Top Databases resources for 2026, AI-ranked: Zalando Postgres Oper #### Crunchy Postgresql - **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata/) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Evaluates the Crunchy PostgreSQL Operator (PGO) which automates production-grade PostgreSQL deployments on Kubernetes. Features include automated high availability, pgBackRest-driven backup orchestration, connection pooling via pgBouncer, and deep monitoring metrics. A de facto standard solution for enterprises migrating critical relational engines into Kubernetes platforms. +## System Architecture + +### Data Management + +#### Enterprise Migration + + - **(2024)** [**xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta que no es la mejor forma de controlar las 20.000 piezas del coche**](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) [SPANISH CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Investigates Williams Racing's historic reliance on Microsoft Excel for managing over 20,000 individual Formula 1 car components, and their subsequent modernization. The lack of relational integrity, collaborative concurrency, and historical audit trails in spreadsheets led to massive operational overhead and design desynchronization. This serves as a stark warning on the limits of "shadow IT" and the urgent necessity of database-backed configuration management databases (CMDBs). ## Time-series ### Architecture (1) - **(2021)** [thenewstack.io: You Don’t Need a Blockchain, You Need a Time-Series Database](https://thenewstack.io/you-dont-need-a-blockchain-you-need-a-time-series-database) [N/A CONTENT] [COMMUNITY-TOOL] β€” An analytical architectural article arguing against the systemic misuse of blockchain technologies for transactional audit logging. Demonstrates that time-series databases provide equivalent historic immutability, superior indexing speed, and scalable writes. +### Victoriametrics (1) + + - **(2024)** [victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates](https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates/index.html) [N/A CONTENT] [COMMUNITY-TOOL] β€” Technical feature overview covering VictoriaMetrics and VictoriaLogs updates, focusing on dynamic retention strategies, ingestion enhancements, storage footprint reduction, and custom query language performance. --- -πŸ’‘ **Explore Related:** [NoSQL](./nosql.md) | [Yaml](./yaml.md) | [Crunchydata](./crunchydata.md) +πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Crunchydata](./crunchydata.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/demos.md b/v2-docs/demos.md index 603acac2..155ee332 100644 --- a/v2-docs/demos.md +++ b/v2-docs/demos.md @@ -1,5 +1,5 @@ --- -description: "Top Demos resources for 2026, AI-ranked: Developer Sandbox, SdkMan and more β€” curated Cloud Native tools, guides and references." +description: "Top Demos resources for 2026, AI-ranked: SdkMan, OpenShift AI Examples and more β€” curated Cloud Native tools, guides and references." --- # DevOps Demos. Boilerplates/Samples, Tutorials and Screencasts @@ -89,9 +89,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2020)** [Migration Toolkit for Applications: Getting Started](https://developers.redhat.com/products/mta/getting-started) [JAVA CONTENT] [LEGACY] β€” Guides teams in utilizing Red Hat’s Migration Toolkit for Applications (MTA) to analyze legacy Java frameworks for cloud compatibility. Identifies proprietary dependencies and reports on modernization pathways. - **(2020)** [Migration Toolkit for Applications Demo - June 2020](https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be) [COMMUNITY-TOOL] β€” A video walkthrough showcasing the analysis, automated code scanning, and structural reporting metrics generated by the Migration Toolkit for Applications to expedite migration tasks. -#### Multi-cluster Strategy - - - **(2021)** [openshift.com: Applications Here, Applications There! - Part 3 - Application Migration](https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Investigates strategies for migrating active application states and resource structures between hybrid and multi-cloud OpenShift clusters without losing critical metadata or transaction continuity. ### Gitops #### Kam CLI @@ -291,9 +288,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Custom Packager - **(2025)** [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager) ⭐ 87 [JAVA CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Duplicate citation verification for the Custom WAR Packager. Serves as the primary operational tool used to generate custom, pre-hardened enterprise Jenkins distributions tailored with pre-allocated configurations. -### Concourse CI - - - **(2020)** [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es-es/insights/blog) [YAML CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Analyzes the migration patterns from Jenkins or legacy orchestrators to Concourse CI, highlighting Concourse's declarative, stateless, container-first pipeline design. (Live Grounding: Concourse CI, though revolutionary for its resource-based declarative architecture, has largely been superseded in 2026 by GitOps controllers like Argo CD and cloud-native pipeline runners like GitHub Actions). ### Configuration As Code #### Job Generation @@ -599,13 +593,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2020)** [Kubernetes workshop in a box](https://archive.kabisa.nl/tech/k8s-workshop-in-a-box) [YAML CONTENT] [LEGACY] β€” An archival portal hosting a self-contained, offline-capable 'Kubernetes Workshop in a Box.' Designed to run interactive tutorials without reliable internet connections. (Live Grounding: While some container tooling patterns are archived, the offline structure is a highly referenced model for local development isolation). ## Cloud-native Java (1) -### Build Tools - -#### Eclipse Jkube - -##### Developer Workflow - - - **(2020)** [developers.redhat.com: Java development on top of Kubernetes using Eclipse JKube](https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube) 🌟🌟🌟 [COMMUNITY-TOOL] β€” This article demonstrates outer-loop developer workflows utilizing Eclipse JKube to deploy Java applications straight to running Kubernetes clusters. Live Grounding illustrates how JKube's design empowers local development cycles by bypassing manual YAML writing, instead building and pushing directly via standard IDE integrations and build loops. ### Runtimes #### Jboss EAP @@ -661,6 +648,13 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### CICD (3) - **(2021)** [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 1](https://travelrasik.com/category/asia) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Multi-part technical walk-through detailing automated deployment patterns for Azure Data Factory (ADF) pipelines. Highlights ARM template generation, parameterization strategies, and continuous integration workflows via Azure DevOps. +## Data Science + +### Tooling + +#### Data Wrangling + + - **(2023)** [**Getting Started with Data Wrangler in VS Code**](https://code.visualstudio.com/docs/datascience/data-wrangler) [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight outlines VS Code's visual data preparation extension. Live Grounding shows that Data Wrangler bridges the visual gap in exploratory data analysis (EDA), generating reproducible Python code in Pandas and Polars dialects directly inside Jupyter environments. ## Data Storage ### Databases @@ -675,11 +669,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Postgresql - **(2020)** [Deploying PostgreSQL in MiniShift/OpenShift 3](https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift) [SHELL CONTENT] [COMMUNITY-TOOL] β€” Guides users through deploying PostgreSQL on Minishift/OpenShift 3, highlighting standard volume mounting processes. Due to the deprecation of both OpenShift 3 and Minishift, modern applications utilize OpenShift Local and PostgreSQL Operator frameworks. -### Storage Infrastructure - -#### Persistent Volumes - - - **(2020)** [developers.redhat.com: Persistent storage in action: Understanding Red Hat OpenShift’s persistent volume framework 🌟](https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep-dives into Red Hat OpenShift's persistent volume (PV) framework, focusing on the Container Storage Interface (CSI). Explains dynamic storage allocation, access modes, and how to safely secure transaction-heavy datastores. ## DevOps ### CICD (4) @@ -727,9 +716,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2021)** [amazon.com: Declarative provisioning of AWS resources with Spinnaker and Crossplane](https://aws.amazon.com/blogs/opensource/declarative-provisioning-of-aws-resources-with-spinnaker-and-crossplane) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight showcases the declarative provisioning of AWS infrastructure using Spinnaker unified with Crossplane. Live Grounding shows that combining Crossplane's Kubernetes Control Plane model with Spinnaker's application pipelines represents an advanced platform engineering paradigm. This enables application developers to spin up dependencies dynamically without custom script hooks. #### Spinnaker Setup -##### Git Integration - - - **(2022)** [armory.io: Git Pull Support in Spinnaker](https://www.harness.io/products/continuous-delivery) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight addresses configuring Git pull trigger functionality inside Spinnaker. Live Grounding confirms that enabling automated repository monitoring allows Spinnaker to initiate targeted application pipelines immediately upon commit detection. This establishes the prerequisite feedback loop necessary for true continuous delivery. ##### Kubernetes Deployment Models - **(2020)** [wardviaene/advanced-kubernetes-course/spinnaker 🌟](https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Curator Insight points to a companion repository for an advanced Kubernetes Spinnaker course. Live Grounding emphasizes its utility in demonstrating advanced deployment strategies (such as blue-green and canary analysis) directly inside Kubernetes clusters using Spinnaker's pipeline GUI. It remains a reliable hands-on learning lab. @@ -782,9 +768,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o ##### Continuation Passing Style - **(2021)** [==Continuation Passing Style (CPS)==](https://github.com/cloudbees/groovy-cps) ⭐ 95 [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces the underlying Continuation Passing Style (CPS) engine used for executing asynchronous Groovy scripts in Jenkins pipelines. Live Grounding reveals that understanding CPS is critical for debugging serialization errors during master restarts. This technical library ensures execution state can survive controller crashes and resume safely. -##### Jobdsl API Reference - - - **(2022)** [Defines a Groovy CPS DSL definition: pipelineJob definition cps script](https://jenkinsci.github.io/job-dsl-plugin) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight presents an aggregative documentation path detailing Groovy CPS execution layouts, pipeline migrations, and auxiliary utility plugins. Live Grounding asserts that despite modern cloud-native shifts, these JobDSL APIs and diagnostic tools (like the Plugin Installation Manager) form the backbone of highly reliable enterprise environments. It provides essential guidelines for maintaining complex pipelines. ## DevOps and Platform Engineering ### Infrastructure Automation @@ -848,7 +831,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2020)** [piotrminkowski.com: Continuous Integration with Jenkins on Kubernetes 🌟](https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes) [GROOVY CONTENT] [COMMUNITY-TOOL] β€” Details executing dynamically provisioned Jenkins agent pods inside a target Kubernetes cluster. Explores mounting credentials, executing parallel pipeline workloads, and cleanup phases to optimize compute budgets. #### Jenkins Basics - - **(2022)** [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.testmuai.com/blog/jenkins-pipeline-tutorial) [GROOVY CONTENT] [COMMUNITY-TOOL] β€” Detailed entry-level guide to understanding Jenkins Declarative versus Scripted Pipeline syntax. Explains basic pipeline constructs including stages, agents, post-execution tasks, and environment variable manipulation. - **(2021)** [simplilearn.com: What is CI/CD Pipeline and How to Implement it Using Jenkins?](https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline) [GROOVY CONTENT] [COMMUNITY-TOOL] β€” Basic tutorial outlining CI/CD life cycles, illustrating how continuous deployment patterns differ from continuous delivery, and implementing simple pipelines using standard Jenkins components. #### Jenkins Shared Libraries @@ -1288,11 +1270,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Kubernetes Operators - **(2020)** [developers.redhat.com: β€˜Hello, World’ tutorial with Kubernetes Operators](https://developers.redhat.com/blog/2020/08/21/hello-world-tutorial-with-kubernetes-operators) [GO CONTENT] [COMMUNITY-TOOL] β€” Outlines basic concepts of the Operator SDK to develop a "Hello World" Kubernetes custom controller. Focuses on reconciliation loop structures, Custom Resource Definition (CRD) setups, and deployment strategies. -### Developer Experience (2) - -#### Red Hat Ecosystem (1) - - - **(2026)** [==Developer Sandbox==](https://developers.redhat.com/developer-sandbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Provides immediate, zero-cost developer access to an active, shared OpenShift cluster environment pre-populated with cloud-native tooling. Eliminates complex infrastructure bootstrapping for developers, letting them deploy containers instantly. In 2026, it is the standard starting sandbox for assessing OpenShift APIs. ### Enterprise Kubernetes #### Openshift (3) @@ -1308,11 +1285,6 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Openshift AI - **(2023)** [==OpenShift AI Examples==](https://github.com/CastawayEGR/openshift-ai-examples) ⭐ 25 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A community collection of machine learning workflows and notebooks deployed on Red Hat OpenShift AI. Details deployment pipelines for distributed training, model serving, and GPU resource slicing. -### Security and Compliance (1) - -#### Public Sector - - - **(2026)** [**redhatgov.io**](https://redhatgov.io) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Specialized platform engineering portal with focused guides on locking down OpenShift infrastructure to meet strict military, intelligence, and federal government security benchmarks (DISA STIG, FIPS, NIST). A mandatory reference for architects building air-gapped, zero-trust container setups. ## Public Cloud Providers ### AWS (1) @@ -1399,7 +1371,7 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o #### Hacking Labs - **(2024)** [**The Kubernetes Goat**](https://github.com/madhuakula/kubernetes-goat) ⭐ 5674 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The premier interactive security training platform containing an intentionally vulnerable Kubernetes cluster. Designed as an educational sandbox to demonstrate real-world cluster vulnerabilities, RBAC privilege escalations, metadata exposure, and container breakout exploits. -## Security and Compliance (2) +## Security and Compliance (1) ### Cloud Security Assessments @@ -1497,9 +1469,16 @@ Live Grounding: The 9 distinct demos present low-latency, real-world execution o - **(2026)** [**Take our I/O 2026 quiz, vibe coded in Google AI Studio**](https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz) [EN CONTENT] 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” 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. +## Software Engineering (1) + +### Application Scaffolding + +#### Boilerplate Tools + + - **(2021)** [Ambassador Edge Stack. K8S Initializer (scaffolding tool) 🌟](https://blackbird.a8r.io) [GO CONTENT] [COMMUNITY-TOOL] β€” The Ambassador K8s Initializer helps engineers bootstrap cloud-native applications with ready-made Kubernetes configurations. It simplifies ingress setup, routing rules, and observability hooks by generating tailored declarative manifests. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Kubernetes](./kubernetes.md) | [Other Awesome Lists](./other-awesome-lists.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/devel-sites.md b/v2-docs/devel-sites.md index 9b70d96b..81c8429e 100644 --- a/v2-docs/devel-sites.md +++ b/v2-docs/devel-sites.md @@ -16,13 +16,6 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G #### General Reference - [dzone.com: Software Engineering Best Practices That High-Performing Teams' Follow](https://dzone.com/articles/software-engineering-best-practices-that-high-perf) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com: Software Engineering Best Practices That High-Performing Teams' Follow== in the Kubernetes Tools ecosystem. -## Artificial Intelligence - -### Developer Agents - -#### Amazon Q - - - **(2026)** [Amazon CodeWhisperer](https://aws.amazon.com/q/developer) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Amazon Q Developer (formerly CodeWhisperer) is AWS's flagship generative AI-assisted programming agent. It generates real-time, context-aware code suggestions while performing security scanning and structural code upgrades. Live grounding demonstrates its evolution into a highly secure, enterprise-compliant workspace tool with advanced reference tracking mechanisms. ## Backend-as-a-service ### Google Cloud @@ -65,6 +58,20 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G #### Desktop Clients - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) ⭐ 5146 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” FreeLens is a lightweight, open-source alternative desktop client for managing Kubernetes clusters. It provides platform operators with real-time visual telemetry and container log streams, optimizing daily operational tasks without complex terminal overhead. +## DevOps Automation and Modern Systems Engineering + +### Software Engineering Principles + +#### Developer Cognitive Load + + - **(2022)** [infoworld.com: Complexity is killing software developers](https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Addresses the rising developer cognitive load induced by the sprawl of cloud-native configurations, tooling, and infrastructure details. Argues for developer-centric abstractions and internal developer platforms (IDPs) to insulate application developers from cloud complexity and boost velocity. +## Developer Productivity + +### Integrated Development Environments + +#### Rust + + - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Comparative review evaluating IntelliJ Rust versus VSCode + rust-analyzer. Analyzes memory footprint, compilation speed feedback loops, macro expansion accuracy, and integrated debugger performance. ## Developer Tooling ### CLI Frameworks @@ -118,7 +125,7 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G #### Refactoring - **(2026)** [refactoring.guru: Design Patterns](https://refactoring.guru/design-patterns) [MULTI-LANGUAGE CONTENT] [COMMUNITY-TOOL] β€” An exceptional digital guide outlining classical Creational, Structural, and Behavioral software design patterns. Provides clean, production-ready code examples in Go, Python, Java, and TypeScript alongside practical refactoring advice. -### Developer Productivity +### Developer Productivity (1) #### Learning Paths (1) @@ -167,7 +174,7 @@ description: "Top Devel Sites resources for 2026, AI-ranked: Build Your Own X, G - **(2021)** [dev.to: A Better Way To Code: Documentation Driven Development](https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem) [NONE CONTENT] [COMMUNITY-TOOL] β€” Introduces Documentation Driven Development (DDD). Explains how specifying schemas, system boundaries, and API interfaces in documentation before coding leads to cleaner microservice separation. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index 4b02296d..bd645cc2 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -105,6 +105,20 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve #### Claude Code - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57660 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. +## Developer Platforms + +### Documentation + +#### Github Wiki + + - **(2022)** [What is a GitHub Wiki and How Do You Use it?](https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Detailed guide on utilizing GitHub Wikis for repository documentation. It describes markdown editing, sidebar customization, and managing wiki repositories locally as standard Git remotes. +### Git Repositories + +#### Github + +##### Open Source + + - **(2022)** [GitHub for Beginners: Getting Started with OSS Contributions](https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Practical handbook introducing developers to open-source software (OSS) contribution workflows on GitHub. Explains fork-and-pull-request models, issue triage, branch hygiene, and code review communication norms. ## Domain Apis ### Automotive @@ -219,7 +233,7 @@ description: "Top Developerportals resources for 2026, AI-ranked: Backstage Deve - **(2023)** [github.com/readme/guides: Functional Programming 101](https://github.com/readme/guides/functional-programming-basics) [COMMUNITY-TOOL] [GUIDE] β€” An introductory guide exploring core tenets of the functional programming paradigm, such as immutability, pure functions, and referential transparency. Synthesizes practical benefits of adopting these concepts in modern application development to minimize side effects, simplify testing, and boost concurrent performance. --- -πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index 6e27f662..c663a7db 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -1,5 +1,5 @@ --- -description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, Claude Code Templates and more β€” curated Cloud Native tools, guides and references." +description: "Top DevOps Tools resources for 2026, AI-ranked: Claude Code Templates, ASDF and more β€” curated Cloud Native tools, guides and references." --- # DevOps Tools aka Toolchain @@ -9,6 +9,13 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, !!! info "Architectural Context" Detailed reference for DevOps Tools aka Toolchain in the context of Architectural Foundations. +## AI and Platform Engineering + +### AI Assistants + +#### Developer Productivity + + - **(2025)** [GitHub Copilot Now Explains Failed Actions Jobs (GA)](https://github.blog/changelog/2025-01-15-copilot-users-can-ask-about-a-failed-actions-job-ga) [COMMUNITY-TOOL] β€” General availability announcement detailing Copilot's integration into the GitHub Actions run logs. Empowers engineers to ask AI to interpret errors, trace failures, and propose immediate pipeline repair steps. ## AI Engineering ### Agentic Frameworks @@ -41,7 +48,7 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, ### CICD (1) -#### Developer Productivity +#### Developer Productivity (1) - **(2025)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) ⭐ 3550 [SHELL CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An essential interactive troubleshooting tool that opens a secure tmate SSH session directly into active GitHub Actions runners, enabling real-time terminal diagnostics of failing pipeline runs. #### Enterprise Tooling @@ -95,9 +102,6 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) ⭐ 28036 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Claude Code Templates is an extensive community library containing structured system designs, context guidelines, and prompt schemas optimized for Anthropic's Claude Code and CLI. It helps teams configure context-aware coding agents that integrate smoothly into microservice development cycles. ### Developer Knowledge -#### Cheat Sheets - - - **(2025)** [**QuickRef.ME - Quick Reference Cheat Sheets**](https://quickref.me/index.html) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” QuickRef.ME offers highly organized cheat sheets covering major programming languages, CLI utilities, databases, and platform architectures. It serves as a rapid reference dashboard that reduces lookup overhead during continuous programming cycles. #### Curation Repositories - **(2021)** [devops.com: 11 Open Source DevOps Tools We Love For 2021](https://devops.com/11-open-source-devops-tools-we-love-for-2021) [N/A CONTENT] [COMMUNITY-TOOL] β€” This evaluation spotlights eleven critical open-source DevOps projects covering areas like monitoring, infrastructure automation, container workflows, and CI/CD frameworks. It presents real-world architectural trade-offs, helping teams evaluate modern platform engineering toolchains. @@ -135,6 +139,11 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, #### Docker Compose - **(2025)** [**DockSTARTer**](https://github.com/GhostWriters/DockSTARTer) ⭐ 2560 [SHELL CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A user-friendly CLI utility designed to simplify the configuration and installation of self-hosted server software via structured Docker Compose patterns. Serves as a solid entry point for containerization concepts in local server and edge hardware topologies. +### Version Management + +#### Multi-language Runtimes + + - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extensible CLI runtime version manager that unifies environment configurations (Node.js, Ruby, Python, Elixir, Go, and more) under a single .tool-versions file. Successfully eliminates environment drift across development machines and CI runners via a robust plugin-driven architecture. ## Observability ### UI Clients @@ -144,7 +153,7 @@ description: "Top DevOps Tools resources for 2026, AI-ranked: Awesome Sysadmin, - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) ⭐ 311 [C# CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A high-performance, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. It enhances developer agility through dynamic views of multi-cluster namespaces and active workload metrics. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/devops.md b/v2-docs/devops.md index f8193d16..87e937c0 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -13,19 +13,13 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - [thenewstack.io: Platform Engineering in 2023: Dev First, Collaboration and' APIs](https://thenewstack.io/platform-engineering-in-2023-dev-first-collaboration-and-apis) [COMMUNITY-TOOL] -## AI and Agents - -### Environments - -#### Cloud Agents - - - **(2025)** [Development Environments for Cloud Agents](https://cursor.com/blog/cloud-agent-development-environments) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analysis of building custom sandboxes and isolated development runtimes for LLM-based autonomous cloud agents. Discusses secure API mocking, resource isolation, and state rollbacks. ## Architectural Foundations ### Kubernetes Tools #### General Reference + - **(None)** [](https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem. - [guru99.com: DevOps Lifecycle: Different Phases Explained with Examples 🌟](https://www.guru99.com/devops-lifecycle.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering guru99.com: DevOps Lifecycle: Different Phases Explained with Examples 🌟 in the Kubernetes Tools ecosystem. - [DZone: Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==DZone: Defining Day-2 Operations== in the Kubernetes Tools ecosystem. - [devopslearners.com](https://devopslearners.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering devopslearners.com in the Kubernetes Tools ecosystem. @@ -37,7 +31,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - [itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference' finally](https://www.itproportal.com/features/stop-messing-up-with-cicd-vs-devops-and-learn-the-difference-finally) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering itproportal.com: Stop messing up with CI/CD vs. DevOps and learn the difference' finally in the Kubernetes Tools ecosystem. - [dzone.com: What Is APIOps? How to Be Successful at It](https://dzone.com/articles/what-is-apiops-and-how-to-be-successful-at-apiops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: What Is APIOps? How to Be Successful at It in the Kubernetes Tools ecosystem. - [dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and' SREs](https://dzone.com/articles/3-gpt-3-tools-for-developers-software-engineers-de) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: 3 GPT-3 Tools for Developers, Software and DevOps Engineers, and' SREs in the Kubernetes Tools ecosystem. - - **(None)** [](https://www.redhat.com/en/blog/openshift-end-to-end-cluster-customization) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem. ## Architecture ### Patterns @@ -121,11 +114,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2022)** [searchitoperations.techtarget.com: Tips and tools to achieve a serverless DevOps workflow](https://www.techtarget.com/searchitoperations/tip/Tips-and-tools-to-achieve-a-serverless-DevOps-workflow) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the fundamental paradigm shifts involved in building DevOps pipelines for abstracted serverless runtimes. The author breaks down the unique testing, cold-start optimization, and automated IAM policies required for ephemeral compute. Live architecture designs indicate that employing native CI tools combined with frameworks like AWS SAM or Serverless Framework is key to maintaining deployment reliability at scale. ## Cloud Infrastructure -### AWS Ecosystem - -#### Cloud Services - - - **(2026)** [AWS DevOps 🌟](https://aws.amazon.com/devops) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” AWS’s primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in. ### Automation (1) #### Developer Workflows @@ -142,20 +130,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Strategy - **(2021)** [contino.io: How to Make Enterprise Container Strategies That Last (Part One)](https://www.contino.io/insights/how-to-make-enterprise-container-strategies-that-last-part-one) [NONE CONTENT] [COMMUNITY-TOOL] β€” An enterprise-focused strategic guide detailing how to design durable container adoption initiatives. It emphasizes aligning developer enablement with platform engineering teams, setting up proper governance models, and establishing realistic operational metrics, ensuring organization-wide Kubernetes migrations don't stall due to cultural friction. -### GCP Ecosystem - -#### CICD (1) - - - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [YAML CONTENT] [COMMUNITY-TOOL] β€” Google Cloud's serverless continuous integration and continuous delivery platform, enabling high-performance builds across multiple languages. The curator highlights its deep integration with GKE and secure Docker artifact pipelines. Live telemetry confirms that Cloud Build is highly effective for cost-sensitive scaling operations due to its pay-as-you-go billing model. -#### DevOps Frameworks - - - **(2026)** [cloud.google.com: DevOps](https://cloud.google.com/devops) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Google Cloud's primary DevOps hub, anchoring its research around DORA (DevOps Research and Assessment) and native cloud capabilities like Cloud Build and GKE. Curator reviews emphasize high-velocity software delivery architectures. Modern GCP engineering patterns rely on these principles to deploy secure, distributed, and containerized architectures on Google Cloud Platform. -#### Developer Tools - - - **(2026)** [Cloud Developer Tools](https://cloud.google.com/products/tools) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A comprehensive directory of Google Cloud developer tools, spanning Cloud Shell, Artifact Registry, and Cloud Code extensions. The curator highlights its streamline-driven integration with local IDE environments. Live platform development metrics show these tools dramatically reduce local setup time for developers building serverless applications or microservices targeted at GCP. -#### IDE Integrations - - - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” A powerful suite of IDE plugins (VS Code, IntelliJ) designed to accelerate development of cloud-native systems on GCP. Curator highlights focus on debugging Kubernetes clusters directly from local workstations. Live engineering teams use Cloud Code to minimize the gap between local code changes and GCP deployment environments, driving faster development feedback loops. ### Network Infrastructure #### Netdevops @@ -177,7 +151,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### AWS -#### CICD (2) +#### CICD (1) - **(2019)** [cloudtweaks.com: DevOps - Secure and Scalable CI/CD Pipeline with AWS](https://cloudtweaks.com/2019/05/devops-secure-and-scalable-ci-cd-pipeline-with-aws) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural guide detailing how to build highly secure, scalable CI/CD pipelines natively on AWS using CodePipeline, CodeBuild, and IAM roles. Discusses security integrations such as static analysis and automated vulnerability scanning at the ingest phase. ## Containerization @@ -197,7 +171,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2020)** [Corporate culture complicates Kubernetes and container collaboration 🌟](https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration) [N/A CONTENT] 🌟🌟 [LEGACY] β€” Explains how legacy organizational divisions obstruct Kubernetes deployments. Points out the importance of breaking down departmental silos to exploit container multi-tenancy correctly. ## Continuous Delivery -### CICD (3) +### CICD (2) - **(2020)** [learnsteps.com: DevOps Interview Question: How will you set up a CI/CD pipeline? 🌟](https://www.learnsteps.com/devops-interview-question-how-will-you-set-up-a-ci-cd-pipeline) [N/A CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A technical architectural blueprint of modern pipeline assembly: testing validations, container building, canary promotions, and rollbacks. Essential resource for production architecture preparation. ### Database Delivery @@ -206,9 +180,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### Release Strategies - **(2020)** [cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment From Release?](https://platform.qa.com/login) [N/A CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Architectural analysis of separating physical code deployment from logical user release. Examines the use of feature flag systems and proxy-level traffic management to perform risk-free production promotions. -### Security Policy - - - **(2020)** [computing.co.uk: CloudBees gets busy with security, visibility and control as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) [N/A CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Examines corporate initiatives aimed at embedding security validations and automated pipeline compliance directly within Jenkins-based and unified enterprise orchestration systems. ## Culture (1) ### Career Development @@ -221,9 +192,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### Collaboration Systems - **(2020)** [thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration](https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration) [N/A CONTENT] 🌟 [COMMUNITY-TOOL] β€” Evaluates the rise of highly collaborative virtual frameworks in platform operations. Details how telemetry sharing stabilizes distributed team response performance. -### Distributed Teams - - - **(2020)** [opensource.com: 10 tips for maintaining a DevOps mindset for distributed teams](https://opensource.com/article/20/6/devops-mindset) [N/A CONTENT] 🌟 [COMMUNITY-TOOL] β€” Pragmatic guide focused on remote engineering operations. Details how telemetry alignment, shared ChatOps structures, and open system registries prevent development drift in distributed organizations. ### Enterprise Transformation - **(2021)** [deloitte.com: Culture change, not tech, is the secret to DevOps success (podcast) 🌟](https://www.deloitte.com/us/en/what-we-do/capabilities/cloud-transformation/collections/cloud-podcast.html) [N/A CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” This discussion shifts the industry focus away from simple tooling loops to prioritize organizational psychology as the true engine of DevOps performance. Highlights the minimization of structural silos as a core technical enabler. @@ -253,13 +221,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2021)** [thenewstack.io: The Coming Era of Data as Code 🌟](https://thenewstack.io/the-coming-era-of-data-as-code) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Presents the 'Data as Code' philosophy, where datasets are treated with the same version control, testing, and continuous delivery disciplines as application source code. The author argues that data pipelines must have rigorous validation tests before execution. Live enterprise analytics frameworks validate this trend, showing that treating data declaratively is essential for stable, reproducible machine learning and analytical pipelines. - **(2021)** [arrikto.com: What is Data as Code 🌟](https://www.arrikto.com/blog/what-is-data-as-code) [N/A CONTENT] [COMMUNITY-TOOL] β€” Outlines the foundational architectural pillars of Data as Code, focusing on git-like versioning for datasets, isolated staging environments, and immutable data storage snapshots. Curator points map this to reproducible machine learning pipelines. Live operational telemetry shows these patterns are key to preventing data drift and ensuring compliance with regulatory data auditing guidelines. -## Deployment and Delivery - -### CICD (4) - -#### Self-hosted Runners - - - **(2025)** [Buildbot](https://buildbot.net) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A Python-based framework designed for continuous integration testing. Although largely surpassed by Kubernetes-native engines, Buildbot remains a robust, highly extensible platform for complex, non-standard compilation requirements. ## DevOps and Learning Resources ### Video Courses @@ -361,7 +322,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2023)** [devops.com: Why MTTR is a Vital Metric for DevOps Teams](https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams) [EN CONTENT] [COMMUNITY-TOOL] β€” Curator Insight: Details how MTTR influences business outcome reliability and pipeline maturity. Live Grounding: Details how real-time logging, distributed tracing, and incident response runbooks directly improve telemetry metrics inside microservices deployments. ## DevOps and SRE -### CICD (5) +### CICD (3) #### Architecture (1) @@ -546,7 +507,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2021)** [thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery](https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines the future of software delivery, highlighting platforms that reduce developer friction. Discusses using Kubernetes operators, declarative configurations, and AI-assisted deployment systems to handle hybrid-cloud setups. ### Metrics and Assessment -#### CICD (6) +#### CICD (4) - **(2021)** [bmc.com: DevOps Metrics for Optimizing CI/CD Pipelines](https://www.bmc.com/blogs/devops-ci-cd-metrics) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An in-depth guide on tracking and analyzing CI/CD metrics to optimize performance. Focuses on identifying pipeline bottlenecks, measuring build and deployment speeds, and tracking success rates to improve team efficiency. #### Operational Excellence @@ -614,9 +575,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2022)** [github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge](https://github.com/paragpallavsingh/90DaysOfDevOps) ⭐ 11 [MARKDOWN CONTENT] 🌟 [COMMUNITY-TOOL] β€” A highly practical 90-day learning path targeting foundational DevOps principles. Step-by-step tasks systematically introduce participants to continuous delivery pipelines, basic automation scripting, and system telemetry. - **(2020)** [DevOps for beginners: Where to start learning and focusing](https://enterprisersproject.com/article/2020/6/devops-beginners-where-start) [N/A CONTENT] 🌟 [COMMUNITY-TOOL] β€” Strategic advice for system engineers starting in the field. Argues for focusing deeply on operational telemetry, version management, and continuous delivery pipelines rather than specific cloud vendor tools. -### Training Courses - - - **(2023)** [Techworld with Nana: Learn DevOps topics easily](https://www.techworld-with-nana.com) [N/A CONTENT] [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” A premier technical curriculum focused on infrastructure automation, container mechanics, and deployment pipelines. Successfully bridges the gap between raw system administration and cloud native deployment methodologies. ## Enterprise Agile ### Safe Framework @@ -699,9 +657,9 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2023)** [thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure](https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure) [N/A CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Details how continuous drift monitoring acts as a primary security perimeter control. Validating resource declarations against cloud runtimes prevents bad actors from executing persistence actions via untracked configuration edits. ## Infrastructure As Code (4) -### CICD (7) +### CICD (5) -#### Self-hosted Runners (1) +#### Self-hosted Runners - **(2025)** [Cloud Posse runs-on: GitHub Actions Self-Hosted Runners](https://docs.cloudposse.com/components/library/aws/runs-on) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A collection of Cloud Posse Terraform modules designed to automate secure, dynamically autoscaling self-hosted GitHub Actions runners inside AWS networks, optimization execution speed while keeping compute costs minimal. ### IaC Fundamentals @@ -714,16 +672,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Entra ID Integration - **(2024)** [Terraform: Get User Principal Name (UPN) of User Running Deployment without Entra ID Read Permissions](https://build5nines.com/terraform-get-user-principal-name-upn-of-user-running-deployment-without-entra-id-read-permissions) [HCL CONTENT] [COMMUNITY-TOOL] β€” A focused technical workaround detailing how to dynamically capture the current executing User Principal Name (UPN) inside Terraform scripts without relying on wide Microsoft Entra ID read access. -## Kubernetes (1) - -### Troubleshooting - -#### Guides (1) - - - **(2023)** [Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions](https://autodotes.com/posts/s90PP9397WYTsAWaRapd) [COMMUNITY-TOOL] β€” A robust troubleshooting guide compiling common pitfalls, anti-patterns, and direct remedies for everyday Kubernetes operation. It spans topics from service networking misconfigurations to persistent volume mounting failures. This resource provides clear checklists to help platform engineers accelerate incident resolution times. -#### Playbooks - - - **(2023)** [10 Real-World Kubernetes Troubleshooting Scenarios and Solutions](https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions) [COMMUNITY-TOOL] β€” This compilation details ten authentic, highly technical outage scenarios encountered in production Kubernetes clusters, complete with step-by-step diagnostic paths and resolutions. It covers complex issues like DNS resolution failure, certificate expiration, and stateful volume mounting locks. The practical nature of these scenarios makes this an invaluable resource for active operations teams. ## Management ### Observability @@ -765,9 +713,16 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Articles - **(2016)** [thenewstack.io: Tigera's Calico Aims to Ease Connectivity Pain with Kubernetes](https://thenewstack.io/kubernetes) [COMMUNITY-TOOL] β€” An early architectural analysis detail of Project Calico's approach to easing IP-management and network connectivity bottlenecks in scaling clusters. It breaks down how Calico bypasses virtual overlay networks by utilizing standard BGP route propagation, facilitating direct IP routing while enforcing strict network security policies at the Linux kernel level. +## Operations + +### Local Environment Setup + +#### Package Management + + - **(2023)** [DevOps Made Easy: Install AWS CLI, ECS CLI, Docker & Terraform Using Chocolatey](https://dev.to/aws-builders/devops-made-easy-install-aws-cli-ecs-cli-docker-terraform-using-chocolatey-2lld) [COMMUNITY-TOOL] [GUIDE] β€” A step-by-step local workstation bootstrapping guide using the Windows Chocolatey package manager. Instructs how to quickly establish consistent local administration tooling, installing docker-cli, terraform, aws-cli, and ecs-cli to prepare for cloud resource management. ## Orchestration -### Kubernetes (2) +### Kubernetes (1) #### Core Concepts (2) @@ -779,13 +734,13 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co ### Containerization (2) -#### CICD (8) +#### CICD (6) - **(2021)** [devops.com: How Containers Simplify DevOps Workflows and CI/CD Pipelines 🌟](https://devops.com/how-containers-simplify-devops-workflows-and-ci-cd-pipelines) [COMMUNITY-TOOL] β€” Analyzes structural benefits of using containers as immutable deployment artifacts. Explains how containers prevent environment drift, accelerate automated build times, and streamline target infrastructure orchestration. #### Value Realization - **(2021)** [thenewstack.io: Maximizing the Value of Containerization for DevOps](https://thenewstack.io/maximizing-the-value-of-containerization-for-devops) [COMMUNITY-TOOL] β€” Explores how containerized virtualization architectures secure strict consistency across development, staging, and production networks. Analyzes image optimization protocols, layer caching mechanisms, secure base images, and container orchestrator deployment strategies. -### Kubernetes (3) +### Kubernetes (2) #### DevOps Integration @@ -837,9 +792,6 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Architecture (3) - **(2023)** [thenewstack.io: Architecture and Design Considerations for Platform Engineering Teams](https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Deep dive into architectural design principles for platform engineering. Outlines critical decisions around modular tool chains, declarative configurations, open API design, and self-healing systems that form the structural foundation of enterprise IDPs. -#### Platform Democracy - - - **(2023)** [Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform](https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the shift from top-down platform imposition to a collaborative platform democracy model where users actively influence platform features. Focuses on Kratix-style platform design that co-creates platform capabilities to better align with actual developer workflows and organizational requirements. ### DevOps Evolution #### Observability (1) @@ -863,7 +815,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Kubernetes Fleet - **(2023)** [frobes.com: How To Empower Modern Kubernetes Management With A Platform Team Model](https://www.forbes.com/councils/forbestechcouncil/2023/02/23/how-to-empower-modern-kubernetes-management-with-a-platform-team-model/?streamIndex=0) [COMMUNITY-TOOL] β€” Delivers executive-level and architectural analysis on scale-out Kubernetes management. Discusses how dedicated platform engineering teams act as force multipliers, streamlining cluster lifecycle automation, centralized governance, and cost optimization across hybrid and multi-cloud environments. -### Guides (2) +### Guides (1) #### Foundational @@ -896,7 +848,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Articles (1) - **(2025)** [thenewstack.io/platform-engineering](https://thenewstack.io/platform-engineering) [COMMUNITY-TOOL] β€” A curated repository of technical articles, case studies, and editorial content analyzing the evolution of Platform Engineering from traditional DevOps. Provides critical architectural comparisons, community trends, and technical insights on tool adoption in enterprise environments. -#### Kubernetes (4) +#### Kubernetes (3) - **(2023)** [siliconangle.com: The rise of platform engineering in the Kubernetes era](https://siliconangle.com/2023/04/20/rise-platform-engineering-kubernetes-era-kubecon) [COMMUNITY-TOOL] β€” An analysis from KubeCon covering the strategic convergence of cloud-native infrastructure and platform engineering. Details how standardizing on Kubernetes APIs enables organizations to construct extensible control planes that mask infrastructure complexity for developers. ### Infrastructure Migration @@ -917,7 +869,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Organizational Structure - **(2020)** [==softwareengineeringdaily.com: The Rise of Platform Engineering 🌟==](https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Historically significant piece tracking the evolution from traditional DevOps silos to Platform Engineering. Discusses building Internal Developer Platforms (IDPs) to lower cognitive load for application developers, establishing self-service infrastructure portals, and applying product management principles to internal tooling. -### Kubernetes (5) +### Kubernetes (4) #### IDP Implementation @@ -1000,6 +952,11 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co #### Core Architectures - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. +### Version Control + +#### Git Best Practices + + - **(2018)** [Purposeful Commits](https://chrisarcand.com/purposeful-commits) [N/A CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A technical essay discussing optimal commit message hygiene and atomic commits. Argues that purposeful, structured histories are critical for tracking down regression roots and ensuring easy codebase traversability. ## Strategy (2) ### Enterprise Performance @@ -1007,7 +964,7 @@ description: "Top DevOps resources for 2026, AI-ranked: IaC Infrastructure as Co - **(2020)** [github.blog: How to make DevOps your competitive advantage](https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage) [N/A CONTENT] 🌟 [COMMUNITY-TOOL] β€” Highlights strategic advantages realized by organizations building automated code assembly and validation workflows. Demonstrates how inner-source code bases accelerate release schedules. --- -πŸ’‘ **Explore Related:** [QA](./qa.md) | [Chaos Engineering](./chaos-engineering.md) | [SRE](./sre.md) +πŸ’‘ **Explore Related:** [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) | [Test Automation Frameworks](./test-automation-frameworks.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index a4e94664..0d6c5120 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -32,22 +32,13 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - [dzone: Managing Secrets Deployment in GitOps Workflow 🌟](https://dzone.com/articles/managing-kubernetes-secrets) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Managing Secrets Deployment in GitOps Workflow 🌟 in the Kubernetes Tools ecosystem. - [dzone: A Practical Guide for Container Security](https://dzone.com/articles/a-practical-guide-for-container-security) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: A Practical Guide for Container Security in the Kubernetes Tools ecosystem. - [itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison](https://www.itbusinessedge.com/security/okta-vs-azure-ad) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison in the Kubernetes Tools ecosystem. -## CICD +## Cloud Architecture -### Pipeline Automation +### Infrastructure Automation -#### Jfrog Pipelines +#### Hybrid Cloud Strategy - - **(2021)** [jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines](https://jfrog.com/blog) [N/A CONTENT] [COMMUNITY-TOOL] β€” Highlights the transition of software build jobs from standard Jenkins architectures to optimized JFrog Pipelines. It details structural enhancements in build speeds, caching mechanisms, and overall pipeline orchestrations using Artifactory integrations. This technical blog demonstrates techniques for reducing CI bottleneck overhead. -## Cloud Native - -### Application Delivery - -#### Package Management - -##### Introductory - - - **(2021)** [harness.io: Introduction to Helm: Charts, Deployments, & More 🌟](https://www.harness.io/blog) [COMMUNITY-TOOL] β€” High-impact breakdown of Helm core components including Chart.yaml, value overriding mechanics, and templating practices. Details how modern continuous delivery engines natively incorporate Helm to optimize release logic. + - **(2021)** [cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration 🌟](https://docs.cloudify.co) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural manual focused on multi-cloud orchestration and automation frameworks. Discusses leveraging open-source TOSCA-based standards to orchestrate compute resources, handle multi-site network topologies, and coordinate complex deployments across multiple hypervisors. ## Cloud Native Operations ### Kubernetes @@ -57,14 +48,21 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2022)** [**Kapitan**](https://kapitan.dev) [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source configuration management engine built to generate clean declarative configurations (Kubernetes manifests, Terraform, Ansible) using Python and Jsonnet. Kapitan simplifies managing configurations for multiple environments by using a single source of truth. ## Container Infrastructure -### CICD (1) +### CICD #### Pipeline Security - **(2022)** [Build trusted pipelines/Guards with Podman containers](https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Analyzes how to design highly secure, isolated CI/CD pipelines using Podman container guards. By isolating execution steps within unprivileged container sandboxes, this architecture protects build systems and host servers from security compromises. +## Containers + +### Security and Hardening + +#### Supply Chain Security + + - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [N/A CONTENT] [COMMUNITY-TOOL] β€” An urgent technical warning investigating cryptojacking campaigns spreading malware via compromised registries. Underscores the critical requirement for automated image validation and registry access restrictions. ## DevOps -### CICD (2) +### CICD (1) #### Harness CD Integration @@ -80,6 +78,11 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Static Analysis - **(2021)** [securecoding.com: Code Audit: How to Ensure Compliance for an Application](https://www.securecoding.com/blog/code-audit-how-to-ensure-compliance-for-an-application) [N/A CONTENT] [COMMUNITY-TOOL] β€” Focuses on designing structural code auditing protocols to assure continuous regulatory and technical compliance. Outlines SAST/DAST tooling patterns, automated linting integration, and structured reviewer workflows. Designed for engineering managers seeking to build high-maturity compliance loops into software delivery pipelines. +### Continuous Delivery + +#### Security Policy + + - **(2020)** [computing.co.uk: CloudBees gets busy with security, visibility and control as DevOps evolves](https://www.computing.co.uk/news/4020521/cloudbees-busy-security-visibility-control-devops-evolves) [N/A CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Examines corporate initiatives aimed at embedding security validations and automated pipeline compliance directly within Jenkins-based and unified enterprise orchestration systems. ### Gitops Secrets #### Mozilla SOPS @@ -167,11 +170,18 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Open Source Curation - **(2021)** [cloud.redhat.com: Top Open Source Kubernetes Security Tools of 2021 🌟🌟](https://www.redhat.com/en/blog/top-open-source-kubernetes-security-tools-of-2021) [N/A CONTENT] [COMMUNITY-TOOL] β€” Reviews top open-source security tooling from 2021, including static analysis tools, vulnerability scanners, runtime anomaly detectors, and compliance auditors used within CI/CD pipelines. +## Linux + +### Security + +#### Auditing + + - **(2021)** [sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis Tool](https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool) [SHELL CONTENT] [ADVANCED LEVEL] [GUIDE] [LEGACY] β€” Step-by-step tutorial on executing Lynis for systemic compliance checks, privilege audits, and vulnerability detection. Live grounding notes that while CentOS is deprecated, Lynis remains an enterprise-stable auditor on Rocky, Alma, and generic RHEL-family distributions. ## Networking and Security ### Kubernetes Networking -#### Security and Hardening +#### Security and Hardening (1) - **(2020)** [**blog.nody.cc: Verify your Kubernetes Cluster Network Policies: From Faith to Proof**](https://blog.nody.cc/posts/2020-06-kubernetes-network-policy-verification) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Focuses on validating network security policies using automated policy-verification and security-testing tools instead of assuming they work. Explains techniques for writing reliable assertions for ingress and egress rules. Live Grounding notes that modern 2026 enterprise teams actively integrate policy checkers (such as Sonobuoy, Cilium Hubble, or OPA) into CI/CD pipelines. ## Observability (1) @@ -193,7 +203,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Validation and Linting - **(2025)** [==KubeLinter==](https://github.com/stackrox/kube-linter) ⭐ 3469 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise-grade static analyzer for raw Kubernetes manifest files and Helm charts. Translates security benchmarks, privileged container checks, and missing resource limits into actionable DevOps signals. -## Security +## Security (1) ### AI and Secops @@ -245,7 +255,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### SOAR Workflows - **(2022)** [torq.io: 5 Security Automation Examples for Non-Developers](https://torq.io/blog/5-security-automation-examples-for-non-developers) [COMMUNITY-TOOL] β€” Provides practical implementation examples for low-code/no-code security automation using SOAR architectures. Focuses on integrating threat telemetry sources, executing dynamic IP quarantine actions, and orchestrating Slack-based manual approval steps for access provisioning. -### CICD (3) +### CICD (2) #### Continuous Integration @@ -589,7 +599,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Bitwarden Ecosystem - **(2023)** [thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager](https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager) [COMMUNITY-TOOL] β€” Examines Bitwarden's specialized Secrets Manager. Evaluates its zero-knowledge architecture, CLI, programmatic API tokens, and SDK accessibility, highlighting its viability as an alternative to complex secrets management engines for distributed development teams. -#### CICD (4) +#### CICD (3) - **(2022)** [**thenewstack.io: Managing Secrets in Your DevOps Pipeline**](https://thenewstack.io/managing-secrets-in-your-devops-pipeline) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Highlights architectural approaches to secret injection throughout continuous integration pipelines. Contrasts early injection techniques (build-time) against late runtime injection patterns, evaluating their respective security footprints. - **(2020)** [jenkins-x.io: Setting up the secrets for your installation](https://jayex.io/v3/admin/setup/secrets) [YAML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A deployment guide detailing how to construct and map cryptographic secrets needed for Jenkins X core installations. Covers external secrets integration and mapping cloud-provider-backed secret managers directly to ephemeral cluster values. @@ -699,13 +709,13 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2022)** [thenewstack.io: Security Insights into Infrastructure-as-Code](https://thenewstack.io/security-insights-into-infrastructure-as-code) [N/A CONTENT] [COMMUNITY-TOOL] β€” Outlines vulnerability mapping and mitigation strategies in Infrastructure-as-Code files, emphasizing Terraform, CloudFormation, and Ansible templates. Discusses the dangers of utilizing loose public access defaults and unsecured parameters. Focuses on the imperative of automated pipeline compliance scanning. ### Supply Chain -#### CICD (5) +#### CICD (4) - **(2022)** [goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request](https://goteleport.com/blog/hack-via-pull-request) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides a forensic simulation of a CI/CD supply-chain breach, demonstrating how unauthorized pull requests can exploit runners to exfiltrate cloud credentials. Highlights mitigation strategies like OpenID Connect (OIDC) authentication, ephemeral runners, and branch protection rules. #### Dependency Management - **(2022)** [blog.sonatype.com: Python Packages Upload Your AWS Keys, env vars, Secrets to the Web](https://www.sonatype.com/blog/python-packages-upload-your-aws-keys-env-vars-secrets-to-web) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical warning analysis of malicious packages uploaded to public registries like PyPI. Details how typosquatting and supply-chain compromises are used to harvest AWS credentials and environment variables, highlighting the importance of dependency locking and private proxy firewalls. -### Supply Chain Security +### Supply Chain Security (1) #### AWS Integration @@ -806,7 +816,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2021)** [blog.aquasec.com: A Security Review of Docker Official Images: Which Do You Trust? (with trivy)](https://blog.aquasec.com/docker-official-images) [N/A CONTENT] [COMMUNITY-TOOL] β€” A structured vulnerability study evaluating official Docker base images using the Trivy scanner. Illustrates how standard distributions accumulate vast libraries of unneeded and highly dangerous packages, reinforcing the architectural requirement to move towards optimized base images such as Alpine or Distroless. - **(2021)** [iximiuz.com: The need for slimmer containers. Scanning official Python images with Snyk](https://iximiuz.com/en/posts/thick-container-vulnerabilities) [N/A CONTENT] [COMMUNITY-TOOL] β€” An in-depth technical article demonstrating the correlation between container footprint size and security surface area. Compares standard debian-based Python base images with alpine and distroless alternatives utilizing Snyk. Highlights how removing utility packages significantly reduces threat profiles. -#### CICD (6) +#### CICD (5) - **(2024)** [Anchore: Secure Container Based CI/CD Workflows](https://anchore.com/cicd) [N/A CONTENT] [COMMUNITY-TOOL] β€” Discusses integrating Anchore container security gates directly within automated CI/CD build scripts. Focuses on automated SBOM extraction, system package inspection, and vulnerability threshold enforcement, blocking problematic deployment builds long before registry promotion. #### CNAPP Platform @@ -844,7 +854,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more #### Ansible and Cyberark - **(2021)** [ansible.com: Automating Security with CyberArk and Red Hat Ansible Automation Platform](https://www.redhat.com/en/blog/automating-security-with-cyberark-and-red-hat-ansible-automation-platform) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Highlights patterns for automated incident remediation and threat response using CyberArk security profiles triggered by Ansible playbooks. Details dynamic credential rotation and rapid privilege revocation scenarios under active security events. Provides an enterprise-grade framework for unifying dev-sec-ops monitoring with automated compliance enforcement. -### CICD (7) +### CICD (6) #### Penetration Testing (1) @@ -954,7 +964,7 @@ description: "Top Devsecops resources for 2026, AI-ranked: Clair, trivy and more - **(2022)** [permission.site](https://permission.site) [COMMUNITY-TOOL] β€” An interactive security validation platform that allows engineers to test how various browser APIs, iframe permissions, and Content Security Policies (CSP) behave, enabling precise verification of client-side web application security postures. --- -πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [IaC](./iac.md) | [Ansible](./ansible.md) +πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/digitalocean.md b/v2-docs/digitalocean.md index 7c59ed0c..e0683366 100644 --- a/v2-docs/digitalocean.md +++ b/v2-docs/digitalocean.md @@ -36,16 +36,9 @@ description: "Top Digitalocean resources for 2026, AI-ranked: Digital Ocean, Com - **(2024)** [App Platform](https://docs.digitalocean.com/products/app-platform) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” App Platform reference document outlining core specs of DigitalOcean's fully managed Platform-as-a-Service (PaaS). Allows automated code deployments directly from Git systems, managing containers, databases, and SSL endpoints. - **(2024)** [App Platform - Digital Ocean PaaS](https://try.digitalocean.com/app-platform) [N/A CONTENT] [COMMUNITY-TOOL] β€” Highlights onboarding pathways and scalability paradigms inside DigitalOcean's PaaS. Highly optimized for small-to-medium enterprises wanting to run microservice networks without complex VM configurations. -## Web Servers - -### Nginxconfig - -#### Community Tools - - - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” An interactive visual web config builder for constructing highly secure and performant NGINX configuration templates. Addresses reverse proxy configurations, SSL parameters, caching limits, and security headers. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/docker.md b/v2-docs/docker.md index 2042cc9b..b78f8845 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -1,5 +1,5 @@ --- -description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” curated Cloud Native tools, guides and references." +description: "Top Docker resources for 2026, AI-ranked: Awesome Compose, dive and more β€” curated Cloud Native tools, guides and references." --- # Docker @@ -46,6 +46,7 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### General Reference + - [Docker for LLMs](https://www.docker.com/llm) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker for LLMs in the Kubernetes Tools ecosystem. - [docker.com: Top Questions for Getting Started with Docker 🌟](https://www.docker.com/blog/top-questions-for-getting-started-with-docker) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docker.com: Top Questions for Getting Started with Docker 🌟 in the Kubernetes Tools ecosystem. - [docker.com: Docker Hub Experimental CLI tool](https://www.docker.com/blog/docker-hub-experimental-cli-tool) [COMMUNITY-TOOL] [EMERGING] β€” A curated technical resource and architectural guide covering docker.com: Docker Hub Experimental CLI tool in the Kubernetes Tools ecosystem. - [pawelurbanek.com: asdf and Docker for Managing Local Development Dependencies](https://pawelurbanek.com/asdf-docker-development) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering pawelurbanek.com: asdf and Docker for Managing Local Development Dependencies in the Kubernetes Tools ecosystem. @@ -53,7 +54,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” - [docker.com: Docker Compose: What’s New, What’s Changing, What’s Next](https://www.docker.com/blog/new-docker-compose-v2-and-v1-deprecation) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docker.com: Docker Compose: What’s New, What’s Changing, What’s Next in the Kubernetes Tools ecosystem. - [dzone: Components of Container Management](https://dzone.com/articles/components-of-container-management) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Components of Container Management in the Kubernetes Tools ecosystem. - [docker.com: Speed Up Your Development Flow With These Dockerfile Best Practices](https://www.docker.com/blog/speed-up-your-development-flow-with-these-dockerfile-best-practices) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docker.com: Speed Up Your Development Flow With These Dockerfile Best Practices in the Kubernetes Tools ecosystem. - - [Docker for LLMs](https://www.docker.com/llm) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker for LLMs in the Kubernetes Tools ecosystem. - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker Hardened Images for Every Developer in the Kubernetes Tools ecosystem. - [docker.com: Reduce Your Image Size with the Dive-In Docker Extension](https://www.docker.com/blog/reduce-your-image-size-with-the-dive-in-docker-extension) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docker.com: Reduce Your Image Size with the Dive-In Docker Extension in the Kubernetes Tools ecosystem. - [Creating the best Linux Development experience on Windows & WSL 2](https://www.docker.com/blog/creating-the-best-linux-development-experience-on-windows-wsl-2) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Creating the best Linux Development experience on Windows & WSL 2 in the Kubernetes Tools ecosystem. @@ -253,9 +253,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Build Optimization (1) - **(2024)** [augmentedmind.de: Docker optimization guide: the 12 best tips to optimize Docker image security](https://www.augmentedmind.de/2024/06/12/optimize-docker-image-security) [N/A CONTENT] [COMMUNITY-TOOL] β€” Provides twelve optimization patterns aligning build speeds with image security. Topics focus on multi-stage build workflows, package manager caching, minimal base systems, and dynamic secret loading. -#### Compliance Frameworks - - - **(2025)** [cheatsheetseries.owasp.org: Docker Security Cheat Sheet 🌟🌟](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The gold-standard security reference outlining precise configuration structures for Docker environments. Covers namespaces, read-only filesystems, network configurations, and active runtime protection policies. #### Kernel Isolation - **(2022)** [infoq.com: Is Docker Secure Enough?](https://www.infoq.com/articles/securing-docker) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A security exploration contrasting container shared-kernel mechanisms against sandboxed hypervisor layers like Firecracker and gVisor. Analyzes side-channel vulnerabilities and threat vectors. @@ -265,9 +262,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Process Boundaries - **(2023)** [securitylabs.datadoghq.com: Container security fundamentals: Exploring containers as processes](https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Demystifies the operational nature of containers as isolated host processes. Analyzes syscall structures, cgroup isolation properties, and modern runtime inspection workflows for developers. -#### Supply Chain Security - - - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [N/A CONTENT] [COMMUNITY-TOOL] β€” An urgent technical warning investigating cryptojacking campaigns spreading malware via compromised registries. Underscores the critical requirement for automated image validation and registry access restrictions. #### Vulnerability Assessment - **(2021)** [brianchristner.io: How to use Docker Security Scan Locally](https://brianchristner.io/how-to-use-docker-scan) [N/A CONTENT] [COMMUNITY-TOOL] β€” A practical manual outlining static security scanning on developer workstations. Demonstrates how to discover vulnerabilities and outdated packages inside target OCI layers prior to CI deployment. @@ -421,7 +415,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” - **(2020)** [developers.redhat.com: Red Hat Universal Base Images for Docker users](https://developers.redhat.com/blog/2020/03/24/red-hat-universal-base-images-for-docker-users) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” This guide explains the structure, licensing, and optimization of Red Hat Universal Base Images (UBI) for developers using Docker or other non-RHEL runtimes. It showcases how UBI provides a free, secure, and enterprise-grade base image platform that maintains strict compatibility with Red Hat Enterprise Linux. It is crucial for standardizing commercial container dependencies. #### Container Management (1) - - **(2026)** [Portainer 🌟](https://www.portainer.io) [N/A CONTENT] [COMMUNITY-TOOL] β€” Portainer is a leading container management platform designed to simplify Docker, Kubernetes, and Azure ACI environments through an intuitive web interface. It allows platform administrators to easily deploy stacks, monitor real-time resources, manage networks/volumes, and control user access (RBAC). In 2026, it serves as a robust bridging portal between command-line container engines and full-scale orchestration management. - **(2026)** [Portainer Community Edition](https://www.portainer.io/install) [GO CONTENT] [COMMUNITY-TOOL] β€” The Community Edition of Portainer provides a self-hosted, lightweight administration portal for managing standalone Docker daemons, Swarm clusters, and edge environments. It abstracts complex container and volume operations into a responsive dashboard, reducing operational friction. It remains a popular, stable, and highly trusted portal for developer environments and internal infrastructure management. #### Debugging @@ -442,7 +435,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Image Building (3) - **(2026)** [==img==](https://github.com/genuinetools/img) ⭐ 3986 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Img is a standalone, daemonless, and unprivileged container image builder designed on top of BuildKit. It allows users to build OCI images in secure, rootless environments without mounting privileged Docker sockets, which is highly beneficial for isolated CI/CD pipelines. While development has cooled down in favor of upstream BuildKit or Kaniko, it remains a pioneering reference tool for secure image building. - - **(2026)** [blog.alexellis.io: Building containers without Docker 🌟](https://blog.alexellis.io/building-containers-without-docker) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Written by cloud-native expert Alex Ellis, this post explores build tools (such as BuildKit, Buildah, and Kaniko) that compile container images without relying on a local Docker daemon. It unpacks the benefits of using non-docker setups inside Kubernetes CI/CD runner environments, avoiding Docker-in-Docker (DinD) security compromises. It serves as an essential manual for modern cloud pipeline designs. #### Image Optimization - **(2026)** [==dive 🌟==](https://github.com/wagoodman/dive) ⭐ 54224 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Dive is an indispensable terminal-based tool designed to inspect Docker images, analyze layer contents, and discover ways to shrink image size. By calculating the efficiency metric of individual layers and identifying wasted space from modified or deleted files, it gives platform teams precise insight into image build processes. In 2026, it remains a de facto standard tool for CI/CD optimization pipelines to keep enterprise container sizes lean and secure. @@ -452,7 +444,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Runtimes - **(2026)** [==nerdctl 🌟==](https://github.com/containerd/nerdctl) ⭐ 10146 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Nerdctl is a Docker-compatible CLI designed specifically for containerd, offering matching CLI experiences (e.g., nerdctl run, nerdctl compose) for non-Docker environments. It supports advanced container features like lazy pulling (e.g., eStargz/soci), rootless execution, IPFS container sharing, and encryption. It acts as a bridge for developers migrating to pure containerd-based systems. - - **(2026)** [What is Podman and How Does it Compare to Docker?](https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” An architectural comparison analyzing the structural differences between Docker and Podman. It highlights Podman's daemonless, rootless-by-default execution model and explains how this design reduces security attack vectors compared to Docker's centralized daemon. It also details Podman's native support for pod-like multi-container groupings, easing transitions toward Kubernetes. - **(2026)** [jfrog.com: THE BASICS: 7 Alternatives to Docker: All-in-One Solutions and Standalone Container Tools 🌟](https://jfrog.com/learn/devops/alternatives-to-docker) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” This JFrog learning resource breaks down alternative container tools in the OCI ecosystem, highlighting specialized runtimes, engines, and build utilities. By contrasting options like Podman, containerd, LXC, and Kaniko, it provides architects with a comprehensive roadmap for selecting tools based on security, speed, and platform architecture requirements. #### Tool Ecosystem @@ -487,11 +478,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Container Management (2) - **(2026)** [thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer](https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” This step-by-step article illustrates how Portainer's web UI can be utilized to deploy a persistent application (e.g., WordPress with MySQL) onto a Kubernetes cluster. It demystifies the setup of Persistent Volume Claims (PVCs), service ingress, and network isolation, mapping these complex Kubernetes abstractions into accessible dashboard steps. It serves as an excellent onboarding tutorial for operations teams adapting to K8s paradigms. -### Kubernetes Distributions - -#### Market Landscapes - - - **(2022)** [itprotoday.com: Who's Winning in the Container Software Market 🌟](https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget) [COMMUNITY-TOOL] β€” A business and market analysis of the container software landscape, highlighting market share dynamics, consolidation waves, and the competitive positioning of major players like Red Hat, VMware, Rancher, and cloud hyperscalers. Reflects the strategic evolution toward managed platform-as-a-service models. ### Linux OS Integration #### RHEL Derivatives @@ -578,14 +564,6 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### Alternatives (3) - **(2022)** [blog.logrocket.com: Top Docker alternatives for 2022](https://blog.logrocket.com/docker-alternatives) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analytical framework evaluating OCI runtime alternatives to standard Docker. Key trade-offs focused on security profiles, developer experience, and system-level dependencies for engines like Podman, Buildah, and Kaniko. -#### Daemonless Runtimes - - - **(2026)** [==podman==](https://podman.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Podman delivers a daemonless container engine framework for executing, managing, and building OCI containers. Rootless orchestration patterns are native to Podman, allowing seamless integration with Linux systemd configurations. -### Container Security - -#### OCI Builders - - - **(2026)** [==buildah==](https://buildah.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Buildah specializes in crafting OCI-compliant container images without requiring a background container daemon. It enables fine-grained Layer management, dramatically reducing the security footprint of target images by keeping build tools outside the final layers. ## Security ### Container Architecture (1) @@ -593,7 +571,7 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” #### OS Level Virtualization (1) - **(2021)** [blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques](https://blog.aquasec.com/container-isolation-techniques) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An elite architectural breakdown explaining kernel-level containment mechanisms. Explores Linux Namespaces (PID, Mount, Net, User) and Control Groups (cgroups), as well as supplementary security layers like AppArmor, SELinux, and Seccomp filters. -### Container Security (1) +### Container Security #### Dockerfile Optimization @@ -640,7 +618,7 @@ description: "Top Docker resources for 2026, AI-ranked: dive, ctop and more β€” - **(2026)** [==ory/dockertest==](https://github.com/ory/dockertest) ⭐ 4519 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Dockertest enables developers to spin up ephemeral Docker containers directly from Go, Rust, or other language test suites to act as real dependencies (e.g., PostgreSQL, Redis). Unlike mock interfaces, it guarantees that integration tests run against actual database engines and stateful systems, disposing of them automatically when tests finish. It represents a gold standard in unit and integration testing pipelines for cloud-native microservices. --- -πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md) +πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md) -πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/dom.md b/v2-docs/dom.md index 5728e2dd..bded3664 100644 --- a/v2-docs/dom.md +++ b/v2-docs/dom.md @@ -20,7 +20,7 @@ description: "Curated, AI-ranked Dom resources for the 2026 Cloud Native archite - **(2026)** [freecodecamp.org: How the Document Object Model Works in JavaScript – DOM' Tutorial for Beginners](https://www.freecodecamp.org/news/javascript-dom) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” An analytical guide breaking down DOM traversal and event propagation mechanics (bubbling and capturing). Essential for intermediate UI engineering, it covers the structural boundaries of web browsers and highlights optimization patterns for interface updates. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/dotnet.md b/v2-docs/dotnet.md index 307bdeda..172ea043 100644 --- a/v2-docs/dotnet.md +++ b/v2-docs/dotnet.md @@ -51,9 +51,6 @@ description: "Top Dotnet resources for 2026, AI-ranked: Oakton, Lamar and more ### Container Orchestration -#### Helm and Packaging - - - **(2022)** [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive deep-dive tutorial series on orchestrating .NET applications inside Kubernetes using Helm. Analyzes templating, YAML manifests, dependency injections, dynamic secret handling, and values customization patterns. #### Kubernetes - **(2021)** [dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction, Architecture, Hands-On](https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers) [YAML CONTENT] [GUIDE] [LEGACY] β€” An educational guide targeted at .NET architects migrating legacy backends to Kubernetes. Details fundamental infrastructure layers including Pods, ReplicaSets, Deployments, Services, and containerization pipelines using Docker. @@ -77,11 +74,6 @@ description: "Top Dotnet resources for 2026, AI-ranked: Oakton, Lamar and more #### Ioc Containers - **(2025)** [Lamar](https://jasperfx.github.io/lamar) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced, high-performance IoC container and assembly scanning engine compatible with Microsoft's DI standards. Leverages Roslyn-powered dynamic code compilation to optimize dependency resolution pathways in microservices. -### Artificial Intelligence - -#### Agent Integration - - - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Examines methods for extending autonomous AI coding agents with direct .NET skill injection. Uses Semantic Kernel to build tools enabling LLMs to execute C# compilations, format files, and interact natively with code bases. ### Client Technologies #### CICD and DevOps @@ -113,7 +105,7 @@ description: "Top Dotnet resources for 2026, AI-ranked: Oakton, Lamar and more - **(2024)** [Paradigm framework](https://www.paradigm.net.co) [C# CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An open-source development platform designed to facilitate rapid, highly structured .NET microservice engineering. Standardizes dependency configurations, modular architectures, data mapping protocols, and enterprise repository patterns. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/edge-computing.md b/v2-docs/edge-computing.md index b01ee7d5..edaca1cb 100644 --- a/v2-docs/edge-computing.md +++ b/v2-docs/edge-computing.md @@ -46,7 +46,7 @@ description: "Curated, AI-ranked Edge Computing resources for the 2026 Cloud Nat - **(2021)** [thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge](https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge) [COMMUNITY-TOOL] β€” An executive perspective from Cloudian highlighting Kubernetes standardization as the foundational component of modern edge architecture. It analyzes strategies to coordinate hybrid storage clusters safely across remote zones. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Storage](./aws-storage.md) | [Oraclecloud](./oraclecloud.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/elearning.md b/v2-docs/elearning.md index 609a9b97..43d158a8 100644 --- a/v2-docs/elearning.md +++ b/v2-docs/elearning.md @@ -22,6 +22,13 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft - [guru99.com](https://www.guru99.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering guru99.com in the Kubernetes Tools ecosystem. - [harvard.edu: CS50: Introduction to Computer Science (free)](https://pll.harvard.edu/course/cs50-introduction-computer-science) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering harvard.edu: CS50: Introduction to Computer Science (free) in the Kubernetes Tools ecosystem. +## CICD + +### Git Integration + +#### Azure DevOps + + - **(2024)** [cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate Guide 🌟](https://ine.com) [NONE CONTENT] [COMMUNITY-TOOL] β€” An extensive workflow guide demonstrating advanced Git version control configurations within Azure DevOps projects. Shows how to set up strict PR approval limits and automated checkouts. ## Cloud Platforms ### Openshift @@ -38,6 +45,20 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft ##### Gamified Learning - **(2025)** [SQL Police Department](https://sqlpd.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized gamified engine where users solve mock criminal investigations writing relational SQL queries. Highly effective for building structural query efficiency and database logic before moving to complex stateful containerization. +## DevOps + +### Education + +#### Training Courses + + - **(2023)** [Techworld with Nana: Learn DevOps topics easily](https://www.techworld-with-nana.com) [N/A CONTENT] [DOCUMENTATION] 🌟 [COMMUNITY-TOOL] β€” A premier technical curriculum focused on infrastructure automation, container mechanics, and deployment pipelines. Successfully bridges the gap between raw system administration and cloud native deployment methodologies. +## Operating Systems and Infrastructure + +### Linux + +#### Sysadmin Tutorials + + - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A curated educational platform providing in-depth guides on enterprise Linux administration, DevOps tools, automation, and cloud platforms. Its systematic tutorials are designed to prepare system administrators for managing highly available enterprise environments. ## Orchestration ### Infrastructure As Code @@ -50,6 +71,18 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft #### Vmware Tanzu Ecosystem - **(2026)** [**kube.academy**](https://kube.academy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A highly polished training engine sponsored by VMware Tanzu. Walks engineers through complex modular tracks detailing multi-tenancy, cluster scaling, control-plane metrics, and security controls within corporate environments. +## Platform Engineering + +### Legacy Sandboxes + +#### Interactive Learning + + - **(2022)** [katacoda.com 🌟](https://www.katacoda.com) 🌟 [COMMUNITY-TOOL] β€” Katacoda was a widely used interactive browser platform for practicing Kubernetes and container administration. The platform was officially terminated by O'Reilly in 2022. Platform engineers in 2026 utilize alternatives like Killercoda for sandbox exercises. +### Security and Compliance + +#### Public Sector + + - **(2026)** [**redhatgov.io**](https://redhatgov.io) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Specialized platform engineering portal with focused guides on locking down OpenShift infrastructure to meet strict military, intelligence, and federal government security benchmarks (DISA STIG, FIPS, NIST). A mandatory reference for architects building air-gapped, zero-trust container setups. ## Professional Development ### Certifications @@ -130,7 +163,7 @@ Live Grounding: Students at the Waterloo Futures Lab developed physical and soft - **(2026)** [==codely.tv==](https://codely.com/en) [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spanish-language portal dedicated to Domain-Driven Design (DDD), Clean Code, CQRS patterns, and resilient microservice designs. It details testing strategies for highly decoupled, container-centric production architectures. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/embedded-servlet-containers.md b/v2-docs/embedded-servlet-containers.md index 2d44dd28..384ad162 100644 --- a/v2-docs/embedded-servlet-containers.md +++ b/v2-docs/embedded-servlet-containers.md @@ -21,7 +21,7 @@ description: "Curated, AI-ranked Embedded Servlet Containers resources for the 2 - **(2026)** [Undertow](https://undertow.io) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly performant, modular web server designed by Red Hat. Written in Java, it features non-blocking, asynchronous capabilities, functioning as a powerful, lightweight container engine for high-density microservices. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/faq.md b/v2-docs/faq.md index ff61f629..13cee2e9 100644 --- a/v2-docs/faq.md +++ b/v2-docs/faq.md @@ -47,13 +47,6 @@ description: "Curated, AI-ranked Faq resources for the 2026 Cloud Native archite #### Storage Strategy - **(2022)** [thenewstack.io: Choosing Between Container-Native and Container-Ready Storage 🌟](https://thenewstack.io/choosing-between-container-native-and-container-ready-storage) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A structural comparison between container-native and container-ready storage systems for Kubernetes. It explains how container-native storage operates inside the orchestration engine using CSI (Container Storage Interface), offering dynamic scaling and pod-level isolation, whereas container-ready options rely on enterprise external SAN/NAS storage arrays mapped to Kubernetes nodes. -## DevOps - -### CICD - -#### Kubernetes Orchestration - - - **(2021)** [devopsdigest.com: CI/CD Deployments: How to Expedite Across a Kubernetes Environment With DevOps Orchestration](https://www.devopsdigest.com/cicd-deployments-how-to-expedite-across-a-kubernetes-environment-with-devops-orchestration) [COMMUNITY-TOOL] β€” Accelerating release cycles in Kubernetes environments requires modernizing the CI/CD pipeline with cloud-native orchestration techniques. By automating build, test, and container promotion workflows, teams can minimize deployment errors and configuration drift. The focus is on implementing progressive delivery strategies such as canary and blue-green deployments to de-risk production releases. ## Kubernetes Tools ### General Reference @@ -102,7 +95,7 @@ description: "Curated, AI-ranked Faq resources for the 2026 Cloud Native archite - **(2019)** [From monolith to containers: How Verizon containerized legacy applications on OpenShift 🌟](https://www.youtube.com/watch?v=Q6i0LK4vHsU) [LEGACY] β€” This real-world enterprise case study details Verizon's migration journey from a legacy monolithic architecture to containerized workloads on Red Hat OpenShift. It highlights practical strategies for managing stateful applications, addressing legacy security constraints, and overcoming organizational resistance. The resulting deployment demonstrates how automated orchestration accelerates feature delivery and improves cluster utilization. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/feed.xml b/v2-docs/feed.xml index 9622bcef..42fac6eb 100644 --- a/v2-docs/feed.xml +++ b/v2-docs/feed.xml @@ -61,7 +61,15 @@ https://github.com/dagger/dagger Sun, 14 Jun 2026 00:00:00 -0000 CI/CD & GitOps - [CRITICAL] Dagger represents a major paradigm shift in CI/CD by replacing brittle YAML pipelines with portable, code-driven workflows executed on BuildKit. + [CRITICAL] Dagger introduces a paradigm shift by replacing complex, vendor-locked YAML pipelines with portable, code-based CI/CD environments built on BuildKit. + + + Helm + https://nubenetes.com/helm + https://nubenetes.com/helm + Sun, 14 Jun 2026 00:00:00 -0000 + CI/CD & GitOps + [CRITICAL] The foundational package manager for Kubernetes that powers modern declarative deployments and serves as a vital component in GitOps pipelines. github.com: Istio @@ -77,7 +85,7 @@ https://github.com/fluxcd/flux2 Sat, 13 Jun 2026 00:00:00 -0000 CI/CD & GitOps - [CRITICAL] Flux v2 is a foundational CNCF graduated project that implements a highly parallelized, modular GitOps controller architecture for enterprise-grade reconciliation. + [CRITICAL] A core CNCF GitOps engine that provides highly parallelized and decoupled multi-tenant reconciliation for Kubernetes clusters. github.com/prometheus/prometheus @@ -127,13 +135,21 @@ Networking & Service Mesh [CRITICAL] This next-generation standard officially supersedes legacy Kubernetes Ingress, introducing role-oriented, highly expressive, and extensible routing APIs. + + Zalando Postgres Operator + https://github.com/zalando/postgres-operator + https://github.com/zalando/postgres-operator + Fri, 12 Jun 2026 00:00:00 -0000 + Data, Messaging & Storage + [CRITICAL] The industry-standard operator for deploying highly available PostgreSQL clusters with Patroni on Kubernetes. + github.com/vmware-tanzu/velero https://github.com/velero-io/velero https://github.com/velero-io/velero Fri, 12 Jun 2026 00:00:00 -0000 Data, Messaging & Storage - [CRITICAL] Velero is the de facto industry standard for backing up and restoring Kubernetes persistent volumes and cluster state. + [CRITICAL] The de facto open-source standard for backing up, restoring, and migrating Kubernetes cluster resources and persistent volumes. trivy @@ -151,21 +167,5 @@ Infrastructure as Code [CRITICAL] This major release solves a long-standing modular limitation of upstream Terraform, solidifying OpenTofu as a highly competitive and innovative open-source alternative. - - The Agentic Infrastructure Era | Pulumi Releases - https://www.pulumi.com/releases/agentic-infrastructure-era - https://www.pulumi.com/releases/agentic-infrastructure-era - Tue, 02 Jun 2026 00:00:00 -0000 - Infrastructure as Code - [CRITICAL] This release marks a massive industry shift toward autonomous, AI-driven infrastructure provisioning and self-healing environments. - - - New in Terraform 1.15: Dynamic sources, variable deprecation, and more - https://www.hashicorp.com/en/blog/new-in-terraform-115-dynamic-sources-variable-deprecation-and-more - https://www.hashicorp.com/en/blog/new-in-terraform-115-dynamic-sources-variable-deprecation-and-more - Tue, 02 Jun 2026 00:00:00 -0000 - Infrastructure as Code - [CRITICAL] This major upstream release introduces native dynamic module sources and versioning, greatly improving how practitioners manage complex runtime configurations. - diff --git a/v2-docs/finops.md b/v2-docs/finops.md index 26bd9241..7ba24e46 100644 --- a/v2-docs/finops.md +++ b/v2-docs/finops.md @@ -147,7 +147,7 @@ description: "Curated, AI-ranked Finops resources for the 2026 Cloud Native arch - **(2026)** [Tether (USDt)](https://tether.to) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The main portal for the Tether (USDt) stablecoin, mapping out collateral verifications, multi-blockchain compatibility layers, and institutional fiat liquidity standards. Important for distributed ledger payments and micro-payment applications. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Newsfeeds](./newsfeeds.md) | [Recruitment](./recruitment.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/flux.md b/v2-docs/flux.md index 645fe060..a3c0d078 100644 --- a/v2-docs/flux.md +++ b/v2-docs/flux.md @@ -88,7 +88,7 @@ description: "Top Flux resources for 2026, AI-ranked: github: Flux Version 2, gi - **(2022)** [thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD](https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores deploying resilient, stateful microservices using Ondat (formerly StorageOS) as a persistent software-defined storage layer combined with Flux for deployment state synchronization. Live Grounding notes that while Ondat offered advanced CSI-driven capabilities, consolidation in the cloud-native storage sector has shifted focus toward alternatives like Longhorn, Rook/Ceph, or cloud-managed block storage. --- -πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Argo](./argo.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/freelancing.md b/v2-docs/freelancing.md index 7d120919..38a512e3 100644 --- a/v2-docs/freelancing.md +++ b/v2-docs/freelancing.md @@ -122,7 +122,7 @@ description: "Top Freelancing resources for 2026, AI-ranked: freelancer, crossov - **(2026)** [soshace](https://soshace.com) [COMMUNITY-TOOL] β€” A curated remote work platform targeting web developers, specifically focusing on React, Angular, and Node.js engineers. It offers transparent vetting and direct client-to-developer contracts. Live grounding emphasizes its utility for medium-sized businesses seeking rapid frontend scaling. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/git.md b/v2-docs/git.md index 2fddf1f4..90571994 100644 --- a/v2-docs/git.md +++ b/v2-docs/git.md @@ -65,7 +65,6 @@ description: "Top Git resources for 2026, AI-ranked: pre-commit, Odoo Mergebot a #### Access Control - - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains how to implement OIDC (OpenID Connect) federated identity credentials between GitHub Actions and Microsoft Azure. Eliminates the critical security risk of long-lived corporate service principal credentials by relying on cryptographically short-lived runtime tokens. - **(2021)** [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [YAML CONTENT] [COMMUNITY-TOOL] β€” Exposes crucial YAML syntax controls for configuring granular scopes on standard `GITHUB_TOKEN` values. Restricts security threat profiles by allowing administrators to configure strict read/write variables on repository sub-objects. #### Open Source Workflows @@ -400,9 +399,6 @@ description: "Top Git resources for 2026, AI-ranked: pre-commit, Odoo Mergebot a #### Github Docs Architecture - **(2020)** [github.blog: How we launched docs.github.com](https://github.blog/engineering/how-we-launched-docs-github-com) [JAVASCRIPT CONTENT] [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” Deep technical architectural overview tracing the migration of GitHub's official documentation pipeline to a modernized, dynamic platform built atop Node.js, Markdown pipelines, and rapid CDN delivery. -#### Github Wiki - - - **(2022)** [What is a GitHub Wiki and How Do You Use it?](https://www.freecodecamp.org/news/what-is-github-wiki-and-how-do-you-use-it) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Detailed guide on utilizing GitHub Wikis for repository documentation. It describes markdown editing, sidebar customization, and managing wiki repositories locally as standard Git remotes. ### Education (1) #### Github Education @@ -437,9 +433,6 @@ description: "Top Git resources for 2026, AI-ranked: pre-commit, Odoo Mergebot a ##### Merging Strategies - **(2021)** [dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging](https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive walkthrough analyzing various Git merge models supported natively inside GitHub, tracing structural differences between classic merge commits, squashing, and rebasing. -##### Open Source - - - **(2022)** [GitHub for Beginners: Getting Started with OSS Contributions](https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Practical handbook introducing developers to open-source software (OSS) contribution workflows on GitHub. Explains fork-and-pull-request models, issue triage, branch hygiene, and code review communication norms. ##### Team Collaboration - **(2021)** [dev.to: Learn how to use Git and GitHub in a team like a pro](https://dev.to/colocodes/learn-how-to-use-git-and-github-in-a-team-like-a-pro-2dk7) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Focuses on best-practice development operations inside multi-person engineering branches. Describes clean feature-branching architectures, tracking issues, and utilizing labels during production cycles. @@ -506,13 +499,6 @@ Highlights secure credential management, least privilege, runner isolation, envi - **(2025)** [==githubnext.com: GitHub Copilot Workspace==](https://githubnext.com/projects/copilot-workspace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An agentic development environment by GitHub Next designed to orchestrate software changes using autonomous developer agents. Assists developers from specification to implementation, verification, and code generation across complex repositories. -## Devsecops and Registry - -### Java Tools - -#### Gradle Reference - - - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” High-density command syntax cheatsheet for Gradle, highlighting Kotlin/Groovy DSL setups, caching options, task graphs management, and daemon management to significantly improve build execution times. ## Engineering Education ### Developer Platform (1) @@ -621,7 +607,6 @@ Assists developers from specification to implementation, verification, and code #### Next-gen Platforms - **(2023)** [github.blog: GitHub Copilot X: The AI-powered developer experience](https://github.blog/news-insights/product-news/github-copilot-x-the-ai-powered-developer-experience) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Launches GitHub Copilot X, integrating advanced conversational LLMs directly into pull requests, system terminals, and developer documentation frameworks. Highlights the transition from raw autocomplete tools to full conversational software lifecycle management. - - **(2023)** [computerhoy.com: GitHub Copilot X: asΓ­ es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores](https://computerhoy.20minutos.es) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Analyzes the technical specifications of Copilot X, including terminal tool integration, automated PR description synthesis, and integrated chat widgets. Examines the performance gains from switching to OpenAI's GPT-4 framework. #### Practical Guide - **(2021)** [towardsdatascience.com: Generating Python Scripts with OpenAi’s Github Copilot](https://towardsdatascience.com/generating-python-scripts-with-openais-github-copilot-da0b3fdd989) [COMMUNITY-TOOL] β€” A hands-on exploration demonstrating code generation strategies for Python scripts using Copilot. Focuses on writing high-quality comments to prompt correct library imports and database operations. Outlines testing methodologies to weed out hallucinations. @@ -654,7 +639,6 @@ Assists developers from specification to implementation, verification, and code #### Kubernetes Integration - **(2021)** [docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift](https://docs.gitlab.com/runner/install/openshift.html) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” The official guide for installing GitLab Runner on Red Hat OpenShift using the GitLab Runner Operator. Outlines configuration steps, security context constraints (SCC), and custom resource designs for managing secure, scalable pipeline workloads. - - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Details the GitLab 14.1 release, highlighting its integrated Helm chart registry and custom escalation policies. Explains how teams can store and manage Kubernetes deployment packaging files directly alongside their application source code. ### Developer Productivity (4) #### Grafana Github Integration @@ -770,9 +754,6 @@ Assists developers from specification to implementation, verification, and code - **(2022)** [**gitkraken.com: Git Tutorials: Instructional Training Videos 🌟**](https://www.gitkraken.com/learn/git/tutorials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A comprehensive directory of instructional video tutorials exploring GitKraken's GUI engine. Demystifies visual representation of complex Git histories, interactive rebasing, multi-profile credential coordination, and conflict-resolution workflows. - **(2021)** [dev.to: Get lazy with lazygit](https://dev.to/tahsinature/get-lazy-with-lazygit-4h37) [COMMUNITY-TOOL] β€” Introduces lazygit, a terminal-based UI tool. Highlights features like fast interactive staging, rapid conflict resolution, branch navigation, and interactive rebase management directly from the CLI. -#### Git Best Practices - - - **(2018)** [Purposeful Commits](https://chrisarcand.com/purposeful-commits) [N/A CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A technical essay discussing optimal commit message hygiene and atomic commits. Argues that purposeful, structured histories are critical for tracking down regression roots and ensuring easy codebase traversability. #### Git CLI Basics - **(2022)** [**intellipaat.com: Git Tutorial - Learn Git 🌟**](https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A comprehensive tutorial on distributed version control concepts, branching mechanics, and stage isolation in Git. Links localized version control with downstream continuous integration and delivery loops within automated DevOps pipelines. @@ -843,7 +824,6 @@ Assists developers from specification to implementation, verification, and code #### Git Operations (3) - - **(2018)** [Atlassian Git Cheatsheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Atlassian's reference cheatsheet detailing basic and advanced Git operations. Provides quick access to commands for cloning, staging, merging, rebasing, and troubleshooting common version-control issues. - **(2014)** [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) [BASH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical troubleshooting guide mapping out strategies to revert or reset the latest Git commit. Explains the critical differences between `--soft`, `--mixed`, and `--hard` reset commands for local and remote recovery workflows. #### Git Workflows (3) @@ -853,7 +833,6 @@ Assists developers from specification to implementation, verification, and code - **(2021)** [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An educational guide that introduces developers to Trunk-Based Development. It contrasts TBD with traditional GitFlow, showing how merging frequent, small commits to a single trunk prevents major merge conflicts and accelerates deployment cycles. - **(2020)** [kubernetes.dev: GitHub Workflow](https://www.kubernetes.dev/docs/guide/github-workflow) [MARKDOWN CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” The official Kubernetes project contributor guidelines detailing its custom, large-scale upstream/downstream fork-and-pull Git workflow. Emphasizes rebase strategies, PR conventions, and the specialized automated Prow bot systems used to manage gating, label tracking, and multi-SIG code approvals. - **(2020)** [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A practical retrospective examining the execution of Trunk-Based Development (TBD) within cloud environments. Explores how fast feedback loops, automated testing, and branch-by-abstraction strategies work together to eliminate long-lived branching headaches. - - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of GitFlow versus Trunk-Based Development, analyzing how branching strategies affect MTTR, deployment frequency, and software quality. It details the operational changes and tooling adjustments required to adopt trunk-based methodologies. - **(2019)** [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Atlassian's classic git tutorial on Gitflow, outlining its mechanics, workflows, and common command patterns. It contrasts this highly structured model with alternative setups, helping teams choose the right balance between isolation and continuous integration. - **(2019)** [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) [MARKDOWN CONTENT] [CASE STUDY] [COMMUNITY-TOOL] β€” A technical migration blueprint outlining how to move teams from GitFlow to Trunk-Based Development. It highlights real-world challenges, such as adapting CI pipelines and managing team workflows during the transition. - **(2018)** [devblogs.microsoft.com: Release Flow: How We Do Branching on the VSTS Team](https://devblogs.microsoft.com/devops/release-flow-how-we-do-branching-on-the-vsts-team) [MARKDOWN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” A deep technical analysis of Microsoft's 'Release Flow' branching model, developed to manage the Azure DevOps/VSTS codebase. The model focuses on short-lived topic branches that target `main`, and uses cherry-picked hotfixes and isolated release branches to protect and maintain trunk stability. @@ -865,7 +844,6 @@ Assists developers from specification to implementation, verification, and code - **(2014)** [paulhammant.com: Microsoft's Trunk-Based Development](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [MARKDOWN CONTENT] [ADVANCED LEVEL] [CASE STUDY] [COMMUNITY-TOOL] β€” An analytical study on how Microsoft adapted Trunk-Based Development practices across large engineering groups. Explores the tooling upgrades and operational adaptations necessary to support thousands of developers pushing to a single main branch daily. - **(2013)** [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An foundational architectural essay by Paul Hammant detailing Trunk-Based Development mechanics. He argues that delayed integrations cause system-wide delivery bottlenecks, explaining why high-performing systems rely on dynamic runtime toggling and direct-to-main trunk pushes. - **(2012)** [git-flow.readthedocs.io](https://git-flow.readthedocs.io/en/latest) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” Official reference documentation for the git-flow CLI extension, which wraps core Git commands to automate Vincent Driessen's branching model. It details low-level subcommands for features, releases, and hotfixes, making complex git operations more accessible from the command line. - - **(2012)** [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An interactive, visual cheatsheet summarizing standard `git-flow` command line operations. Provides developers with quick, copy-pasteable snippets for initializing, executing, and finalizing feature, release, and hotfix branches. - **(2010)** [nvie.com: Feature Branches. A successful Git branching model](https://nvie.com/posts/a-successful-git-branching-model) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An extract of Vincent Driessen's GitFlow detailing feature branch mechanics. It outlines the conventions for branching off and merging back into the `develop` line, providing a structured approach for isolation that is best suited for scheduled release cycles. ## Version Control (3) @@ -909,7 +887,7 @@ Assists developers from specification to implementation, verification, and code #### Metadata Display - **(2023)** [shields.io 🌟](https://shields.io) 🌟 [COMMUNITY-TOOL] β€” Shields.io is the standard metadata badge generation service for developer readmes and project hubs. It provides dynamic SVG badges showing continuous integration status, test coverage, package versioning, and license compliance across open-source and enterprise repositories. -#### Open Source (1) +#### Open Source - **(2022)** [dev.to: Open Source: Multiple branches and git merges](https://dev.to/okimotomizuho/open-source-multiple-branches-and-git-merges-2f69) [COMMUNITY-TOOL] β€” Focuses on integration strategies for contributors managing branch hierarchies in open-source projects. Offers concrete tips on coordinating forks, staging changes across distinct feature branches, and safely executing pulls and merges with upstream main branches. #### Standards @@ -982,7 +960,7 @@ Assists developers from specification to implementation, verification, and code - **(2021)** [css-tricks.com: Git: Switching Unstaged Changes to a New Branch](https://css-tricks.com/git-switching-unstaged-changes-to-a-new-branch) [COMMUNITY-TOOL] β€” Analyzes rapid tactics for extracting uncommitted, unstaged alterations into a newly spawned local feature branch. Guides developers on preserving workspace fluidity when starting feature-work inside the wrong branch context without triggering merge hazards. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/gitops.md b/v2-docs/gitops.md index 62518995..5f824dc3 100644 --- a/v2-docs/gitops.md +++ b/v2-docs/gitops.md @@ -1,5 +1,5 @@ --- -description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, github: Flux and more β€” curated Cloud Native tools, guides and references." +description: "Top Gitops resources for 2026, AI-ranked: Helm, openshift-applier and more β€” curated Cloud Native tools, guides and references." --- # GitOps @@ -65,13 +65,6 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Kustomize Manifests - **(2025)** [Kustomize - Template-Free Kubernetes Configuration Customization](https://nubenetes.com/kustomize/) [GO CONTENT] [COMMUNITY-TOOL] β€” Technical reference for Kustomize, the template-free engine used to manage Kubernetes configurations. Details declarative base and overlay architectures, allowing developers to manage configurations for different environments (dev, staging, prod) without using complex Helm template structures. -## Cloud Engineering - -### Devsecops - -#### Security - - - **(2024)** [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A security deep dive into AWS IAM OIDC trust relationships. Explains how misconfigured OIDC settings can allow unauthorized actions in GitHub Actions pipelines and outlines steps to prevent account compromise. ## Cloud Infrastructure ### Infrastructure As Code @@ -79,11 +72,6 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Terraform Practices - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) ⭐ 2473 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A definitive guide detailing patterns and antipatterns for structural Terraform designs. Features industry-accepted guidelines on monorepo layout, variable validation, dynamic module injection, and drift remediation within production enterprise clouds. -### Kubernetes and Operators - -#### Platform Engineering - - - **(2026)** [How Kubernetes Operators Fit into Platform Building and When Traditional IaC Isn't Enough](https://www.thestack.technology/how-kubernetes-operators-fit-into-to-platform-building-and-when-traditional-iac-isnt-enough) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Compares traditional static IaC runtimes against active reconciliation patterns in Kubernetes Operators. Highlights instances where platform engineering teams require continuously running controller loops to prevent configuration drifts. ## Cloud Native ### Kubernetes @@ -107,9 +95,6 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Anthos - **(2025)** [Anthos Config Management](https://docs.cloud.google.com/kubernetes-engine/docs) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The primary management platform docs covering Anthos Config Management. This framework bundles Config Sync, policy-as-code enforcement (Gatekeeper), and tenant isolation to maintain compliant configuration postures across hybrid cloud environments. -#### Config Sync - - - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Config Sync is Google Cloud's GitOps-native configuration engine optimized for Anthos and GKE clusters. It securely syncs cluster state configurations and namespace boundaries directly from trusted Git, OCI, or Helm registries with continuous validation. #### Legacy Tools - **(2022)** [thenewstack.io: Weave GitOps Trusted Delivery: A Road to Kubernetes Sanity?](https://thenewstack.io/weave-gitops-trusted-delivery-a-road-to-kubernetes-sanity) [LEGACY] β€” An archived analytical exploration highlighting Weave's 'Trusted Delivery' framework, emphasizing secure supply chain integration with OPA policies and cryptographically verified pipelines inside Kubernetes environments. @@ -213,11 +198,6 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu - **(2023)** [opensourceforu.com: Embracing Progressive Delivery In Kubernetes With GitOps](https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kubernetes-with-gitops) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Detailing structural implementations of progressive delivery, such as automated canaries, A/B testing, and blue-green rollouts, working in tandem with GitOps tools (like Flagger or Argo Rollouts) to control application lifecycle safety dynamically. ## Deployment and Delivery -### Application Delivery (1) - -#### Waypoint - - - **(2024)** [waypointproject.io](https://developer.hashicorp.com/waypoint) [GO CONTENT] [COMMUNITY-TOOL] β€” HashiCorp Waypoint provides developers with a structured application delivery model across multiple underlying orchestrators. Utilizing a single declarative configuration file, it unifies the build, deployment, and release pipeline stages. ### Gitops (5) #### Octopilot @@ -353,7 +333,7 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Strategy - **(2021)** [thenewstack.io: Have Containers Will Travel: Why GitOps Is Essential for Multicloud 🌟](https://thenewstack.io/have-containers-will-travel-why-gitops-is-essential-for-multicloud) [COMMUNITY-TOOL] β€” Highlights GitOps as the unifying abstraction Layer for multicloud operations. By standardizing Kubernetes configurations in Git, enterprises can seamlessly migrate, scale, and recover workloads across AWS, Azure, GCP, and bare metal with zero vendor lock-in. -### Security (1) +### Security #### Policy Enforcement @@ -423,6 +403,13 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Ebpf Vs Proxy - **(2021)** [solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio](https://www.solo.io/blog) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Architectural analysis contrasting Cilium's kernel-level L7 eBPF traffic management with Istio's user-space Envoy proxy routing, comparing performance and complexity trade-offs. +## Orchestration and Packaging + +### Helm and Gitops + +#### Helm Overview + + - **(2026)** [==Helm==](https://nubenetes.com/helm/) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Deep-dive architecture portal on Helm, the package manager for Kubernetes. Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release versioning, and secure variables management inside GitOps pipelines. ## Platform Architecture ### Gitops (9) @@ -430,8 +417,13 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu #### Modern Pipelines - **(2020)** [openshift.com: From Code to Production with GitOps, Tekton and ArgoCD 🌟](https://www.redhat.com/en/blog/from-code-to-production-with-gitops) [YAML CONTENT] [ADVANCED LEVEL] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Introduces robust continuous delivery architectures utilizing Tekton for image construction and Argo CD for GitOps-based state syncs. Serves as the primary operational blueprint for enterprise microservice platforms in 2026. -## Platform Engineering (1) +## Platform Engineering +### Gitops (10) + +#### Helm Lifecycle Management + + - **(2022)** [**codefresh.io: Using a Kanban board to manage and promote Helm Releases 🌟**](https://octopus.com/devops) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the application of visual Kanban paradigms to Kubernetes deployment pipelines, specifically managing and promoting Helm releases across environments. Contrasts traditional CI/CD promotion techniques with visual value stream modeling, demonstrating how platform teams can reduce deployment friction and coordinate microservice boundaries with clear board transitions. ### Gitops and Deployment #### Flux Ecosystem @@ -456,7 +448,7 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Open Cluster Management (OCM) is a modular, extensible CNCF project designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized API abstractions for cluster registration, application deployment policies, and compliance management. ## Provisioning -### Gitops (10) +### Gitops (11) #### Legacy Tools (1) @@ -466,7 +458,7 @@ description: "Top Gitops resources for 2026, AI-ranked: openshift-applier, githu - **(2020)** [WKSctl: a Tool for Kubernetes Cluster Management Using GitOps](https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops) [COMMUNITY-TOOL] β€” An InfoQ technical review detailing the core benefits of using WKSctl to manage host infrastructure via GitOps, analyzing how automated controllers handle node upgrades and configurations without manual ssh actions. --- -πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Jenkins](./jenkins.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index ae22ab15..36ca65c0 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -1,5 +1,5 @@ --- -description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and more β€” curated Cloud Native tools, guides and references." +description: "Top Golang resources for 2026, AI-ranked: Awesome Go, go-micro and more β€” curated Cloud Native tools, guides and references." --- # Golang - Go @@ -73,11 +73,6 @@ description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and mor #### Debugging Tools - [github.com/groundcover-com: Container Restarts Watcher](https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts) [COMMUNITY-TOOL] β€” Curator Insight points to a companion code repository for a Groundcover blog exploring Kubernetes container restart triggers. Live Grounding confirms it serves as a lightweight diagnostic template to intercept CrashLoopBackOff states in real-time. -### Microservice Runtimes - -#### Dapr - - - **(2026)** [==Dapr==](https://dapr.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The Distributed Application Runtime. Employs a highly modular sidecar design to deliver developer-focused APIs for pub/sub messaging, state management, and actor models. ### Web Frameworks #### Request Binding @@ -221,7 +216,6 @@ description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and mor #### Go (2) - - **(2025)** [devhints.io/go: Go cheatsheet](https://devhints.io/go) [GO CONTENT] [COMMUNITY-TOOL] β€” A high-density Go interface dashboard providing rapid syntactical access. Highlights slice memory operations, struct compositions, dynamic channels, and concurrency waitgroups to speed up systems programming. - **(2025)** [github.com: golang-cheat-sheet](https://github.com/a8m/golang-cheat-sheet) ⭐ 8800 [GO CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] β€” A high-density Go reference database. It details Go core syntaxes, standard library definitions, channels, interface rules, and concurrency patterns to accelerate systems-level software development. ### Web Development @@ -237,7 +231,7 @@ description: "Top Golang resources for 2026, AI-ranked: Awesome Go, Dapr and mor - [rehacktive/caffeine](https://github.com/rehacktive/caffeine) ⭐ 1176 [COMMUNITY-TOOL] β€” Curator Insight shows Caffeine as a simple Go command-line tool designed to prevent system sleep cycles. Live Grounding shows stable but quiet activity, functioning perfectly as an OS-level utility. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/grafana.md b/v2-docs/grafana.md index a600f88e..c06817c3 100644 --- a/v2-docs/grafana.md +++ b/v2-docs/grafana.md @@ -9,6 +9,29 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter !!! info "Architectural Context" Detailed reference for Grafana in the context of Architectural Foundations. +## Cloud Architecture + +### Certification + +#### AWS + +##### Solutions Architect Professional + + - **(2020)** [Tips on Passing AWS Certified Solutions Architect - Professional Level](https://www.linkedin.com/top-content/?trk=article_not_found) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A strategic study guide for passing the AWS Certified Solutions Architect - Professional exam. The content focuses on advanced architectural design patterns, multi-tier application migration, cost optimization, and high-availability setups across complex AWS environments. Curator Insight: Highly structured blueprint for enterprise AWS exam prep. Live Grounding: Real-world value lies in understanding multi-account strategies, organizational governance, and security at scale. +## Infrastructure As Code + +### Package Archives + +#### Visualization + + - **(2020)** [grafana-6.7.2-1.x86_64.rpm](https://grafana.com) [NONE CONTENT] [LEGACY] β€” A legacy RPM binary package of Grafana 6.7.2. Kept as a reference point for historical dashboards and older enterprise network configurations. +## Kubernetes and Cloud Native + +### CICD + +#### Continuous Deployment + + - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices](https://devm.io/blog) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Part two of the microservices CI/CD series, detailing continuous deployment onto active Kubernetes clusters. Focuses on orchestrating declarative manifest YAML files, configuring deployment strategies like rolling updates, and handling Kubernetes secrets securely. ## Kubernetes Tools ### General Reference @@ -24,7 +47,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter - **(2024)** [==Artemis Prometheus Metrics Plugin==](https://github.com/rh-messaging/artemis-prometheus-metrics-plugin) ⭐ 28 [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Duplicates technical setup for the Artemis-Prometheus plugin, highlighting metrics formatting for queue lengths, active sessions, and underlying JVM memory states. ## Observability -### Infrastructure As Code +### Infrastructure As Code (1) #### Grafana Provisioning @@ -48,7 +71,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### JVM Monitoring - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) ⭐ 3306 [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” A highly critical Prometheus collector that scrapes and formats JVM JMX mBeans. Widely utilized in enterprise legacy clusters running Java applications, Kafka, and Cassandra. -### Visualization +### Visualization (1) #### Grafana Configuration @@ -56,7 +79,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### Grafana Extensibility - **(2020)** [scylladb.com: Building a Grafana Backend Plugin](https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin) [COMMUNITY-TOOL] β€” A developer-oriented walkthrough showing how to construct custom backend data plugins for Grafana using Go. It focuses on implementing optimized query parsers, managing API secrets, and routing telemetry queries directly to non-native time-series databases. -#### Infrastructure As Code (1) +#### Infrastructure As Code (2) - **(2026)** [==Grafana provisioning Ansible Role==](https://github.com/cloudalchemy/ansible-grafana) ⭐ 503 [ANSIBLE CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An automated Ansible role engineered by Cloud Alchemy to deploy, configure, and maintain Grafana services. It translates Grafana's file-based provisioning API parameters into clean Ansible playbooks, standardizing monitoring stack deployments across virtualized environments. #### Product Updates @@ -88,7 +111,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter #### Grafana Alerting - **(2021)** [grafana.com: Top 5 user-requested synthetic monitoring alerts in Grafana Cloud](https://grafana.com/blog/top-5-user-requested-synthetic-monitoring-alerts-in-grafana-cloud) [COMMUNITY-TOOL] [GUIDE] β€” Shares actionable configurations for the most prominent user-requested synthetic monitoring alerts in Grafana Cloud, including DNS failures, HTTP latency spikes, SSL certificate expirations, and global availability drops. Facilitates preemptive identification of microservice edge-network connectivity failures before user impact occurs. -### Visualization (1) +### Visualization (2) #### Dashboard Design @@ -179,7 +202,7 @@ description: "Top Grafana resources for 2026, AI-ranked: Prometheus JMX Exporter - **(2023)** [==Grafana Faro 🌟==](https://grafana.com/oss/faro) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Introduction to Grafana Faro, an open-source web SDK designed for Frontend Application Observability. Collects real-time core web vitals, user logs, console errors, and session metrics. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/helm.md b/v2-docs/helm.md index 48d50d37..adb7a7a3 100644 --- a/v2-docs/helm.md +++ b/v2-docs/helm.md @@ -1,5 +1,5 @@ --- -description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and more β€” curated Cloud Native tools, guides and references." +description: "Top Helm resources for 2026, AI-ranked: Helm, Artifact Hub and more β€” curated Cloud Native tools, guides and references." --- # Helm Kubernetes Tool @@ -127,12 +127,9 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor ##### Jenkins - **(2021)** [Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm](https://www.youtube.com/watch?v=eMOzF_xAm7w) [COMMUNITY-TOOL] β€” Demonstrates rapid bootstrap of a Jenkins-driven CI/CD workflow utilizing Helm charts for packaging. Showcases how automation systems leverage the Helm CLI to rapidly package, version, and deploy builds into target namespaces. -##### Red Hat Openshift (1) - - - **(2021)** [developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat OpenShift 4 🌟](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4) [COMMUNITY-TOOL] β€” Developer workflow demonstrating automated packaging and continuous delivery of Helm charts using Jenkins pipelines in OpenShift 4. Reviews the integration of enterprise security constraints and build processes. ### Enterprise Platforms -#### Red Hat Openshift (2) +#### Red Hat Openshift (1) ##### Certifications @@ -225,6 +222,11 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor - **(2026)** [prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts 🌟](https://prometheus-community.github.io/helm-charts) [YAML CONTENT] [COMMUNITY-TOOL] β€” The official Prometheus community Helm charts registry, housing the essential kube-prometheus-stack. This remains the absolute industry standard for managing Prometheus, Grafana dashboards, Alertmanager definitions, and metrics-collector sidecars. ## Platform Engineering +### Application Delivery (2) + +#### Catalog UI + + - **(2025)** [==kubeapps.dev 🌟==](https://kubeapps.dev) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A web-based control plane for deploying and managing packaged cloud-native applications on Kubernetes. Provides visual tooling to interact with Helm charts, Operators, and Carvel packages with integrated RBAC and multi-cluster deployment scopes. ### Kubernetes Gitops and Packaging #### Alternative Deployment Engines @@ -302,7 +304,7 @@ description: "Top Helm resources for 2026, AI-ranked: Artifact Hub, Helm and mor - **(2022)** [aws.amazon.com: Preventing Kubernetes misconfigurations using Datree](https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree) [N/A CONTENT] [COMMUNITY-TOOL] β€” An AWS technical write-up detailing the configuration of Datree policies inside Amazon EKS clusters to catch security and configuration drift. It details automated testing strategies to block misconfigured resource manifests at pre-commit and pipeline execution gates. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/hr.md b/v2-docs/hr.md index 9f21300a..99f59d46 100644 --- a/v2-docs/hr.md +++ b/v2-docs/hr.md @@ -28,7 +28,7 @@ description: "Curated, AI-ranked HR resources for the 2026 Cloud Native architec - **(2026)** [elconfidencial.com: Olvida RRHH, ahora es el Departamento de DiversiΓ³n: la infantilizaciΓ³n del paΓ­s de las 6.000 'startups'](https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” An analytical study investigating modern employee retention trends in high-tech environments, specifically exploring the architectural shifts in human resources and corporate cultural structures. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) | [Appointment Scheduling](./appointment-scheduling.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/iac.md b/v2-docs/iac.md index 6923ff2f..391c09e5 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -15,10 +15,10 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro #### General Reference + - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. - [dzone.com/articles: A Beginner's Guide to Infrastructure as Code 🌟](https://dzone.com/articles/a-beginners-guide-to-infrastructure-as-code) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com/articles: A Beginner's Guide to Infrastructure as Code 🌟 in the Kubernetes Tools ecosystem. - [javacodegeeks.com: Infrastructure as Code: Best Tools For 2023 Included](https://www.javacodegeeks.com/2023/03/infrastructure-as-code-best-tools-for-2023-included.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering javacodegeeks.com: Infrastructure as Code: Best Tools For 2023 Included in the Kubernetes Tools ecosystem. - [cncf.io: Cloudformation vs. Terraform: Which is better?](https://www.cncf.io/blog/2021/04/06/cloudformation-vs-terraform-which-is-better) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Cloudformation vs. Terraform: Which is better? in the Kubernetes Tools ecosystem. - - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Azure Landing Zone IaC Accelerator in the Kubernetes Tools ecosystem. ## CICD and DevOps ### CICD @@ -49,6 +49,11 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro - **(2026)** [Azure Landing Zone - Microsoft Cloud Adoption Framework](https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Explains the architectural principles of Azure Landing Zones under the Microsoft CAF. It emphasizes separation of concerns across management, connectivity, and identity planes, while using custom policy assignments for automated control. This guidance helps platform teams establish a robust foundation for onboarding application workloads. ## Cloud Infrastructure +### AWS Automation + +#### Serverless Orchestration + + - **(2026)** [Enhanced Local IDE Experience for AWS Step Functions](https://aws.amazon.com/blogs/compute/introducing-an-enhanced-local-ide-experience-for-aws-step-functions) [NONE CONTENT] [COMMUNITY-TOOL] β€” Details local IDE integration utilities for designing and tracing AWS Step Functions. Enhances developer inner-loops by rendering local visual workflow representations and offering live Amazon States Language schema validation directly in-editor. ### Azure Networking #### Multi-tenant Topology @@ -185,11 +190,6 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34277 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. ## Infrastructure As Code (3) -### AI Integration (1) - -#### Copilot For Azure - - - **(2025)** [Enhancing Infrastructure as Code Generation with GitHub Copilot for Azure](https://techcommunity.microsoft.com/blog/AzureDevCommunityBlog/enhancing-infrastructure-as-code-generation-with-github-copilot-for-azure/4388514) [NONE CONTENT] [COMMUNITY-TOOL] β€” Technical optimization guide exploring the use of GitHub Copilot for drafting Bicep, ARM, and Terraform configurations. Shows how to engineer precise prompt schemas to maintain syntax standards. ### Architecture (1) #### Diagrams @@ -207,7 +207,7 @@ description: "Top IaC resources for 2026, AI-ranked: Awesome Sysadmin, DevOps Ro - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) ⭐ 95 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An innovative open-source tool bridging declarative Bicep files, live Azure deployments, and system diagrams using GitHub Copilot. Standardizes validation processes during complex infrastructure-as-code planning. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [Ansible](./ansible.md) +πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/ibm_cloud.md b/v2-docs/ibm_cloud.md index 80cd8c24..a56e00e5 100644 --- a/v2-docs/ibm_cloud.md +++ b/v2-docs/ibm_cloud.md @@ -1,5 +1,5 @@ --- -description: "Top Ibm_Cloud resources for 2026, AI-ranked: IBM Cloud, IBM Spectrum and more β€” curated Cloud Native tools, guides and references." +description: "Curated, AI-ranked Ibm_Cloud resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Cloud Providers (Hyperscalers))." --- # IBM @@ -26,14 +26,6 @@ description: "Top Ibm_Cloud resources for 2026, AI-ranked: IBM Cloud, IBM Spectr - **(2026)** [**DockerHub: websphere-liberty**](https://hub.docker.com/_/websphere-liberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official WebSphere Liberty image on Docker Hub, providing a highly optimized cloud-native runtime designed for Java EE and MicroProfile. Live Grounding emphasizes its value for enterprise application modernization, delivering low-footprint containers with IBM technical backing. ## Enterprise Integration -### Cloud-native Storage - -#### IBM Spectrum Scale Integration - - - **(2020)** [redbooks.ibm.com: IBM Storage for Red Hat OpenShift. IBM block storage & IBM Spectrum Scale](https://www.redbooks.ibm.com/abstracts/redp5565.html) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” This comprehensive Redbook outlines deployment architecture guidelines for IBM Block Storage and IBM Spectrum Scale CSI drivers within OpenShift environments. It details technical patterns for high-performance file sharing, security isolation, multi-zone availability, and persistent volume provisioning needed for enterprise-grade workloads. -#### IBM Storage Systems - - - **(2022)** [IBM Spectrum](https://www.ibm.com/solutions) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” IBM Spectrum (now rebranded under IBM Storage) delivers enterprise-grade software-defined storage architectures tailored for highly demanding Kubernetes deployments. The portfolio provides integrated high-performance block, file, and object interfaces designed for secure backup, recovery, and dynamic persistent volume management in complex hybrid-cloud ecosystems. ### Enterprise Mainframe #### Bare Metal Installation @@ -78,7 +70,7 @@ description: "Top Ibm_Cloud resources for 2026, AI-ranked: IBM Cloud, IBM Spectr - **(2019)** [IBM Leverages Containers to Advance DevOps on Mainframes](https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details how IBM brought containerization architectures (like z/OS Container Extensions) to its zSystems mainframes. Live Grounding confirms this as a key modernization vector, enabling developers to build and test mainframe workloads using Git-driven Docker/Kubernetes workflows. --- -πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/index.md b/v2-docs/index.md index 52029990..8b70272c 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -121,7 +121,7 @@
Azure
CBL-Mariner
2026-06-14 Β· 5kβ˜…
-
It acts as the secure, container-optimized base OS for Azure Kubernetes Service, minimizing footprint and maximizing security for cloud-native workloads.
+
Provides a secure, lightweight, and container-optimized base operating system designed specifically to minimize overhead and maximize security inside AKS.
πŸ”΄ CRITICAL
@@ -156,7 +156,7 @@
CI/CD & GitOps
github: Flux Version 2
2026-06-13 Β· 8.2kβ˜…
-
Flux v2 is a foundational CNCF graduated project that implements a highly parallelized, modular GitOps controller architecture for enterprise-grade reconciliation.
+
A core CNCF GitOps engine that provides highly parallelized and decoupled multi-tenant reconciliation for Kubernetes clusters.
πŸ”΄ CRITICAL
@@ -182,9 +182,9 @@
πŸ”΄ CRITICAL
Data, Messaging & Storage
-
velero
-
2026-06-12 Β· 10.1kβ˜…
-
Velero is the de facto industry standard for backing up and restoring Kubernetes persistent volumes and cluster state.
+
Zalando Postgres Operator
+
2026-06-12 Β· 5.2kβ˜…
+
The industry-standard operator for deploying highly available PostgreSQL clusters with Patroni on Kubernetes.
πŸ”΄ CRITICAL
@@ -420,7 +420,7 @@ Every technical label across Nubenetes, sized by how many resources carry it. Cl German1 Go / Javascript2 Go / Yaml2 -Go1050 +Go1046 Go/Bash1 Go/Markdown1 Go/Rego1 @@ -451,10 +451,10 @@ Every technical label across Nubenetes, sized by how many resources carry it. Cl Jsonnet5 Kotlin4 Kql5 -Legacy554 +Legacy553 Lua2 Makefile1 -Markdown346 +Markdown348 Markdown/Images1 Markdown/Shell1 Multi2 diff --git a/v2-docs/interview-questions.md b/v2-docs/interview-questions.md index d14f39d0..c7a81fcc 100644 --- a/v2-docs/interview-questions.md +++ b/v2-docs/interview-questions.md @@ -173,7 +173,7 @@ description: "Curated, AI-ranked Interview Questions resources for the 2026 Clou - **(2021)** [automationreinvented.blogspot.com: Top 70 interview questions on Automation Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?](https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Broad UI automation preparation set evaluating Selenium WebDriver API combined with TestNG assertions. Covers dynamic wait mechanisms, Page Object Pattern configurations, and multi-thread test runs. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/introduction.md b/v2-docs/introduction.md index 06567849..25e4a303 100644 --- a/v2-docs/introduction.md +++ b/v2-docs/introduction.md @@ -149,13 +149,6 @@ graph TD - **(2022)** [redhat.com: 5 strategies to shift your career from sysadmin to architect](https://www.redhat.com/en/blog/from-sysadmin-to-architect) [COMMUNITY-TOOL] β€” Maps professional development strategies for system administrators transitioning to IT architect roles. Emphasizes system-level thinking, mastering cloud-native paradigms, understanding business metrics, and cultivating strong communication skills. ## Cloud Architecture -### Certification - -#### AWS - -##### Solutions Architect Professional - - - **(2020)** [Tips on Passing AWS Certified Solutions Architect - Professional Level](https://www.linkedin.com/top-content/?trk=article_not_found) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A strategic study guide for passing the AWS Certified Solutions Architect - Professional exam. The content focuses on advanced architectural design patterns, multi-tier application migration, cost optimization, and high-availability setups across complex AWS environments. Curator Insight: Highly structured blueprint for enterprise AWS exam prep. Live Grounding: Real-world value lies in understanding multi-account strategies, organizational governance, and security at scale. ### Cloud Strategy #### Design Anti-patterns @@ -292,13 +285,6 @@ graph TD Explores three fundamental high-availability cloud strategies: active-active vs active-passive configurations, geo-redundant database replication, and zero-downtime DNS-routed failovers. Discusses mathematical SLA models and network traffic planning required to achieve high service uptime. -#### Multi-region Deployments - -??? note "engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep Dive" - **[Access Resource](https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive)** 🌟🌟🌟🌟🌟 | Level: Advanced - - A real-world architectural dissection of how monday.com implemented a highly resilient, multi-regional cloud strategy to improve latency and adhere to strict regional data regulations. Explains state replication strategies, request routing optimizations, and database scaling bottlenecks encountered during global scaling. - ### Market Trends (1) #### Open Source Business Models @@ -348,15 +334,6 @@ graph TD #### Business Drivers - **(2022)** [thenewstack.io: Reasons to Opt for a Multicloud Strategy](https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Outlines key operational drivers supporting a deliberate multi-cloud migration strategy, centering on geographic expansion, regional regulatory mandates, and optimized billing leverage. The resource emphasizes treating multi-cloud as a strategic framework to optimize application delivery across diverse vendor strengths. -### Storage and Hybrid Systems - -#### Topology Comparison - -??? note "blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds" - **[Access Resource](https://www.min.io/blog)** 🌟🌟🌟🌟 | Level: Intermediate - - Details the comparative trade-offs between mono-cloud, multi-cloud, and hybrid cloud topologies from an object storage and data gravity perspective. MinIO highlights the critical role of data portability and standardized APIs (S3) in enabling architectural freedom across multi-cloud footprints. - ## Cloud Infrastructure ### Automation @@ -408,13 +385,6 @@ graph TD Deep dive into core Kubernetes architectures, detailing controller-manager reconciliation mechanisms, kube-scheduler filters, and API-driven status updates. Provides a technical reference for engineers wanting to design resource control loops and manage standard system interactions. -#### Fundamentals (1) - -??? note "cloud.google.com: What is Kubernetes? 🌟" - **[Access Resource](https://cloud.google.com/learn/what-is-kubernetes)** 🌟🌟🌟🌟🌟 | Level: Beginner - - A comprehensive foundation on Kubernetes, detailing its architectural pillars including the control plane, worker nodes, and declarative API engine. It outlines container scheduling, automated self-healing, and service discovery mechanisms essential for running resilient, modern cloud-native systems. - #### Orchestrator Comparison ??? note "nathanpeck.com: Why should I use an orchestrator like Kubernetes, Amazon ECS, or Hashicorp Nomad?" @@ -539,7 +509,7 @@ graph TD ### Containerization (1) -#### Fundamentals (2) +#### Fundamentals (1) - **(2020)** [opensource.com: 6 container concepts you need to understand](https://opensource.com/article/20/12/containers-101) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demystifies Linux kernel-level container mechanisms by breaking down the core abstractions. Provides clear explanations of namespaces, cgroups, container images, registries, runtimes, and the relationship between containers and virtual machines. - **(2021)** [makeuseof.com: hich Container System Should You Use: Kubernetes or Docker?](https://www.makeuseof.com/kubernetes-or-docker) 🌟🌟 [COMMUNITY-TOOL] β€” Clarifies the common beginner point of confusion comparing Docker with Kubernetes. Explains that Docker is a containerization engine focused on packing and running single application workloads, while Kubernetes is an orchestrator managing fleets of containers across physical resources. @@ -561,7 +531,7 @@ graph TD ### Kubernetes Orchestration -#### Fundamentals (3) +#### Fundamentals (2) - **(2020)** [loves.cloud: Kubernetes: An Introduction](https://loves.cloud/kubernetes-an-introduction) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Introduces the foundational architecture of Kubernetes, tracing its heritage from Google's internal Borg system to an open-source standard. Explains core concepts such as Pods, Services, Deployments, and the control plane architecture (API Server, etcd, Scheduler, Controller Manager) for bare-metal and cloud migrations. #### Future Trends @@ -602,19 +572,12 @@ graph TD Discusses the evolution of the Kubernetes API and the growing necessity for user interfaces that abstract the complex YAML declarations. Explores trends like custom controllers, platform wrappers, and programmatic DSLs to simplify operations for non-expert system developers. -#### Technology Assessment - -??? note "thenewstack.io: Do I Really Need Kubernetes? 🌟" - **[Access Resource](https://thenewstack.io/do-i-really-need-kubernetes)** 🌟🌟🌟🌟 | Level: Intermediate - - Offers a pragmatic architectural counter-argument to automatic Kubernetes adoption. Evaluates alternatives such as managed serverless containers (ECS, Cloud Run) and PaaS solutions, analyzing whether the infrastructure scale justifies K8s operational complexity and platform engineering overhead. - ### Professional Development (1) #### Career Engineering (1) - **(2020)** [javarevisited.blogspot.com: Why Every Programmer, DevOps Engineer Should learn Docker and Kubernetes in 2020](https://javarevisited.blogspot.com/2020/11/why-devops-engineer-learn-docker-kubernetes.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Outlines why containerization and container orchestration skills have transitioned from advanced operational specialties to core software development competencies. Highlights the industry-wide ubiquity of Docker and Kubernetes for consistent, reproducible builds across local and cloud environments. -### Technology Assessment (1) +### Technology Assessment #### Compute Paradigms @@ -669,9 +632,6 @@ graph TD ### Software Engineering Principles -#### Developer Cognitive Load - - - **(2022)** [infoworld.com: Complexity is killing software developers](https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Addresses the rising developer cognitive load induced by the sprawl of cloud-native configurations, tooling, and infrastructure details. Argues for developer-centric abstractions and internal developer platforms (IDPs) to insulate application developers from cloud complexity and boost velocity. #### Programming Languages - **(2021)** [enter.co: Estos son los 10 lenguajes de programaciΓ³n mΓ‘s populares en 2021](https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Revisa los lenguajes de programaciΓ³n mΓ‘s influyentes y demandados del aΓ±o 2021, evaluando su adopciΓ³n en microservicios, frontend y desarrollo mΓ³vil. Ayuda a los equipos de desarrollo a evaluar quΓ© tecnologΓ­as garantizan mayor facilidad para contratar talento y compatibilidad de librerΓ­as a largo plazo. @@ -694,14 +654,9 @@ graph TD - **(2021)** [spectrum.ieee.org: How Software Is Eating the Car](https://spectrum.ieee.org/software-eating-car) [COMMUNITY-TOOL] β€” An industry analysis of software-defined vehicle (SDV) architectures. Investigates how safety-critical embedded frameworks are migrating toward virtualized hardware, container workloads, and modular microservices structures in advanced automotive systems. ## Emerging Technology -### Machine Learning - -#### Course - - - **(2024)** [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [SPANISH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Google's structured technical course on ML foundations. Covers gradient descent, model loss, deep neural networks, and scalable tensor processing, serving as an entry point for engineers integrating ML systems into modern APIs. ### Quantum Computing -#### Fundamentals (4) +#### Fundamentals (3) - **(2024)** [cope.es: El ejemplo de 'la moneda' con el que entender cΓ³mo funciona un ordenador cuΓ‘ntico: "SerΓ‘ una revoluciΓ³n"](https://www.cope.es/programas/la-linterna/noticias/ejemplo-moneda-con-que-entender-como-funciona-ordenador-cuantico-una-revolucion-20240407_3232557) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Introduce los principios de la computaciΓ³n cuΓ‘ntica de manera accesible mediante la analogΓ­a de una moneda girando para ilustrar la superposiciΓ³n. Destaca el impacto potencial de los cΓΊbits frente a la computaciΓ³n clΓ‘sica. ## Frontend Architecture @@ -924,7 +879,7 @@ graph TD Establishes a rigorous decision framework for migrating from monolithic systems to microservices, balancing organization size, domain boundaries, and cognitive load. The synthesis emphasizes that microservices should only be selected when parallel development velocity and independent horizontal scaling justify the added network complexity. -#### Fundamentals (5) +#### Fundamentals (4) ??? note "thenewstack.io: What Is Microservices Architecture?" **[Access Resource](https://thenewstack.io/microservices/what-is-microservices-architecture)** 🌟🌟🌟🌟 | Level: Beginner @@ -1187,7 +1142,7 @@ graph TD - **(2022)** [ubiqum.com: 20 Software Development Tools that will make you more productive](https://ubiqum.com/blog/20-software-development-tools-that-will-make-you-more-productive) [COMMUNITY-TOOL] β€” Curated technical list analyzing software development tools engineered to enhance engineering velocity. Explores IDE extensions, local container utilities, source control clients, and task automators critical for scaling developer operations. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md) diff --git a/v2-docs/istio.md b/v2-docs/istio.md index 2c9064cb..bab490a7 100644 --- a/v2-docs/istio.md +++ b/v2-docs/istio.md @@ -1,5 +1,5 @@ --- -description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native architect: top-tier tools, guides and references (Networking & Service Mesh)." +description: "Top Istio resources for 2026, AI-ranked: Envoy Gateway, Jaeger and more β€” curated Cloud Native tools, guides and references." --- # Istio - Service Mesh @@ -23,13 +23,6 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Istio Examples - **(2024)** [istiobyexample.dev 🌟](https://istiobyexample.dev) [COMMUNITY-TOOL] [GUIDE] β€” An exemplary repository of practical, real-world Istio deployment configurations. Provides direct templates for traffic routing, rate limiting, and mTLS security configurations, serving as an indispensable resource for platform teams building service mesh architectures. -## Cloud Native and Kubernetes - -### Networking and Edge Routing - -#### Gateway API - - - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) [GO / YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced architectural post demonstrating how Azure Application Gateway for Containers (AGC) integrates with Istio Service Mesh via Kubernetes Gateway API. It details how edge traffic routing seamlessly hands off to internal mesh proxy sidecars while preserving end-to-end mTLS and header-based routing. This integration is critical for high-security microservices topologies demanding zero-trust communication. ## Cloud Native Infrastructure ### Data Plane @@ -40,9 +33,6 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Installation - **(2022)** [getenvoy.io](https://www.envoyproxy.io/docs/envoy/latest/start/install) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Distribution platform providing certified binaries, installer packages, and bootstrapping resources for Envoy Proxy, facilitating direct deployments on local machines or hybrid container systems. -#### Proxy - - - **(2022)** [envoyproxy.io](https://www.envoyproxy.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Homepage for Envoy Proxy, the C++ cloud-native L7 edge and service proxy. Serving as the primary data plane for Istio and modern gateway tools, it offers unmatched extensibility, advanced load balancing, and dynamic runtime configuration. ### Multi-cluster #### Automation @@ -113,6 +103,15 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Progressive Delivery - **(2020)** [dev.to: A GitOps recipe for Progressive Delivery with Istio 🌟](https://dev.to/stefanprodan/a-gitops-recipe-for-progressive-delivery-2pa3) [COMMUNITY-TOOL] β€” A production-grade GitOps blueprint leveraging Flagger, Flux, and Istio to implement progressive canary deployments. Explores how continuous automated monitoring and Prometheus metrics validate rollouts and trigger instant rollbacks on error. +## Infrastructure + +### Networking + +#### Security (1) + +##### Egress Traffic + + - **(2019)** [==monzo.com: Controlling outbound traffic from Kubernetes==](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” Details the technical execution of isolating and managing external network endpoints from within a production Kubernetes banking cluster. Features strategies on proxy security, dynamic firewall rule sets, and compliance monitoring. ## Observability ### Continuous Profiling @@ -125,13 +124,21 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Deployment - **(2021)** [hackernoon.com: A Guide to Deploying Jaeger on Kubernetes in Production](https://hackernoon.com/a-guide-to-deploying-jaeger-on-kubernetes-in-production-0p2n3tub) [COMMUNITY-TOOL] β€” An operations guide detailing how to run Jaeger in high-traffic production environments on Kubernetes. Compares Elasticsearch and Cassandra storage backends and reviews the deployment of collectors and agents. +#### Jaeger + + - **(2026)** [Jaeger](https://www.jaegertracing.io) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The flagship Jaeger engine for distributed tracing, featuring comprehensive backend storage backends (Elasticsearch, Cassandra) and advanced UI query panels for deep dive transaction forensics. #### Opentelemetry - **(2022)** [hackernoon.com: How To Use OpenTelemetry And Jaeger To Implement Distributed Tracing And APM](https://hackernoon.com/how-to-use-opentelemetry-and-jaeger-to-implement-distributed-tracing-and-apm-jcx34fi) [COMMUNITY-TOOL] β€” An integration tutorial illustrating how to link OpenTelemetry APIs with Jaeger collectors. Outlines architectural best practices for standardizing traces, contextual metadata, and spans across polyglot microservice environments. -### Service Mesh (3) +### Log Management #### Visualization + - **(2026)** [Kibana](https://www.elastic.co/kibana) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β€” The industry-standard data visualization and exploration dashboard designed specifically for Elastic Stack and OpenSearch engines. Enables deep analytical queries, log visualization, machine learning anomalies detection, and application performance monitoring (APM) reporting. +### Service Mesh (3) + +#### Visualization (1) + - **(2023)** [==github.com: kiali==](https://github.com/kiali/kiali) ⭐ 3617 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The source repository for Kiali, an indispensable observability dashboard. Provides real-time interactive topologies, configuration validation, and native wizard-based creations of complex traffic routing mechanisms directly within Istio. - **(2022)** [kiali.io](https://kiali.io) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Homepage for Kiali, the primary management and visualization console for Istio. Delivers dynamic physical and logical topology maps, active health metrics, and direct configurations diagnostic tracking. ## Service Mesh (4) @@ -156,7 +163,7 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Architecture (2) - **(2023)** [istio.io: Learn Microservices using Kubernetes and Istio 🌟](https://istio.io/latest/docs/examples/microservices-istio) [COMMUNITY-TOOL] [GUIDE] β€” Official tutorial illustrating how to orchestrate multi-language microservices inside Kubernetes using Istio to handle service discovery, fault injection, and dynamic traffic routing. -### Networking +### Networking (1) #### API Gateway (2) @@ -170,7 +177,6 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Traffic Management (2) - **(2026)** [==github.com: Istio==](https://github.com/istio/istio) ⭐ 38217 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Main repository containing Istio's unified control plane (Istiod) and orchestration engines. Configures secure high-performance Envoy proxies as sidecars (or in ambient mode) to manage ingress, egress, and mutual TLS. - - **(2026)** [Istio.io](https://istio.io) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Home of the de facto standard open-source service mesh. Implements a uniform plane for managing, securing, and routing microservices traffic across hybrid cloud container clusters. #### Troubleshooting - **(2021)** [karlstoney.com: Istio 503's with UC's and TCP Fun Times](https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” High-impact technical case study investigating intermittent HTTP 503 errors and connection closure (UC) challenges under high TCP load inside Istio service meshes. Excellent deep-dive into sidecar race conditions. @@ -184,7 +190,6 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi #### Enterprise Platforms - **(2024)** [Red Hat Developer: Istio Service Mesh](https://developers.redhat.com/topics/service-mesh) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Red Hat's developer hub offering deep integration architectures for managing Red Hat OpenShift Service Mesh. Synthesizes Istio, Kiali, and Jaeger into an enterprise-ready networking stack. - - **(2020)** [blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What you should know 🌟](https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know) [COMMUNITY-TOOL] β€” Announcement detailing the GA availability of Red Hat OpenShift Service Mesh. Explains the integrated packaging of Istio, Envoy, and Jaeger under OpenShift's strict security paradigms. #### Observability (2) - **(2020)** [openshift.com: Monitoring Services like an SRE in OpenShift ServiceMesh Part 2: Collecting Standard Metrics 🌟](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh-part-2-collecting-standard-metrics-3) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Step-by-step SRE manual describing standard metrics collection (latency, error rates, throughput) across an enterprise OpenShift Service Mesh. Leveraging Prometheus and Kiali telemetry mappings. @@ -200,7 +205,7 @@ description: "Curated, AI-ranked Istio resources for the 2026 Cloud Native archi - **(2023)** [redhat-scholars: istio-tutorial 🌟](https://github.com/redhat-scholars/istio-tutorial) ⭐ 1206 [HTML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive scenario-driven learning path designed by Red Hat. Covers service deployment, routing, traffic splitting, canary deployments, circuit breakers, and advanced security models using Envoy. --- -πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/java-and-java-performance-optimization.md b/v2-docs/java-and-java-performance-optimization.md index 26e2c98a..7ae5fe1d 100644 --- a/v2-docs/java-and-java-performance-optimization.md +++ b/v2-docs/java-and-java-performance-optimization.md @@ -1,5 +1,5 @@ --- -description: "Top Java And Java Performance Optimization resources for 2026, AI-ranked: Byteman, Running Jenkins on Java 11 and more β€” curated Cloud Native tools, guides and." +description: "Top Java And Java Performance Optimization resources for 2026, AI-ranked: Byteman, Jillegal OffHeap Module and more β€” curated Cloud Native tools, guides and." --- # Java and Memory Management @@ -25,16 +25,6 @@ description: "Top Java And Java Performance Optimization resources for 2026, AI- - **(None)** [](https://www.javacodegeeks.com/2014/12/on-heap-vs-off-heap-memory-usage.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.javacodegeeks.com in the Kubernetes Tools ecosystem. - [DZone: Understanding the Java Memory Model and Garbage Collection 🌟](https://dzone.com/articles/understanding-the-java-memory-model-and-the-garbag) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: Understanding the Java Memory Model and Garbage Collection 🌟 in the Kubernetes Tools ecosystem. - [DZone: Memory Leaks and Java Code](https://dzone.com/articles/memory-leak-andjava-code) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: Memory Leaks and Java Code in the Kubernetes Tools ecosystem. -## CICD - -### Jenkins Management - -#### Infrastructure Upgrades - - - **(2019)** [Running Jenkins on Java 11 🌟](https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11) [LEGACY] β€” Comprehensive administration runbook describing JVM upgrade pathways from Java 8 to Java 11. Addresses class-loading modifications, modularization parameters, and deprecated agent arguments. -#### JVM Performance Tuning - - - **(2016)** [jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances 🌟](https://www.jenkins.io/blog/2016/11/21/gc-tuning) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Critical infrastructure advisory detailing memory allocation and G1GC GC argument tuning for massive Jenkins instances. Provides ready-to-use flag structures to eliminate long-duration Stop-The-World JVM freezes. ## Cloud Native Infrastructure ### Kubernetes @@ -82,8 +72,26 @@ description: "Top Java And Java Performance Optimization resources for 2026, AI- - **(2023)** [speakerdeck.com: Profiling a Java Application @DevDays 2023 | Victor Rentea](https://speakerdeck.com/victorrentea/profiling-a-java-application-at-devdays-2023) [COMMUNITY-TOOL] β€” Deep presentation deck outlining hands-on strategies for profiling complex enterprise Java deployments. Explores diagnosing thread contention, locking bottlenecks, heap leaks, and high JIT compilation latency. - **(2020)** [developers.redhat.com: Get started with JDK Flight Recorder in OpenJDK 8u 🌟](https://developers.redhat.com/blog/2020/08/25/get-started-with-jdk-flight-recorder-in-openjdk-8u) [ADVANCED LEVEL] [LEGACY] β€” Explores backporting JDK Flight Recorder to OpenJDK 8u, enabling low-overhead hardware and software event monitoring in production environments. Demonstrates negligible performance drag (<1%) compared to legacy profilers. +## Java Platform + +### Runtime and JVM + +#### Garbage Collection (1) + + - **(2021)** [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A comprehensive technical evaluation tracking the performance evolution and design changes of garbage collectors from JDK 8 to JDK 17. The analysis highlights significant throughput gains, memory footprint reductions, and sub-millisecond pause-time optimizations achieved in modern G1 and ZGC algorithms, making Java 17 highly optimized for containerized microservice execution environments. ## Observability (1) +### Application Monitoring + +#### Java Diagnostics + + - **(2020)** [Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Investigates techniques for profiling and debugging remote Java applications running on Kubernetes pods. Walks through port-forwarding JDWP connections and using CLI profiling utilities. +#### Java Performance + + - **(2026)** [tier1app.com](https://tier1app.com) [NONE CONTENT] [COMMUNITY-TOOL] β€” Platform behind core JVM diagnostic tools such as GCEasy, FastThread, and HeapHero. Provides automated analysis of GC logs, thread dumps, and heap dumps to resolve memory leaks and performance bottlenecks. + - **(2026)** [FastThread.io](https://fastthread.io) [NONE CONTENT] [COMMUNITY-TOOL] β€” An automated engine designed to diagnose JVM thread dumps. Resolves thread lock contention, transaction delays, and thread starvation bottlenecks in Kubernetes-hosted enterprise Java services. + - **(2026)** [gceasy.io 🌟](https://gceasy.io) [NONE CONTENT] [COMMUNITY-TOOL] β€” An advanced JVM garbage collection log analyzer. Uses machine learning algorithms to evaluate GC pauses, throughput, and memory trends, delivering actionable tuning recommendations for JVM sizing and GC algorithms (G1GC, ZGC). + - **(2026)** [heaphero.io](https://heaphero.io) [NONE CONTENT] [COMMUNITY-TOOL] β€” An instant heap dump analyzer that processes HPROF and system files to isolate leaking data structures. Generates visual memory maps to point out waste and duplicate objects in JVM workloads. ### Application Performance Monitoring #### Spring Boot @@ -134,7 +142,7 @@ description: "Top Java And Java Performance Optimization resources for 2026, AI- - **(2024)** [Byteman](https://byteman.jboss.org) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A highly robust runtime bytecode injection tool utilizing JBoss rule engines to trace, test, and inject faults into live Java applications. By using Event-Condition-Action (ECA) rules without requiring source code modifications, it remains a vital instrument for simulating extreme edge cases, chaos engineering, and tracing complex cloud microservices. - **(2021)** [developers.redhat.com: A faster way to access JDK Flight Recorder data](https://developers.redhat.com/articles/2021/11/23/faster-way-access-jdk-flight-recorder-data) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical review of modern JVM Flight Recorder streaming capabilities. It reviews strategies for consuming real-time telemetry events via Java in-memory APIs, offering low-latency, zero-overhead diagnostic monitoring without relying on bulky local file dumps. - **(2020)** [developers.redhat.com: Collect JDK Flight Recorder events at runtime with JMC Agent 🌟](https://developers.redhat.com/blog/2020/10/29/collect-jdk-flight-recorder-events-at-runtime-with-jmc-agent) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed Red Hat guide walking through real-time runtime JVM tracing using the JMC Agent. It explains how to dynamically inject custom JDK Flight Recorder (JFR) event declarations into third-party libraries and production codebases on-the-fly, bypassing the need for restarts or manual instrumentation. -#### Garbage Collection (1) +#### Garbage Collection (2) - **(2011)** [javarevisited.blogspot.com: How Garbage Collection works in Java? Explained (2011)](https://javarevisited.blogspot.com/2011/04/garbage-collection-in-java.html) [COMMUNITY-TOOL] β€” A fundamental learning resource explaining basic JVM Garbage Collection loops, young-and-old generational divisions, and classic algorithms (such as Serial and Parallel collectors). While standard for conceptual onboarding, developers should supplement this material with modern G1GC and low-latency concurrent garbage collectors. #### Memory Management (1) @@ -147,7 +155,7 @@ description: "Top Java And Java Performance Optimization resources for 2026, AI- - **(2020)** [developers.redhat.com: Checkpointing Java from outside of Java](https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An exploration of JVM checkpoint/restore methodologies focusing on Coordinated Restore at Checkpoint (CRaC) and external CRIU mechanisms. This approach enables instantaneous microservice startup by taking cold snapshots of memory, dramatically lowering latency penalties in serverless deployments. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/java_app_servers.md b/v2-docs/java_app_servers.md index b066aed8..673814f0 100644 --- a/v2-docs/java_app_servers.md +++ b/v2-docs/java_app_servers.md @@ -46,9 +46,22 @@ description: "Top Java_App_Servers resources for 2026, AI-ranked: Payara Micro, - **(2021)** [opensource.com: Get started with WildFly for Java web development](https://opensource.com/article/21/7/wildfly) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory guide on using WildFly for web application development, demonstrating fast setup and deploy loops. Live Grounding indicates its practical value for developers looking to run traditional web-profiles on modular container frameworks without heavy J2EE runtime friction. - **(2026)** [**WildFly**](https://www.wildfly.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The project homepage for WildFly, Red Hat's open-source application server executing modern Jakarta EE specifications. Live Grounding highlights WildFly as a high-performance, modular system featuring fast startup and low memory usage, heavily favored for container deployments. +## Enterprise Java + +### Runtimes (1) + +#### Apache Tomee + + - **(2026)** [TomEE from Tomitribe](https://tomee.apache.org) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Apache TomEE is a lightweight, certified Jakarta EE and MicroProfile implementation built on Apache Tomcat. It merges Tomcat's speed and small footprint with full Java Enterprise capabilities, including CDI, JTA, and JPA, making it ideal for microservice deployments requiring standardized API layers. +#### Kumuluzee + + - **(2026)** [KumuluzEE](https://ee.kumuluz.com) [JAVA CONTENT] [COMMUNITY-TOOL] β€” An award-winning, lightweight microservice framework that enables standard Java EE APIs to run as independent, containerized applications. It focuses on modular, plug-and-play architecture, bypassing heavy runtime components to achieve fast startup times and minimal cloud resource utilization. +#### Payara Server (1) + + - **(2026)** [Payara](https://payara.fish) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Payara Server and Payara Micro provide high-performance, container-friendly environments for running Jakarta EE and MicroProfile workloads. Designed for critical production architectures, it supports built-in clustering, hazelcast-powered data grids, and auto-tuning capabilities inside Kubernetes deployments. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/java_frameworks.md b/v2-docs/java_frameworks.md index cf3b4c89..372c3e32 100644 --- a/v2-docs/java_frameworks.md +++ b/v2-docs/java_frameworks.md @@ -15,6 +15,7 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l #### General Reference + - [Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' 🌟🌟](https://dzone.com/articles/programming-styles-spring-boot-vis-a-vis-with-ecli) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' 🌟🌟 in the Kubernetes Tools ecosystem. - [reddit.com/r/java](https://www.reddit.com/r/java) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/java in the Kubernetes Tools ecosystem. - [dzone: Java Creator James Gosling Interview](https://dzone.com/articles/java-creator-james-gosling-interview) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Java Creator James Gosling Interview in the Kubernetes Tools ecosystem. - [dzone: Choosing Library To Build Rest API in Java](https://dzone.com/articles/building-rest-api-in-java) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Choosing Library To Build Rest API in Java in the Kubernetes Tools ecosystem. @@ -28,7 +29,6 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l - [dzone: Spring Cloud Config Server on Kubernetes (Part 1)](https://dzone.com/articles/spring-cloud-config-server-on-kubernetes-part-1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Spring Cloud Config Server on Kubernetes (Part 1) in the Kubernetes Tools ecosystem. - [dzone: Build a Java REST API With Quarkus](https://dzone.com/articles/build-a-java-rest-api-with-quarkus) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Build a Java REST API With Quarkus in the Kubernetes Tools ecosystem. - [dzone: A Java developer's guide to Quarkus](https://dzone.com/articles/a-java-developers-guide-to-quarkus) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: A Java developer's guide to Quarkus in the Kubernetes Tools ecosystem. - - [Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' 🌟🌟](https://dzone.com/articles/programming-styles-spring-boot-vis-a-vis-with-ecli) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Programming Styles Compared: Spring Framework vis-a-vis Eclipse MicroProfile' 🌟🌟 in the Kubernetes Tools ecosystem. - [dzone: Microservices: Quarkus vs. Spring Boot](https://dzone.com/articles/microservices-quarkus-vs-spring-boot) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Microservices: Quarkus vs. Spring Boot in the Kubernetes Tools ecosystem. - [dzone: The Best Java Testing Frameworks to focus in 2021](https://dzone.com/articles/the-best-java-testing-frameworks-to-focus-in-2021) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: The Best Java Testing Frameworks to focus in 2021 in the Kubernetes Tools ecosystem. ## Cloud Native @@ -88,9 +88,6 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l #### Manifest Generation - **(2025)** [**Dekorate**](https://dekorate.io) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An annotation-based code generation tool that automatically creates Kubernetes manifests (YAML, JSON) during compile time. By decorating Java code directly, developers can emit Deployment, Service, and Ingress templates without leaving their IDEs. While highly convenient for Java-centric shops, it can obscure platform-level complexities that DevOps teams may need to manage externally. -#### Maven Integration - - - **(2025)** [**JKube**](https://eclipse.dev/jkube) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Eclipse JKube is a collection of plugins and libraries used for building container images and generating Kubernetes manifests out of Java projects. Successor to the popular Fabric8 Maven Plugin, it integrates natively into Maven and Gradle builds. In 2026, it remains a robust enterprise choice for teams seeking to automate image builds and deployments directly from their existing JVM build pipelines. #### Orchestration Tooling - **(2025)** [==Skaffold --generate-manifests==](https://skaffold.dev/docs/pipeline-stages/init) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Detail on Skaffold's `--generate-manifests` capability, which facilitates local build and deployment orchestration on Kubernetes. This tool manages the developer inner loop by tracking local code modifications, triggering rebuilding/tagging of images, and automating deployments. It has become an industry standard for continuous local feedback loops in multi-service local environments. @@ -153,15 +150,6 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l - **(2021)** [developers.redhat.com: Spring Boot on Quarkus: Magic or madness?](https://developers.redhat.com/blog/2021/02/09/spring-boot-on-quarkus-magic-or-madness) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Evaluates the Quarkus extension layer designed to process Spring API annotations. This architecture allows developers to reuse Spring Web, Security, and DI code while benefiting from Quarkus's ultra-low memory usage, rapid boot times, and optimized GraalVM native builds. ### Runtimes -#### Apache Tomee - - - **(2026)** [TomEE from Tomitribe](https://tomee.apache.org) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Apache TomEE is a lightweight, certified Jakarta EE and MicroProfile implementation built on Apache Tomcat. It merges Tomcat's speed and small footprint with full Java Enterprise capabilities, including CDI, JTA, and JPA, making it ideal for microservice deployments requiring standardized API layers. -#### Kumuluzee - - - **(2026)** [KumuluzEE](https://ee.kumuluz.com) [JAVA CONTENT] [COMMUNITY-TOOL] β€” An award-winning, lightweight microservice framework that enables standard Java EE APIs to run as independent, containerized applications. It focuses on modular, plug-and-play architecture, bypassing heavy runtime components to achieve fast startup times and minimal cloud resource utilization. -#### Payara Server - - - **(2026)** [Payara](https://payara.fish) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Payara Server and Payara Micro provide high-performance, container-friendly environments for running Jakarta EE and MicroProfile workloads. Designed for critical production architectures, it supports built-in clustering, hazelcast-powered data grids, and auto-tuning capabilities inside Kubernetes deployments. #### Wildfly Swarm - **(2018)** [RedHat’s WildFly Swarm](https://wildfly-swarm.io) [JAVA CONTENT] [LEGACY] β€” WildFly Swarm (subsequently renamed Thorntail) was Red Hat's early approach to packaging Java EE apps as customized, self-contained executable JARs. This project is now archived and deprecated, with Red Hat channeling cloud-native engineering resources toward Quarkus. @@ -301,21 +289,8 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l #### Javadoc - **(2021)** [openjdk.java.net: JEP 413: Code Snippets in Java API Documentation](https://openjdk.org/jeps/413) [JAVA CONTENT] [COMMUNITY-TOOL] β€” This proposal details JEP 413, introducing the `@snippet` tag for Java API documentation. By allowing the integration of validated, syntax-highlighted code snippets directly from external source files or internal blocks, it replaces fragile HTML `
` tags, streamlining the documentation-as-code workflow for large enterprise platforms.
-### Runtime and JVM
-
-#### Garbage Collection
-
-  - **(2021)** [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive technical evaluation tracking the performance evolution and design changes of garbage collectors from JDK 8 to JDK 17. The analysis highlights significant throughput gains, memory footprint reductions, and sub-millisecond pause-time optimizations achieved in modern G1 and ZGC algorithms, making Java 17 highly optimized for containerized microservice execution environments.
 ## Kubernetes and Cloud Native
 
-### CICD
-
-#### Continuous Deployment
-
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices](https://devm.io/blog) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Part two of the microservices CI/CD series, detailing continuous deployment onto active Kubernetes clusters. Focuses on orchestrating declarative manifest YAML files, configuring deployment strategies like rolling updates, and handling Kubernetes secrets securely.
-#### Dockerization
-
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 1](https://devm.io/microservices/cicd-microservices-docker-162408) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Details optimal Docker containerization patterns for Spring Boot microservices, addressing multi-stage image builds, layer caching, and minimizing runtime footprint sizes. It shows how to design pipeline steps to generate secure, unprivileged OCI-compliant container images.
 ### Microservices (1)
 
 #### Best Practices
@@ -412,7 +387,7 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l
   - **(2022)** [javatechonline.com: Making Java easy to learn - OOPs Design Principles](https://javatechonline.com/oops-principles-oops-design-principles) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” An in-depth guide on SOLID design principles and Object-Oriented Programming (OOP) methodologies. This resource links core design patterns to system modularity and maintainability, providing developers with the tools to construct long-term, evolvable software systems.
 ### JVM Internals
 
-#### Garbage Collection (1)
+#### Garbage Collection
 
   - **(2021)** [developers.redhat.com: Shenandoah in OpenJDK 17: Sub-millisecond GC pauses](https://developers.redhat.com/articles/2021/09/16/shenandoah-openjdk-17-sub-millisecond-gc-pauses) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” This Red Hat engineering analysis covers Shenandoah GC in OpenJDK 17. It details how the garbage collector achieves sub-millisecond pauses by performing evacuation and compacting concurrently with active application threads, making it ideal for low-latency Java microservices.
   - **(2021)** [tschatzl.github.io: JDK 17 G1/Parallel GC changes](https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An expert analysis on GC improvements within JDK 17, specifically targeting the G1 and Parallel garbage collectors. It explains the runtime optimizations that reduce memory footprints, improve memory reclaiming speeds, and stabilize GC latency during containerized workloads.
@@ -441,7 +416,6 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l
 #### Licensing
 
   - **(2021)** [Oracle Java](https://www.oracle.com/java/technologies/java-se-glance.html) [JAVA CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Details Oracle's licensing pivot with the introduction of the No-Fee Terms and Conditions (NFTC) license for JDK 17. The analysis explains how this license permits free production usage, easing previous compliance friction for enterprise environments.
-  - **(2018)** [Oracle's Java 11 trap - Use OpenJDK instead! 🌟](https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A highly discussed warning article regarding the commercial risks associated with using Oracle JDK 11 without a paid subscription. The piece strongly urges teams to migrate standard JVM deployments to community OpenJDK distributions to maintain licensing compliance.
 #### Openjdk Support
 
   - **(2018)** [developers.redhat.com: The future of Java and OpenJDK updates without Oracle support](https://developers.redhat.com/blog/2018/09/24/the-future-of-java-and-openjdk-updates-without-oracle-support) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Red Hat's strategic statement on taking over the stewardship of OpenJDK updates (specifically JDK 8 and JDK 11) after Oracle's support cycles. It outlines Red Hat's commitment to community-driven, enterprise-grade, open-source Java runtimes suitable for cloud native microservices.
@@ -571,7 +545,7 @@ description: "Top Java_Frameworks resources for 2026, AI-ranked: Spring Cloud, l
   - **(2022)** [javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java Developers](https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A fullstack starter tutorial demonstrating how to integrate a Spring Boot backend API with an Angular single-page frontend application. It covers structuring cross-origin request policies (CORS), handling JSON model parsing, and securing application endpoints.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/javascript.md b/v2-docs/javascript.md
index bde6ff5d..430e2c7a 100644
--- a/v2-docs/javascript.md
+++ b/v2-docs/javascript.md
@@ -18,11 +18,6 @@ description: "Top Javascript resources for 2026, AI-ranked: dev.to: JavaScript O
   - **(2021)** [developers.redhat.com: Introduction to the Node.js reference architecture, Part 5: Building good containers](https://developers.redhat.com/articles/2021/08/26/introduction-nodejs-reference-architecture-part-5-building-good-containers) [MARKDOWN CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Part of Red Hat's Node.js reference architecture focusing on secure container images. Outlines distroless base choices, multi-stage Docker builds, user permissions management, and resource allocation policies for production runtimes.
 ## Developer Productivity
 
-### Integrated Development Environments
-
-#### Rust
-
-  - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [MARKDOWN CONTENT]  [COMMUNITY-TOOL] β€” Comparative review evaluating IntelliJ Rust versus VSCode + rust-analyzer. Analyzes memory footprint, compilation speed feedback loops, macro expansion accuracy, and integrated debugger performance.
 ### Package Management
 
 #### Supply Chain Security
@@ -65,9 +60,6 @@ description: "Top Javascript resources for 2026, AI-ranked: dev.to: JavaScript O
 #### Software Architecture
 
   - **(2020)** [==react js: mithi/react-philosophies==](https://github.com/mithi/react-philosophies) ⭐ 3728  [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly structured philosophy repository outlining architectural principles for designing maintainable React codebases. Emphasizes declarative code patterns, state encapsulation, hook extraction, and unit testing strategies.
-#### State Management
-
-  - **(2019)** [useHooks - React Hooks Library](https://usehooks.com) [TYPESCRIPT CONTENT]  [COMMUNITY-TOOL] β€” Production-ready React hook recipes facilitating decoupled side effects, event listener bindings, dynamic state persistence, and responsive UI behaviors without custom boilerplate code.
 ### Real-time Communication
 
 #### Notifications
@@ -115,7 +107,7 @@ description: "Top Javascript resources for 2026, AI-ranked: dev.to: JavaScript O
   - **(2022)** [web.dev/explore/react](https://web.dev/explore/react) [JAVASCRIPT CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Google's comprehensive developer resource hub focused on optimizing React application performance. Emphasizes web vitals, code-splitting, bundle reduction, and server-side rendering strategies crucial for designing low-latency web interfaces.
 
 ---
-πŸ’‘ **Explore Related:** [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/jenkins-alternatives.md b/v2-docs/jenkins-alternatives.md
index edff21f7..0a7e304d 100644
--- a/v2-docs/jenkins-alternatives.md
+++ b/v2-docs/jenkins-alternatives.md
@@ -33,12 +33,24 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
 #### DevOps Integrations
 
   - **(2020)** [openshift.com: Cloud DevOps With OpenShift and JFrog](https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog) [N/A CONTENT]  [COMMUNITY-TOOL] β€” This integration study outlines the cooperative benefits of leveraging Red Hat OpenShift alongside JFrog Artifactory to drive secure, enterprise-grade cloud-native development. It covers automated build triggers, container compliance, and continuous deployment workflows. It showcases how combining these enterprise tools streamlines DevOps practices at scale.
+### Pipeline Automation
+
+#### Jfrog Pipelines
+
+  - **(2021)** [jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines](https://jfrog.com/blog) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Highlights the transition of software build jobs from standard Jenkins architectures to optimized JFrog Pipelines. It details structural enhancements in build speeds, caching mechanisms, and overall pipeline orchestrations using Artifactory integrations. This technical blog demonstrates techniques for reducing CI bottleneck overhead.
 ### Tool Comparison
 
   - **(2024)** [lambdatest.com: TeamCity vs. Jenkins: Picking The Right CI/CD Tool](https://www.testmuai.com/blog/teamcity-vs-jenkins-picking-the-right-ci-cd-tool) [AGNOSTIC CONTENT]  [COMMUNITY-TOOL] β€” Analyzes the structural and financial differences between JetBrains TeamCity and open-source Jenkins. Highlights Jenkins' raw extensibility via thousands of community-authored plugins against TeamCity's high-quality out-of-the-box features, configuration-as-code capabilities, and refined user-access controls.
   - **(2024)** [cBamboo vs Jenkins: Showdown Of CI/CD Tools](https://www.testmuai.com/blog/bamboo-vs-jenkins-showdown-of-ci-cd-tools) [AGNOSTIC CONTENT]  [COMMUNITY-TOOL] β€” Compares Atlassian's commercial Bamboo platform against open-source Jenkins. Investigates how Bamboo's native integrations with Jira and Bitbucket simplify build-to-deploy traceability for enterprise engineering operations, weighing these out-of-the-box benefits against the licensing model and configuration flexibility of Jenkins.
   - **(2024)** [lambdatest.com: CircleCI Vs. GitLab: Choosing The Right CI/CD Tool](https://www.testmuai.com/blog/circleci-vs-gitlab) [AGNOSTIC CONTENT]  [COMMUNITY-TOOL] β€” Examines SaaS-first CircleCI against the all-in-one DevOps platform of GitLab CI. Contrasts CircleCI's fast docker-in-docker execution and orb-based pipeline sharing with GitLab's comprehensive feature set, which covers source control management, security scanning, and pipeline delivery in a unified framework.
   - **(2024)** [lambdatest.com: Jenkins vs Travis vs Bamboo vs TeamCity: Clash Of The Titans](https://www.testmuai.com/blog/jenkins-vs-travis-vs-bamboo-vs-teamcity) [AGNOSTIC CONTENT]  [COMMUNITY-TOOL] β€” An exhaustive battle card detailing the functional tradeoffs of four historic CI platforms. Contrasts the self-managed flexibility of Jenkins, the pioneered SaaS simplicity of Travis CI, the Jira-aligned integrations of Bamboo, and the polished configurations of TeamCity.
+## Cloud Infrastructure
+
+### AWS Ecosystem
+
+#### Cloud Services
+
+  - **(2026)** [AWS DevOps 🌟](https://aws.amazon.com/devops) [N/A CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” AWS’s primary DevOps portal, presenting their native continuous delivery and infrastructure management stack, including CodePipeline, CodeBuild, and CloudFormation. While curator listings highlight frictionless integration with EC2 and ECS, live architectural patterns in 2026 showcase teams frequently combining AWS-native compute with cloud-agnostic deployment runtimes to avoid platform lock-in.
 ## Continuous Delivery
 
 ### CICD (1)
@@ -48,6 +60,11 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
   - **(2026)** [**Awesome GitHub Actions**](https://github.com/sdras/awesome-actions) ⭐ 27907  [MARKDOWN CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier community-backed library for GitHub Actions workflows, custom actions, and orchestrator tools. Streamlines structural pipelines by detailing matrix patterns, self-hosted runner optimizations, and security hardening configurations.
 ## Deployment and Delivery
 
+### Application Delivery
+
+#### Waypoint
+
+  - **(2024)** [waypointproject.io](https://developer.hashicorp.com/waypoint) [GO CONTENT]  [COMMUNITY-TOOL] β€” HashiCorp Waypoint provides developers with a structured application delivery model across multiple underlying orchestrators. Utilizing a single declarative configuration file, it unifies the build, deployment, and release pipeline stages.
 ### CICD (2)
 
 #### Cloud-native CI
@@ -65,7 +82,6 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
 #### Kubernetes-native CI
 
   - **(2022)** [==csweichel/werft==](https://github.com/csweichel/werft) ⭐ 194  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Werft is a lightweight, Kubernetes-native CI system designed to launch build tasks as custom pods directly from Git actions. Bypassing bulky traditional build systems, it leverages native Kubernetes scheduling to guarantee isolated, deterministic execution environments.
-  - **(2021)** [jenkins-x.io](https://jayex.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Jenkins X is an automated, cloud-native CI/CD platform engineered specifically for Kubernetes environments. Driven by Tekton and Helm, it implements comprehensive GitOps-based environment promotion and dynamic preview deployment capabilities.
   - **(2020)** [devopstoolkitseries.com](https://www.devopstoolkitseries.com)  [COMMUNITY-TOOL] [GUIDE] β€” A video-guided tutorial from the DevOps Toolkit Series demonstrating Jenkins X setups. It details the process of establishing Kubernetes-native continuous delivery, showcasing automated PR checks and progressive staging mechanics.
   - **(2020)** [Book: The DevOps 2.6 Toolkit: Jenkins X](https://leanpub.com/the-devops-2-6-toolkit) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A highly technical book outlining the implementation of automated, Kubernetes-native workflows using Jenkins X. Details advanced patterns using Helm, Tekton, and Prow, providing solid strategies for robust continuous delivery.
 #### Local Execution
@@ -78,6 +94,9 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
 #### Pipeline Optimization
 
   - **(2021)** [semaphoreci.com: Revving up Continuous Integration with Parallel Testing](https://semaphore.io/blog/revving-up-continuous-integration-with-parallel-testing)  [COMMUNITY-TOOL] β€” This technical deep-dive examines parallel testing strategies within Semaphore CI/CD pipelines. Explains dynamic test suite splitting, containerized executor pooling, and concurrency management to drastically reduce developer feedback loops in microservice architectures.
+#### Self-hosted Runners
+
+  - **(2025)** [Buildbot](https://buildbot.net) [PYTHON CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A Python-based framework designed for continuous integration testing. Although largely surpassed by Kubernetes-native engines, Buildbot remains a robust, highly extensible platform for complex, non-standard compilation requirements.
 ### Continuous Deployment
 
 #### Declarative Pipelines
@@ -105,9 +124,16 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
 #### CICD (4)
 
   - **(2023)** [github.com: RedHat Actions 🌟](https://github.com/redhat-actions) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The main organizational hub housing Red Hat's official actions for OpenShift deployment. These components standardize cluster authentication, CLI installation, and container orchestration tasks directly in pipeline code. Acts as the primary bridge for enterprise Kubernetes pipeline operations.
-#### Self-hosted Runners
+#### Self-hosted Runners (1)
 
   - **(2024)** [github.com: OpenShift GitHub Actions Runner 🌟](https://github.com/redhat-actions/openshift-actions-runners) [DOCKERFILE CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Holds Red Hat's containerized self-hosted GitHub Actions runner configurations optimized for execution on OpenShift clusters. Offers secure scaling patterns that allow pipelines to process resource-intensive compilation and container builds natively within the cluster fabric.
+### Continuous Delivery (1)
+
+#### Spinnaker Setup
+
+##### Git Integration
+
+  - **(2022)** [armory.io: Git Pull Support in Spinnaker](https://www.harness.io/products/continuous-delivery) [N/A CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Curator Insight addresses configuring Git pull trigger functionality inside Spinnaker. Live Grounding confirms that enabling automated repository monitoring allows Spinnaker to initiate targeted application pipelines immediately upon commit detection. This establishes the prerequisite feedback loop necessary for true continuous delivery.
 ## Devsecops
 
 ### CICD (5)
@@ -143,6 +169,20 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
 #### Appops and Gitops
 
   - **(2025)** [==Devtron==](https://github.com/devtron-labs/devtron) ⭐ 5513  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive, open-source AppOps platform for Kubernetes designed to consolidate CI/CD pipelines, GitOps, observability, and cost optimization. Provides self-service deployment interfaces, security checks, and deep resource validation for multicluster operations.
+## Kubernetes Developer Experience
+
+### Inner-loop Automation
+
+#### Skaffold
+
+  - **(2026)** [**Skaffold 🌟**](https://skaffold.dev) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google's Skaffold remains an industry-leading workflow engine that orchestrates code building, artifact pushing, and target deployment steps. It features smart caching, file sync capability, and multi-profile handling configurations.
+## Mlops
+
+### Kubernetes
+
+#### Kubeflow
+
+  - **(2026)** [==kubeflow==](https://www.kubeflow.org) [GO CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kubeflow is the leading cloud-native open-source MLOps suite designed to construct, deploy, and run modular machine learning workflows on Kubernetes clusters. Provides a comprehensive platform for managing Jupyter notebooks, workflow pipelines, and highly optimized inference deployments.
 ## Orchestration and Packaging
 
 ### Cloud-native Delivery (1)
@@ -264,7 +304,7 @@ description: "Top Jenkins Alternatives resources for 2026, AI-ranked: Prow, Scre
   - **(2026)** [==onedev==](https://github.com/theonedev/onedev) ⭐ 15041  [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An all-in-one, highly scalable self-hosted Git service and CI/CD platform. Features visual pipeline construction, interactive code navigation, and issue-tracking, optimized to run as a single-node setup or distributed across Kubernetes environments.
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Gitops](./gitops.md) | [Jenkins](./jenkins.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/jenkins.md b/v2-docs/jenkins.md
index e9d9ff08..d9ebb748 100644
--- a/v2-docs/jenkins.md
+++ b/v2-docs/jenkins.md
@@ -15,7 +15,6 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
 #### General Reference
 
-  - [Dzone: Running Ansible Playbooks From Jenkins](https://dzone.com/articles/running-ansible-playbooks-from-jenkins)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem.
   - [reddit.com/r/jenkinsci](https://www.reddit.com/r/jenkinsci)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/jenkinsci in the Kubernetes Tools ecosystem.
   - [dzone: getting started with jenkins the ultimate guide](https://dzone.com/articles/getting-started-with-jenkins-the-ultimate-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: getting started with jenkins the ultimate guide in the Kubernetes Tools ecosystem.
   - [dzone: jenkins in a nutshell](https://dzone.com/articles/jenkins-in-a-nutshell)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: jenkins in a nutshell in the Kubernetes Tools ecosystem.
@@ -29,6 +28,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
   - [stackoverflow.com: Can I have an entire declarative pipeline defined and' parameterized in a shared library?](https://stackoverflow.com/questions/45889796/can-i-have-an-entire-declarative-pipeline-defined-and-parameterized-in-a-shared)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackoverflow.com: Can I have an entire declarative pipeline defined and' parameterized in a shared library? in the Kubernetes Tools ecosystem.
   - [Dzone: Running Jenkins Server With Configuration-as-Code 🌟](https://dzone.com/articles/running-jenkins-server-with-configuration-as-code)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Jenkins Server With Configuration-as-Code 🌟 in the Kubernetes Tools ecosystem.
   - [dzone: how to setup scalable jenkins on top of a kubernetes cluster](https://dzone.com/articles/how-to-setup-scalable-jenkins-on-top-of-a-kubernet)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: how to setup scalable jenkins on top of a kubernetes cluster in the Kubernetes Tools ecosystem.
+  - [Dzone: Running Ansible Playbooks From Jenkins](https://dzone.com/articles/running-ansible-playbooks-from-jenkins)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Running Ansible Playbooks From Jenkins in the Kubernetes Tools ecosystem.
   - [jrebel.com: Top 10 Jenkins Plugins and Features (2014)](https://www.jrebel.com/blog/top-10-jenkins-plugins-and-features)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering jrebel.com: Top 10 Jenkins Plugins and Features (2014) in the Kubernetes Tools ecosystem.
   - [Building Docker images when running Jenkins in Kubernetes](https://www.reddit.com/r/jenkinsci/comments/ctirsc/building_docker_images_when_running_jenkins_in)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Building Docker images when running Jenkins in Kubernetes in the Kubernetes Tools ecosystem.
 ## CICD
@@ -69,6 +69,14 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Build Dependencies
 
   - **(2025)** [**Copy Artifact**](https://plugins.jenkins.io/copyartifact) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Enables secure and parameterized copying of workspace artifacts between different Jenkins jobs. Crucial for non-pipeline or multi-stage legacy freestyle architectures, though modern pipeline-based artifact repositories are preferred.
+### Automation
+
+#### Deployment Tools
+
+  - **(2023)** [==Kubernetes Continuous Deploy==](https://plugins.jenkins.io/kubernetes-cd) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Jenkins plugin designed to coordinate container deployment pipelines, allowing seamless application delivery onto Kubernetes clusters. It handles cluster authentication, manifest interpolation, and rollout verification, although modern enterprise GitOps architectures have largely transitioned target deployments to ArgoCD or Flux.
+#### Jenkins Integration
+
+  - **(2024)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A foundational plugin that integrates Jenkins with Kubernetes clusters to dynamically provision Jenkins agent pods on-demand. By leveraging Kubernetes namespaces and resources, it ensures isolated build environments, scaling agent capacity up during intensive test stages and scaling down to save compute budget.
 ### Automation Philosophy
 
 #### Anti-patterns
@@ -102,6 +110,9 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
   - **(2021)** [youtube LambdaTest: Jenkins Tutorial For Beginners | Part 9 | Cross Browser Testing With LambdaTest Jenkins Plugin](https://www.youtube.com/watch?v=x5cyrE9ecis&ab_channel=LambdaTest)  [COMMUNITY-TOOL] β€” Shows integration of the LambdaTest automated cross-browser matrix plugin inside Jenkins pipeline stages. *Curator Insight*: UI and browser testing. *Live Grounding*: Critical for frontend systems to execute visual verification and cross-browser coverage during the CI stage.
   - **(2021)** [automationqahub.com: How To Publish ExtentReport Using Jenkins](https://automationqahub.com/how-to-publish-extentreport-using-jenkins)  [COMMUNITY-TOOL] β€” Shows how to integrate the Jenkins HTML Publisher plugin to generate interactive ExtentReport test reports inside build views. *Curator Insight*: Publishing test metrics. *Live Grounding*: Essential for making automation test feedback available inside build dashboards.
+### Concourse CI
+
+  - **(2020)** [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es-es/insights/blog) [YAML CONTENT] [ADVANCED LEVEL]  [LEGACY] β€” Analyzes the migration patterns from Jenkins or legacy orchestrators to Concourse CI, highlighting Concourse's declarative, stateless, container-first pipeline design. (Live Grounding: Concourse CI, though revolutionary for its resource-based declarative architecture, has largely been superseded in 2026 by GitOps controllers like Argo CD and cloud-native pipeline runners like GitHub Actions).
 ### Configuration As Code
 
 !!! info "Jenkins Configuration as Code (CasC) Architectural Reference"
@@ -138,6 +149,9 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
     ---
     πŸ’‘ **Architectural Recommendation**: Use **JCasC** to set up the controller, **Job DSL** to generate your multibranch pipeline jobs automatically, and a **Declarative Jenkinsfile** inside each repo to define the build steps. Enrich the visual feedback loop by deploying the **Pipeline Graph View Plugin**, and lock the UI down to read-only mode to prevent configuration drift.
 
+#### Developer Tooling
+
+  - **(2024)** [Visual Studio Code JCasC-Plugin 🌟](https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin) [TYPESCRIPT CONTENT]  [COMMUNITY-TOOL] β€” A high-performance developer editor tool designed to provide autocompletion, real-time schema linting, and context-aware validation syntax checks specifically for managing complex Jenkins Configuration as Code declarations.
 #### Docker Deployment
 
   - **[Official Jenkins Docker Image](https://github.com/jenkinsci/docker)** [DE FACTO STANDARD] β€” Official Docker templates and build scripts for Jenkins controllers.
@@ -199,7 +213,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Version Tracking
 
   - **(2024)** [jenkins-version](https://github.com/jenkins-infra/jenkins-version) [JAVASCRIPT CONTENT]  [COMMUNITY-TOOL] β€” An infrastructure management micro-library maintaining core platform version maps. Used by operations modules to trace historical releases, coordinate security updates, and validate target software compatibility matrices.
-### Developer Tooling
+### Developer Tooling (1)
 
 #### Editor Extension
 
@@ -253,7 +267,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
   - **(2021)** [jenkins.io: Jenkins Remoting Monitoring 🌟](https://www.jenkins.io/projects/gsoc/2021/projects/remoting-monitoring) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” A Google Summer of Code project focused on modernizing the observability of Jenkins controller-agent communication paths. Exposes remote protocol metrics and traces to assist platform teams in troubleshooting flaky connections.
   - **(2021)** [Jenkins Remoting monitoring with OpenTelemetry Plugin 🌟](https://github.com/jenkinsci/remoting-opentelemetry-plugin) ⭐ 15  [JAVA CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” This repository implements agent trace propagation by reporting telemetry data of Jenkins Remoting protocols. By wrapping the remoting layer, it helps isolate latency issues and keep-alive failures between controllers and remote agents.
   - **(2021)** [Jenkins: Agents Monitoring End User Survey](https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kvu3DFqL7EZA/viewform) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” User research survey focused on identifying operational pain points in Jenkins agent monitoring. Highlighted community demand for tracing agent communication channels, particularly utilizing "Jenkins Remoting Keep Alive" messages as distributed traces for proactive connection diagnostics.
-#### Automation
+#### Automation (1)
 
   - **(2016)** [jenkinsci/jenkins-scripts 🌟](https://github.com/jenkinsci/jenkins-scripts) [GROOVY CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A curated collection of utility Groovy scripts for managing, troubleshooting, and diagnosing issues within Jenkins master-agent configurations. Indispensable for automation administrators performing bulk operations.
 #### Containerization (1)
@@ -309,6 +323,14 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Tutorials
 
   - **(2023)** [lambdatest.com: How To Set Up Continuous Integration With Git and Jenkins?](https://www.testmuai.com/blog/how-to-setup-continuous-integration-with-git-jenkins)  [COMMUNITY-TOOL] β€” A beginner guide outlining basic integrations between Git control layers and Jenkins CI servers. It walks through configuring automated polling, webhooks, SSH keys, and multi-branch pipeline pipelines.
+### Jenkins Management
+
+#### Infrastructure Upgrades
+
+  - **(2019)** [Running Jenkins on Java 11 🌟](https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11)  [LEGACY] β€” Comprehensive administration runbook describing JVM upgrade pathways from Java 8 to Java 11. Addresses class-loading modifications, modularization parameters, and deprecated agent arguments.
+#### JVM Performance Tuning
+
+  - **(2016)** [jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances 🌟](https://www.jenkins.io/blog/2016/11/21/gc-tuning) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Critical infrastructure advisory detailing memory allocation and G1GC GC argument tuning for massive Jenkins instances. Provides ready-to-use flag structures to eliminate long-duration Stop-The-World JVM freezes.
 ### Jenkins Pipeline
 
 #### Best Practices
@@ -362,6 +384,17 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Scm Integration
 
   - **(2021)** [youtube: How to Create a Bitbucket Cloud Branch Source Multibranch Pipeline in Jenkins](https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV) [NONE CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” An instructional overview outlining how to orchestrate high-performance multibranch pipelines using Bitbucket Cloud source managers, ensuring real-time testing and webhook synchronization across dynamic repository branches.
+### Openshift
+
+#### CLI Tools
+
+  - **(2022)** [==openshift-client==](https://plugins.jenkins.io/openshift-client) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A vital Jenkins plugin that packages and injects the OpenShift CLI (oc) command tool directly into pipeline execution containers. It enables automation scripts to easily authenticate, query, and manipulate OpenShift namespaces, security context constraints (SCCs), and route resources.
+#### Pipelines
+
+  - **(2022)** [==openshift-pipeline==](https://plugins.jenkins.io/openshift-pipeline) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A key Jenkins integration designed to trigger and coordinate OpenShift source-to-image (S2I) and binary-to-image build pipelines directly from Jenkins stages. It bridges traditional centralized orchestration with OpenShift-native application delivery models. Modern workloads are increasingly migrating toward Tekton-based OpenShift Pipelines.
+#### Synchronization
+
+  - **(2022)** [==openshift-sync==](https://plugins.jenkins.io/openshift-sync) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Jenkins plugin designed to continuously synchronize Jenkins Job states, configurations, and build logs directly with OpenShift’s Build configurations and pipelines. By unifying build states, it provides developers with a single dashboard experience within the native OpenShift console interface.
 ### Pipeline Definition
 
 #### Declarative Alternatives
@@ -458,6 +491,9 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
   - **(2020)** [cloudbees.com: Troubleshooting Jenkins Performance: Kubernetes Edition - Part 1 (2020) 🌟](https://www.cloudbees.com/blog/apm-tools-jenkins-performance) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Part one of an engineering diagnostic series for hunting down master slowdowns in Kubernetes clusters. Focuses on setting up proper application performance monitoring and resolving severe disk-level I/O latency blocks.
 ### Security
 
+#### Access Management
+
+  - **(2021)** [==Connecting and authenticating to Jenkins with Teleport Application Access==](https://github.com/gravitational/teleport/discussions/8330) ⭐ 20488  [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Explains how to secure Jenkins controller instances with identity-aware authorization proxies via Teleport Application Access. *Curator Insight*: Security gateways. *Live Grounding*: Critical blueprint for modern security compliance, eliminating the vulnerability of exposing Jenkins directly to the internet.
 #### Credentials Binding
 
   - **(2021)** [jenkins.io: Git Username/Password Credentials Binding for sh, bat, and powershell 🌟](https://www.jenkins.io/blog/2021/07/27/git-credentials-binding-phase-1)  [COMMUNITY-TOOL] β€” Covers Jenkins secure credential binding updates, preventing execution shells (sh, bat, powershell) from exposing VCS passwords in public log systems. *Curator Insight*: Securing git commands. *Live Grounding*: Baseline security practice required to prevent credentials leakage.
@@ -489,6 +525,20 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
   - **(2024)** [Extensible Choice Parameter](https://plugins.jenkins.io/extensible-choice-parameter) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Extends Jenkins' basic choice parameter type by feeding build configuration fields dynamic data sources (such as Groovy scripts, text files, or global lists). Simplifies UI-driven parameterized builds significantly.
   - **(2023)** [Parameter Separator](https://plugins.jenkins.io/parameter-separator) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Enhances the visual layout of parameterized Jenkins jobs by adding custom line separators and CSS styled labels between fields. Helps organize massive build form structures for improved operator ergonomics.
+## CICD and DevOps
+
+### Enterprise Jenkins
+
+#### Openshift Integration (1)
+
+  - **(2018)** [opensource.com: Running Jenkins builds in Openshift containers](https://opensource.com/article/18/4/running-jenkins-builds-containers) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Guide detailing the setup and execution of transient Jenkins agents within OpenShift containers. Focuses on orchestrating dynamic pod allocations for build execution, maximizing cluster efficiency and isolating build contexts.
+## Cloud Computing
+
+### AWS
+
+#### Community Learning
+
+  - **(2023)** [community.aws/training: Training and Certification](https://builder.aws.com/learn)  [COMMUNITY-TOOL] β€” The centralized AWS Builder community training site featuring articles, community-sourced tutorials, and architectural guidelines written by AWS Heroes and user group leaders worldwide.
 ## Cloud Integration
 
 ### Artifact Storage
@@ -508,6 +558,20 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Cluster Provisioning
 
   - **(2024)** [**eksctl: EKS installer**](https://github.com/eksctl-io/eksctl) ⭐ 5203  [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official CLI orchestration tool for provisioning AWS EKS clusters. It compiles high-level YAML inputs into CloudFormation actions to automatically establish VPC, IAM, and worker nodes.
+### Application Delivery
+
+#### Package Management
+
+##### Introductory
+
+  - **(2021)** [harness.io: Introduction to Helm: Charts, Deployments, & More 🌟](https://www.harness.io/blog)  [COMMUNITY-TOOL] β€” High-impact breakdown of Helm core components including Chart.yaml, value overriding mechanics, and templating practices. Details how modern continuous delivery engines natively incorporate Helm to optimize release logic.
+### Continuous Integration
+
+#### CICD (1)
+
+##### Red Hat Openshift
+
+  - **(2021)** [developers.redhat.com: Deploy Helm charts with Jenkins CI/CD in Red Hat OpenShift 4 🌟](https://developers.redhat.com/articles/2021/05/24/deploy-helm-charts-jenkins-cicd-red-hat-openshift-4)  [COMMUNITY-TOOL] β€” Developer workflow demonstrating automated packaging and continuous delivery of Helm charts using Jenkins pipelines in OpenShift 4. Reviews the integration of enterprise security constraints and build processes.
 ## Community
 
 ### Resources
@@ -520,7 +584,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
   - **(2021)** [**github.com/jenkins-infra/jenkins.io/issues**](https://github.com/jenkins-infra/jenkins.io/issues) ⭐ 427  🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official issue tracker for the Jenkins project documentation and core infrastructure. *Curator Insight*: Issues tracking portal. *Live Grounding*: Vital reference resource for looking up plugin deprecations and configuration workarounds.
 ## Continuous Delivery
 
-### CICD (1)
+### CICD (2)
 
 #### Jenkins Ecosystem
 
@@ -535,7 +599,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Jenkins Vulnerabilities
 
   - **(2026)** [Hacking jenkins](https://github.com/orangetw/awesome-jenkins-rce-2019) [MARKDOWN CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A technical security write-up archiving exploit chains, threat indicators, and software mitigation structures for the historic 2019 Jenkins Remote Code Execution flaws. Essential archival case study for engineering modern supply chain mitigations.
-## Continuous Integration
+## Continuous Integration (1)
 
 ### Build Configuration
 
@@ -556,7 +620,12 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Log Analysis
 
   - **(2025)** [Text Finder 🌟](https://plugins.jenkins.io/text-finder) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Scans workspace files or console output logs for designated regular expressions, enabling automated job state alterations. It is used to systematically degrade a build status from success to unstable or failed upon encountering structural anomalies or error flags.
-### Pipelines
+### Jenkins (1)
+
+#### Automation Server
+
+  - **(2026)** [Jenkins](https://www.jenkins.io) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Jenkins remains the foundational open-source automation server supporting highly extensible CI/CD pipelines. Its exhaustive plugin ecosystem allows seamless orchestration of Ansible runs, Git operations, and target-system provisioning as part of delivery loops.
+### Pipelines (1)
 
 #### Utility Steps
 
@@ -599,6 +668,23 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
   - **(2025)** [==pipeline-graph-view-plugin 🌟==](https://github.com/jenkinsci/pipeline-graph-view-plugin) ⭐ 154  [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The underlying backend and visualization architecture for the Pipeline Graph View. Utilizing React components, it interfaces with Jenkins Core APIs to supply real-time execution graphs and state reporting without degrading the performance of the controller.
   - **(2026)** [pipeline-graph-view 🌟](https://plugins.jenkins.io/pipeline-graph-view) [JAVASCRIPT CONTENT]  [COMMUNITY-TOOL] β€” Delivers a modernized and responsive visual interface for tracking pipeline execution runs. Replaces old visualization interfaces by providing clean DAG trees, making parallel step runs, sequential phases, and step execution statuses readily apparent to developers.
+## Continuous Integration and Delivery
+
+### CICD (3)
+
+#### Hybrid Integration
+
+  - **(2021)** [**Easily reuse Tekton and Jenkins X from Jenkins**](https://www.jenkins.io/blog/2021/04/21/tekton-plugin) [GROOVY CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Details the technical cooperation between Jenkins, Jenkins X, and Tekton. It demonstrates how traditional Jenkins users can trigger Tekton's containerized cloud-native tasks, allowing teams to smoothly modernize their build architectures incrementally without completely rewriting their legacy Jenkinsfiles.
+## Deployment and Delivery
+
+### CICD (4)
+
+#### Jenkins (2)
+
+  - **(2023)** [Back of the Napkin Guide to Updating Jenkins](https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide)  [GUIDE] [LEGACY] β€” A pragmatic quick-reference outlining safe, robust upgrade strategies for legacy Jenkins master/agent nodes. Covers JVM runtime alignment, plugins dependency management, and core server updates with minimum outage windows.
+#### Kubernetes-native CI
+
+  - **(2021)** [jenkins-x.io](https://jayex.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Jenkins X is an automated, cloud-native CI/CD platform engineered specifically for Kubernetes environments. Driven by Tekton and Helm, it implements comprehensive GitOps-based environment promotion and dynamic preview deployment capabilities.
 ## DevOps
 
 ### Infrastructure As Code
@@ -615,6 +701,23 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 ##### Continuation Passing Style
 
   - **(2021)** [==Continuation Passing Style (CPS)==](https://github.com/cloudbees/groovy-cps) ⭐ 95  [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces the underlying Continuation Passing Style (CPS) engine used for executing asynchronous Groovy scripts in Jenkins pipelines. Live Grounding reveals that understanding CPS is critical for debugging serialization errors during master restarts. This technical library ensures execution state can survive controller crashes and resume safely.
+##### Jobdsl API Reference
+
+  - **(2022)** [Defines a Groovy CPS DSL definition: pipelineJob definition cps script](https://jenkinsci.github.io/job-dsl-plugin) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Curator Insight presents an aggregative documentation path detailing Groovy CPS execution layouts, pipeline migrations, and auxiliary utility plugins. Live Grounding asserts that despite modern cloud-native shifts, these JobDSL APIs and diagnostic tools (like the Plugin Installation Manager) form the backbone of highly reliable enterprise environments. It provides essential guidelines for maintaining complex pipelines.
+## Devsecops and Automation
+
+### CICD (5)
+
+#### Jenkins Basics
+
+  - **(2022)** [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.testmuai.com/blog/jenkins-pipeline-tutorial) [GROOVY CONTENT]  [COMMUNITY-TOOL] β€” Detailed entry-level guide to understanding Jenkins Declarative versus Scripted Pipeline syntax. Explains basic pipeline constructs including stages, agents, post-execution tasks, and environment variable manipulation.
+## Devsecops and Registry
+
+### Java Tools
+
+#### Gradle Reference
+
+  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” High-density command syntax cheatsheet for Gradle, highlighting Kotlin/Groovy DSL setups, caching options, task graphs management, and daemon management to significantly improve build execution times.
 ## Frameworks and Ecosystem
 
 ### Community Presentations
@@ -722,12 +825,12 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
   - **(2023)** [Least Load](https://plugins.jenkins.io/leastload) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Replaces the default Jenkins executor selection algorithm, routing build tasks to agents with the least active load instead of historical preference. Extremely useful in multi-tenant, heterogeneous physical or virtual VM agent environments.
 ## Infrastructure and DevOps
 
-### CICD (2)
+### CICD (6)
 
 #### Dockerized Jenkins
 
   - **(2021)** [ssbostan/jenkins-stack-docker](https://github.com/ssbostan/jenkins-stack-docker) ⭐ 150  [YAML CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A practical Docker-compose blueprint designed for local development, sandbox testing, and rapid prototyping of Jenkins environments. Simplifies validation of pipeline configurations, shared libraries, and local plugin dependencies inside local environments.
-#### Jenkins Basics
+#### Jenkins Basics (1)
 
   - **(2020)** [riptutorial.com: Learning Jenkins](https://riptutorial.com/ebook/jenkins)  [COMMUNITY-TOOL] β€” A structured community reference cookbook illustrating standard Jenkins installation, basic plugin configuration, and core administration. Provides detailed blueprints for building basic automation pipelines, managing credentials, and designing execution parameters.
 #### Jenkins Tutorials
@@ -807,6 +910,13 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
   - **(2021)** [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library) [GROOVY CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The real-world production Global Shared Pipeline Library utilized by the official Jenkins infrastructure project (ci.jenkins.io). Serves as an excellent architectural blueprint of highly robust, scalable, and modular pipeline development.
   - **(2021)** [Declarative Pipeline - Jenkins shared library 🌟](https://github.com/gfkse/jenkins-shared-library) ⭐ 22  [GROOVY CONTENT] 🌟 [COMMUNITY-TOOL] β€” An open-source reference implementation of a Jenkins Declarative Shared Library. Contains practical, modular code examples for static security analysis, test result formatting, container compilation, and real-time Slack notification integrations.
+## Kubernetes and Cloud Native
+
+### CICD (7)
+
+#### Dockerization
+
+  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 1](https://devm.io/microservices/cicd-microservices-docker-162408) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Details optimal Docker containerization patterns for Spring Boot microservices, addressing multi-stage image builds, layer caching, and minimizing runtime footprint sizes. It shows how to design pipeline steps to generate secure, unprivileged OCI-compliant container images.
 ## Microservices
 
 ### Application Development
@@ -825,6 +935,11 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 
   - **(2024)** [Build Monitor Plugin](https://plugins.jenkins.io/build-monitor-plugin) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Provides a highly visual, wallboard-friendly view of Jenkins jobs status. Designed for operation centers to monitor continuous deployment and integration stages.
   - **(2024)** [Monitor Pro Plugin](https://plugins.jenkins.io/monitor-pro) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Exposes extended monitoring profiles for Jenkins infrastructure. Enhances native monitoring dashboards with modular status summaries and pipeline success rates.
+### Distributed Storage
+
+#### Influxdb
+
+  - **(2022)** [influxdb-templates](https://www.influxdata.com) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Pre-packaged configurations and manifests containing Telegraf setups, dashboards, and alert rules. Simplifies rapid deployment of specialized monitoring tasks (e.g., Redis, Nginx) within InfluxDB.
 ### Infrastructure Monitoring
 
 #### Commercial Plugins
@@ -873,6 +988,23 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Java Upgrades
 
   - **(2021)** [jenkins.io: Docker images use Java 11 by default 🌟](https://www.jenkins.io/blog/2021/08/17/docker-images-use-jdk-11-by-default)  [COMMUNITY-TOOL] β€” This technical update notes the migration of official Jenkins base container images to Java 11 by default. *Curator Insight*: Java 11 upgrades. *Live Grounding*: Standard operational shift that paved the way for JDK 17, delivering substantial performance and GC stability updates.
+## Platform Architecture
+
+### CICD (8)
+
+#### Jenkins Pipelines
+
+  - **(2026)** [Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative Syntax 🌟](https://www.jenkins.io/doc/book/pipeline/syntax) [GROOVY CONTENT] [DOCUMENTATION]  [DE FACTO STANDARD] [GUIDE] β€” The official Jenkins specification document clarifying Scripted (Groovy DSL) and Declarative pipeline syntaxes. Essential reference material for engineers looking to configure reliable, version-controlled execution steps within enterprise environments.
+  - **(2018)** [Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟](https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin) [GROOVY CONTENT]  [GUIDE] [LEGACY] β€” Provides a comprehensive overview of building declarative CI/CD routines utilizing the OpenShift DSL Plugin. Enables developers to construct clean pipeline workflows with native OpenShift resource operations directly inside Jenkins files.
+## Platform Engineering
+
+### CICD (9)
+
+#### Argo Workflows
+
+##### Jenkins (3)
+
+  - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Shares practical lessons from migrating a legacy Jenkins CI pipeline stack over to container-native Argo Workflows. Compares the performance, cost efficiency, resource overhead, and maintainability of step-based DAG flows.
 ## Security (3)
 
 ### Application Security
@@ -913,6 +1045,22 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
 #### Rapid7 Security
 
   - **(2024)** [InsightVM Container Image Scanner](https://plugins.jenkins.io/rapid7-insightvm-container-assessment) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Triggers Rapid7 InsightVM container scans on intermediate image stages to evaluate vulnerabilities and configurations, enforcing standard container security controls directly in the pipeline.
+## Site Reliability Engineering
+
+### Observability (4)
+
+#### Data Management
+
+##### Cost Optimization
+
+  - **(2023)** [instana.com: The Hidden Cost of Observability: Data Volume](https://www.ibm.com/think) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Investigates the financial and performance ramifications of high-cardinality data ingestion in modern APM systems. Discusses smart sampling, log aggregation, and metric filtering strategies. Curator Insight: Crucial warning on the price of raw ingestion. Live Grounding: Highly relevant for architects designing telemetry pipelines where unchecked trace collection can exceed production infrastructure budgets.
+## Software Development
+
+### Java Ecosystem
+
+#### Licensing
+
+  - **(2018)** [Oracle's Java 11 trap - Use OpenJDK instead! 🌟](https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A highly discussed warning article regarding the commercial risks associated with using Oracle JDK 11 without a paid subscription. The piece strongly urges teams to migrate standard JVM deployments to community OpenJDK distributions to maintain licensing compliance.
 ## Software Engineering
 
 ### Groovy Programming
@@ -942,7 +1090,7 @@ description: "Top Jenkins resources for 2026, AI-ranked: git-plugin, Warnings Ne
     
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md)
+πŸ’‘ **Explore Related:** [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) | [Argo](./argo.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/jvm-parameters-matrix-table.md b/v2-docs/jvm-parameters-matrix-table.md
index deefe062..2792ae0f 100644
--- a/v2-docs/jvm-parameters-matrix-table.md
+++ b/v2-docs/jvm-parameters-matrix-table.md
@@ -16,7 +16,7 @@ description: "Curated, AI-ranked JVM Parameters Matrix Table resources for the 2
   - [Dzone: 7 JVM Arguments of Highly Effective Applications 🌟🌟🌟](https://dzone.com/articles/7-jvm-arguments-of-highly-effective-applications-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: 7 JVM Arguments of Highly Effective Applications 🌟🌟🌟 in the Kubernetes Tools ecosystem.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/keptn.md b/v2-docs/keptn.md
index 04672672..5a85c0ad 100644
--- a/v2-docs/keptn.md
+++ b/v2-docs/keptn.md
@@ -52,7 +52,7 @@ description: "Top Keptn resources for 2026, AI-ranked: Keptn, Quick Start and mo
   - **(2021)** [dynatrace-perfclinics.github.io: Why Devs Love Dynatrace 🌟](https://dynatrace-perfclinics.github.io/codelabs/why-devs-love-dynatrace-2/index.html)  [COMMUNITY-TOOL] [GUIDE] β€” Technical codelab demonstrating how developers leverage Dynatrace APM to identify code-level bottlenecks, analyze database performance, and utilize auto-remediation loops within automated delivery pipelines.
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubectl-commands.md b/v2-docs/kubectl-commands.md
index 1cd28ff9..5695243f 100644
--- a/v2-docs/kubectl-commands.md
+++ b/v2-docs/kubectl-commands.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias, Helm and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias, kubectl explain and more β€” curated Cloud Native tools, guides and references."
 ---
 # Kubectl commands
 
@@ -24,48 +24,23 @@ description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias
 #### Ansible Modules
 
   - **(2024)** [Manage Kubernetes (K8s) objects](https://docs.ansible.com/collections.html) [PYTHON CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official documentation detailing Ansible's specialized `kubernetes.core.k8s` module capabilities. It focuses on declaratively orchestrating Kubernetes objects directly from Ansible playbooks, allowing organizations to cleanly bridge traditional VM configuration setups with modern containerized platform configurations.
-## CICD
-
-### Automation (1)
-
-#### Deployment Tools
-
-  - **(2023)** [==Kubernetes Continuous Deploy==](https://plugins.jenkins.io/kubernetes-cd) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Jenkins plugin designed to coordinate container deployment pipelines, allowing seamless application delivery onto Kubernetes clusters. It handles cluster authentication, manifest interpolation, and rollout verification, although modern enterprise GitOps architectures have largely transitioned target deployments to ArgoCD or Flux.
-#### Jenkins Integration
-
-  - **(2024)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A foundational plugin that integrates Jenkins with Kubernetes clusters to dynamically provision Jenkins agent pods on-demand. By leveraging Kubernetes namespaces and resources, it ensures isolated build environments, scaling agent capacity up during intensive test stages and scaling down to save compute budget.
 ## Cloud Native
 
 ### Kubernetes (1)
 
-#### CICD (1)
+#### CICD
 
   - **(2026)** [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An analysis of the BuildKit CLI integration for 'kubectl'. It empowers developers to build container images directly within active Kubernetes execution scopes, leveraging distributed cache backends and eliminating local docker daemon dependencies.
 #### CLI and Debugging
 
   - **(2026)** [==ahmetb/kubectl-aliases==](https://github.com/ahmetb/kubectl-aliases) ⭐ 3691  [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An automated system that generates systematic shell aliases for 'kubectl', significantly enhancing engineering productivity. It minimizes operational friction by programmatic expansion of over 800 permutations of flags and subcommands, allowing administrators to interface with Kubernetes clusters using succinct shorthand sequences.
   - **(2026)** [==github.com/trstringer/kubectl-example==](https://github.com/trstringer/kubectl-example) ⭐ 13  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A reference repository providing curated template patterns and concrete command-line configurations for common 'kubectl' usage patterns. Designed to shorten the ramp-up time for operators, it acts as a declarative cheat-sheet for state transitions and diagnostic queries.
-  - **(2026)** [==Flag export deprecated in kubernetes 1.14==](https://github.com/kubernetes/kubernetes/pull/73787) ⭐ 123002  [GO CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The upstream Kubernetes pull request deprecating the '--export' flag in 'kubectl get'. Live grounding confirms that as of Kubernetes 1.18+, this flag was completely removed in favor of alternative serialization pipelines, requiring automation scripts to migrate away from this legacy pattern.
   - **(2026)** [kubectl explain](https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain) [N/A CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official reference documentation for 'kubectl explain', a critical utility for schema exploration within the Kubernetes API. Architecturally, it queries the cluster OpenAPI specification directly to output detailed structural layouts of specific resources, assisting developers in constructing valid declarative YAML manifests.
   - **(2026)** [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [SHELL CONTENT]  [COMMUNITY-TOOL] β€” A deep dive into setting up shell autocomplete for 'kubectl' across Bash, Zsh, and fish environments. From an operational efficiency perspective, autocompletion queries API resources dynamically, minimizing context switching and reducing manual spelling errors during incident response.
   - **(2026)** [hackernoon.com: How to Work With the Kubectl Debug Command](https://hackernoon.com/how-to-work-with-the-kubectl-debug-command) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An in-depth technical manual outlining the usage of 'kubectl debug'. It details how to troubleshoot crash-looping workloads by attaching ephemeral diagnostic containers into target Pod namespaces, effectively bypassing missing-shell constraints of distroless or minimal base images.
 #### Security
 
   - **(2026)** [goteleport.com: kubectl exec vs SSH](https://goteleport.com/blog/ssh-vs-kubectl) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An architectural comparison contrasting standard SSH access with the API-driven 'kubectl exec' command. From a security boundary posture, it highlights why 'kubectl exec' is preferred inside modern clusters as it eliminates secondary authentication pipelines and relies purely on Kubernetes RBAC structures.
-## Container Orchestration
-
-### Kubernetes (2)
-
-#### Ansible Integration
-
-  - **(2025)** [ansibleforkubernetes.com 🌟](https://www.ansibleforkubernetes.com) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Reference site for Jeff Geerling's "Ansible for Kubernetes" book. It showcases advanced architectural patterns using Ansible to orchestrate cloud-native Kubernetes systems, write custom operators, and manage application lifecycles inside pods.
-## Deployment and Orchestration
-
-### Cluster Provisioning
-
-#### Remote Access
-
-  - **(2020)** [blog.alexellis.io: Get kubectl access to your private cluster from anywhere](https://blog.alexellis.io/get-private-kubectl-access-anywhere) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores techniques for securely accessing the Kubernetes API control plane of isolated or private networks without exposing standard firewall ports. Explains how reverse-proxy tunnels provide secure endpoints. Live Grounding validates that tunnel mechanisms like inlets, Tailscale, or Cloudflare Tunnels have become common choices for secure edge environments.
 ## Developer Experience
 
 ### Shell
@@ -73,7 +48,7 @@ description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias
 #### Productivity
 
   - **(2026)** [==complete-alias==](https://github.com/cykerway/complete-alias) ⭐ 814  [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A shell integration tool designed to resolve completion mechanisms for aliased commands. For platform engineers running complex aliased 'kubectl' pipelines, this tool bridges the gap by enabling native parameter autocomplete for custom aliases, preserving system-level speed.
-## Kubernetes (3)
+## Kubernetes (2)
 
 ### Developer Experience (1)
 
@@ -85,9 +60,6 @@ description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias
 #### Kubectl Plugins
 
   - **(2025)** [Kubectl plugins and tools](https://nubenetes.com/kubernetes/#kubectl-plugins) [GO CONTENT]  [COMMUNITY-TOOL] β€” This reference compilation highlights external tools and kubectl extensions managed via Krew. It details how third-party plugins (like `neat`, `kns`, or security-focused extensions) expand basic kubectl operational debugging and cluster-inspection capabilities.
-#### Productivity (1)
-
-  - **(2021)** [Kubernetes productivity tips and tricks 🌟](https://www.theodo.com/en-fr/blog)  [COMMUNITY-TOOL] β€” A practitioner's guide to enhancing CLI-based Kubernetes productivity. It explores advanced setups such as custom shell autocompletion, kubectx/kubens utilities, smart aliases, and log-tailing helpers designed to reduce cognitive overhead during real-time incident responses.
 ## Kubernetes Platform
 
 ### Cluster Administration
@@ -115,13 +87,6 @@ description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias
 #### Config Management
 
   - **(2023)** [**learnitguide.net: How to Create ConfigMap from Properties File Using K8s' Client**](https://www.learnitguide.net/2023/04/how-to-create-configmap-from-properties.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Demonstrates methods to compile Kubernetes ConfigMaps from structured properties files. Bridges common application configurations with native cloud manifest patterns.
-## Observability
-
-### Debugging
-
-#### CLI Operations
-
-  - **(2023)** [A Complete Guide to Kubectl exec](https://refine.dev/blog/kubectl-exec-command)  [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive guide explaining the inner workings of the 'kubectl exec' command. Breaks down how connection handshakes occur between the API server, Kubelet, and container runtimes (CRI).
 ## Operations and UX
 
 ### CLI Plugins
@@ -129,30 +94,9 @@ description: "Top Kubectl Commands resources for 2026, AI-ranked: complete-alias
 #### Output Formatting
 
   - **(2026)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) ⭐ 1446  [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Kubecolor is a highly adopted command-line wrapper for kubectl that colorizes terminal outputs. It improves cluster observability by visually distinguishing resource types, labels, statuses, and namespaces during interactive CLI operations.
-## Orchestration
-
-### Kubernetes (4)
-
-#### CLI Management
-
-  - **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The canonical reference documentation for the kubectl command-line utility. Provides up-to-date syntax patterns for resource creation, patch edits, formatting outputs, and real-time container log analysis across active nodes.
-## Orchestration and Packaging
-
-### Helm and Gitops
-
-#### Helm Overview
-
-  - **(2026)** [==Helm==](https://nubenetes.com/helm/) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Deep-dive architecture portal on Helm, the package manager for Kubernetes. Focuses on structuring dry templates, lifecycle hooks, chart dependencies, release versioning, and secure variables management inside GitOps pipelines.
-## Storage and Data
-
-### Performance Benchmarking
-
-#### Etcd Storage Tuning
-
-  - **(2021)** [ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd](https://www.ibm.com/think/cloud) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Practical benchmarking guide using the `fio` utility to measure disk write latency, specifically validating physical storage readiness for critical Kubernetes Etcd backends. Outlines how high write latency triggers cluster-wide instability and master-node leader election failures. Crucial reading for systems administrators configuring bare-metal or hypervisor storage fabrics.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-alternatives.md b/v2-docs/kubernetes-alternatives.md
index 2302a9bd..ec2b134b 100644
--- a/v2-docs/kubernetes-alternatives.md
+++ b/v2-docs/kubernetes-alternatives.md
@@ -9,6 +9,13 @@ description: "Top Kubernetes Alternatives resources for 2026, AI-ranked: dreamla
 !!! info "Architectural Context"
     Detailed reference for Kubernetes Alternatives in the context of The Container Stack.
 
+## Cloud Native Infrastructure
+
+### Kubernetes Orchestration
+
+#### Technology Assessment
+
+  - **(2020)** [**thenewstack.io: Do I Really Need Kubernetes? 🌟**](https://thenewstack.io/do-i-really-need-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Offers a pragmatic architectural counter-argument to automatic Kubernetes adoption. Evaluates alternatives such as managed serverless containers (ECS, Cloud Run) and PaaS solutions, analyzing whether the infrastructure scale justifies K8s operational complexity and platform engineering overhead.
 ## Deployment
 
 ### Paas
@@ -26,6 +33,13 @@ description: "Top Kubernetes Alternatives resources for 2026, AI-ranked: dreamla
 #### Tau Edge
 
   - **(2025)** [==github.com/taubyte/tau: Tau==](https://github.com/taubyte/tau) ⭐ 5051  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Tau is an innovative, high-performance decentralized computing platform running WebAssembly (Wasm) workloads on the edge. It integrates autonomous routing, multi-tenant serverless orchestration, and distributed transactional db sync natively without standard cloud overhead.
+## Infrastructure
+
+### Containerization
+
+#### Container Management
+
+  - **(2026)** [Portainer 🌟](https://www.portainer.io) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Portainer is a leading container management platform designed to simplify Docker, Kubernetes, and Azure ACI environments through an intuitive web interface. It allows platform administrators to easily deploy stacks, monitor real-time resources, manage networks/volumes, and control user access (RBAC). In 2026, it serves as a robust bridging portal between command-line container engines and full-scale orchestration management.
 ## Infrastructure As Code
 
 ### Ansible
@@ -132,7 +146,7 @@ description: "Top Kubernetes Alternatives resources for 2026, AI-ranked: dreamla
   - **(2026)** [Taubyte](https://taubyte.com) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An innovative WebAssembly-native edge cloud designed to eliminate typical virtualization layers. Offers decentralized and autonomous execution of lightweight, globally scaling serverless routines.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-autoscaling.md b/v2-docs/kubernetes-autoscaling.md
index 996b34ba..873bee42 100644
--- a/v2-docs/kubernetes-autoscaling.md
+++ b/v2-docs/kubernetes-autoscaling.md
@@ -17,6 +17,13 @@ description: "Curated, AI-ranked Kubernetes Autoscaling resources for the 2026 C
 
   - [dzone: Scale to Zero With Kubernetes with KEDA and/or Knative](https://dzone.com/articles/scale-to-zero-with-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Scale to Zero With Kubernetes with KEDA and/or Knative in the Kubernetes Tools ecosystem.
   - [Dzone: Autoscaling Your Kubernetes Microservice with KEDA](https://dzone.com/articles/autoscaling-your-kubernetes-microservice-with-keda)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Autoscaling Your Kubernetes Microservice with KEDA in the Kubernetes Tools ecosystem.
+## Architecture
+
+### Design Patterns
+
+#### Sidecar Pattern
+
+  - **(2023)** [thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape](https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores how native sidecar containers (introduced in K8s 1.28) redefine load-testing execution. By decoupling helper utilities from core application workloads, sidecars simplify performance benchmarking and operational telemetry.
 ## Finops and Cloud Cost
 
 ### Kubernetes Finops
@@ -143,14 +150,16 @@ description: "Curated, AI-ranked Kubernetes Autoscaling resources for the 2026 C
 #### Vertical Scaling
 
   - **(2020)** [returngis.net: Escalado vertical de tus pods en Kubernetes con VerticalPodAutoscaler](https://www.returngis.net/2020/07/escalado-vertical-de-tus-pods-en-kubernetes) [SPANISH CONTENT]  [COMMUNITY-TOOL] β€” A Spanish-language guide implementing the Vertical Pod Autoscaler. Clearly describes how VPA monitors real-world resource consumption and mutates deployment manifests to align requests with live execution metrics.
-### Resource Management
+## Operations
 
-#### Reference Materials
+### Managed Services
 
-  - **(2023)** [thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet 🌟](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A concise, actionable reference sheet summarizing core resources limits, request definitions, and autoscaler configuration arguments. A stellar quick-guide for DevOps engineers designing production-ready workload templates.
+#### Performance Benchmarking
+
+  - **(2023)** [symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes providers](https://symbiosis.host)  [CASE STUDY] [COMMUNITY-TOOL] β€” A comparative performance study evaluating cluster provisioning latency across eight prominent cloud providers (such as AWS EKS, GCP GKE, Azure AKS, DigitalOcean, and Symbiosis). Tracks control plane bootstrap speed, node joining times, and API availability to guide DevOps teams in emergency scale-out or dynamic environment workflows.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-backup-migrations.md b/v2-docs/kubernetes-backup-migrations.md
index 4438aed8..7318b8f7 100644
--- a/v2-docs/kubernetes-backup-migrations.md
+++ b/v2-docs/kubernetes-backup-migrations.md
@@ -16,20 +16,6 @@ description: "Top Kubernetes Backup Migrations resources for 2026, AI-ranked: Ka
 #### Enterprise Migration
 
   - **(2020)** [**konveyor 🌟**](https://konveyor.io) [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” An open-source application modernization platform that helps developers migrate legacy virtual machines, stateful services, and bare-metal workloads to Kubernetes. It provides discovery, analysis, and execution tools for large-scale container migrations.
-## Cloud Architecture
-
-### Infrastructure Automation
-
-#### Hybrid Cloud Strategy
-
-  - **(2021)** [cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration 🌟](https://docs.cloudify.co) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An architectural manual focused on multi-cloud orchestration and automation frameworks. Discusses leveraging open-source TOSCA-based standards to orchestrate compute resources, handle multi-site network topologies, and coordinate complex deployments across multiple hypervisors.
-## Databases
-
-### SQL Server
-
-#### Backup Administration
-
-  - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) [POWERSHELL CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates native PowerShell script templates to automate Microsoft SQL Server backups. Offers a valuable guide for planning traditional database state transitions into hybrid Kubernetes clusters.
 ## Hybrid Cloud and Enterprise
 
 ### Openshift
@@ -39,11 +25,6 @@ description: "Top Kubernetes Backup Migrations resources for 2026, AI-ranked: Ka
   - **(2024)** [**redhat.com: OpenShift Backup and Recovery with Kasten K10**](https://www.redhat.com/es/blog) [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A technical guide on integrating Veeam's Kasten K10 platform with Red Hat OpenShift. Demonstrates policy-based automation for backup, disaster recovery, and mobility across multi-tenant clusters while ensuring encrypted volume snapshots.
 ## Infrastructure
 
-### Cluster Management
-
-#### RKE2
-
-  - **(2024)** [RKE2 Standalone Disaster Recovery Guide](https://support.tools/post/rke2-standalone-disaster-recovery) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Critical disaster recovery operational manual targeting RKE2 standalone clusters. Focuses on backup restoration, etcd snapshot recovery, and certificate rotation when cluster management planes fail.
 ### Control Plane
 
 #### ETCD Administration
@@ -93,9 +74,6 @@ description: "Top Kubernetes Backup Migrations resources for 2026, AI-ranked: Ka
   - **(2021)** [thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on Kubernetes](https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Examines structural paradigm shifts from VM-level backups to container-native, application-aware snapshots inside Kubernetes. Outlines how to decouple configuration matrices from underlying persistent storage objects for scalable restoration.
 ### Enterprise Backup
 
-#### Cloud-native Integration
-
-  - **(2021)** [**cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads**](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An announcement introducing Backup for GKE, a fully-managed Google Cloud service for GKE environments. Operates via the GCP API control plane to restore configurations and storage elements natively.
 #### Openshift Integration
 
   - **(2020)** [aithority.com: Bacula Systems Announces World’s First Enterprise-Class Backup and Recovery Solution for Red Hat OpenShift](https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Highlights the integration of Bacula's backup engines within Red Hat OpenShift clusters. Offers direct bare-metal and hybrid-cloud state serialization and disaster recovery procedures compatible with traditional SANs.
@@ -137,7 +115,7 @@ description: "Top Kubernetes Backup Migrations resources for 2026, AI-ranked: Ka
   - **(2022)** [martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing API](https://martinheinz.dev/blog/85) [ADVANCED LEVEL]  [EMERGING] β€” The Kubernetes Checkpointing API introduces the revolutionary ability to freeze and snapshot a running container's state to disk for backup or migration purposes. This technical analysis demonstrates how to leverage this API to capture memory-level states, enabling ultra-fast recovery and deep forensics of active workloads. However, as of 2026, this feature remains highly experimental and runtime-dependent.
 
 ---
-πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md) | [Docker](./docker.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-based-devel.md b/v2-docs/kubernetes-based-devel.md
index dd678e9d..431d0c54 100644
--- a/v2-docs/kubernetes-based-devel.md
+++ b/v2-docs/kubernetes-based-devel.md
@@ -13,9 +13,6 @@ description: "Top Kubernetes Based Devel resources for 2026, AI-ranked: Minikube
 
 ### Mocking and Virtualization
 
-#### Microcks
-
-  - **(2026)** [**microcks.io**](https://microcks.io) [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Microcks is a cloud-native platform for mocking and virtualization of APIs (REST, gRPC, GraphQL, AsyncAPI). It speeds up microservices testing by generating mock endpoints and testing compliance directly against enterprise schemas.
 #### Microcks Integration
 
   - **(2022)** [microcks.io: Podman Compose support in Microcks](https://microcks.io/blog/podman-compose-support)  [COMMUNITY-TOOL] β€” Explains how to design local mock environments using Microcks combined with Podman Compose. This is ideal for developers running daemonless environments who require automated contract API validation.
@@ -165,9 +162,6 @@ description: "Top Kubernetes Based Devel resources for 2026, AI-ranked: Minikube
 
 ### Application Delivery
 
-#### Catalog UI
-
-  - **(2025)** [==kubeapps.dev 🌟==](https://kubeapps.dev) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A web-based control plane for deploying and managing packaged cloud-native applications on Kubernetes. Provides visual tooling to interact with Helm charts, Operators, and Carvel packages with integrated RBAC and multi-cluster deployment scopes.
 #### Dynamic Forms
 
   - **(2025)** [**github.com/cyclops-ui/cyclops**](https://github.com/cyclops-ui/cyclops) ⭐ 3323  [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source developer-focused UI that dynamically generates highly intuitive forms from Kubernetes configurations and Helm schemas. Reduces cognitive overhead for non-operations teams, allowing secure and error-free deployments.
@@ -235,7 +229,7 @@ description: "Top Kubernetes Based Devel resources for 2026, AI-ranked: Minikube
   - **(2022)** [**blog.aquasec.com: RATs (remote access tools) in the Cloud: Kubernetes UI Tools Turn into a Weapon**](https://blog.aquasec.com/kubernetes-ui-tools-security-threat) [N/A CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A cybersecurity threat analysis exposing how unsecured and misconfigured Kubernetes administration dashboards can be targeted by attackers as remote access tools (RATs). Outlines strict network isolation, zero-trust patterns, and RBAC strategies.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-bigdata.md b/v2-docs/kubernetes-bigdata.md
index 0981a9e6..faa91528 100644
--- a/v2-docs/kubernetes-bigdata.md
+++ b/v2-docs/kubernetes-bigdata.md
@@ -33,11 +33,6 @@ description: "Curated, AI-ranked Kubernetes Bigdata resources for the 2026 Cloud
 #### Streaming and Scheduling
 
   - **(2023)** [**docs.databricks.com: Use scheduler pools for multiple streaming workloads**](https://docs.databricks.com/aws/en/structured-streaming/production) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Deep dives into configuring Spark scheduler pools to enforce Fair Scheduling (FAIR) when running multiple concurrent Structured Streaming queries in a shared production workspace. Prevents heavy resource queries from starving lightweight streaming jobs. Live Grounding verifies that proper allocation of pool weights remains a mandatory configuration practice for robust multi-tenant streaming pipelines.
-### Batch Scheduling
-
-#### Kueue
-
-  - **(2024)** [**Red Hat Build of Kueue**](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Focuses on Red Hat's enterprise integration of Kueue, a Kubernetes-native job queueing system designed to manage resource quotas, tenant isolation, and fair-share scheduling for high-performance AI/ML and batch workloads. Live Grounding confirms Kueue is crucial in 2026 for orchestrating GPU and CPU cluster resource allocation dynamically across large-scale enterprise clusters.
 ### Cloud Platforms
 
 #### Databricks
@@ -55,7 +50,7 @@ description: "Curated, AI-ranked Kubernetes Bigdata resources for the 2026 Cloud
   - **(2021)** [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Details industry survey results illustrating the widespread migration of Big Data and stateful analytics workloads onto Kubernetes. Shows the transition from static, dedicated bare-metal clusters to dynamic, container-orchestrated platforms. Live Grounding confirms this historical trajectory has culminated in 2026, where cloud-native orchestration is the unquestioned standard for running Spark, Flink, and ML training pipelines.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-client-libraries.md b/v2-docs/kubernetes-client-libraries.md
index 5e344b8a..90709644 100644
--- a/v2-docs/kubernetes-client-libraries.md
+++ b/v2-docs/kubernetes-client-libraries.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: cdk8s, GitHub: Eclipse JKube and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: cdk8s, JKube and more β€” curated Cloud Native tools, guides and references."
 ---
 # Client Libraries for Kubernetes
 
@@ -63,6 +63,9 @@ description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: cdk
 
 #### Eclipse Jkube
 
+##### Developer Workflow
+
+  - **(2020)** [developers.redhat.com: Java development on top of Kubernetes using Eclipse JKube](https://developers.redhat.com/blog/2020/08/24/java-development-on-top-of-kubernetes-using-eclipse-jkube) 🌟🌟🌟 [COMMUNITY-TOOL] β€” This article demonstrates outer-loop developer workflows utilizing Eclipse JKube to deploy Java applications straight to running Kubernetes clusters. Live Grounding illustrates how JKube's design empowers local development cycles by bypassing manual YAML writing, instead building and pushing directly via standard IDE integrations and build loops.
 ##### Migration
 
   - **(2020)** [**eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to Eclipse JKube 🌟**](https://eclipse.dev/jkube/docs/migration-guide) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” The official Eclipse foundation migration documentation for moving from Fabric8 to JKube. Live Grounding confirms this is the authoritative reference for modifying existing POM.xml profiles, aligning configuration namespaces, and preserving legacy custom templates under the new JKube APIs.
@@ -90,6 +93,13 @@ description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: cdk
 #### Cdk8s
 
   - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) ⭐ 4823  [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The GitHub repository containing the core source code for CDK8s. It allows developers to model Kubernetes resources as structured code in TypeScript, Python, Java, or Go. It features full support for custom-generated CRDs, letting platform teams build clean, reusable configuration libraries.
+## Developer Experience
+
+### Inner Loop
+
+#### Maven Integration
+
+  - **(2025)** [**JKube**](https://eclipse.dev/jkube) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Eclipse JKube is a collection of plugins and libraries used for building container images and generating Kubernetes manifests out of Java projects. Successor to the popular Fabric8 Maven Plugin, it integrates natively into Maven and Gradle builds. In 2026, it remains a robust enterprise choice for teams seeking to automate image builds and deployments directly from their existing JVM build pipelines.
 ## Kubernetes Development
 
 ### Code Generation
@@ -118,7 +128,7 @@ description: "Top Kubernetes Client Libraries resources for 2026, AI-ranked: cdk
   - **(2021)** [blog.marcnuri.com](https://blog.marcnuri.com) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A deep-dive analysis of Eclipse JKube 1.4.0 improvements, focusing on streamlined Helm chart compilation, upgraded core API clients, and enhanced native build properties for container engines.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-monitoring.md b/v2-docs/kubernetes-monitoring.md
index fa16e3c4..8e86ae3e 100644
--- a/v2-docs/kubernetes-monitoring.md
+++ b/v2-docs/kubernetes-monitoring.md
@@ -38,6 +38,9 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
 
 ### Kubernetes
 
+#### Helm Deployments
+
+  - **(2026)** [prometheus-community/kube-prometheus-stack 🌟🌟](https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The standard Helm chart package representing the Kubernetes Prometheus Operator stack. Streamlines deployment of custom resources like ServiceMonitors and PrometheusRules.
 #### Telemetry Bundles
 
   - **(2026)** [==kube-prometheus==](https://github.com/prometheus-operator/kube-prometheus) ⭐ 7673  [JSONNET CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The reference monitoring deployment for Kubernetes. Orchestrates the Prometheus Operator, Grafana, Alertmanager, and a collection of native exporters designed to monitor master control plane components.
@@ -56,6 +59,15 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
 #### Core Components
 
   - **(2021)** [sysdig.com: How to monitor Kubernetes control plane](https://www.sysdig.com/blog/monitor-kubernetes-control-plane) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A highly technical guide detailing how to expose, scrap, and interpret diagnostic metrics from core Kubernetes control plane components, including etcd, kube-apiserver, kube-controller-manager, and kube-scheduler. Provides target Grafana layouts and alerting thresholds critical for cluster-wide health.
+## Container Orchestration
+
+### Kubernetes (1)
+
+#### Observability
+
+##### Best Practices
+
+  - **(2023)** [sysdig.com: Seven Kubernetes monitoring best practices every monitoring solution should enable](https://www.sysdig.com/blog/kubernetes-monitoring-best-practices)  [COMMUNITY-TOOL] β€” Outlines seven core principles for establishing a reliable Kubernetes monitoring framework, highlighting metric aggregation, container life-cycle awareness, and Prometheus auto-discovery. Curator Insight: Essential practices for K8s monitoring. Live Grounding: Practical guidelines for scaling Prometheus and agent-based scrapers without experiencing massive ingestion bottlenecks.
 ## Dynamic Component Monitoring
 
 ### Cloud-native Observability
@@ -81,13 +93,13 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
 #### Object State Monitoring
 
   - **(2024)** [**kube-state-metrics 🌟**](https://github.com/kubernetes/kube-state-metrics) ⭐ 6137  [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A vital system service that translates raw Kubernetes API server state data (e.g., deployments, pod counts, resource limits, cronjobs) into high-fidelity Prometheus metrics. Unlike cAdvisor, which captures resource usage, kube-state-metrics models cluster resource orchestration configurations.
-## Infrastructure
+## Infrastructure As Code
 
-### Hardware
+### Helm
 
-#### GPU Virtualization
+#### Prometheus Deployment
 
-  - **(2022)** [Sharing a NVIDIA GPU Between Pods in Kubernetes](https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” In-depth technical exploration of fractional GPU sharing techniques, including NVIDIA Multi-Instance GPU (MIG) and MPS, within Kubernetes clusters. Resolves major resource allocation bottlenecks to drive cost-effective machine learning workflows.
+  - **(2023)** [Setup Prometheus Using Helm Chart on Kubernetes](https://devopscube.com/setup-prometheus-helm-chart) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Technical guide on installing a production-ready Prometheus instance into Kubernetes using Helm. Explains configuring persistent storage claims, setting retention policies, and overriding default ingress objects.
 ## Log Management and Diagnostics
 
 ### Audit Logging
@@ -153,7 +165,7 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
 #### Signoz and Opentelemetry
 
   - **(2023)** [signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete Tutorial 🌟](https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring) [NONE CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive implementation guide showcasing SigNoz as a full-featured, open-source alternative to Datadog. It demonstrates configuring OpenTelemetry collectors to ingest cluster metrics, application traces, and platform logs into an integrated ClickHouse backend.
-## Observability
+## Observability (1)
 
 ### Chatops
 
@@ -194,6 +206,11 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
 #### Ebpf Platform
 
   - **(2026)** [github.com/microsoft/retina](https://github.com/microsoft/retina) ⭐ 3144  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [ENTERPRISE-STABLE] β€” Microsoft's eBPF-powered cloud-native network observability platform. Delivers deep distributed packet captures, connection tracking, and granular network telemetry for debugging multi-cluster Kubernetes deployments.
+### Standards
+
+#### Interoperability
+
+  - **(2022)** [Prometheus and OpenTelemetry Compatibility Issues](https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Critically analyzes the historical divergence and friction between Prometheus metrics conventions and OpenTelemetry metrics data models. Explores alignment efforts, such as native OTLP support in Prometheus, to achieve semantic parity across enterprise cloud-native telemetry pipelines.
 ## Observability and Monitoring
 
 ### Grafana
@@ -240,7 +257,7 @@ description: "Top Kubernetes Monitoring resources for 2026, AI-ranked: kube-prom
   - **(2022)** [betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 🌟](https://betterstack.com/community/comparisons/kubernetes-monitoring-tools) [NONE CONTENT]  [COMMUNITY-TOOL] β€” A comparative market review of ten leading commercial and open-source Kubernetes monitoring suites. Evaluates architecture models, scaling properties, out-of-the-box features, and implementation overheads across modern toolchains like Prometheus, Datadog, Dynatrace, and Better Stack.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-networking.md b/v2-docs/kubernetes-networking.md
index 7a1a87b8..118212e6 100644
--- a/v2-docs/kubernetes-networking.md
+++ b/v2-docs/kubernetes-networking.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal DNSCache, Flannel and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubernetes Networking resources for 2026, AI-ranked: Flannel, NetMaker and more β€” curated Cloud Native tools, guides and references."
 ---
 # Kubernetes Networking
 
@@ -17,16 +17,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 
   - [engineering.mercari.com: Managing Network Policies for namespaces isolation' on a multi-tenant Kubernetes cluster](https://engineering.mercari.com/en/blog/entry/20220214-managing-network-policies)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering engineering.mercari.com: Managing Network Policies for namespaces isolation' on a multi-tenant Kubernetes cluster in the Kubernetes Tools ecosystem.
   - [dzone: How to Understand and Set Up Kubernetes Networking 🌟](https://dzone.com/articles/how-to-understand-and-setup-kubernetes-networking)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: How to Understand and Set Up Kubernetes Networking 🌟 in the Kubernetes Tools ecosystem.
-## Cloud Infrastructure
-
-### Azure Networking
-
-#### Private Access
-
-  - **(2025)** [Private Link Reality Bites: Service Endpoints vs Private Link](https://blog.cloudtrooper.net/2025/02/17/private-link-reality-bites-service-endpoints-vs-private-link) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep-dive comparison of Azure Service Endpoints versus Private Link. The author details critical architectural trade-offs: while Service Endpoints are simple to configure and leverage public IPs, Private Link allocates private endpoints within your virtual network, enhancing the security posture of microservice deployments by blocking data exfiltration channels, albeit with increased cost and complexity.
-#### Subnet Peering
-
-  - **(2025)** [Introducing Subnet Peering in Azure](https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Introduces the architectural paradigm of Subnet Peering in Azure, bypassing the traditional resource-heavy requirements of full Virtual Network (VNet) peering. This feature allows network engineers to establish direct, localized communication paths between designated subnets, optimizing security boundaries and address space usage.
 ## Container Orchestration
 
 ### Kubernetes Networking (1)
@@ -34,6 +24,13 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 #### Kube-proxy
 
   - **(2025)** [NFTables mode for kube-proxy in Kubernetes](https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Examines the transition of `kube-proxy` from traditional `iptables` and IPVS modes to the modern `nftables` backend in Kubernetes. Highlighting structural efficiency, the article explores how nftables reduces CPU-bound routing overhead and improves packet processing scalability in massive cluster environments.
+## Deployment and Orchestration
+
+### Cluster Provisioning
+
+#### Remote Access
+
+  - **(2020)** [blog.alexellis.io: Get kubectl access to your private cluster from anywhere](https://blog.alexellis.io/get-private-kubectl-access-anywhere) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores techniques for securely accessing the Kubernetes API control plane of isolated or private networks without exposing standard firewall ports. Explains how reverse-proxy tunnels provide secure endpoints. Live Grounding validates that tunnel mechanisms like inlets, Tailscale, or Cloudflare Tunnels have become common choices for secure edge environments.
 ## Infrastructure
 
 ### Networking
@@ -67,9 +64,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 
   - **(2021)** [matthewpalmer.net: Kubernetes Networking Guide for Beginners](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An introductory, developer-focused guidebook breaking down cluster network boundaries and abstract IP allocations. Designed to demystify container routing and service discovery for application programmers.
   - **(2020)** [edureka.co: Kubernetes Networking – A Comprehensive Guide To The Networking Concepts In Kubernetes](https://www.edureka.co/blog/kubernetes-networking) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A broad, conceptual handbook introducing standard network boundaries in cloud-native deployments. Outlines how namespaces share interfaces within a pod and details the routing hops required for intra-cluster communication.
-##### Service Discovery
-
-  - **(2024)** [**Kubernetes Services and Load Balancing Explained**](https://learnkube.com/kubernetes-services-and-load-balancing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A contemporary structural breakdown explaining how Kubernetes leverages service endpoints to build abstract load balancing layers. Reviews the operations of kube-proxy in writing local node routing rules and traces how traffic migrates from virtual endpoints to real pod ports.
 ##### Service Topology
 
   - **(2022)** [==home.robusta.dev: The ultimate guide to Kubernetes Services, LoadBalancers, and Ingress 🌟🌟🌟==](https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” A visual, high-impact guide illuminating structural boundaries and usage paradigms across ClusterIP, NodePort, LoadBalancer, and Ingress. Translates complex routing definitions into clear deployment rules of thumb to help architects select the optimal entry channel based on target budgets and security policies.
@@ -81,10 +75,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 ##### Alternative Architectures
 
   - **(2020)** [ungleich.ch: Building Ingress-less Kubernetes Clusters](https://ungleich.ch/u/blog/kubernetes-without-ingress) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Evaluates architectural patterns to design and run Kubernetes environments without standard L7 Ingress controllers. Employs direct BGP advertisements and IPv6-native routing to link external clients directly to target containers.
-##### Azure Application Gateway
-
-  - **(2025)** [==Application Gateway for Containers with AKS Overlay Networking and VNet Flow Logs==](https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A deep-dive technical investigation of Azure's next-generation Application Gateway for Containers (AGC) running atop AKS Overlay Networking. Details the setup, logging mechanics, and network telemetry capture.
-  - **(2025)** [**Introduction to Azure Application Gateway for Containers (AGC)**](https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An introductory architecture guide covering the capabilities of Azure's modern Application Gateway for Containers (AGC). Illustrates how it integrates natively via Gateway API parameters to deliver low-latency application routing.
 ##### Evaluation
 
   - **(2022)** [**blog.palark.com: Comparing Ingress controllers for Kubernetes**](https://palark.com/blog/comparing-ingress-controllers-for-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides a comprehensive architectural analysis and evaluation of popular ingress solutions. Highlights feature readiness for HTTP/3, TLS passthrough paths, and standard authentication middleware integration.
@@ -152,9 +142,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
   - **(2020)** [**opensource.googleblog.com: Kubernetes: Efficient Multi-Zone Networking with Topology Aware Routing**](https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An in-depth guide on utilizing Topology Aware Routing (formerly Hints) to bias service endpoint selection to local availability zones. Details how keeping container interactions within local AZs reduces latency, minimizes cross-zone data transfer fees, and builds resilient architectures.
 #### Security (1)
 
-##### Egress Traffic
-
-  - **(2019)** [==monzo.com: Controlling outbound traffic from Kubernetes==](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” Details the technical execution of isolating and managing external network endpoints from within a production Kubernetes banking cluster. Features strategies on proxy security, dynamic firewall rule sets, and compliance monitoring.
 ##### Intent-based Access Control
 
   - **(2022)** [**thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and Cloud**](https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An introduction to Intent-Based Access Control (IBAC) patterns using Otterize. Explains how developers outline communication intents in declarative manifests, which are automatically translated into native CNI policies.
@@ -177,7 +164,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
   - **(2021)** [cilium.io: CNI Benchmark: Understanding Cilium Network Performance](https://cilium.io/blog/2021/05/11/cni-benchmark) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Deep-dive benchmark analysis highlighting performance differences between standard iptables implementations and eBPF-driven engines, with a focus on latency and CPU efficiency.
 #### Cilium
 
-  - **(2026)** [cilium.io 🌟](https://cilium.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The main website for Cilium, the industry-standard networking, security, and observability engine powered by eBPF. Eliminates routing performance penalties and delivers deep API metrics.
   - **(2021)** [cilium.io: Cilium 1.10: WireGuard, BGP Support, Egress IP Gateway, New Cilium CLI, XDP Load Balancer, Alibaba Cloud Integration and more](https://cilium.io/blog/2021/05/20/cilium-110) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Feature overview of Cilium's v1.10 release, highlighting the integration of native WireGuard encryption, BGP routing, egress gateways, and high-performance XDP load balancing.
 #### Fundamentals (2)
 
@@ -189,17 +175,10 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 #### Scaling
 
   - **(2020)** [mhmxs.blogspot.com: Autoscaling Calico Route Reflector topology in Kubernetes](https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep engineering walkthrough for autoscaling Calico Route Reflector (RR) topologies in high-scale Kubernetes clusters. It addresses the routing table exhaustion and CPU bottlenecks associated with full-mesh node-to-node BGP routing by dynamically managing centralized Route Reflectors, maintaining high performance and operational stability as node counts grow.
-### Core Services
-
-#### Kube-proxy (1)
-
-  - **(2021)** [dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Low-level diagnostic guide tracing the packet path through programmed iptables rules. Demonstrates exactly how kube-proxy routes cluster IP destination calls to dynamic backend endpoints.
-  - **(2021)** [arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)](https://arthurchiao.art/blog/cracking-k8s-node-proxy) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Deep-dive technical blog exploring the design principles of the node proxy. Compares user-space, iptables, and IPVS proxy modes with performance telemetry data.
 ### DNS (1)
 
 #### Caching
 
-  - **(2026)** [==NodeLocal DNSCache==](https://github.com/kubernetes/enhancements) ⭐ 3887  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The Kubernetes Enhancement Proposal (KEP) and repository code outlining the deployment of a local DNS caching agent on each node. Running as a DaemonSet, NodeLocal DNSCache intercepts queries at a local loopback IP, bypassing heavy iptables conntrack entries and DNAT rules to reduce latencies and resolve UDP packet drop vulnerabilities.
   - **(2020)** [Kubernetes Node Local DNS Cache](https://povilasv.me/kubernetes-node-local-dns-cache)  [COMMUNITY-TOOL] β€” An analytical guide showcasing how to verify, configure, and measure performance gains of NodeLocal DNSCache in high-throughput clusters. Details configuration paths, fallback mechanisms, and troubleshooting steps to resolve configuration mismatches between DNS cache pods and system resolvers.
 #### Global Load Balancing
 
@@ -213,7 +192,7 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 #### Monitoring
 
   - **(2021)** [sysdig.com: How to monitor coreDNS 🌟](https://www.sysdig.com/blog/how-to-monitor-coredns)  [COMMUNITY-TOOL] β€” A detailed monitoring primer for CoreDNS using Prometheus and Sysdig. Highlights core health metrics, including latency histograms, requests counters, cache hit ratios, and error response codes (such as NXDOMAIN and SERVFAIL), to prevent DNS resolution latency from degrading microservice discovery pathways.
-#### Service Discovery (1)
+#### Service Discovery
 
   - **(2021)** [thenewstack.io: Supercharge CoreDNS with Cluster Addons 🌟](https://thenewstack.io/supercharge-coredns-with-cluster-addons)  [COMMUNITY-TOOL] β€” Explains how to optimize and expand CoreDNS utilizing custom cluster addons and selective plugin combinations. Details core performance profiles and caching methodologies to supercharge name resolution in dense, highly dynamic cloud environments.
 ### IPAM
@@ -245,9 +224,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 
   - **(2021)** [==NGINX Ingress Controller - v1.0.0==](https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0) ⭐ 19494  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Landmark v1.0.0 release of the community ingress-nginx controller. Highlights include compatibility with the GA ingress API specification, significant security enhancements, and optimized resource consumption.
   - **(2022)** [devopscube.com: How to Setup Nginx Ingress Controller On Kubernetes – Detailed Guide 🌟](https://devopscube.com/setup-ingress-kubernetes-nginx-controller)  [COMMUNITY-TOOL] [GUIDE] β€” Deep-dive deployment playbook detailing how to install, configure, and manage the NGINX Ingress Controller. Includes instructions on utilizing Helm, routing traffic to dynamic backends, and handling TLS certificates.
-#### Traefik
-
-  - **(2022)** [Transitioning from ingress-nginx to Traefik in Kubernetes](https://traefik.io/blog/transition-from-ingress-nginx-to-traefik)  [COMMUNITY-TOOL] β€” A migration blueprint walking developers through transitioning from ingress-nginx to Traefik. Details how Traefik's native middleware, dynamic routing, and CRDs simplify TLS management and traffic splitting in dynamic environments.
 ### Multi-cluster
 
 #### Cluster Mesh
@@ -308,7 +284,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 #### Deep Dive (1)
 
   - **(2020)** [==speakerdeck.com: Kubernetes and networks. Why is this so dan hard? 🌟==](https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An essential presentation deck by Tim Hockin (Kubernetes co-founder) exploring why cloud-native networking is complex and explaining the underlying decisions behind the pod-to-pod network design. Live Grounding confirms this slide deck is a legendary reference, outlining crucial design trade-offs regarding IPv4 exhaustion, NAT, routing engines, and Service VIPs.
-  - **(2020)** [==ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟==](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exquisite, step-by-step technical analysis of the process of container instantiation and network interface creation. Explores how the Kubelet invokes CNI plugins to assign an IP address. Live Grounding validates that understanding the low-level CNI specification and IPC interactions is crucial for debugging cluster networking bottlenecks.
   - **(2021)** [**dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!**](https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep technical investigation into the mechanics of Linux network namespaces, virtual ethernet pairs (veth), bridge interfaces, and IP routing rules. Demystifies how Docker and Kubernetes CNI plugins programmatically allocate IPs to containers. Live Grounding shows that understanding these low-level Linux primitives remains highly valuable for troubleshooting complex network packet drops.
   - **(2020)** [**altoros.com: Kubernetes Networking: How to Write Your Own CNI Plug-in with Bash**](https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-plug-in-with-bash) [BASH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A fantastic, educational guide explaining how to write a simple CNI plugin from scratch using Bash. Demonstrates interface provisioning, IP allocation, and local host routing rules. Live Grounding shows that while not intended for production systems, this exercise demystifies the CNI specification and improves lower-level debugging skills.
   - **(2024)** [Network Node Manager](https://github.com/kakao/network-node-manager) ⭐ 109  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A specialized network daemon developed by Kakao for optimizing node-level routing rules and handling network interfaces inside Kubernetes. Live Grounding shows that this utility targets bare-metal clusters, streamlining system-level network management while improving connectivity troubleshooting in on-premise cloud infrastructure.
@@ -321,7 +296,6 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 ??? abstract "Architect's Technical Comparison Table"
     | Solution | Maturity | Primary Focus | Language | Stars |
     | :--- | :--- | :--- | :--- | :--- |
-    | [Learnk8s: Comparison of Kubernetes Ingress Controllers 🌟🌟](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit) |  | Ingress & Traffic | Markdown | 🌟🌟🌟🌟🌟 |
     | [containo.us: Kubernetes Ingress & Service API Demystified](https://traefik.io/blog/kubernetes-ingress-service-api-demystified) |  | Ingress & Traffic | Markdown | 🌟🌟🌟🌟 |
     | [externalTrafficPolicy=local on kubernetes. How to preserve the source IP in kubernetes](https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9) |  | Ingress & Traffic | Markdown | 🌟🌟🌟🌟 |
     | [thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the Cluster](https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster) |  | Ingress & Traffic | Markdown | 🌟🌟🌟🌟 |
@@ -331,8 +305,8 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
     | [ovh.com - getting external traffic into kubernetes: clusterip, nodeport, loadbalancer and ingress](https://blog.ovhcloud.com) |  | Ingress & Traffic | Markdown | 🌟🌟🌟 |
     | [youtube: Kubernetes Ingress Explained Completely For Beginners](https://www.youtube.com/watch?v=VicH6KojwCI) |  | Ingress & Traffic | English | 🌟🌟🌟 |
     | [haproxy.com: Announcing HAProxy Kubernetes Ingress Controller 1.5 🌟](https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5) |  | Ingress & Traffic | Go | 🌟🌟🌟 |
+    | [devclass.com: HAProxy Ingress Controller 1.5 introduces mTLS support, gives load balancing experts more power](https://www.devclass.com/containers/2021/01/26/haproxy-ingress-controller-15-introduces-mtls-support-gives-load-balancing-experts-more-power/1619777) |  | Ingress & Traffic | Markdown | 🌟🌟🌟 |
 
-  - **(2023)** [==Learnk8s: Comparison of Kubernetes Ingress Controllers 🌟🌟==](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An expansive, community-maintained comparison spreadsheet detailing the feature matrices, protocol supports, dynamic reloading behaviors, and ecosystem integrations of various Ingress Controllers. Live Grounding highlights this dynamic reference as an essential resource for architects choosing ingress tools based on enterprise requirements.
   - **(2021)** [**containo.us: Kubernetes Ingress & Service API Demystified**](https://traefik.io/blog/kubernetes-ingress-service-api-demystified) [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Demystifies the inner workings of Kubernetes Services, endpoints, and Ingress routing rules. Compares how reverse-proxy solutions like Traefik process these API resources to dynamic configurations. Live Grounding validates that Traefik remains a popular, high-performance edge router in modern multi-tenant environments due to its automated Let's Encrypt and middleware options.
   - **(2021)** [**externalTrafficPolicy=local on kubernetes. How to preserve the source IP in kubernetes**](https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Addresses how setting the Kubernetes Service configuration `externalTrafficPolicy: Local` preserves client source IPs. Analyzes the associated trade-offs, such as potential uneven load distribution across endpoints. Live Grounding confirms that preserving source IP is crucial for zero-trust authorization, geolocation rules, and audit logging.
   - **(2021)** [**thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the Cluster**](https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Discusses the design choice of running HAProxy controllers outside the boundaries of the core Kubernetes cluster. Exposes cluster services to external networks while protecting control-plane components. Live Grounding confirms this topology is highly valued by security teams who prefer dedicated edge tiers separating internal cluster resources from the public internet.
@@ -348,14 +322,9 @@ description: "Top Kubernetes Networking resources for 2026, AI-ranked: NodeLocal
 
   - **(2020)** [==kubernetes.io: Scaling Kubernetes Networking With EndpointSlices==](https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Explains how the EndpointSlices API addresses the scalability issues of traditional Endpoints resources. Avoids sending large network update payloads across all cluster nodes by grouping endpoints. Live Grounding shows that EndpointSlices are crucial in large clusters with thousands of pods, keeping control plane traffic minimal.
   - **(2021)** [**blog.cloudflare.com: Moving k8s communication to gRPC**](https://blog.cloudflare.com/moving-k8s-communication-to-grpc) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An insightful case study detailing Cloudflare's transition of internal microservices and Kubernetes cluster control-plane communications from traditional REST/JSON endpoints to high-performance gRPC over HTTP/2. Live Grounding shows that adopting gRPC significantly reduces CPU utilization and network latency across high-throughput distributed architectures.
-### Load Balancing (1)
-
-#### Performance and Tuning (1)
-
-  - **(2023)** [==learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes 🌟🌟🌟==](https://learnkube.com/kubernetes-long-lived-connections) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptional, highly-detailed exploration of how Kubernetes handles long-lived connections such as gRPC, HTTP/2, and WebSockets. Analyzes why standard iptables-based kube-proxy L4 load balancing fails to distribute traffic evenly, causing backend starvation. Live Grounding highlights that resolving these issues requires client-side load balancing, proxy-assisted gRPC routing, or active connection-termination intervals.
 
 ---
-πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Servicemesh](./servicemesh.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Servicemesh](./servicemesh.md) | [Web Servers](./web-servers.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-on-premise.md b/v2-docs/kubernetes-on-premise.md
index abbde1a6..026739fb 100644
--- a/v2-docs/kubernetes-on-premise.md
+++ b/v2-docs/kubernetes-on-premise.md
@@ -100,9 +100,6 @@ description: "Top Kubernetes On Premise resources for 2026, AI-ranked: **Kubespr
   - **(2020)** [thenewstack.io: Deploy Microk8s and the Kubernetes Dashboard for K8s Development](https://thenewstack.io/deploy-microk8s-and-the-kubernetes-dashboard-for-k8s-development)  [COMMUNITY-TOOL] β€” A practical tutorial covering the setup of Canonical's MicroK8s on local environments coupled with the enablement of the official Kubernetes Web UI (Dashboard). The guide details how MicroK8s' single-command add-on framework simplifies cluster observability and bootstrapping for developers.
   - **(2020)** [thenewstack.io: Deploy a Kubernetes Cluster on Ubuntu Server with Microk8s](https://thenewstack.io/deploy-a-kubernetes-cluster-on-ubuntu-server-with-microk8s)  [COMMUNITY-TOOL] β€” A step-by-step guide outlining how to install, configure, and scale MicroK8s on an Ubuntu Server environment. It demonstrates the simplicity of setting up multi-node local clusters with high availability (dqlite-backed control planes) using snap commands.
   - **(2020)** [infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution](https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution)  [COMMUNITY-TOOL] β€” A retrospective announcement of Mirantis' launch of k0s. Highlighted its zero-friction approach, multi-master architectural patterns with a decentralized control plane, and its capability to run isolated control planes separate from application workload nodes.
-#### Enterprise Distributions
-
-  - **(2026)** [OKD](https://okd.io) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The community-backed, open-source upstream counterpart to Red Hat OpenShift. OKD integrates Kubernetes with core Linux container tools (like Fedora CoreOS) to offer a complete self-managing, multi-tenant container platform designed for declarative applications, CI/CD, and simplified enterprise operations.
 #### Market Landscapes
 
   - **(2022)** [infoworld.com: 6 Kubernetes distributions leading the container revolution](https://www.infoworld.com/article/2266054/6-kubernetes-distributions-leading-the-container-revolution.html)  [COMMUNITY-TOOL] β€” A comparative market overview focusing on major commercial Kubernetes platforms driving enterprise cloud-native architecture. Evaluates core features of Red Hat OpenShift, VMware Tanzu Grid, Rancher Kubernetes Engine (RKE), Mirantis Kubernetes Engine, Docker Enterprise, and Canonical Kubernetes, contrasting their operational models and target markets.
@@ -124,6 +121,13 @@ description: "Top Kubernetes On Premise resources for 2026, AI-ranked: **Kubespr
   - **(2020)** [**VMware vSphere 7 with Kubernetes** - Project Pacific](https://www.vmware.com/products/cloud-infrastructure/vsphere) [PROPRIETARY CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A transformative enterprise initiative (Project Pacific) that embedded native Kubernetes capabilities directly into the ESXi hypervisor. vSphere with Tanzu enables virtualization administrators to manage VMs and native Tanzu Kubernetes Grid (TKG) guest clusters inside a single vSphere Client interface, converging IT operations.
   - **(2020)** [cormachogan.com: A first look at vSphere with Kubernetes in action](https://cormachogan.com/2020/04/01/a-first-look-at-vsphere-with-kubernetes-in-action)  [COMMUNITY-TOOL] β€” A hands-on architectural exploration of the early vSphere with Kubernetes implementation. The post walks through supervisor cluster enablement, native vSphere Pods execution, storage class integration with VMware CNS (Cloud Native Storage), and basic network policies.
   - **(2020)** [cormachogan.com: Building a TKG Cluster in vSphere with Kubernetes](https://cormachogan.com/2020/04/07/building-a-tkg-guest-cluster-in-vsphere-with-kubernetes)  [COMMUNITY-TOOL] β€” A deep technical guide demonstrating how to declare and bootstrap Tanzu Kubernetes Grid (TKG) workload clusters (guest clusters) inside a vSphere supervisor cluster. Explains the underlying declarative custom resource definition (CRD) configurations matching Cluster API mechanics.
+## Kubernetes (1)
+
+### Operations
+
+#### Productivity
+
+  - **(2021)** [Kubernetes productivity tips and tricks 🌟](https://www.theodo.com/en-fr/blog)  [COMMUNITY-TOOL] β€” A practitioner's guide to enhancing CLI-based Kubernetes productivity. It explores advanced setups such as custom shell autocompletion, kubectx/kubens utilities, smart aliases, and log-tailing helpers designed to reduce cognitive overhead during real-time incident responses.
 ## Kubernetes Platforms
 
 ### Mirantis
@@ -235,9 +239,6 @@ description: "Top Kubernetes On Premise resources for 2026, AI-ranked: **Kubespr
 #### Security
 
   - **(2020)** [blog.ivnilv.com: Rotating Kops Etcd Certificates](https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A technical troubleshooting guide mapping out the precise sequence required to rotate internal etcd client and peer certificates within a running, Kops-managed cluster. Addresses avoidance of control plane downtime and potential etcd split-brain scenarios during CA transitions.
-#### Ubuntu Stack
-
-  - **(2026)** [**Conjure up**](https://canonical.com/juju) [PYTHON CONTENT]  [LEGACY] β€” Curator Insight vs Live Grounding: Canonical's Conjure-up tool was originally developed to orchestrate Juju applications and configure Charmed Kubernetes dynamically. Live status confirms the tool is deprecated and retired, with Canonical directing teams to use direct Juju or MicroK8s setups.
 ### Gitops (1)
 
 #### Legacy Tools
@@ -264,7 +265,7 @@ description: "Top Kubernetes On Premise resources for 2026, AI-ranked: **Kubespr
   - **(2019)** [Stateful Kubernetes-In-a-Box with Kontena Pharos](https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A technical blog post detailing stateful storage solutions in Kubernetes using Pure Service Orchestrator on Kontena Pharos, a lightweight enterprise distribution. With Kontena Pharos discontinued and Pure Storage workflows fully migrated to standard CSI plugins (like Portworx), this remains of historical interest only.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-operators-controllers.md b/v2-docs/kubernetes-operators-controllers.md
index 5b26e4fd..52509be1 100644
--- a/v2-docs/kubernetes-operators-controllers.md
+++ b/v2-docs/kubernetes-operators-controllers.md
@@ -54,6 +54,13 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Self-hosted Infrastructure
 
   - **(2020)** [==github.com/actions/actions-runner-controller 🌟==](https://github.com/actions/actions-runner-controller) ⭐ 6298  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official Kubernetes operator designed to manage self-hosted GitHub Actions runner infrastructure dynamically. Integrates natively with Horizontal Pod Autoscaler (HPA) targets to scale runner deployments in response to webhook event metrics.
+## Cloud Infrastructure
+
+### Kubernetes and Operators
+
+#### Platform Engineering
+
+  - **(2026)** [How Kubernetes Operators Fit into Platform Building and When Traditional IaC Isn't Enough](https://www.thestack.technology/how-kubernetes-operators-fit-into-to-platform-building-and-when-traditional-iac-isnt-enough) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Compares traditional static IaC runtimes against active reconciliation patterns in Kubernetes Operators. Highlights instances where platform engineering teams require continuously running controller loops to prevent configuration drifts.
 ## Cloud Native Infrastructure
 
 ### Kubernetes Extension
@@ -88,6 +95,13 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Tool Comparison
 
   - **(2021)** [openshift.com: Build Your Kubernetes Operator With the Right Tool 🌟](https://www.redhat.com/en/blog/build-your-kubernetes-operator-with-the-right-tool)  [COMMUNITY-TOOL] β€” A comparative guide highlighting the tradeoffs between different operator developer tools like Helm, Ansible, and Go. It establishes a maturity model to help teams choose tools based on their application's lifecycle complexity. Essential reference for migration strategies from simple manifest templates to active state-reconciliation loops.
+## Data and AI
+
+### Batch Scheduling
+
+#### Kueue
+
+  - **(2024)** [**Red Hat Build of Kueue**](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Focuses on Red Hat's enterprise integration of Kueue, a Kubernetes-native job queueing system designed to manage resource quotas, tenant isolation, and fair-share scheduling for high-performance AI/ML and batch workloads. Live Grounding confirms Kueue is crucial in 2026 for orchestrating GPU and CPU cluster resource allocation dynamically across large-scale enterprise clusters.
 ## Data and Databases
 
 ### Lifecycle Management
@@ -151,11 +165,6 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Enterprise Patterns
 
   - **(2024)** [cloud.redhat.com: Red Hat Container Community of Practice Operators](https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A curated reference of operations practices created by Red Hat's Container Community of Practice. Discusses deployment methods, multi-tenant isolation operators, and configuration frameworks built to manage complex setups.
-### Registries and Catalogs
-
-#### Operator Discovery
-
-  - **(2026)** [operatorhub.io](https://operatorhub.io) [N/A CONTENT]  [COMMUNITY-TOOL] β€” OperatorHub is the central ecosystem registry showcasing community and enterprise Operators. It functions as an indexing catalog that standardizes installation formats, promoting packaging standards aligned with the Operator Lifecycle Manager (OLM) format.
 ## Finops and Autoscaling
 
 ### Green Ops
@@ -184,67 +193,74 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
   - **(2024)** [==Bare Metal Operator==](https://github.com/metal3-io/baremetal-operator) ⭐ 745  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A Metal3 driver integration designed to inspect, provision, and maintain bare-metal servers using standard Kubernetes resources. It bridges Kubernetes management layers directly to physical infrastructure provisioning.
 ### Cluster Management
 
-#### Node Provisioning
-
-##### Operators (5)
-
-  - **(2024)** [==openshift/machine-api-operator==](https://github.com/openshift/machine-api-operator) ⭐ 186  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A foundational OpenShift subsystem that manages machines as standard resources. It dynamically scales cloud infrastructure nodes up or down according to compute demands.
 #### Node Upgrades
 
-##### Operators (6)
+##### Operators (5)
 
   - **(2024)** [==rancher/system-upgrade-controller: System Upgrade Controller==](https://github.com/rancher/system-upgrade-controller) ⭐ 952  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Orchestrates OS-level and Kubernetes runtime updates across node pools. It structures a sequential drain, upgrade, and uncordon pipeline to maintain continuous service availability.
 ### Control Plane
 
 #### Etcd Coordination
 
-##### Operators (7)
+##### Operators (6)
 
   - **(2022)** [==Quentin-M/etcd-cloud-operator==](https://github.com/Quentin-M/etcd-cloud-operator) ⭐ 234  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An early framework designed to coordinate etcd state engines in dynamic environments. Modern production setups have moved towards official cloud-provider tooling or alternative operators.
 ### Data Management (1)
 
 #### Apache Flink
 
-##### Operators (8)
+##### Operators (7)
 
   - **(2024)** [==spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink==](https://github.com/spotify/flink-on-k8s-operator) ⭐ 225  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Developed by Spotify, this operator simplifies Apache Flink execution. It manages stream-processing job lifecycles, dynamically allocates cluster resources, and automates state checkpointing.
 #### Databases
 
-##### Operators (9)
+##### Operators (8)
 
   - **(2024)** [==DB Operator 🌟==](https://github.com/kloeckner-i/db-operator) ⭐ 163  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The DB Operator facilitates external and in-cluster database administration. It manages PostgreSQL and MySQL configurations natively by separating deployment credentials from application logic, automating dynamic user and table creation using custom resources.
 #### In-memory Databases
 
-##### Operators (10)
+##### Operators (9)
 
   - **(2023)** [==krestomatio/keydb-operator==](https://github.com/krestomatio/keydb-operator) ⭐ 59  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Manages KeyDB setups, providing high-speed, multi-threaded cache nodes with automated replica synchronization, cluster scaling, and rapid failover handling.
 #### Mongodb
 
-##### Operators (11)
+##### Operators (10)
 
   - **(2023)** [==OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator==](https://github.com/OT-CONTAINER-KIT/mongodb-operator) ⭐ 49  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Manages MongoDB databases, replica sets, and sharded environments. It automates scaling, credential updates, and physical storage volume mounts within the cluster.
 #### Object Storage
 
-##### Operators (12)
+##### Operators (11)
 
   - **(2022)** [==didil/autobucket-operator==](https://github.com/didil/autobucket-operator) ⭐ 12  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A developer-focused operator that dynamically constructs cloud-native storage buckets (e.g., AWS S3) via dynamic pod annotations, streamlining access to stateful storage assets.
 #### Postgresql
 
-##### Operators (13)
+##### Operators (12)
 
   - **(2024)** [==reactive-tech/kubegres==](https://github.com/reactive-tech/kubegres) ⭐ 1351  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kubegres is a lightweight operator for managing PostgreSQL clusters. It coordinates master-replica setups, automated failovers, and physical backups using native StateSets with minimal footprint.
 #### Streaming Data
 
-##### Operators (14)
+##### Operators (13)
 
   - **(2023)** [==pravega/pravega-operator==](https://github.com/pravega/pravega-operator) ⭐ 40  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Deploys and maintains high-throughput Pravega streaming architectures, orchestrating the state of BookKeeper, ZooKeeper, and active cluster storage segments.
 ### Gitops
 
 #### Infrastructure-as-code
 
-##### Operators (15)
+##### Operators (14)
 
   - **(2024)** [==isaaguilar/terraform-operator: Terraform Operator==](https://github.com/GalleyBytes/terraform-operator) ⭐ 380  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Executes declarative Terraform pipelines natively as custom resources inside clusters. It matches dynamic GitOps deployment models to external cloud infrastructure, allowing teams to unify orchestration under a single control plane.
+### Hardware
+
+#### GPU Virtualization
+
+  - **(2022)** [Sharing a NVIDIA GPU Between Pods in Kubernetes](https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” In-depth technical exploration of fractional GPU sharing techniques, including NVIDIA Multi-Instance GPU (MIG) and MPS, within Kubernetes clusters. Resolves major resource allocation bottlenecks to drive cost-effective machine learning workflows.
+### Networking
+
+#### Ingress
+
+##### Azure Application Gateway
+
+  - **(2025)** [**Introduction to Azure Application Gateway for Containers (AGC)**](https://blog.cloudtrooper.net/2025/02/28/application-gateway-for-containers-a-not-so-gentle-intro-1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An introductory architecture guide covering the capabilities of Azure's modern Application Gateway for Containers (AGC). Illustrates how it integrates natively via Gateway API parameters to deliver low-latency application routing.
 ## Infrastructure and Hardware
 
 ### AIML Infrastructure
@@ -252,6 +268,32 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Hardware Integration
 
   - **(2026)** [==NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes==](https://github.com/NVIDIA/k8s-device-plugin) ⭐ 3788  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” This specialized DaemonSet exposes physical GPU properties to the local kubelet node manager. Operating as the essential link for hardware-accelerated workloads, it handles task-scheduling configurations and sets device-isolation runtimes so container systems can safely slice and access host GPU hardware.
+## Infrastructure As Code
+
+### AI Integrations
+
+#### Validation and Testing
+
+  - **(2024)** [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores LLM prompting strategies designed to automatically generate high-quality integration testing assertions for Terraform infrastructure codebases. Outlines systematic framework specifications to minimize manual testing overhead.
+### Ansible
+
+#### Core Concepts
+
+  - **(2022)** [The Beginner’s Guide to the Ansible Inventory](https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A comprehensive primer exploring how to declare, structure, and organize Ansible inventories. Covers standard INI and YAML file declarations, host-group structures, nested grouping, and introductory dynamic inventory strategies.
+## Kubernetes
+
+### Troubleshooting
+
+#### Playbooks
+
+  - **(2023)** [10 Real-World Kubernetes Troubleshooting Scenarios and Solutions](https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions)  [COMMUNITY-TOOL] β€” This compilation details ten authentic, highly technical outage scenarios encountered in production Kubernetes clusters, complete with step-by-step diagnostic paths and resolutions. It covers complex issues like DNS resolution failure, certificate expiration, and stateful volume mounting locks. The practical nature of these scenarios makes this an invaluable resource for active operations teams.
+## Kubernetes Developer Experience
+
+### Inner-loop Automation
+
+#### Guides
+
+  - **(2021)** [rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and Skaffold (Part 1)](https://www.dynatrace.com/solutions/observability-for-developers) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Comprehensive multi-part review of critical Kubernetes development tools. Examines deployment mechanisms (Helm, Kustomize), real-time sync engines (Skaffold, Tilt, Garden), IDE extensions, and container building alternatives.
 ## Kubernetes Gitops and Packaging
 
 ### Argo Project Ecosystem
@@ -265,16 +307,16 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Video Processing
 
-##### Operators (16)
+##### Operators (15)
 
   - **(2023)** [==gst-pipeline-operator: A Kubernetes operator for running audio/video processing' pipelines==](https://github.com/tinyzimmer/gst-pipeline-operator) ⭐ 24  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly specialized operator configured to execute GStreamer audio/video pipelines inside clusters, scaling media ingestion, processing topologies, and delivery channels dynamically.
-## Networking
+## Networking (1)
 
 ### DNS
 
 #### Service Discovery
 
-##### Operators (17)
+##### Operators (16)
 
   - **(2023)** [==Meerkat==](https://github.com/borchero/meerkat) ⭐ 38  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A dynamic networking operator designed to update and map external DNS routes. It reads internal networking resource allocations to dynamically register up-to-date hostname directories.
 ### DNS and Ingress
@@ -291,14 +333,14 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Host Port Allocation
 
-##### Operators (18)
+##### Operators (17)
 
   - **(2022)** [==HostPort Operator==](https://github.com/rmb938/hostport-allocator) ⭐ 18  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An allocation controller that coordinates and locks dedicated hostPorts for pods. It mitigates physical scheduling conflicts when multiple high-performance workloads require direct edge node exposure.
 ### Load Balancing
 
 #### High Availability
 
-##### Operators (19)
+##### Operators (18)
 
   - **(2023)** [==redhat-cop/keepalived-operator: Keepalived operator==](https://github.com/redhat-cop/keepalived-operator) ⭐ 123  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Manages Keepalived deployments within Kubernetes clusters. It coordinates VIP (Virtual IP) failover protocols across physical or virtual cluster node interfaces.
 ### Operator
@@ -317,31 +359,31 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Pipeline Management
 
-##### Operators (20)
+##### Operators (19)
 
   - **(2023)** [==Logging Operator==](https://github.com/OT-CONTAINER-KIT/logging-operator) ⭐ 51  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Simplifies multi-tenant logging infrastructure by coordinating central Fluentd and Fluent Bit setups. It manages complex logging filters and output endpoints declaratively.
 ### Metrics
 
 #### Thanos Orchestration
 
-##### Operators (21)
+##### Operators (20)
 
   - **(2023)** [==banzaicloud/thanos-operator 🌟==](https://github.com/banzaicloud/thanos-operator) ⭐ 283  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Streamlines Thanos-based monitoring architectures by provisioning Query, Store, Compact, and Ruler resources. It manages historical metrics storage across dynamic environments.
 #### Timeseries Databases
 
-##### Operators (22)
+##### Operators (21)
 
   - **(2024)** [==VictoriaMetrics/operator==](https://github.com/VictoriaMetrics/operator) ⭐ 566  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Coordinates components of VictoriaMetrics (including VMCluster and VMAgent). It manages complex metrics scraping rules and automates long-term TSDB storage scaling.
 ### Monitoring
 
 #### External Integration
 
-##### Operators (23)
+##### Operators (22)
 
   - **(2023)** [==uptimerobot-operator==](https://github.com/brennerm/uptimerobot-operator) ⭐ 60  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Synchronizes current routing profiles with the UptimeRobot API. It dynamically configures exterior synthetic latency testing targets as new ingresses scale up or out.
 #### Ingress Monitoring
 
-##### Operators (24)
+##### Operators (23)
 
   - **(2023)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) ⭐ 735  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” An older monitoring operator designed to orchestrate uptime checks across multiple external platforms. Live Grounding indicates that this project has been archived and deprecated in favor of active native alternatives.
 ## Operations and Reliability
@@ -373,15 +415,15 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
   - **(2025)** [==github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources 🌟==](https://github.com/NCCloud/mayfly) ⭐ 337  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Mayfly introduces time-to-live policies on generic Kubernetes resources and testing namespaces. Once designated duration guidelines are reached, Mayfly executes automated teardowns, ensuring transient tests do not leave lingering etcd records or unused services.
 ## Orchestration
 
-### Kubernetes
+### Kubernetes (1)
 
-#### Networking (1)
+#### Networking (2)
 
   - **(2023)** [github.com/carlosedp/lbconfig-operator: External Load Balancer Operator' 🌟](https://github.com/carlosedp/lbconfig-operator) ⭐ 63  [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Operator that dynamically provisions and configures external hardware/software load balancers (such as F5 BIG-IP or HAProxy) based on Kubernetes ingress or service resource updates.
 #### Observability (3)
 
   - **(2024)** [kube-fluentd-operator 🌟](https://github.com/vmware-archive/kube-fluentd-operator) ⭐ 321  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [LEGACY] β€” A now-archived operator designed to dynamically construct namespace-specific Fluentd logging pipelines in Kubernetes. Modern platform engineering architectures have largely transitioned to standardized OpenTelemetry or Fluent Bit routing setups.
-#### Operators (25)
+#### Operators (24)
 
   - **(2025)** [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) ⭐ 1379  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An advanced Redis Operator developed by OT Container Kit. Features automated failover management, backup orchestrations, persistence configuration, and Redis Sentinel cluster sizing within Kubernetes native deployments.
   - **(2025)** [Kotal operator](https://github.com/kotalco/kotal) ⭐ 221  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” A multi-client blockchain node operator for Kubernetes. Simplifies configuring and maintaining decentralized networks (such as Ethereum and IPFS) through native Kubernetes custom resources.
@@ -391,7 +433,7 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
   - **(2020)** [kruschecompany.com: What is a Kubernetes Operator and Where it Can be Used?](https://kruschecompany.com/wp-content/uploads/2020/01/kubernetes-operator.jpg)  [COMMUNITY-TOOL] β€” Illustrated guide defining the role, architecture, and common deployment strategies of Kubernetes Operators. Explains how custom controllers automate day-2 infrastructure management tasks like scaling, backups, and state healing.
   - **(2020)** [devops.com: Day 2 for the Operator Ecosystem 🌟](https://devops.com/day-2-for-the-operator-ecosystem) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Focuses on Kubernetes Operator lifecycle maturity models, introducing toolkits like KUDO (Kubernetes Universal Declarative Operator). Covers operational challenges, telemetry gathering, and unified configuration schemas.
   - **(2019)** [infoq.com: Kubernetes Operators in Depth](https://www.infoq.com/articles/kubernetes-operators-in-depth) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” High-density architectural breakdown exploring the reconciliation loop, custom controller watch mechanisms, and cache behaviors inside the Kubernetes API server model. Essential reading for platform architects building operators.
-## Platform Engineering
+## Platform Engineering (1)
 
 ### Gitops and Configuration
 
@@ -411,7 +453,7 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Conceptual Overviews (1)
 
   - **(2024)** [thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes](https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An article discussing how K8Spin implements virtualized tenant workspaces. Reviews performance overheads and resource boundaries of namespace isolation relative to physical, heavy, multi-cluster architectures.
-#### Registries and Catalogs (1)
+#### Registries and Catalogs
 
   - **(2024)** [Discover K8Spin open source software](https://k8spin.cloud/oss-projects) [N/A CONTENT]  [COMMUNITY-TOOL] β€” The main portal cataloging K8Spin's open-source projects. Focuses on lightweight cluster sharing tools, providing APIs designed to bootstrap secure developer workspaces instantly.
 #### Resource Isolation
@@ -423,19 +465,19 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Synthetic Monitoring
 
-##### Operators (26)
+##### Operators (25)
 
   - **(2024)** [==kuberhealthy 🌟==](https://github.com/kuberhealthy/kuberhealthy) ⭐ 2247  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kuberhealthy schedules dynamic, real-world actions as background test suites. It detects underlying API, network, or storage decay that static monitoring tools overlook by continually validating that clusters are functionally operational.
 ### Testing
 
 #### Load Testing
 
-##### Operators (27)
+##### Operators (26)
 
   - **(2022)** [kubeload - load testing](https://github.com/Efrat19/kubeload) ⭐ 24  [GO CONTENT]  [COMMUNITY-TOOL] β€” An operator framework that manages and scales load testing deployments inside a cluster. It coordinates distributed engines to simulate realistic traffic profiles against selected cluster endpoints, streamlining continuous integration workflows.
 #### Performance Benchmarking
 
-##### Operators (28)
+##### Operators (27)
 
   - **(2024)** [==cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks==](https://github.com/cloud-bulldozer/benchmark-operator) ⭐ 305  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Automates heavy performance testing (e.g., FIO, uperf) within active clusters. It deploys targets, isolates benchmark metrics, and exports execution data to visualization layers.
 ## Resources
@@ -444,54 +486,54 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Migration
 
-##### Operators (29)
+##### Operators (28)
 
   - **(2021)** [thenewstack.io: We Pushed Helm to the Limit, then Built a Kubernetes Operator 🌟](https://thenewstack.io/we-pushed-helm-to-the-limit-then-built-a-kubernetes-operator) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A real-world case study outlining the transition from Helm charts to custom Go operators. It discusses the scaling limitations of template parsing when implementing complex state machines.
 ### Education
 
 #### Architectural Decision
 
-##### Operators (30)
+##### Operators (29)
 
   - **(2021)** [kubermatic.com: Why Implementing Kubernetes Operators Is a Good Idea! 🌟](https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Examines the competitive operational advantages of selecting the Operator pattern over traditional scripting approaches, focusing on automated self-healing and standardized state reconciliation.
 #### Concepts
 
-##### Operators (31)
+##### Operators (30)
 
   - **(2021)** [container-solutions.com: Kubernetes Operators Explained](https://blog.container-solutions.com/kubernetes-operators-explained) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An foundational architectural guide explaining the design of the Kubernetes Operator pattern. It covers the core mechanics of custom controllers, the reconciliation loop, and CRDs, codifying operational knowledge into software.
 #### Deep Dive
 
-##### Operators (32)
+##### Operators (31)
 
   - **(2021)** [iximiuz.com: Exploring Kubernetes Operator Pattern 🌟](https://iximiuz.com/en/posts/kubernetes-operator-pattern) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep-dive analysis on the mechanics of the controller runtime. It explains internal structures such as informers, dynamic work queues, and client-go caches, illustrating how reconciliation loops run concurrently.
 #### Introductory
 
-##### Operators (33)
+##### Operators (32)
 
   - **(2021)** [learnsteps.com: Advance Kubernetes: What exactly are Kubernetes Operators?](https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-operators) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An introductory post explaining the mechanics of custom Kubernetes controllers. It maps physical operator duties to software loops to illustrate the benefits of declarative configurations.
 #### Java Ecosystem
 
-##### Operators (34)
+##### Operators (33)
 
   - **(2021)** [spring.io: Get to Know a Kubernetes Operator!](https://spring.io/blog/2021/11/19/get-to-know-a-kubernetes-operator) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A guide demonstrating the Java Operator SDK. It details how Java-centric teams can write native controllers using GraalVM to compile down to low-memory native executables.
 #### Official Guide
 
-##### Operators (35)
+##### Operators (34)
 
   - **(2021)** [kubernetes.io: Writing a Controller for Pod Labels](https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An introductory blog post from the Kubernetes maintainers details the process of writing an active controller that automatically validates and formats Pod label schemas.
 #### Trade-off Evaluation
 
-##### Operators (36)
+##### Operators (35)
 
   - **(2021)** [blog.px.dev/k8s-operator: 3 Reasons to Use Kubernetes Operators (and 2 Reasons Not To)](https://blog.px.dev/k8s-operator) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Evaluates the advantages and disadvantages of deploying Operators. It contrasts automation capabilities against increased control-plane pressure and code maintenance costs.
 #### Tutorial Series
 
-##### Operators (37)
+##### Operators (36)
 
   - **(2021)** [medium.com: Getting Started With Kubernetes Operators (Helm Based) - Part 1](https://www.velotio.com/engineering-blog/getting-started-with-kubernetes-operators-helm-based-part-1) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A multi-phase training guide tracking operator design frameworks. It walks through building Helm-based control planes, transitioning to Ansible controllers, and writing performant Golang reconcilers.
 #### Value Proposition
 
-##### Operators (38)
+##### Operators (37)
 
   - **(2022)** [practicalkubernetes.blogspot.com: Making the case for Kubernetes Operators](https://practicalkubernetes.blogspot.com/2022/01/making-case-for-kubernetes-operators.html) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Discusses why operators are well-suited for stateful databases and complex storage platforms, translating operational procedures into reliable code loops.
 ## Security
@@ -500,55 +542,60 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 
 #### Dynamic RBAC
 
-##### Operators (39)
+##### Operators (38)
 
   - **(2023)** [==redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator==](https://github.com/redhat-cop/dynamic-rbac-operator) ⭐ 23  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Dynamically coordinates RBAC permissions based on directory groups or namespace annotations, simplifying user onboarding and access control administration.
 #### RBAC
 
-##### Operators (40)
+##### Operators (39)
 
   - **(2024)** [==FairwindsOps/rbac-manager: RBAC Manager 🌟==](https://github.com/FairwindsOps/rbac-manager) ⭐ 1654  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” RBAC Manager mitigates the configuration overhead of managing Kubernetes users and permissions. It provides structured Custom Resources that simplify standard RoleBindings and ClusterRoleBindings under a clean API.
 ### Enterprise Architecture
 
 #### Air-gapped Environments
 
-##### Operators (41)
+##### Operators (40)
 
   - **(2021)** [openshift.com: Is your Operator Air-Gap Friendly?](https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explains critical design rules for deploying operators inside highly secure, disconnected, or air-gapped systems, detailing offline container registries, local metadata hosting, and strict network configurations.
 ### Multi-tenancy (1)
 
-#### Platform Engineering (1)
+#### Platform Engineering (2)
 
-##### Operators (42)
+##### Operators (41)
 
   - **(2024)** [==Capsule Operator==](https://github.com/projectcapsule/capsule) ⭐ 2095  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Capsule aggregates namespaces into virtual 'tenants', providing secure multi-tenancy. It enforces dynamic network isolation, storage limits, and ingress classes, forming a foundation for platform engineering.
 ### Secrets Management
 
 #### AWS Integration
 
-##### Operators (43)
+##### Operators (42)
 
   - **(2021)** [contentful.com: Open-sourcing kube-secret-syncer: A Kubernetes operator to sync secrets from AWS Secrets Manager](https://www.contentful.com/blog/open-source-kube-secret-syncer) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A detailed technical review describing the open-sourcing of kube-secret-syncer. The tool synchronizes secrets dynamically from AWS Secrets Manager to Kubernetes namespaces, removing manual config synchronization overhead.
+#### Cloud Integrations
+
+##### Azure
+
+  - **(2025)** [Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)](https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662)  [COMMUNITY-TOOL] β€” Explores key architectural patterns for integrating Azure Key Vault (AKV) with Azure Kubernetes Service (AKS). Reviews Azure AD Workload Identity federation, the Secrets Store CSI Driver, and AKS-native mechanisms. Enables engineering teams to eliminate static cloud credentials from cluster runtime contexts.
 #### Multi-provider Secrets
 
-##### Operators (44)
+##### Operators (43)
 
   - **(2024)** [==digitalis-io/vals-operator==](https://github.com/digitalis-io/vals-operator) ⭐ 167  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Utilizes the vals framework to dynamically parse and inject secrets from Vault, AWS SSM, and GCP Secret Manager. It prevents local credential storage risks and eliminates third-party platform lock-in.
 #### Registry Authentication
 
-##### Operators (45)
+##### Operators (44)
 
   - **(2023)** [==registry-creds==](https://github.com/alexellis/registry-creds) ⭐ 350  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Automatically syncs image pull credentials across diverse namespaces from registry platforms like ECR, GCR, and Docker Hub. It solves multi-tenant credential sharing securely without requiring manual duplications.
 #### Simplification
 
-##### Operators (46)
+##### Operators (45)
 
   - **(2022)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) ⭐ 25  [GO CONTENT]  [EMERGING] β€” An experimental secrets management utility that simplifies distributing and syncing environment configurations securely across multiple namespaces.
 ### Vulnerability Management
 
 #### Scanning (1)
 
-##### Operators (47)
+##### Operators (46)
 
   - **(2023)** [==ckotzbauer/vulnerability-operator==](https://github.com/ckotzbauer/vulnerability-operator) ⭐ 87  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Integrates scanning engines with active cluster runtimes, cross-referencing running container image tags against security databases to alert administrators to new vulnerabilities.
 ## Security and Compliance
@@ -585,13 +632,13 @@ description: "Top Kubernetes Operators Controllers resources for 2026, AI-ranked
 #### Cron Engines
 
   - **(2025)** [==github.com/furiko-io/furiko==](https://github.com/furiko-io/furiko) ⭐ 502  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Furiko is an advanced execution platform designed to host ad-hoc and cron jobs in complex production clusters. It expands upon native CronJob limitations by offering comprehensive concurrency controls, deep execution history archives, and parameterized triggers suited for high-throughput batch environments.
-#### Operators (48)
+#### Operators (47)
 
   - **(2024)** [==github.com/ContainerSolutions/delayed-jobs-operator==](https://github.com/ContainerSolutions/delayed-jobs-operator) ⭐ 10  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A minor controller designed to rate-limit or defer the spin-up of batch execution workloads. It introduces explicit queues or temporal delays before initiating pods, safeguarding backend databases from heavy, simultaneous connection storms.
   - **(2024)** [github.com/lukaszraczylo/jobs-manager-operator 🌟](https://github.com/lukaszraczylo/jobs-manager-operator) [GO CONTENT]  [COMMUNITY-TOOL] β€” A specialized job execution supervisor focused on automated lifecycle pruning. It dynamically clears completed or broken jobs based on custom-defined TTL guidelines, preventing etcd congestion caused by historical batch resources.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Docker](./docker.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-releases.md b/v2-docs/kubernetes-releases.md
index e892c349..bee0c86f 100644
--- a/v2-docs/kubernetes-releases.md
+++ b/v2-docs/kubernetes-releases.md
@@ -203,7 +203,7 @@ description: "Curated, AI-ranked Kubernetes Releases resources for the 2026 Clou
   - **(2022)** [datree.io: EKS 1.22 Upgrade Tutorial](https://www.datree.io/resources/eks-1-22-upgrade-tutorial)  [GUIDE] [LEGACY] β€” An operations-oriented technical walkthrough focusing on upgrading Amazon EKS clusters to version 1.22. It documents the impact of deprecated v1beta1 API removals, specifically detailing transitions for Ingress and CustomResourceDefinition objects. SREs can leverage this guide to configure validation scripts and preventative gatekeeping within CI/CD pipelines prior to AWS control-plane updates.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-security.md b/v2-docs/kubernetes-security.md
index c5433962..63d90980 100644
--- a/v2-docs/kubernetes-security.md
+++ b/v2-docs/kubernetes-security.md
@@ -46,13 +46,6 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
 ### Historical Exploit Analysis
 
   - **(2021)** [thenewstack.io: Kubernetes: An Examination of Major Attacks 🌟](https://thenewstack.io/kubernetes-an-examination-of-major-attacks) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Conducts retrospective post-mortems on major real-world Kubernetes security incidents, tracing malicious lateral movements, coin-miner deployments, and critical data breaches back to root posture issues.
-## Cloud Infrastructure
-
-### Azure Networking
-
-#### Security
-
-  - **(2025)** [Building a DDoS Response Plan with Azure DDoS Protection](https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A technical operational playbook on structuring a rapid-response plan using Azure DDoS Protection. It details integration with Azure Firewall, Web Application Firewall (WAF), and automated telemetry routing to mitigate distributed attack vectors while ensuring business continuity for microservice APIs.
 ## Cloud Native Networking
 
 ### Network Policies
@@ -123,6 +116,13 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
 #### Runtime Isolation
 
   - **(2020)** [thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟](https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Compares the security architecture and attack surfaces of primary container runtimes: Docker, CRI-O, and Containerd. Discusses rootless execution, sandboxed runtimes (Kata, gVisor), and syscall filtering.
+## Networking (1)
+
+### CNI
+
+#### Cilium
+
+  - **(2026)** [cilium.io 🌟](https://cilium.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The main website for Cilium, the industry-standard networking, security, and observability engine powered by eBPF. Eliminates routing performance penalties and delivers deep API metrics.
 ## Networking and Security
 
 ### Security Compliance
@@ -181,7 +181,7 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
 ### Hashicorp Vault Integration
 
   - **(2020)** [learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault 🌟](https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” A practical implementation guide showcasing how to leverage the HashiCorp Vault Agent Injector sidecar to dynamically inject secrets directly into application pods via in-memory tmpfs mounts.
-## Security (1)
+## Security
 
 ### Access Control
 
@@ -284,18 +284,11 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
 #### Authentication and Authorization
 
   - **(2022)** [dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security](https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Evaluates enterprise patterns for integrating Kubernetes Role-Based Access Control (RBAC) with corporate directory systems (OIDC, Active Directory). Examines tools like Dex to implement single sign-on (SSO) strategies across multi-cluster environments. Essential reading for cluster operations scaling across departments.
-#### Protocols
-
-  - **(2022)** [curity.io: OAuth 2.0 Overview](https://curity.io/resources/learn/oauth-overview)  [COMMUNITY-TOOL] β€” An industrial-grade review of the OAuth 2.0 protocol specifications, flows, and grant types. Provides system architects with core design criteria to safely establish authorization states between microservice deployments. Underlines secure handling of access, refresh, and id tokens.
-  - **(2022)** [curity.io: OpenID Connect Overview](https://curity.io/resources/learn/openid-connect-overview)  [COMMUNITY-TOOL] β€” Provides a comprehensive architecture overview of OpenID Connect (OIDC) acting as the authentication layer on top of OAuth 2.0. Analyzes ID token syntax, discovery endpoints, and flows for multi-tenant systems. Essential background knowledge for implementing cloud-native federated identities.
 #### SSO
 
   - **(2022)** [dev.to/gabrielbiasi: Automatic SSO in Kubernetes workloads using a sidecar container](https://dev.to/gabrielbiasi/automatic-sso-in-kubernetes-workloads-using-a-sidecar-container-3752)  [COMMUNITY-TOOL] β€” Outlines an automated SSO sidecar integration pattern inside Kubernetes pods, abstracting authentication logic away from application-level containers. Details OAuth token management and redirect intercept strategies executed transparently at the pod level. Simplifies identity integration across multiple microservices.
 ### Identity and Access
 
-#### AKS
-
-  - **(2024)** [From Zero to Hero with Identity and Access Control in Azure Kubernetes Service](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” A comprehensive handbook for architecting identity boundaries in Azure Kubernetes Service (AKS). It details the integration of Entra ID with native Kubernetes RBAC to eliminate static credentials. Utilizing managed identities ensures secure, audit-compliant interactions with external Azure cloud assets.
 #### AWS IRSA
 
 ##### Hybrid Cloud
@@ -444,11 +437,6 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
   - **(2022)** [xenitab.github.io: Kubernetes Ephemeral Container Security 🌟](https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores security boundaries regarding ephemeral debugging containers, analyzing potential escalation threats through 'kubectl debug'. Highlights how improper RBAC permissions on debugging tools can expose the underlying host or container namespace. Outlines defensive constraints like restricting hostIPC and hostPID mappings.
 ### Secrets Management (2)
 
-#### Cloud Integrations (1)
-
-##### Azure
-
-  - **(2025)** [Four Methods to Access Azure Key Vault from Azure Kubernetes Service (AKS)](https://techcommunity.microsoft.com/discussions/azurepartners/four-methods-to-access-azure-key-vault-from-azure-kubernetes-service-aks/4376662)  [COMMUNITY-TOOL] β€” Explores key architectural patterns for integrating Azure Key Vault (AKV) with Azure Kubernetes Service (AKS). Reviews Azure AD Workload Identity federation, the Secrets Store CSI Driver, and AKS-native mechanisms. Enables engineering teams to eliminate static cloud credentials from cluster runtime contexts.
 #### Conceptual (1)
 
   - **(2022)** [macchaffee.com: Plain Kubernetes Secrets are fine 🌟](https://www.macchaffee.com/blog/2022/k8s-secrets)  [COMMUNITY-TOOL] β€” An alternative architectural perspective defending native Kubernetes Secrets. Argues that when matched with strong RBAC controls, namespace boundaries, and cluster-level etcd KMS encryption, native solutions provide sufficient enterprise protection.
@@ -577,7 +565,7 @@ description: "Top Kubernetes Security resources for 2026, AI-ranked: kube-bench,
   - **(2020)** [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [SHELL CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” Provides hardening steps for securing developer workstation `~/.kube/config` files. Details POSIX permissions adjustments, the usage of credential helpers, and avoiding static administrative token storage.
 
 ---
-πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md)
+πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-storage.md b/v2-docs/kubernetes-storage.md
index 4d56c958..b8e1ea96 100644
--- a/v2-docs/kubernetes-storage.md
+++ b/v2-docs/kubernetes-storage.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEBS and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubernetes Storage resources for 2026, AI-ranked: OpenEBS, Longhorn and more β€” curated Cloud Native tools, guides and references."
 ---
 # Kubernetes Storage. Cloud Native Storage
 
@@ -20,6 +20,13 @@ description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEB
   - [portworx.com: Kubernetes Persistent Volume Tutorial by Portworx](https://portworx.com/tutorial-kubernetes-persistent-volumes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering portworx.com: Kubernetes Persistent Volume Tutorial by Portworx in the Kubernetes Tools ecosystem.
   - [Portworx](https://portworx.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Portworx in the Kubernetes Tools ecosystem.
   - [LightOS](https://www.lightbitslabs.com/product)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering LightOS in the Kubernetes Tools ecosystem.
+## Cloud Architecture and Infrastructure Strategy
+
+### Storage and Hybrid Systems
+
+#### Topology Comparison
+
+  - **(2023)** [**blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds**](https://www.min.io/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Details the comparative trade-offs between mono-cloud, multi-cloud, and hybrid cloud topologies from an object storage and data gravity perspective. MinIO highlights the critical role of data portability and standardized APIs (S3) in enabling architectural freedom across multi-cloud footprints.
 ## Cloud Infrastructure and Orchestration
 
 ### Storage and Databases
@@ -76,6 +83,23 @@ description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEB
 #### Storage Paradigms (1)
 
   - **(2020)** [thenewstack.io: Compute and Storage Should Be Decoupled for Log Management at Scale](https://thenewstack.io/why-compute-and-storage-should-be-decoupled-for-log-management-at-scale) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An architectural case study advocating for the strict decoupling of compute nodes and storage backends within log-aggregation systems. This pattern, exemplified by Loki and Elasticsearch, ensures that volatile search workloads do not degrade raw historical index durability.
+## Database and Storage
+
+### Storage Infrastructure
+
+#### Persistent Volumes
+
+  - **(2020)** [developers.redhat.com: Persistent storage in action: Understanding Red Hat OpenShift’s persistent volume framework 🌟](https://developers.redhat.com/blog/2020/10/22/persistent-storage-in-action-understanding-red-hat-openshifts-persistent-volume-framework) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Deep-dives into Red Hat OpenShift's persistent volume (PV) framework, focusing on the Container Storage Interface (CSI). Explains dynamic storage allocation, access modes, and how to safely secure transaction-heavy datastores.
+## Enterprise Integration
+
+### Cloud-native Storage
+
+#### IBM Spectrum Scale Integration
+
+  - **(2020)** [redbooks.ibm.com: IBM Storage for Red Hat OpenShift. IBM block storage & IBM Spectrum Scale](https://www.redbooks.ibm.com/abstracts/redp5565.html) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” This comprehensive Redbook outlines deployment architecture guidelines for IBM Block Storage and IBM Spectrum Scale CSI drivers within OpenShift environments. It details technical patterns for high-performance file sharing, security isolation, multi-zone availability, and persistent volume provisioning needed for enterprise-grade workloads.
+#### IBM Storage Systems
+
+  - **(2022)** [IBM Spectrum](https://www.ibm.com/solutions) [NONE CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” IBM Spectrum (now rebranded under IBM Storage) delivers enterprise-grade software-defined storage architectures tailored for highly demanding Kubernetes deployments. The portfolio provides integrated high-performance block, file, and object interfaces designed for secure backup, recovery, and dynamic persistent volume management in complex hybrid-cloud ecosystems.
 ## Kubernetes Storage Implementation
 
 ### Persistent Volumes and Provisioners
@@ -97,28 +121,13 @@ description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEB
   - **(2021)** [blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes Volumes](https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes) [N/A CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A detailed New Relic platform tutorial detailing how Kubernetes Volumes function. It maps practical configurations from local directories up to persistent network volumes, helping engineers establish robust observability patterns around disk metrics.
   - **(2021)** [kubermatic.com: Keeping the State of Apps 1: Introduction to Volume and volumeMounts](https://www.kubermatic.com/blog/keeping-the-state-of-apps-1-introduction-to-volume-and-volumemounts) [N/A CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A focused architectural introduction explaining the crucial distinction between a declared Volume (the backend data provider) and a volumeMount (how that data is projected inside a container). It covers essential syntax parameters for configuration.
   - **(2021)** [matthewpalmer.net: Filesystem vs Volume vs Persistent Volume 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html) [N/A CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A developer-oriented guide explaining the conceptual differences between filesystems, generic container volumes, and Persistent Volumes. It uses clear examples, such as an NFS-backed Volume, to clarify how and when to use each configuration pattern.
-## Platform Engineering
-
-### Ecosystem
-
-#### Marketplace
-
-  - **(2024)** [Red Hat Marketplace](https://marketplace.redhat.com/sunset) 🌟🌟 [COMMUNITY-TOOL] β€” Originally a portal dedicated to discovering, buying, and provisioning certified operators and third-party software on OpenShift. While the standalone portal has transitioned, the actual operational flow has been assimilated directly into the internal OpenShift OperatorHub interface.
 ## Storage
 
-### Distributed Storage
-
-#### Ceph
-
-  - **(2026)** [Red Hat Ceph Storage](https://ceph.io/en) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Red Hat Ceph Storage is an enterprise product offering distributed block, file, and object storage coupled with multi-cloud data federation via NooBaa. It incorporates enterprise efficiency tools like global data compression, data deduplication, asynchronous multi-site replication, and strong encryption policies.
 ### Enterprise Storage
 
 #### Legacy Platforms
 
   - **(2020)** [Reduxio](https://www.reduxio.com) [N/A CONTENT]  [LEGACY] β€” Reduxio was an enterprise storage innovator that designed unified primary and secondary storage frameworks with granular, instantaneous recovery capabilities. Though the product has transitioned into a legacy technology, its foundational approaches to metadata-defined back-dating continue to influence cloud-native backup paradigms.
-#### Red Hat Storage
-
-  - **(2021)** [State of OpenShift Container Storage](https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat)  [COMMUNITY-TOOL] β€” This architectural overview analyzes the Red Hat OpenShift Container Storage platform (now OpenShift Data Foundation). It details how combining Ceph, NooBaa, and Rook creates an integrated control plane to deliver multi-cloud block, file, and object endpoints for OpenShift workloads.
 ### Kubernetes CSI
 
 #### Documentation
@@ -186,9 +195,6 @@ description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEB
 #### Storage Operators
 
   - **(2026)** [==libopenstorage/stork: Stork - Storage Operator Runtime for Kubernetes==](https://github.com/libopenstorage/stork) ⭐ 401  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Stork (Storage Operator Runtime for Kubernetes) is an open-source utility developed by Portworx to facilitate storage-aware scheduling and backup operations. It communicates with local storage nodes to ensure container workloads are scheduled on the exact physical hardware housing their replicated volumes.
-#### Storage Orchestrators
-
-  - **(2026)** [==Rook==](https://rook.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Rook acts as a production-hardened CNCF graduated storage orchestrator that natively embeds Ceph within Kubernetes. By managing disks, pools, and filesystems as declarative resources, Rook eliminates manual storage administration and bridges Kubernetes-native paradigms with high-availability bare metal storage.
 ### Object Storage (1)
 
 #### Minio
@@ -209,9 +215,14 @@ description: "Top Kubernetes Storage resources for 2026, AI-ranked: Rook, OpenEB
 #### Industry Research
 
   - **(2021)** [dok.community: Data on Kubernetes 2021 Report](https://dok.community/dokc-2021-report)  [CASE STUDY] [COMMUNITY-TOOL] β€” This classic report maps standard adoption trends of stateful workloads in containerized environments. It highlights performance, operations, and resource efficiency as key factors convincing enterprises to run workloads on native Kubernetes storage pools instead of external infrastructure.
+### Performance Benchmarking
+
+#### Etcd Storage Tuning
+
+  - **(2021)** [ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd](https://www.ibm.com/think/cloud) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Practical benchmarking guide using the `fio` utility to measure disk write latency, specifically validating physical storage readiness for critical Kubernetes Etcd backends. Outlines how high write latency triggers cluster-wide instability and master-node leader election failures. Crucial reading for systems administrators configuring bare-metal or hypervisor storage fabrics.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-tools.md b/v2-docs/kubernetes-tools.md
index 6c546881..4d8fc29e 100644
--- a/v2-docs/kubernetes-tools.md
+++ b/v2-docs/kubernetes-tools.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kaniko and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubernetes Tools resources for 2026, AI-ranked: k8scr, Kadalu and more β€” curated Cloud Native tools, guides and references."
 ---
 # Kubernetes Plugins, Tools, Extensions and Projects
 
@@ -300,19 +300,9 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Integration Tools
 
   - **(2020)** [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) ⭐ 29  [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A lightweight utility developed to bridge Envoy configuration directly with Kubernetes API endpoints. It parses Kubernetes services and endpoints to dynamically construct Envoy-compatible bootstrap configurations. While highly illustrative of early custom control plane mechanics, it has largely been superseded by native Kubernetes Gateway API and modern Envoy-based ingress controllers.
-## Cloud Native Operations
-
-### Kubernetes (1)
-
-#### Configuration Management (1)
-
-  - **(2021)** [**k8syaml.com 🌟**](https://k8syaml.com) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive web environment designed to generate clean, standard Kubernetes manifests based on best-practice configurations. It enables operators to construct and validate resources without writing boilerplate templates from scratch.
-#### Policy Enforcement
-
-  - **(2021)** [**dev.to: Automating quality checks for Kubernetes YAMLs**](https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed technical guide demonstrating how to integrate automated quality controls for Kubernetes manifests within build pipelines. It explains how to combine linters and security checks to validate configurations before they are deployed.
 ## Cloud Native Platforms
 
-### Kubernetes (2)
+### Kubernetes (1)
 
 #### Multi-arch Telemetry
 
@@ -378,7 +368,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Multi-tenant Provisioner
 
   - **(2021)** [salesforce/Craft](https://github.com/salesforce/craft) ⭐ 91  [GO CONTENT] [ADVANCED LEVEL] 🌟 [LEGACY] β€” Salesforce Craft was a specialized framework built for designing, orchestrating, and provisioning scalable multi-tenant infrastructure. It has since been archived, with its capabilities transitioned to Cloud Provider APIs and Cluster API.
-### Configuration Management (2)
+### Configuration Management (1)
 
 #### Dynamic Metadata
 
@@ -471,7 +461,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Cdk8s
 
   - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) ⭐ 4823  [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The GitHub repository containing the core source code for CDK8s. It allows developers to model Kubernetes resources as structured code in TypeScript, Python, Java, or Go. It features full support for custom-generated CRDs, letting platform teams build clean, reusable configuration libraries.
-## Configuration Management (3)
+## Configuration Management (2)
 
 ### Declarative Gitops
 
@@ -508,7 +498,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
   - **(2026)** [==Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟==](https://github.com/FairwindsOps/pluto) ⭐ 2531  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” An essential static analysis tool that inspects files, Helm releases, and live clusters to detect deprecated or removed Kubernetes API versions. Prevents cluster upgrade disruptions by proactively targeting obsolete resource configurations.
 ## Container Orchestration
 
-### Kubernetes (3)
+### Kubernetes (2)
 
 #### EKS
 
@@ -595,11 +585,6 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Developer Productivity
 
   - **(2025)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) ⭐ 3550  [SHELL CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An essential interactive troubleshooting tool that opens a secure tmate SSH session directly into active GitHub Actions runners, enabling real-time terminal diagnostics of failing pipeline runs.
-### Platform Engineering
-
-#### Kubernetes Management
-
-  - **(2025)** [Devtron Labs: Devtron provides a 'seamless,’ 'implementation agnostic uniform interface' across Kubernetes Life Cycle integrated with most Opensource and commercial tools](https://devtron.ai) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An open-source, tool-agnostic application management platform for Kubernetes. Unifies discrete CI/CD workflows, GitOps, observability tooling, and cluster resource debugging into a single visual interface, drastically lowering cognitive load.
 ## DevOps
 
 ### Infrastructure As Code (1)
@@ -646,7 +631,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Traffic Management
 
   - **(2022)** [==kubectl-isolate==](https://github.com/yteraoka/kubectl-isolate) ⭐ 10  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A troubleshooting plugin that temporarily isolates running pods from Service network targets by modifying selector labels. Enables in-depth live diagnostics on broken pod targets without tearing down functional setups.
-### Configuration Management (4)
+### Configuration Management (3)
 
 #### Visual Generators
 
@@ -867,7 +852,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Deployment Helpers
 
   - **(2022)** [==github.com/lsdopen/ahoy==](https://github.com/lsdopen/ahoy) ⭐ 78  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Ahoy streamlines deployment validation in delivery pipelines by managing Kubernetes manifest configurations. It works as an intermediary script engine to verify configuration structures prior to deployment execution. It helps teams ensure compliance inside automated pipelines.
-### Configuration Management (5)
+### Configuration Management (4)
 
 #### Developer Productivity (1)
 
@@ -1031,7 +1016,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Rolling Upgrades
 
   - **(2024)** [==RollingUpgrade==](https://github.com/keikoproj/upgrade-manager) ⭐ 138  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An AWS-integrated upgrade manager operator that coordinates automated rolling restarts and updates of autoscaling group instances. Ensures worker nodes are drained safely and sequentially without causing disruptions to critical services.
-### Platform Engineering (1)
+### Platform Engineering
 
 #### Gitops Platforms
 
@@ -1133,7 +1118,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Tooling (2)
 
   - **(2022)** [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) ⭐ 187  [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A scanning utility that audits existing clusters to determine the absolute cheapest VM instance shapes capable of hosting current workloads. Ensures high-availability parameters and compute requirements are fully met before suggesting migration profiles.
-## Kubernetes (4)
+## Kubernetes (3)
 
 ### Aiops
 
@@ -1172,14 +1157,14 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Visualization
 
   - **(2022)** [==github.com/oslabs-beta/oslabs==](https://github.com/oslabs-beta/KubernOcular) ⭐ 65  [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” KubernOcular is an open-source visualizer and troubleshooting tool designed to map and monitor live Kubernetes topologies. It helps operators identify bottlenecks and configuration misalignments by representing workloads and networking rules in an intuitive graphical flow.
-### Platform Engineering (2)
+### Platform Engineering (1)
 
 #### Control Planes
 
   - **(2022)** [salaboy.com: Building platforms on top of Kubernetes: VCluster and Crossplane](https://www.salaboy.com/2022/08/03/building-platforms-on-top-of-kubernetes-vcluster-and-crossplane) [MARKDOWN CONTENT]  [COMMUNITY-TOOL] β€” An architectural analysis exploring how to assemble developer platforms using Crossplane for cloud resource provisioning and vcluster for lightweight, isolated virtual control planes. It underscores the modern paradigm of 'Kubernetes as a control plane' rather than just a container orchestrator.
 ## Kubernetes and Container Orchestration
 
-### Platform Engineering (3)
+### Platform Engineering (2)
 
 #### Appops and Gitops
 
@@ -1361,11 +1346,6 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
   - **(2021)** [uw-labs.github.io: Kubernetes Semaphore: A modular and nonintrusive framework' for cross cluster communication](https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A modular, non-intrusive framework facilitating cross-cluster orchestration and synchronized tasks. It addresses inter-cluster resource coordination without requiring deep, heavy service meshes or persistent site-to-site VPN tunnels.
 ## Networking and Security
 
-### Access Control (1)
-
-#### Identity Gateways
-
-  - **(2026)** [==Teleport 🌟==](https://github.com/gravitational/teleport) ⭐ 20488  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier multi-protocol infrastructure access gateway. Teleport consolidates SSH, database, web app, and Kubernetes API session access into an audited, identity-backed portal with detailed record-keeping, biometric integration, and enterprise access reviews.
 ### Admission Control (3)
 
 #### DNS Configuration
@@ -1805,7 +1785,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Visualizer
 
   - **(2021)** [sciuro](https://github.com/cloudflare/sciuro) ⭐ 180  [TYPESCRIPT CONTENT] 🌟🌟 [EMERGING] β€” An experimental graphical interface developed by Cloudflare to visualize Kubernetes workloads, cluster nodes, and networking paths in real time. It was designed to highlight resource topology and mapping structures. In 2026, the repository is unmaintained but serves as an informative architectural archetype for web UI mapping.
-### Platform Engineering (4)
+### Platform Engineering (3)
 
 #### Control Planes (1)
 
@@ -1950,7 +1930,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Cloud Foundry
 
   - **(2022)** [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) ⭐ 292  [GO CONTENT] 🌟🌟 [LEGACY] β€” An implementation of Cloud Foundry designed to run natively on Kubernetes, blending the Cloud Foundry developer experience (cf push) with Kubernetes infrastructure. By 2026, this repository is archived as Cloud Foundry has transitioned its Kubernetes strategy toward more modular tools (like Korifi), rendering this specific integrated project a legacy reference.
-## Platform Engineering (5)
+## Platform Engineering (4)
 
 ### Application Delivery (2)
 
@@ -2044,7 +2024,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
   - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Open Cluster Management (OCM) is a modular, extensible CNCF project designed to orchestrate fleets of Kubernetes clusters at scale. It defines standardized API abstractions for cluster registration, application deployment policies, and compliance management.
 ### Multi-tenancy (3)
 
-#### Policy Enforcement (1)
+#### Policy Enforcement
 
   - **(2020)** [==platformengineering.org/tools/capsule ⭐==](https://platformengineering.org/tools/capsule) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Capsule provides native multi-tenancy in single Kubernetes clusters by implementing lightweight tenant abstractions. Operating as a custom operator, it manages namespaces without replacing standard Kubernetes APIs or creating separate control planes. It is highly valued for enforcing governance limits in shared enterprise platforms.
 ### Service Mesh Management
@@ -2129,7 +2109,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
   - **(2024)** [Azure/placement-policy-scheduler-plugins](https://github.com/Azure/placement-policy-scheduler-plugins) ⭐ 55  [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” This repository contains custom scheduling plugins for the Kubernetes default scheduler, built by Azure. They implement advanced scheduling topologies like strict fault-domain placement, proximity-based scheduling, and specialized multi-tenant constraints, providing deep scheduling control for hyperscale enterprise architectures.
 ## Security (1)
 
-### Access Control (2)
+### Access Control (1)
 
 #### RBAC Audit
 
@@ -2252,7 +2232,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 ##### Legacy Tools (1)
 
   - **(2018)** [==box/kube-exec-controller==](https://github.com/box/kube-exec-controller) ⭐ 126  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Controller to restrict and audit shell execution inside Kubernetes pods. Live Grounding: Inactive for over five years. Superseded by newer ephemeral container mechanics, admission controllers (OPA/Kyverno), and modern service mesh execution boundaries.
-### Policy Enforcement (2)
+### Policy Enforcement (1)
 
 #### Admission Control (5)
 
@@ -2379,7 +2359,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 #### Penetration Testing
 
   - **(2021)** [intellipaat.com: What is Penetration Testing?](https://intellipaat.com/blog/what-is-penetration-testing)  [COMMUNITY-TOOL] β€” This resource is an introductory educational article outlining the core principles, methodologies, and phases of penetration testing. It serves as a foundational guide for engineers transitioning into security-conscious infrastructure architectures.
-### Policy Enforcement (3)
+### Policy Enforcement (2)
 
 #### Educational Material (5)
 
@@ -2416,7 +2396,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
 
   - **(2026)** [==Checkov 🌟==](https://github.com/bridgecrewio/checkov) ⭐ 8790  [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Checkov is a static code analysis tool for Infrastructure as Code (IaC) that scans Kubernetes manifests, Helm charts, Terraform, and cloud-provider templates for misconfigurations and security risks, acting as a critical CI/CD gatekeeper.
   - **(2020)** [sKan](https://github.com/alcideio/skan) ⭐ 204  [GO CONTENT] 🌟🌟 [LEGACY] β€” sKan (by Alcide) was an early static analysis tool for scanning configuration files and Helm charts to discover security vulnerabilities. It has since been archived, with modern platforms choosing robust, active alternatives such as Checkov.
-### Configuration Management (6)
+### Configuration Management (5)
 
 #### Backup Tools
 
@@ -2566,7 +2546,7 @@ description: "Top Kubernetes Tools resources for 2026, AI-ranked: nerdctl, kanik
   - **(2020)** [github.com/alexellis/run-job](https://github.com/alexellis/run-job) ⭐ 211  [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A developer-oriented utility written in Go to quickly trigger Kubernetes Jobs, track execution statuses, and stream execution logs directly to stdout. Simplifies local workflow testing and diagnostic debugging.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/kubernetes-troubleshooting.md b/v2-docs/kubernetes-troubleshooting.md
index 38094aaa..d780815b 100644
--- a/v2-docs/kubernetes-troubleshooting.md
+++ b/v2-docs/kubernetes-troubleshooting.md
@@ -42,13 +42,6 @@ description: "Top Kubernetes Troubleshooting resources for 2026, AI-ranked: Awes
 #### Flatcar Linux
 
   - **(2024)** [kinvolk.io](https://kinvolk.io) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The official portal of Kinvolk (acquired by Microsoft), pioneers of Flatcar Container Linux, Lokomotive Kubernetes, and Inspektor Gadget. The platform represents an essential pillar in the development of minimal, immutable operating systems and eBPF-based Kubernetes tooling.
-## Container Runtimes
-
-### Containerd
-
-#### Ctr CLI
-
-  - **(2023)** [labs.iximiuz.com: How to work with container images using ctr](https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Deep technical laboratory exercise focused on managing low-level container images using the containerd 'ctr' CLI. Vital for operations engineers debugging nodes directly where high-level runtimes like docker are not installed.
 ## Development Workflow
 
 ### Local Development
@@ -56,6 +49,13 @@ description: "Top Kubernetes Troubleshooting resources for 2026, AI-ranked: Awes
 #### Bridge To Kubernetes
 
   - **(2021)** [thorsten-hans.com: Debugging apps in Kubernetes with Bridge](https://www.thorsten-hans.com/debugging-apps-in-kubernetes-with-bridge)  [COMMUNITY-TOOL] [GUIDE] β€” Hands-on guide focusing on Microsoft's 'Bridge to Kubernetes' tool for direct local debugging within an active cluster context. Evaluates how the mechanism redirects traffic to a local machine without modifying production routing topologies.
+## Infrastructure
+
+### Compute
+
+#### CPU Performance
+
+  - **(2023)** [The Hidden CPU Throttling Crisis in Kubernetes Clusters](https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Investigates latency spikes caused by the Linux CFS (Completely Fair Scheduler) quota enforcement mechanism in Kubernetes. Highlights how kernel bugs throttle containerized workloads even when usage is far below limits, providing remediation strategies such as adjusting quotas or using CPU pins.
 ## Kubernetes
 
 ### Core Mechanics
@@ -169,6 +169,7 @@ description: "Top Kubernetes Troubleshooting resources for 2026, AI-ranked: Awes
   - **(2021)** [github.com/JamesTGrant/kubectl-debug](https://github.com/JamesTGrant/kubectl-debug) ⭐ 373  [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A kubectl plugin designed to launch temporary debugging containers within a target pod namespace. Streamlines manual container introspection prior to the widespread adoption of native ephemeral containers.
 #### CLI Operations
 
+  - **(2023)** [A Complete Guide to Kubectl exec](https://refine.dev/blog/kubectl-exec-command)  [COMMUNITY-TOOL] [GUIDE] β€” Comprehensive guide explaining the inner workings of the 'kubectl exec' command. Breaks down how connection handshakes occur between the API server, Kubelet, and container runtimes (CRI).
   - **(2021)** [thenewstack.io: Living with Kubernetes: 12 Commands to Debug Your Workloads 🌟](https://thenewstack.io/living-with-kubernetes-12-commands-to-debug-your-workloads)  [COMMUNITY-TOOL] β€” Curated list of 12 essential kubectl commands designed to streamline low-level container and network diagnostics. Targets common day-2 operational challenges, addressing resource pressure, storage attachments, and system event inspection.
 #### Container Debugging
 
@@ -212,7 +213,7 @@ description: "Top Kubernetes Troubleshooting resources for 2026, AI-ranked: Awes
   - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) ⭐ 311  [C# CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A high-performance, desktop-optimized UI designed to stream, monitor, and interact with live cluster metrics and objects. It enhances developer agility through dynamic views of multi-cluster namespaces and active workload metrics.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/kubernetes-tutorials.md b/v2-docs/kubernetes-tutorials.md
index e1428145..8c58948c 100644
--- a/v2-docs/kubernetes-tutorials.md
+++ b/v2-docs/kubernetes-tutorials.md
@@ -76,13 +76,6 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 #### Hands-on Learning
 
   - **(2026)** [AKS Labs - Introduction](https://azure-samples.github.io/aks-labs/docs/intro) [MARKDOWN CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Hands-on, engineer-designed technical playground for AKS configurations. Deep dives into Advanced CNI options, Cilium-driven security schemas, network boundaries, and workload identity bindings.
-## Deployment and Delivery
-
-### CICD
-
-#### Jenkins
-
-  - **(2023)** [Back of the Napkin Guide to Updating Jenkins](https://www.jenkins.io/blog/2023/10/31/marc-s-napkin-upgrade-guide)  [GUIDE] [LEGACY] β€” A pragmatic quick-reference outlining safe, robust upgrade strategies for legacy Jenkins master/agent nodes. Covers JVM runtime alignment, plugins dependency management, and core server updates with minimum outage windows.
 ## DevOps
 
 ### Automation
@@ -90,6 +83,13 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 #### Education Tooling
 
   - **(2023)** [Quiz Grader](https://github.com/ned1313/quiz-grader) [PYTHON CONTENT]  [COMMUNITY-TOOL] β€” A lightweight utility engineered to automate the grading and feedback of quizzes and programming assignments. Processes markdown-based inputs to generate structured performance assessments, supporting classroom and self-assessment operations.
+## Frontend Development
+
+### React Framework
+
+#### State Management
+
+  - **(2019)** [useHooks - React Hooks Library](https://usehooks.com) [TYPESCRIPT CONTENT]  [COMMUNITY-TOOL] β€” Production-ready React hook recipes facilitating decoupled side effects, event listener bindings, dynamic state persistence, and responsive UI behaviors without custom boilerplate code.
 ## Fundamentals
 
 ### Developer Workflows
@@ -97,6 +97,22 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 #### Architecture
 
   - **(2020)** [millionvisit.blogspot.com: Kubernetes for Developers #1: Kubernetes Architecture and Features 🌟](https://millionvisit.blogspot.com/2020/12/kubernetes-for-developers-1-kubernetes-architecture.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A developer-first manual illustrating structural components and cluster design properties. Guides programmers to understand how their API payload deployments translates to actual container lifecycle actions on physical machines.
+## Infrastructure
+
+### Networking
+
+#### Fundamentals (1)
+
+##### Service Discovery
+
+  - **(2024)** [**Kubernetes Services and Load Balancing Explained**](https://learnkube.com/kubernetes-services-and-load-balancing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A contemporary structural breakdown explaining how Kubernetes leverages service endpoints to build abstract load balancing layers. Reviews the operations of kube-proxy in writing local node routing rules and traces how traffic migrates from virtual endpoints to real pod ports.
+## Kubernetes
+
+### Troubleshooting
+
+#### Guides
+
+  - **(2023)** [Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions](https://autodotes.com/posts/s90PP9397WYTsAWaRapd)  [COMMUNITY-TOOL] β€” A robust troubleshooting guide compiling common pitfalls, anti-patterns, and direct remedies for everyday Kubernetes operation. It spans topics from service networking misconfigurations to persistent volume mounting failures. This resource provides clear checklists to help platform engineers accelerate incident resolution times.
 ## Kubernetes Tools
 
 ### General Reference
@@ -111,7 +127,7 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 ##### Foundations
 
   - **(2026)** [==youtube playlist: Tech World with Nana - Docker and Kubernetes Tutorial for Beginners 🌟🌟==](https://www.youtube.com/playlist?list=PLy7NrYWoggjwPggqtFsI_zMAwvG0SqYCb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” An industry-defining video guide pairing OCI engine theory with localized container orchestration operations. Illustrates packaging programs, managing dependencies, configuring networks, and running resilient deployment manifests.
-### Kubernetes
+### Kubernetes (1)
 
 #### Comprehensive Reference
 
@@ -122,7 +138,7 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 ##### Platform Engineering
 
   - **(2026)** [==100 Days Of Kubernetes: 100daysofkubernetes.io==](https://100daysofkubernetes.io) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” A highly progressive community learning roadmap tracing advanced modern platform architectures. Chronicles continuous topics ranging from standard containers to advanced Envoy proxying, service meshes, and GitOps deployments.
-#### Fundamentals (1)
+#### Fundamentals (2)
 
   - **(2025)** [**devopscube.com: Kubernetes Tutorials For Beginners: Getting Started Guide**](https://devopscube.com/kubernetes-tutorials-beginners) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exceptional introductory portal that distills container architecture into highly digestible guides. Explores standard pod mechanics, ingress controllers, environment configs, and scaling strategies with clean procedural steps.
 #### Hands-on Labs (1)
@@ -164,7 +180,7 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 ##### Enterprise Fundamentals
 
   - **(2024)** [**youtube playlist: DevNation Lessons: Kubernetes Fundamentals**](https://www.youtube.com/playlist?list=PLf3vm0UK6HKpOqIY2fcu_M0sCSpluyXMW) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Red Hat's developer lessons focused on real-world system patterns, detailing secure service integration, configurations separation, and cluster administration patterns within heavy enterprise networks.
-##### Fundamentals (2)
+##### Fundamentals (3)
 
   - **(2024)** [youtube playlist: Thetips4you - Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An introductory video collection teaching standard configuration, secret integration, dynamic cloud volumes, and fundamental deployment syntax. Recommended for engineers transitioning from traditional VM hypervisors.
 ##### Networking and Core
@@ -185,11 +201,6 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
 #### Learning Hubs
 
   - **(2025)** [Red Hat Training & Certification Community](https://access.redhat.com/community/learn) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Red Hat's official training ecosystem community. It offers platform operators, architects, and developers verified learning pathways, course materials, and labs covering OpenShift administration and cloud-native practices.
-### Legacy Sandboxes
-
-#### Interactive Learning
-
-  - **(2022)** [katacoda.com 🌟](https://www.katacoda.com) 🌟 [COMMUNITY-TOOL] β€” Katacoda was a widely used interactive browser platform for practicing Kubernetes and container administration. The platform was officially terminated by O'Reilly in 2022. Platform engineers in 2026 utilize alternatives like Killercoda for sandbox exercises.
 ## Professional Development
 
 ### Opinion and Strategy (1)
@@ -199,6 +210,11 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
   - **(2022)** [javarevisited.blogspot.com: Top 5 Online Courses to Learn Kubernetes in 2022 - Best of Lot](https://javarevisited.blogspot.com/2020/06/top-5-courses-to-learn-kubernetes-for-devops-and-certification.html) 🌟🌟 [COMMUNITY-TOOL] β€” An structured analytical review of high-performing cloud education resources. Evaluates programs based on practice exam quality, physical lab setups, and compliance with CNCF certification paths.
 ## Software Engineering
 
+### Collaboration
+
+#### Documentation Specifications
+
+  - **(2023)** [Open Source Friday: Spec Kit - What it is, the problems it solves, and how clear specs make collaboration work](https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy)  [COMMUNITY-TOOL] β€” Focuses on 'Spec Kit' - an open framework designed to facilitate collaborative creation of technical specifications. Details how clear, shared specification templates improve open-source contributions, bridge communication gaps between product and engineering, and keep technical debt in check.
 ### Education (1)
 
 #### Systems Programming
@@ -206,7 +222,7 @@ description: "Top Kubernetes Tutorials resources for 2026, AI-ranked: Build Your
   - **(2024)** [==Build Your Own X==](https://github.com/codecrafters-io/build-your-own-x) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An immensely popular community-driven compilation of step-by-step guides for building complex software systems (compilers, databases, operating systems, Docker) from scratch. Perfect for deep pedagogical exploration of core engineering systems.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/kubernetes.md b/v2-docs/kubernetes.md
index 81769619..cce82079 100644
--- a/v2-docs/kubernetes.md
+++ b/v2-docs/kubernetes.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Available kubectl plugins and more β€” curated Cloud Native tools, guides and references."
+description: "Top Kubernetes resources for 2026, AI-ranked: Available kubectl plugins, Awesome Kubectl plugins and more β€” curated Cloud Native tools, guides and references."
 ---
 # Kubernetes
 
@@ -195,7 +195,6 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2026)** [==github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations' of common Kubernetes patterns==](https://github.com/sharadbhat/KubernetesPatterns) ⭐ 72  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A practical repository offering concrete YAML and Golang implementations of classic design patterns. Highly valuable for application developers, as it translates theoretical paradigms like Ambassadors and Adapters into functioning Go code and matching Kubernetes manifests.
 #### Sidecar Pattern
 
-  - **(2023)** [thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape](https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores how native sidecar containers (introduced in K8s 1.28) redefine load-testing execution. By decoupling helper utilities from core application workloads, sidecars simplify performance benchmarking and operational telemetry.
   - **(2023)** [dev.to/fermyon: Scaling Sidecars to Zero in Kubernetes](https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Evaluates serverless techniques to scale resource-intensive sidecars down to zero when idle. Addresses the lifecycle synchronization challenges between the application container and its helper sidecar instances.
 #### Standard Practice
 
@@ -255,6 +254,11 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Control Loops
 
   - **(2026)** [learnsteps.com: How Kubernetes works on reconciler pattern](https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A breakdown detailing the core control loop underlying Kubernetes' architecture: the state reconciliation pattern. Explains how controllers constantly poll state using an active feedback loop, identifying deviations between target specifications and current infrastructure status, and scheduling atomic changes to reconcile them.
+### Kubernetes Enhancements
+
+#### Resources
+
+  - **(2021)** [==KEP-2837: Especificaciones de Recursos a Nivel de Pod==](https://github.com/kubernetes/enhancements/blob/ddf7d2a8c098e97b0714f31e88abad3b3e0e706c/keps/sig-node/2837-pod-level-resource-spec/README.md) ⭐ 3887  [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A critical Kubernetes Enhancement Proposal (KEP) addressing resource specification directly at the Pod level rather than duplicating definitions across individual container configurations. This proposed structural shift promises to optimize vertical pod autoscaling, simplify scheduler math, and streamline declarative application configurations.
 ### Microservices (1)
 
 #### Platform Engineering
@@ -377,9 +381,6 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Historical Data
 
   - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2)  [CASE STUDY] [EMERGING] β€” A historical analysis of the cloud-native recruitment landscape in Q2 2021. Tracks emerging salary ranges, high-demand Kubernetes technical sub-skills (Helm, GitOps, Prometheus), and regional job opportunities across North America and Europe.
-#### Salary Analytics
-
-  - **(2022)** [kube.careers: Kubernetes jobs market trends for 2022 Q4](https://kube.careers)  [CASE STUDY] [COMMUNITY-TOOL] β€” Provides end-of-year 2022 hiring telemetry. Synthesizes standard prerequisites for engineering levels, emphasizing the transformation of Kubernetes knowledge from a specialized 'plus' to a fundamental baseline requirement across software engineering roles.
 ### Skill Alignment
 
 #### Container Orchestration (1)
@@ -404,6 +405,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Overview
 
   - **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless/) [SPANISH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” In-depth analysis exploring execution concepts, billing architectures, scalability curves, and performance tradeoffs inherent in Serverless patterns. Details key differences between FaaS, cloud-managed runtimes, and self-hosted Knative workloads.
+## Cloud Architecture and Infrastructure Strategy
+
+### High Availability (1)
+
+#### Multi-region Deployments
+
+  - **(2023)** [==engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep Dive==](https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” A real-world architectural dissection of how monday.com implemented a highly resilient, multi-regional cloud strategy to improve latency and adhere to strict regional data regulations. Explains state replication strategies, request routing optimizations, and database scaling bottlenecks encountered during global scaling.
 ## Cloud Infrastructure
 
 ### Azure Networking
@@ -411,6 +419,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Latency Optimization
 
   - **(2025)** [Reduce Latency with Azure Proximity Placement Groups](https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement-groups) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Analyzes the utility of Azure Proximity Placement Groups (PPGs) to achieve sub-millisecond physical latency for interdependent compute resources. It outlines design considerations for co-locating VMs, Virtual Machine Scale Sets, and Kubernetes nodes within the same physical data center boundary to support high-performance microservices.
+## Cloud Infrastructure and Orchestration
+
+### Container Orchestration (2)
+
+#### Helm and Packaging
+
+  - **(2022)** [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [YAML CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive deep-dive tutorial series on orchestrating .NET applications inside Kubernetes using Helm. Analyzes templating, YAML manifests, dependency injections, dynamic secret handling, and values customization patterns.
 ## Cloud Native
 
 ### Community
@@ -423,6 +438,20 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 ##### Argocon
 
   - **(2026)** [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon)  [COMMUNITY-TOOL] β€” Official Call for Proposals portal for ArgoCon North America 2026. Focuses on collecting real-world architectures, case studies, and enterprise patterns utilizing Argo CD, Argo Workflows, Argo Rollouts, and Argo Events.
+## Cloud Native and Kubernetes
+
+### Networking and Edge Routing
+
+#### Gateway API
+
+  - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) [GO / YAML CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An advanced architectural post demonstrating how Azure Application Gateway for Containers (AGC) integrates with Istio Service Mesh via Kubernetes Gateway API. It details how edge traffic routing seamlessly hands off to internal mesh proxy sidecars while preserving end-to-end mTLS and header-based routing. This integration is critical for high-security microservices topologies demanding zero-trust communication.
+## Cloud Native and Kubernetes Core
+
+### Container Orchestration (3)
+
+#### Fundamentals (3)
+
+  - **(2023)** [==cloud.google.com: What is Kubernetes? 🌟==](https://cloud.google.com/learn/what-is-kubernetes) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A comprehensive foundation on Kubernetes, detailing its architectural pillars including the control plane, worker nodes, and declarative API engine. It outlines container scheduling, automated self-healing, and service discovery mechanisms essential for running resilient, modern cloud-native systems.
 ## Cloud Native Platforms
 
 ### Kubernetes (1)
@@ -626,7 +655,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Programmatic Generation
 
   - **(2023)** [Templating YAML in Kubernetes with real code](https://learnkube.com/templating-yaml-with-code) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Advocates for programmatic Kubernetes resource generation in real-world programming languages (Go, Python, Java) over raw text-interpolated tools like Helm. Details static typing validation advantages, testing, and GitOps orchestration scale benefits.
-## Container Orchestration (2)
+## Container Orchestration (4)
 
 ### Azure Kubernetes Service
 
@@ -645,6 +674,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Execution Engines
 
   - **(2026)** [==containerd - An open and reliable container runtime==](https://github.com/containerd/containerd) ⭐ 20835  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” containerd is an industry-standard container runtime designed to be embedded into larger systems like Kubernetes. Following the deprecation of Docker's native runtime engine in Kubernetes, containerd has emerged as the de facto execution engine for production-grade orchestrators.
+## Container Runtimes
+
+### Containerd
+
+#### Ctr CLI
+
+  - **(2023)** [labs.iximiuz.com: How to work with container images using ctr](https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Deep technical laboratory exercise focused on managing low-level container images using the containerd 'ctr' CLI. Vital for operations engineers debugging nodes directly where high-level runtimes like docker are not installed.
 ## Containers and Orchestration
 
 ### Container Concepts
@@ -706,7 +742,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 
 ### Containerization
 
-#### Fundamentals (3)
+#### Fundamentals (4)
 
   - **(2023)** [geeksforgeeks.org: Kubernetes – Concept of Containers](https://www.geeksforgeeks.org/cloud-computing/kubernetes-concept-of-containers)  [COMMUNITY-TOOL] [GUIDE] β€” An educational resource decomposing container primitives within cloud computing environments. Details namespace isolation, cgroups resource enforcement, and how Kubernetes orchestrates these isolated Linux runtimes across virtual and physical bare-metal hardware.
 #### Virtualization Layers
@@ -765,9 +801,6 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2021)** [thenewstack.io: Kubernetes Is the New Standard for Computing, Including the Edge](https://thenewstack.io/kubernetes-is-the-new-standard-for-computing-including-the-edge)  [COMMUNITY-TOOL] β€” Examines the industry shift to deploy lightweight Kubernetes frameworks (like K3s) at edge computation nodes, establishing a uniform runtime fabric.
 ### Basics
 
-#### Glossary
-
-  - **(2023)** [Kubernetes Glossary 🌟](https://www.bluematador.com/learn/kubernetes-glossary)  [COMMUNITY-TOOL] β€” A comprehensive lexicon defining fundamental cloud-native jargon, pods, ingress, services, and statefulsets to smooth the initial developer learning curve.
 #### Introduction (1)
 
   - **(2021)** [thenewstack.io: How does kubernetes work?](https://thenewstack.io/how-does-kubernetes-work)  [COMMUNITY-TOOL] β€” Clear, programmatic step-by-step breakdown of container deployment orchestration, detailing controller reconciliations, network namespaces, and service routing.
@@ -876,13 +909,6 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Tutorials
 
   - **(2020)** [dev.to: Creating a Custom Resource Definition In Kubernetes | Michael Levan](https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernetes-2k7o) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A practical walk-through detailing how to construct and deploy Custom Resource Definitions. Explores API versioning schema fields, spec declarations, and the foundational design of corresponding controller reconciliation loops.
-## Extensibility (2)
-
-### Operators
-
-#### Lifecycle Management
-
-  - **(2024)** [==Red Hat OLM==](https://github.com/operator-framework/operator-lifecycle-manager) ⭐ 1857  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Part of the Operator Framework, OLM manages the installation, updates, and role-based access control of Operators running inside a cluster. It acts as an orchestrator for custom resource definitions (CRDs) and controller versions, ensuring dependencies are resolved safely. This tool is standard infrastructure across Red Hat OpenShift and enterprise Kubernetes configurations to scale operations reliably.
 ## Finops
 
 ### Resource Optimization (1)
@@ -890,7 +916,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### API Usage
 
   - **(2021)** [harness.io: Introducing Recommendations API: Find Potential Cost Savings Programmatically](https://www.harness.io/blog/recommendations-api)  [COMMUNITY-TOOL] β€” Outlines programmatic cost reduction strategies utilizing Harness's Recommendations API. Shows how development teams can continuously query and apply optimized CPU/Memory resource constraints to reconcile performance with budget limits.
-## Fundamentals (4)
+## Fundamentals (5)
 
 ### Advocacy
 
@@ -936,7 +962,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Conceptual Explanations
 
   - **(2017)** [enterprisersproject.com: How to explain Kubernetes in plain English](https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english) 🌟 [COMMUNITY-TOOL] β€” An executive-level conceptual guide explaining Kubernetes orchestration concepts through real-world analogies. Ideal for bridging communication between technical architects and business stakeholders regarding cloud-native resource optimization.
-#### Container Runtimes
+#### Container Runtimes (1)
 
   - **(2020)** [css-tricks.com: Kubernetes Explained Simply: Containers, Pods and Images](https://css-tricks.com/kubernetes-explained-simply-containers-pods-and-images) 🌟🌟 [COMMUNITY-TOOL] β€” A highly accessible guide targeting front-end and full-stack developers. It traces the hierarchy from container images and isolated container layers up to multi-container Pod topologies and network configuration.
 #### Core Abstractions
@@ -1054,7 +1080,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Alternative Runtimes
 
   - **(2020)** [blog.sighup.io: How to run Kubernetes without Docker](https://blog.sighup.io/how-to-run-kubernetes-without-docker) [BASH CONTENT] [ADVANCED LEVEL]  [LEGACY] β€” Demonstrates runtime decoupling by running a fully functional Kubernetes cluster without the legacy Docker engine. Leverages Container Runtime Interface (CRI) options like Containerd or CRI-O directly to optimize cluster performance.
-#### Container Runtimes (1)
+#### Container Runtimes (2)
 
   - **(2021)** [kruyt.org: Migrate from Docker to Containerd in Kubernetes](https://kruyt.org/migrate-docker-containerd-kubernetes) [BASH CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Walks engineers through swapping the Docker container engine for Containerd inside a running Kubernetes node group, addressing the DockerShim deprecation and explaining runtime socket migration.
 ### Container Runtime (2)
@@ -1091,7 +1117,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Performance Tuning
 
   - **(2021)** [blog.px.dev: How etcd works and 6 tips to keep in mind](https://blog.px.dev/etcd-6-tips) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep-dive analyzing etcd internals under the Raft consensus mechanism. Provides six optimization techniques covering disk partition isolating, compact tasks, db sizing, lease scaling, and defragmentation routines necessary to protect cluster health.
-### Fundamentals (5)
+### Fundamentals (6)
 
 #### Comparisons
 
@@ -1124,7 +1150,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2020)** [revistacloudcomputing.com: Los mejores proveedores de Kubernetes](https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kubernetes) [SPANISH CONTENT]  [COMMUNITY-TOOL] β€” A comparison of leading managed Kubernetes providers (EKS, GKE, AKS) assessing features such as control plane pricing, scaling responsiveness, and upgrade paths. Extremely useful for infrastructure strategists.
 ### Migration (1)
 
-#### Container Orchestration (3)
+#### Container Orchestration (5)
 
   - **(2021)** [opensourcerers.org: How to go from Docker to Kubernetes the right way 🌟](https://www.opensourcerers.org/2021/02/01/how-to-go-from-docker-to-kubernetes-the-right-way) [YAML CONTENT]  [COMMUNITY-TOOL] β€” A comprehensive migration roadmap targeting teams transitioning from local Docker-centric environments to multi-node Kubernetes topologies. Focuses on rewriting network exposes, volume mounts, and orchestrating stateful workloads.
 #### Dev Environments
@@ -1152,6 +1178,11 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2022)** [loft.sh: Kubernetes on Windows: 6 Life-Saving Tools & Tips](https://www.vcluster.com/blog/kubernetes-on-windows-6-life-saving-tools-and-tips) [ADVANCED LEVEL]  [LEGACY] β€” A technical resource detailing operational best practices, troubleshooting mechanisms, and performance-tuning tricks for running Windows Server containers on hybrid Kubernetes clusters. It addresses common networking pitfalls (such as Calico or Flannel overlay differences) and resource limitation differences between Linux namespaces and Windows Job Objects. It provides engineering teams with practical tips to facilitate legacy .NET Framework containerization.
 ## Infrastructure As Code (1)
 
+### CICD (5)
+
+#### Self-hosted Runners
+
+  - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [GO CONTENT]  [COMMUNITY-TOOL] β€” An innovative open-source self-hosting solution that provisions fast, secure, on-demand EC2 single-use runners for GitHub Actions on AWS. Offers extreme cost reductions (up to 10x) utilizing EC2 spot instances with minimal boot delays.
 ### Crossplane and Control Planes
 
 #### Overview (1)
@@ -1198,13 +1229,19 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Kubernetes Basics
 
   - **(2021)** [qwinix.io: What Is Kubernetes? K8s Uses, Benefits, & More](https://www.qwinix.io/blog-what-is-kubernetes)  [COMMUNITY-TOOL] β€” High-level review detailing containerization benefits, resource allocation, self-healing architectures, and declarative desired states. Aimed at introducing product leads and junior engineers to the core patterns of K8s orchestration.
+## Kubernetes Platform Engine
+
+### Cluster Operations
+
+#### Memory Management
+
+  - **(2025)** [OOMKilled in Kubernetes: Understanding and Preventing Hidden Memory Leaks](https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-youre-missing.html) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Diagnoses Kubernetes `OOMKilled` (Exit Code 137) events caused by memory leaks, misconfigured resource limits, and JVM heap management issues. Explains how to set appropriate limits/requests while implementing profiling tools to prevent container churn.
 ## Kubernetes Tools
 
 ### General Reference
 
-  - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker Hardened Images for Every Developer in the Kubernetes Tools ecosystem.
-  - [dzone.com: Performance Patterns in Microservices-Based Integrations](https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools ecosystem.
   - [Kubernetes Troubleshooting: A Step-by-Step Guide](https://www.cncf.io/blog/2025/03/13/kubernetes-troubleshooting-a-step-by-step-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Kubernetes Troubleshooting: A Step-by-Step Guide in the Kubernetes Tools ecosystem.
+  - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker Hardened Images for Every Developer in the Kubernetes Tools ecosystem.
   - [dzone: Introduction To Kubernetes 🌟](https://dzone.com/articles/introduction-to-kubernetes-part-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Introduction To Kubernetes 🌟 in the Kubernetes Tools ecosystem.
   - [cncf.io: Kubernetes 101: An Introduction 🌟](https://www.cncf.io/blog/2020/12/14/kubernetes-101-an-introduction)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Kubernetes 101: An Introduction 🌟 in the Kubernetes Tools ecosystem.
   - [dzone.com: Kubernetes Architecture Diagram 🌟🌟🌟](https://dzone.com/articles/kubernetes-architecture-diagram)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com: Kubernetes Architecture Diagram== 🌟🌟🌟 in the Kubernetes Tools ecosystem.
@@ -1221,6 +1258,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - [cncf.io: 5 Problems with Kubernetes Cost Estimation Strategies](https://www.cncf.io/blog/2020/09/18/5-problems-with-kubernetes-cost-estimation-strategies)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: 5 Problems with Kubernetes Cost Estimation Strategies in the Kubernetes Tools ecosystem.
   - [cncf.io: Simplifying multi-clusters in Kubernetes](https://www.cncf.io/blog/2021/04/12/simplifying-multi-clusters-in-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Simplifying multi-clusters in Kubernetes in the Kubernetes Tools ecosystem.
   - [pixelstech.net: Build a Kubectl Plugin from Scratch](https://www.pixelstech.net/article/1606901393-Build-a-Kubectl-Plugin-from-Scratch)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering pixelstech.net: Build a Kubectl Plugin from Scratch in the Kubernetes Tools ecosystem.
+  - [dzone.com: Performance Patterns in Microservices-Based Integrations](https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools ecosystem.
   - [dzone: Microservices Patterns: Sidecar](https://dzone.com/articles/microservices-patterns-sidecar)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Microservices Patterns: Sidecar in the Kubernetes Tools ecosystem.
   - [dzone: Multi-Container Pod Design Patterns in Kubernetes](https://dzone.com/articles/multi-container-pod-design-patterns-in-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Multi-Container Pod Design Patterns in Kubernetes in the Kubernetes Tools ecosystem.
   - **(None)** [](https://kubernetes.io/docs/reference/scheduling/config)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetes.io in the Kubernetes Tools ecosystem.
@@ -1246,7 +1284,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2023)** [==KubeCarrier - Service Management at Scale==](https://github.com/kubermatic/kubecarrier) ⭐ 291  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” KubeCarrier is an open-source system designed for managing services across multiple Kubernetes clusters using a Service App Store model based on CRDs. Curator insights framed it as an enterprise-ready hub for multi-tenant services; however, live grounding reveals the project has been archived by Kubermatic. It remains academically and architecturally notable for showing how to use Hub-and-Spoke cluster patterns to automate service provisioning.
 ## Networking
 
-### Kube-proxy
+### Core Services
+
+#### Kube-proxy
+
+  - **(2021)** [dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Low-level diagnostic guide tracing the packet path through programmed iptables rules. Demonstrates exactly how kube-proxy routes cluster IP destination calls to dynamic backend endpoints.
+  - **(2021)** [arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)](https://arthurchiao.art/blog/cracking-k8s-node-proxy) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Deep-dive technical blog exploring the design principles of the node proxy. Compares user-space, iptables, and IPVS proxy modes with performance telemetry data.
+### Kube-proxy (1)
 
 #### IPVS Routing
 
@@ -1292,7 +1336,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Deep Dive (1)
 
   - **(2021)** [**harness.io: Kubernetes Services Explained 🌟**](https://www.harness.io/blog/kubernetes-services-explained) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Analyzes the network mechanics of Kubernetes Services, detailing internal DNS resolution, kube-proxy iptables configurations, and IPVS packet translation rules. Useful for tracing service discovery latencies.
-#### Fundamentals (6)
+#### Fundamentals (7)
 
   - **(2020)** [blog.alexellis.io: A Primer: Accessing services in Kubernetes](https://blog.alexellis.io/primer-accessing-kubernetes-services) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Demystifies service exposition mechanisms. Breaks down the network plumbing and structural configuration differences between ClusterIP, NodePort, and cloud-provider LoadBalancer integrations.
 #### IPVS
@@ -1305,6 +1349,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Automation (1)
 
   - **(2024)** [==external-dns==](https://github.com/kubernetes-sigs/external-dns) ⭐ 8985  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A vital ecosystem add-on that dynamically configures external DNS providers based on active Ingress and Service host declarations. Ensures automated external network connectivity.
+## Networking and Security
+
+### Kubernetes Networking
+
+#### Deep Dive (2)
+
+  - **(2020)** [==ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟==](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exquisite, step-by-step technical analysis of the process of container instantiation and network interface creation. Explores how the Kubelet invokes CNI plugins to assign an IP address. Live Grounding validates that understanding the low-level CNI specification and IPC interactions is crucial for debugging cluster networking bottlenecks.
 ## Observability (1)
 
 ### Debugging (2)
@@ -1452,7 +1503,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Maturity Frameworks
 
   - **(2022)** [fairwinds.medium.com: Kubernetes Maturity Model](https://www.fairwinds.com/kubernetes-maturity-model)  [CASE STUDY] [COMMUNITY-TOOL] β€” Introduces a multi-phased maturity model mapping an organization's path from raw experimentation and initial containerization to advanced, automated platform optimization, enterprise governance, declarative policy enforcement, and multi-cluster orchestration.
-### High Availability (1)
+### High Availability (2)
 
 #### Deployment Best Practices
 
@@ -1465,7 +1516,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Architecture Overview
 
   - **(2023)** [linkedin.com: DAY 01: Kubernetes : Understanding Architecture, Components, Installation and Configuration](https://www.linkedin.com/pulse/day-01-kubernetes-understanding-architecture-anup-ghattikar)  [COMMUNITY-TOOL] [GUIDE] β€” An introductory training log explaining initial cluster bootstrapping, control plane configurations, and node joining sequences. It details common installation paths and highlights basic networking/etcd configurations needed to establish a stable cluster control plane.
-### Lifecycle Management (1)
+### Lifecycle Management
 
 #### Day 2 Operations
 
@@ -1480,9 +1531,6 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Industry Trends (2)
 
   - **(2022)** [**infoworld.com: No one wants to manage Kubernetes anymore 🌟**](https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the enterprise shift away from running custom, self-managed vanilla Kubernetes clusters towards fully managed cloud platforms like EKS, GKE, and serverless container ecosystems. Underlines the operational complexities of maintaining control plane elements.
-#### Performance Benchmarking
-
-  - **(2023)** [symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes providers](https://symbiosis.host)  [CASE STUDY] [COMMUNITY-TOOL] β€” A comparative performance study evaluating cluster provisioning latency across eight prominent cloud providers (such as AWS EKS, GCP GKE, Azure AKS, DigitalOcean, and Symbiosis). Tracks control plane bootstrap speed, node joining times, and API availability to guide DevOps teams in emergency scale-out or dynamic environment workflows.
 ### Multi-cluster (4)
 
 #### Add-on Management
@@ -1528,13 +1576,14 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2021)** [**kubermatic.com: The Ultimate Checklist for Running Kubernetes in Production**](https://www.kubermatic.com/resources/the-ultimate-checklist-for-running-kubernetes-in-production) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An extensive production operations checklist for Kubernetes deployments. Covers crucial production readiness requirements across observability, ingress security, RBAC policies, network segmentation, and backup recovery operations.
 ### Registry (1)
 
-#### High Availability (2)
+#### High Availability (3)
 
   - **(2021)** [blog.kintone.io: Tolerating failures in container image registries 🌟](https://blog.kintone.io/entry/neco-registry) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Case study analyzing how to deploy failure-tolerant private registries in high-availability environments. Explains how to set up resilient storage layers, handle replication synchronization, and use local pull-through caching to shield nodes from upstream network outages.
 ### Reliability (2)
 
 #### Probes (1)
 
+  - **(2020)** [==If you have a livenessProbe that takes over one second, it’ll fail when you update to kubernetes 1.20, because a long-standing bug with how the default was handled has been fixed. You must override the ExecProbeTimeout if your probe takes more than 1s==](https://github.com/kubernetes/kubernetes/pull/97057) ⭐ 123002  [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Highlights a critical behavior change in Kubernetes 1.20 where `timeoutSeconds` is strictly enforced for Exec probes. Warns how previously un-timeout-bound scripts can trigger sudden restarts across critical services.
   - **(2021)** [**loft.sh: Kubernetes Readiness Probes - Examples & Common Pitfalls**](https://website.vcluster.com/blog/kubernetes-readiness-probes-examples-and-common-pitfalls) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Analyzes advanced operational pitfalls in readiness probe configurations. Explains how bad dependency validation (e.g. database pings inside web pod probes) can cause catastrophic, cascading cluster failures.
 #### Troubleshooting (1)
 
@@ -1584,7 +1633,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2026)** [==Ramilito/kubesess==](https://github.com/Ramilito/kubesess) ⭐ 284  [RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A multi-session context manager that isolates Kubernetes session configs within split terminal tabs. Unlike default global switches, this Rust utility guarantees engineers can safely run separate commands targeting different zones and clusters simultaneously without cross-cluster command contamination.
 ### System Administration (1)
 
-#### Fundamentals (7)
+#### Fundamentals (8)
 
   - **(2021)** [redhat.com: Kubernetes basics for sysadmins](https://www.redhat.com/en/blog/kubernetes-basics-sysadmins) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Examines Kubernetes through the lens of bare-metal and VM sysadmins. Contextualizes namespaces, control groups (cgroups), and network namespaces against traditional Linux system administration paradigms.
 ### Troubleshooting (2)
@@ -1747,6 +1796,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Tutorials (2)
 
   - **(2024)** [learnk8s.io/blog](https://learnkube.com/blog) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Learnk8s offers high-fidelity, visually rich technical deep dives focusing on cluster mechanics and deployment configurations. Their educational guides resolve core operational complexities, making it a stellar developer resource for production container configuration.
+## Provisioning
+
+### Deployment Tools
+
+#### Ubuntu Stack
+
+  - **(2026)** [**Conjure up**](https://canonical.com/juju) [PYTHON CONTENT]  [LEGACY] β€” Curator Insight vs Live Grounding: Canonical's Conjure-up tool was originally developed to orchestrate Juju applications and configure Charmed Kubernetes dynamically. Live status confirms the tool is deprecated and retired, with Canonical directing teams to use direct Juju or MicroK8s setups.
 ## Resource Management (2)
 
 ### Automation and Tools
@@ -1938,7 +1994,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2026)** [==kconnect - The Kubernetes Connection Manager CLI==](https://github.com/fidelity/kconnect) ⭐ 243  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise-ready connection manager used to secure and automate context discovery in cloud environments. It integrates CLI authentication directly with corporate directory providers (such as SAML, OIDC, AWS IAM, Azure AD), making it simple to manage multi-tenant access safely.
 ### Authentication Protocols
 
-#### CICD (5)
+#### CICD (6)
 
   - **(2021)** [tremolosecurity.com: Pipelines and Kubernetes Authentication](https://www.tremolo.io/post/pipelines-and-kubernetes-authentication) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A tactical guide outlining security risks of using long-lived ServiceAccount tokens within build pipelines. Recommends implementing ephemeral OIDC federation tokens and short-lived credential models to authenticate pipelines securely.
 ### Best Practices (4)
@@ -1973,6 +2029,9 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2022)** [rcarrata.github.io: Regenerating Kubeconfig for system:admin user in OpenShift clusters](https://rcarrata.github.io/openshift/regenerate-kubeconfig) [BASH CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A technical procedure for regenerating administrative Kubeconfig structures for the `system:admin` user inside Red Hat OpenShift clusters. Focuses on resolving expired control plane authentication certificates via backend master node mechanics.
 ### Identity and Access
 
+#### AKS
+
+  - **(2024)** [From Zero to Hero with Identity and Access Control in Azure Kubernetes Service](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-identity-and-access-control-in-azure-kubernetes-service/4386350) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” A comprehensive handbook for architecting identity boundaries in Azure Kubernetes Service (AKS). It details the integration of Entra ID with native Kubernetes RBAC to eliminate static credentials. Utilizing managed identities ensures secure, audit-compliant interactions with external Azure cloud assets.
 #### RBAC
 
   - **(2022)** [cloudhero.io](https://cloudhero.io/creating-users-for-your-kubernetes-cluster) [YAML CONTENT]  [COMMUNITY-TOOL] β€” A practical guide to onboarding cluster users. Explains how to generate TLS client certificates and bind them to Kubernetes RBAC RoleBindings to enforce safe access controls.
@@ -2014,7 +2073,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2026)** [==open-policy-agent/conftest==](https://github.com/open-policy-agent/conftest) ⭐ 3199  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A policy-testing framework used to execute structural tests against declarative configuration files. Leveraging Open Policy Agent (OPA) and the Rego language, it validates Kubernetes templates, Helm values, and Terraform files before they enter production environments.
 ### Registry Integration
 
-#### Container Runtimes (2)
+#### Container Runtimes (3)
 
   - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) ⭐ 119  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A lightweight and specific CLI utility used to inspect and fetch container image metadata from within a Kubernetes context. It bypasses complex registry credential configurations, allowing developers and administrators to debug and analyze container layers directly.
 ### Resource Management (3)
@@ -2074,6 +2133,13 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
 #### Architecture Scaling
 
   - **(2021)** [infoq.com: Kubernetes Workloads in the Serverless Era: Architecture, Platforms, and Trends](https://www.infoq.com/articles/kubernetes-workloads-serverless-era) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Traces the structural patterns, frameworks (Knative, KEDA), and architectural challenges of running scale-to-zero serverless runtimes inside a standard Kubernetes control loop. Focuses on lifecycle scaling profiles and routing constraints.
+## Service Mesh
+
+### Networking (2)
+
+#### Traffic Management
+
+  - **(2026)** [Istio.io](https://istio.io) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Home of the de facto standard open-source service mesh. Implements a uniform plane for managing, securing, and routing microservices traffic across hybrid cloud container clusters.
 ## Storage
 
 ### Failure Stories
@@ -2307,7 +2373,7 @@ description: "Top Kubernetes resources for 2026, AI-ranked: kube-prometheus, Ava
   - **(2021)** [**loft.sh: Kubernetes StatefulSet - Examples & Best Practices**](https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explores the design space of StatefulSets, concentrating on Volume Claim Templates, headless services, and storage scaling hazards. Highlights best practices for migrating production database clusters into cloud-native topologies.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Other Awesome Lists](./other-awesome-lists.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/kustomize.md b/v2-docs/kustomize.md
index c5d2b501..f49d897a 100644
--- a/v2-docs/kustomize.md
+++ b/v2-docs/kustomize.md
@@ -63,16 +63,9 @@ description: "Top Kustomize resources for 2026, AI-ranked: Kubestack Gitops Fram
 #### Kubestack
 
   - **(2026)** [==Kubestack Gitops Framework==](https://github.com/kbst/terraform-kubestack) ⭐ 709  [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source Terraform-driven GitOps framework configured to simplify public cloud Kubernetes platform deployments and application configurations. It leverages native inheritance behaviors of Terraform modules to manage multi-cluster topologies predictably. It bridges infrastructure provisioning and GitOps continuous delivery workflows.
-## Infrastructure Security
-
-### Inbound Traffic Management
-
-#### Traefik
-
-  - **(2020)** [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Technical integration blog detailing how to deploy and customize the Traefik v2.2 Ingress Controller using Kustomize configurations. It illustrates how to define overlays for environment-specific network values, secure SSL contexts, and service exposures. Useful reference for managing non-trivial ingress manifests programmatically.
 
 ---
-πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md)
+πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/linux-dev-env.md b/v2-docs/linux-dev-env.md
index 085a53b0..8d24e293 100644
--- a/v2-docs/linux-dev-env.md
+++ b/v2-docs/linux-dev-env.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Linux Dev Env resources for 2026, AI-ranked: ASDF, Windows Terminal 1.0 and more β€” curated Cloud Native tools, guides and references."
+description: "Top Linux Dev Env resources for 2026, AI-ranked: Windows Terminal 1.0, cmder and more β€” curated Cloud Native tools, guides and references."
 ---
 # WSL: Linux Dev Environment on Windows
 
@@ -52,13 +52,6 @@ description: "Top Linux Dev Env resources for 2026, AI-ranked: ASDF, Windows Ter
   - **(2021)** [bleepingcomputer.com: Windows 11 can now install WSL from the Microsoft' Store 🌟](https://www.bleepingcomputer.com/news/microsoft/windows-11-can-now-install-wsl-from-the-microsoft-store) [N/A CONTENT]  [COMMUNITY-TOOL] β€” This technical review details Microsoft's strategic shift to deliver WSL as an application through the Microsoft Store on Windows 11. Decoupling WSL from core OS updates allows rapid feature and driver iterations without requiring full system reboots. It guarantees that development teams can access the latest filesystem speed improvements and driver updates immediately.
   - **(2020)** [Microsoft Makes it Easier to Install WSL on Windows 10 🌟](https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An overview of Microsoft's streamlined WSL installation process, highlighting the creation of the unified `wsl --install` command. This enhancement automates feature enablement and default distribution retrieval, lowering the onboarding barrier for DevOps engineers. This simplification is highly beneficial for enterprise-wide developer environment standardization.
   - **(2020)** [Distro installation added to WSL --install in Windows 10 insiders preview build 20246](https://devblogs.microsoft.com/commandline/distro-installation-added-to-wsl-install-in-windows-10-insiders-preview-build-20246) [N/A CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” This release overview highlights improvements to the `wsl --install` process in Windows Insider Build 20246, enabling customized distribution selection during initialization. These upgrades allow teams to script automated workspace setup processes without manual user interaction. This automated workflow is essential for building reproducible local development environments via code.
-## Local Developer Environment
-
-### Version Management
-
-#### Multi-language Runtimes
-
-  - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extensible CLI runtime version manager that unifies environment configurations (Node.js, Ruby, Python, Elixir, Go, and more) under a single .tool-versions file. Successfully eliminates environment drift across development machines and CI runners via a robust plugin-driven architecture.
 ## Local Development
 
 ### Operating Systems
@@ -69,7 +62,7 @@ description: "Top Linux Dev Env resources for 2026, AI-ranked: ASDF, Windows Ter
   - **(2026)** [9elements.com: Developing on Windows with WSL2](https://9elements.com/blog/developing-on-windows-with-wsl2)  [COMMUNITY-TOOL] β€” A developer-focused guide optimizing local Windows workflows with WSL2. Provides performance instructions on using WSL2 backends alongside Docker Desktop, configuring VS Code remote-containers, and mitigating cross-file system read/write overhead.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/linux.md b/v2-docs/linux.md
index 44d1e0c2..909df7cd 100644
--- a/v2-docs/linux.md
+++ b/v2-docs/linux.md
@@ -100,11 +100,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
 
   - **(2025)** [tecmint.com 🌟](https://www.tecmint.com) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Educational Linux ecosystem portal offering high-quality command line, tool setup, and server administration guides designed for system administrators and DevOps engineers.
   - **(2025)** [unixmen.com 🌟](https://www.unixmen.com) [DOCUMENTATION] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Linux and UNIX ecosystem repository hosting comprehensive system configuration walkthroughs, software integrations, and general operating system guides for infrastructure engineers.
-### Kernel
-
-#### Resource Allocation
-
-  - **(2021)** [Controlling Process Resources with Linux Control Groups (cgroups)](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [C/BASH CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A system-level deep dive explaining Linux control groups (cgroups v1/v2). Demonstrates how Kubernetes translates resource limits/requests in YAML manifests to cgroup system boundaries, enforcing CPU and memory quotas.
 ### Networking
 
 #### SSH Management
@@ -205,7 +200,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
 
 #### Best Practices
 
-  - **(2015)** [==Bash Pitfalls 🌟==](https://mywiki.wooledge.org/BashPitfalls) [BASH CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The canonical compendium of syntax traps, variable-expansion failures, and execution hazards in GNU Bash. This reference provides deep architectural insight into bash process substitution, globbing, and pipeline evaluation. Live Grounding verifies this wiki as the definitive industry guide for engineering resilient, non-deterministic system scripts.
   - **(2020)** [**pythonspeed.com: Please stop writing shell scripts**](https://pythonspeed.com/articles/shell-scripts) [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A provocative architectural critique outlining the systematic failure modes of complex bash scripts in enterprise environments. It advocates for transitioning back to robust, typed languages like Python for complex logic. Live Grounding highlights this paradigm shift in DevOps, where script complexity mandates structured programming.
   - **(2021)** [dev.to: Writing Bash Scripts Like A Pro - Part 1 - Styling Guide](https://dev.to/unfor19/writing-bash-scripts-like-a-pro-part-1-styling-guide-4bin) [BASH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” This operational guide presents structured design patterns, formatting protocols, and linting guidelines for creating industrial-grade Bash scripts. It prioritizes codebase legibility and predictive execution paths. Live Grounding emphasizes its synergy with contemporary static analysis tools to maintain complex configuration scripts.
   - **(2012)** [robertmuth.blogspot.com: Better Bash Scripting in 15 Minutes](https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html) [BASH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A concise framework detailing critical Bash execution policies, command parsing strategies, and error mitigation techniques. It emphasizes the structural shift from rapid prototyping to production-grade shell scripting. While historically useful, Live Grounding indicates that modern environments frequently augment these guidelines with automated linters like ShellCheck.
@@ -275,7 +269,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
   - **(2009)** [==Oh My Zsh==](https://ohmyz.sh) [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier framework for managing Zsh shell configurations. It comes packaged with thousands of community-authored helper functions, themes, and CLI integrations. Live Grounding highlights its unparalleled adoption across developer workstations, standardizing interactive command-line interfaces.
 #### Tricks and Tweaks
 
-  - **(2008)** [**CommandLineFu 🌟**](https://www.commandlinefu.com/commands/browse) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive, crowd-sourced catalog of advanced Linux command execution scripts, categorized by utility and syntax goals. Live Grounding confirms it is widely used by system administrators to query fast fixes and operational bash templates.
   - **(2011)** [climagic.org](https://www.climagic.org) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An interactive, community-curated archive demonstrating shell scripting snippets, terminal jokes, and advanced command-line recipes. Live Grounding indicates it serves as an educational repository for shell optimization.
   - **(2009)** [Linux 101 Hacks](https://linux.101hacks.com) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An extensive list of command-line shortcuts, system configurations, and utility operations designed to optimize server interactions. Live Grounding notes that while command defaults have updated, the fundamentals of text manipulation remain relevant.
   - **(2009)** [twitter.com/commandlinefu](https://x.com/commandlinefu) [N/A CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Social feed broadcasting community-curated bash commands, scripting shortcuts, and performance debugging tips. Live Grounding shows it acts as an informative micro-learning stream for system operations professionals.
@@ -425,7 +418,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
 ??? abstract "Architect's Technical Comparison Table"
     | Solution | Maturity | Primary Focus | Language | Stars |
     | :--- | :--- | :--- | :--- | :--- |
-    | [learnitguide.net 🌟](https://www.learnitguide.net) |  | SysAdmin Tutorials | English | 🌟🌟🌟🌟 |
     | [The Geek Stuff](https://www.thegeekstuff.com) |  | SysAdmin Tutorials | English | 🌟🌟🌟🌟 |
     | [linuxteck.com](https://www.linuxteck.com) |  | SysAdmin Tutorials | English | 🌟🌟🌟 |
     | [howtoforge.com](https://www.howtoforge.com) |  | SysAdmin Tutorials | English | 🌟🌟🌟 |
@@ -435,7 +427,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
     | [Linux Skills](https://www.youtube.com/channel/UCu2eNnWy-zc1xt_shCXQQfA) |  | SysAdmin Tutorials | English | 🌟🌟🌟 |
     | [Linux-tutorial.info](https://www.linux-tutorial.info) |  | SysAdmin Tutorials | English | 🌟🌟 |
 
-  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” A curated educational platform providing in-depth guides on enterprise Linux administration, DevOps tools, automation, and cloud platforms. Its systematic tutorials are designed to prepare system administrators for managing highly available enterprise environments.
   - **(2026)** [**The Geek Stuff**](https://www.thegeekstuff.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” An exceptionally popular command reference and Linux administration blog, known for its concise "15 practical examples" format. Covers database tuning, bash programming, security hardening, and server automation essentials.
   - **(2026)** [linuxteck.com](https://www.linuxteck.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” A dedicated tutorial and documentation hub focusing on enterprise Linux systems administration, covering core utilities, service configuration, and security best practices. The platform provides structured command-line examples suitable for automating server maintenance and maintaining system reliability.
   - **(2026)** [howtoforge.com](https://www.howtoforge.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An extensive repository of step-by-step Linux installation and configuration tutorials, heavily focusing on hosting environments, mail servers, and virtualization. It serves as an essential tactical resource for setting up reproducible server configurations across various Linux distributions.
@@ -527,9 +518,6 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
   - **(2023)** [blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux](https://blog.ashwinchat.com/9-months-of-full-time-vim) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly reflective engineering journal detailing a 9-month migration from IDEs to a unified Neovim and Tmux terminal setup. Evaluates configuration complexity, speed gains, and terminal ergonomics.
 ## Security (2)
 
-### Auditing
-
-  - **(2021)** [sysadminxpert.com: How to do Security Auditing of CentOS System Using Lynis Tool](https://sysadminxpert.com/how-to-do-security-auditing-of-centos-system-using-lynis-tool) [SHELL CONTENT] [ADVANCED LEVEL]  [GUIDE] [LEGACY] β€” Step-by-step tutorial on executing Lynis for systemic compliance checks, privilege audits, and vulnerability detection. Live grounding notes that while CentOS is deprecated, Lynis remains an enterprise-stable auditor on Rocky, Alma, and generic RHEL-family distributions.
 ### Data Sanitation
 
   - **(2021)** [opensource.com: 4 Linux tools to erase your data](https://opensource.com/article/21/10/linux-tools-erase-data) [BASH CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” Investigates file shredding and disk zeroing mechanisms utilizing native commands like `shred`, `dd`, `srm`, and custom tooling. Demonstrates the operational physics of hard write manipulation to prevent residual forensic extraction.
@@ -601,7 +589,7 @@ description: "Top Linux resources for 2026, AI-ranked: termshark, The Linux Foun
   - **(2022)** [redhat.com: How to customize VM and cloud images with guestfish](https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish) [BASH CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Explains how to integrate `guestfish` pipelines into cloud image provisioning scripts. Details the automated modification of network configurations, credential injection, and software installations within raw VM images.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/liquibase.md b/v2-docs/liquibase.md
index 4e6b3286..a77357cd 100644
--- a/v2-docs/liquibase.md
+++ b/v2-docs/liquibase.md
@@ -62,7 +62,7 @@ description: "Curated, AI-ranked Liquibase resources for the 2026 Cloud Native a
   - **(2023)** [martinfowler.com](https://martinfowler.com/articles/evodb.html) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A seminal essay on evolutionary database architectures. Highlights methods for treating database schemas as declarative code, versioning migrations, and automating data migrations safely inside unified application delivery pipelines.
 
 ---
-πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md)
+πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/lowcode-nocode.md b/v2-docs/lowcode-nocode.md
index 4873c067..baee19bf 100644
--- a/v2-docs/lowcode-nocode.md
+++ b/v2-docs/lowcode-nocode.md
@@ -36,7 +36,7 @@ description: "Curated, AI-ranked Lowcode Nocode resources for the 2026 Cloud Nat
   - **(2021)** [techradar.com: Low-code could replace "traditional" coding within months](https://www.techradar.com/news/low-code-could-replace-traditional-coding-within-months) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” A provocative analysis reflecting on speculative industry trends regarding low-code automation. It highlights how aggressive market expansion projections suggest rapid enterprise adoption, while detailing the ongoing debate about scalability limits.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/managed-kubernetes-in-public-cloud.md b/v2-docs/managed-kubernetes-in-public-cloud.md
index 2f4939f5..5528c932 100644
--- a/v2-docs/managed-kubernetes-in-public-cloud.md
+++ b/v2-docs/managed-kubernetes-in-public-cloud.md
@@ -438,9 +438,6 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
 #### Finops
 
   - **(2022)** [cloud.google.com: Know more, spend less: how GKE cost optimization insights help you optimize Kubernetes](https://cloud.google.com/blog/products/containers-kubernetes/gke-cost-optimization-insights-now-ga) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Examines GKE's native cost optimization insights, which surface over-provisioned CPU/Memory metrics directly within the console. Guides platform architects on utilizing automated rightsizing recommendations to minimize container cost overruns while maintaining necessary performance profiles.
-#### GKE Core
-
-  - **(2025)** [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Core landing documentation for Google Kubernetes Engine (GKE), highlighting GKE's industry-standard capabilities. Specifically focuses on setting up node pools with custom kernel parameters, eliminating post-bootstrap script workarounds. Provides the baseline reference for standard-setting enterprise container management.
 #### Industry Analysis
 
   - **(2021)** [techcrunch.com: Google Cloud puts its Kubernetes Engine on autopilot](https://techcrunch.com/2021/02/24/google-cloud-puts-its-kubernetes-engine-on-autopilot) [N/A CONTENT]  [COMMUNITY-TOOL] β€” TechCrunch's coverage of GKE Autopilot, highlighting its impact on managed container orchestration trends. Focuses on the trade-offs of restricting low-level node configurations in exchange for SLA-backed operations and optimized bin-packing. Evaluates the strategic TCO reductions of serverless-style Kubernetes models.
@@ -548,11 +545,6 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
   - **(2025)** [**kubekey**](https://github.com/kubesphere/kubekey) ⭐ 2821  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Go-based command-line utility engineered to rapidly install, configure, and upgrade Kubernetes clusters, KubeSphere components, and runtime layers (containerd, Docker) on bare-metal and cloud environments. It highly excels in air-gapped, offline installations using custom artifact packages. (Live Grounding: KubeKey remains a highly-rated installer alternative to Kubeadm, especially popular in hybrid/on-prem environments requiring deterministic runtime setups).
   - **(2021)** [kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with kubekey](https://kubesphere.io/blogs/install-kubernetes-containerd) [GO/YAML CONTENT]  [GUIDE] [LEGACY] β€” Outlines a streamlined procedural approach to installing Kubernetes 1.22 and containerd using the KubeKey engine. The guide emphasizes the migration away from Docker shim and configures high-performance runtime options using bare-metal architecture targets. (Live Grounding: Although v1.22 is legacy by 2026 standards, the architectural concepts of containerd orchestration and bare-metal bootstrapping via KubeKey remain highly instructional).
   - **(2021)** [kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for Using KubeKey](https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey) [YAML CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A technical guide demonstrating how to horizontally scale existing Kubernetes compute capacities using KubeKey execution manifests. Focuses on declarative modifications of cluster-configuration files to dynamically append new worker nodes without service disruptions. (Live Grounding: Vital operations reference for cluster administrators managing hardware expansions within hybrid/private clouds).
-### Infrastructure Provisioning (1)
-
-#### Kubernetes Operators
-
-  - **(2022)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [YAML/GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores the paradigm shift of utilizing Kubernetes-native custom resource definitions (CRDs) and operators to provision external cloud resources (such as AWS ACK, GCP Config Connector, and Azure Service Operator). This declarative Infrastructure-as-Code pattern replaces external Terraform runs with continuous control loops inside the cluster. (Live Grounding: Standardizes management under unified Kubernetes control planes, resolving out-of-band drifts).
 ### Managed Kubernetes
 
 #### Azure AKS
@@ -613,6 +605,11 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
   - **(2023)** [==infoworld.com: Kubernetes cost management for the real world==](https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A deep dive into the challenges of multi-tenant Kubernetes cost attribution across dynamic namespaces. Contrasts raw hyper-scaler billing records against granular container resource consumption metrics, detailing how Kubecost and OpenCost establish accurate, real-world chargeback frameworks.
 ## Infrastructure
 
+### Enterprise Backup
+
+#### Cloud-native Integration
+
+  - **(2021)** [**cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads**](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) [MARKDOWN CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An announcement introducing Backup for GKE, a fully-managed Google Cloud service for GKE environments. Operates via the GCP API control plane to restore configurations and storage elements natively.
 ### Hybrid and On-premises
 
 #### Azure Stack Hub
@@ -680,13 +677,6 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
 #### Tooling Comparison
 
   - **(2021)** [Compare tools for multi-cloud Kubernetes management 🌟](https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management) [N/A CONTENT]  [LEGACY] β€” Synthesizes and contrasts several enterprise-grade multi-cloud Kubernetes management suites including Red Hat OpenShift, Rancher, Platform9, and Terraform. Highlights the design trade-offs between hypervisor-style centralized management interfaces and modular GitOps delivery systems. (Live Grounding: While some listed tools like StackPointCloud are defunct or archived, the architectural comparison criteria remains critical for multi-cluster evaluations in 2026).
-## Networking (5)
-
-### Multi-cluster
-
-#### DNS
-
-  - **(2022)** [nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller](https://www.f5.com/products/nginx) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Technical blueprint showcasing DNS synchronization and traffic routing automation across multi-cluster environments. Demonstrates leveraging NGINX Ingress for global load balancing and resilient geographical failovers.
 ## Observability (3)
 
 ### Telemetry
@@ -779,13 +769,6 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
 #### Declarative Infrastructure
 
   - **(2021)** [seroter.com: Using the new Google Cloud Config Controller to provision and manage cloud services via the Kubernetes Resource Model](https://seroter.com/2021/08/18/using-the-new-google-cloud-config-controller-to-provision-and-manage-cloud-services-via-the-kubernetes-resource-model) [YAML CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Introduces the Google Cloud Config Controller, highlighting its use of the Kubernetes Resource Model (KRM) to declare and govern external GCP services. Allows platform teams to enforce stateful GitOps practices, treating cloud resources (like databases and networking) identical to standard Kubernetes manifests.
-## Research
-
-### Architecture Analysis
-
-#### Infrastructure Design (1)
-
-  - **(2024)** [learnk8s.io: Kubernetes Research. Research documents on node instance types, managed services, ingress controllers, CNIs, etc.](https://learnkube.com/research) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An exceptional, data-driven research catalog evaluating critical Kubernetes deployment components. Compiles comparative benchmarks and analyses of CNI plugins (Cilium, Calico), cloud providers (EKS, GKE, AKS), virtual machine shapes, and Ingress Controller solutions, highlighting costs and latencies.
 ## Resilience
 
 ### Chaos Engineering (1)
@@ -867,7 +850,7 @@ description: "Top Managed Kubernetes In Public Cloud resources for 2026, AI-rank
   - **(2022)** [digitalocean.com: Kubernetes for startups: Why, when, and how to adopt](https://www.digitalocean.com/resources/articles/kubernetes-for-startups) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An architectural strategy guide assessing the costs and benefits of introducing Kubernetes inside early-stage startup ecosystems. Covers common mistakes like over-engineering cluster setups early on and maps out criteria for when to transition from PaaS tools to fully-managed Kubernetes environments.
 
 ---
-πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/matrix-table.md b/v2-docs/matrix-table.md
index f773c836..637d7609 100644
--- a/v2-docs/matrix-table.md
+++ b/v2-docs/matrix-table.md
@@ -66,6 +66,13 @@ description: "Top Matrix Table resources for 2026, AI-ranked: **Kubespray**, Min
 #### Minikube
 
   - **(2026)** [==Minikube==](https://github.com/kubernetes/minikube) ⭐ 31871  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Minikube remains an industry-standard sandbox for launching local single-node Kubernetes clusters. Supports diverse VM drivers, bare-metal deployment modes, and native Docker-in-Docker execution environments tailored for application testing.
+## Networking and Security
+
+### Kubernetes Networking
+
+#### Ingress and Traffic
+
+  - **(2023)** [==Learnk8s: Comparison of Kubernetes Ingress Controllers 🌟🌟==](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An expansive, community-maintained comparison spreadsheet detailing the feature matrices, protocol supports, dynamic reloading behaviors, and ecosystem integrations of various Ingress Controllers. Live Grounding highlights this dynamic reference as an essential resource for architects choosing ingress tools based on enterprise requirements.
 ## Platform Architecture
 
 ### Cloud Providers
@@ -101,7 +108,7 @@ description: "Top Matrix Table resources for 2026, AI-ranked: **Kubespray**, Min
   - **(2026)** [==Weave Kubernetes System Control - wksctl==](https://github.com/weaveworks/wksctl) ⭐ 389  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Weaveworks' Weave Kubernetes System Control (wksctl) was a GitOps-based tool for cluster creation, configuring infrastructure directly from a declared state stored in git. Curator Insight vs Live Grounding: Following Weaveworks' operational shutdown, this tool has been archived and is considered historical legacy.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/maven-gradle.md b/v2-docs/maven-gradle.md
index ab93bbff..0ea20660 100644
--- a/v2-docs/maven-gradle.md
+++ b/v2-docs/maven-gradle.md
@@ -133,7 +133,7 @@ description: "Top Maven Gradle resources for 2026, AI-ranked: JBang, GitHub: Ecl
   - **(2026)** [**code.visualstudio.com: Java Project Management in VS Code**](https://code.visualstudio.com/docs/java/java-project) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Guide on setting up VS Code for enterprise Java development. Showcases full integration with Apache Maven, offering seamless debugging, project dependency visualization, and execution pipelines.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/message-queue.md b/v2-docs/message-queue.md
index 0ac8b913..a0294dee 100644
--- a/v2-docs/message-queue.md
+++ b/v2-docs/message-queue.md
@@ -741,7 +741,7 @@ description: "Top Message Queue resources for 2026, AI-ranked: Apache Kafka, **D
   - **(2020)** [adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack](https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” An edition of Adam Bien's 'airhacks.tv' Q&A series focusing on modern enterprise Java backend architectures. Key engineering discussions cover reactive Kafka messaging integration using MicroProfile, JAX-RS REST endpoint implementations, and a comparison of JSON serialization libraries (JSON-B vs GSON).
 
 ---
-πŸ’‘ **Explore Related:** [NoSQL](./nosql.md) | [Yaml](./yaml.md) | [Crunchydata](./crunchydata.md)
+πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Databases](./databases.md) | [Crunchydata](./crunchydata.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/mkdocs.md b/v2-docs/mkdocs.md
index 22e8dc37..8be04eee 100644
--- a/v2-docs/mkdocs.md
+++ b/v2-docs/mkdocs.md
@@ -110,7 +110,7 @@ description: "Top Mkdocs resources for 2026, AI-ranked: Markdown Cheat Sheet 4,
   - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” The authoritative reference guide for GitHub Flavored Markdown (GFM). Essential for managing documentation structures, creating rich README files, formatting issue trackers, and building interactive templates within the developer workflow.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/mlops.md b/v2-docs/mlops.md
index fbaf05d2..ae3e930e 100644
--- a/v2-docs/mlops.md
+++ b/v2-docs/mlops.md
@@ -1,5 +1,5 @@
 ---
-description: "Top MLOps resources for 2026, AI-ranked: kubeflow, Ray and more β€” curated Cloud Native tools, guides and references."
+description: "Top MLOps resources for 2026, AI-ranked: Ray, Kaggle Competitions and more β€” curated Cloud Native tools, guides and references."
 ---
 # Machine Learning Ops (MLOps) and Data Science
 
@@ -229,7 +229,6 @@ description: "Top MLOps resources for 2026, AI-ranked: kubeflow, Ray and more 
   - **(2023)** [dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step Guide!](https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37) [YAML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Hands-on guide showing how to package, deploy, and scale diverse machine learning applications using Kubernetes manifests. Focuses on establishing proper ingress routing, service definitions, CPU/GPU resource constraints, and continuous monitoring sidecars within a native cluster environment.
 ### Kubeflow
 
-  - **(2026)** [==kubeflow==](https://www.kubeflow.org) [GO CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kubeflow is the leading cloud-native open-source MLOps suite designed to construct, deploy, and run modular machine learning workflows on Kubernetes clusters. Provides a comprehensive platform for managing Jupyter notebooks, workflow pipelines, and highly optimized inference deployments.
   - **(2021)** [infracloud.io: Machine Learning Orchestration on Kubernetes using Kubeflow](https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubeflow) [NONE CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores the practical orchestration of complex ML workflows using Kubeflow pipelines on Kubernetes. Outlines the underlying architecture, components (e.g., pipelines, notebook servers, metadata), and strategic advantages over non-containerized distributed ML setups.
 ## Learning Roadmap (1)
 
@@ -367,7 +366,7 @@ description: "Top MLOps resources for 2026, AI-ranked: kubeflow, Ray and more 
   - **(2022)** [**ML Platform Workshop**](https://github.com/aporia-ai/mlplatform-workshop) ⭐ 445  [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A hands-on technical workshop repository showcasing the design of an end-to-end Machine Learning Platform. Demonstrates real-world integration of model registries, tracking servers, and deployment mechanisms under production-like conditions. Excellent educational resource for learning the architectural glue of modern MLOps frameworks.
 
 ---
-πŸ’‘ **Explore Related:** [AI](./ai.md) | [ChatGPT](./chatgpt.md) | [AI Agents MCP](./ai-agents-mcp.md)
+πŸ’‘ **Explore Related:** [AI](./ai.md) | [AI Agents MCP](./ai-agents-mcp.md) | [ChatGPT](./chatgpt.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/monitoring.md b/v2-docs/monitoring.md
index 8e1f75ee..46258732 100644
--- a/v2-docs/monitoring.md
+++ b/v2-docs/monitoring.md
@@ -34,17 +34,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 ##### Kpis
 
   - **(2023)** [KPIs](https://www.kpi.org/KPI-Basics) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” An introduction to Key Performance Indicators (KPIs). Outlines strategic planning models, execution metrics, and balanced scorecard methodologies. Curator Insight: Core definitions of execution KPIs. Live Grounding: Provides the context needed to map infrastructure metrics to organizational OKRs.
-## Cloud Architecture
-
-### Governance
-
-#### Azure
-
-##### Cloud Adoption Framework
-
-###### Monitoring
-
-  - **(2024)** [Monitor your Azure cloud estate - Cloud Adoption Framework](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Microsoft's official framework for implementing enterprise-wide monitoring strategies across Azure subscription models. It details Azure Monitor integrations, Log Analytics configurations, and service-level baseline configurations. Curator Insight: Strategic enterprise adoption guide. Live Grounding: Focuses heavily on mapping technical telemetry directly to business outcomes and platform compliance frameworks.
 ## Cloud Edge and Iot
 
 ### Healthcare Iot Integration
@@ -136,9 +125,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
   - **(2022)** [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skillfield.com.au/blog/monitoring-kubernetes-and-docker-container-logs)  [COMMUNITY-TOOL] β€” A detailed tutorial on harvesting and storing ephemeral container stdout/stderr outputs in Docker and Kubernetes clusters. Covers fluentd/fluent-bit ingestion, namespace routing, and Elasticsearch querying. Curator Insight: Logging implementation patterns. Live Grounding: Critical reference for configuring non-intrusive container daemon log rotators.
 #### Observability (3)
 
-##### Best Practices
-
-  - **(2023)** [sysdig.com: Seven Kubernetes monitoring best practices every monitoring solution should enable](https://www.sysdig.com/blog/kubernetes-monitoring-best-practices)  [COMMUNITY-TOOL] β€” Outlines seven core principles for establishing a reliable Kubernetes monitoring framework, highlighting metric aggregation, container life-cycle awareness, and Prometheus auto-discovery. Curator Insight: Essential practices for K8s monitoring. Live Grounding: Practical guidelines for scaling Prometheus and agent-based scrapers without experiencing massive ingestion bottlenecks.
 ##### Cadvisor
 
   - **(2023)** [cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide 🌟](https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide)  [COMMUNITY-TOOL] β€” Complete operational analysis of Google’s cAdvisor (Container Advisor), showing how it is natively embedded inside the Kubelet binary to collect performance metrics. Curator Insight: Core container performance scraping mechanisms. Live Grounding: Fundamental reading for tuning Pod memory limits and evaluating CPU throttling patterns.
@@ -201,13 +187,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Performance Tuning
 
   - **(2022)** [blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size](https://bigdataboutique.com/blog/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” This technical guide details memory allocation strategies for JVM-based Elasticsearch nodes. It focuses on the critical rule of thumb of setting JVM heap sizes to 50% of available physical RAM (capping at 32GB to avoid breaking compressed ordinary object pointers / OOPs) while leaving the remainder for OS file system caching. Correct heap configuration directly prevents garbage collection pauses and OOM crashes in high-throughput indexing setups.
-## Databases
-
-### Time-series
-
-#### Victoriametrics
-
-  - **(2024)** [victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates](https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates/index.html) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Technical feature overview covering VictoriaMetrics and VictoriaLogs updates, focusing on dynamic retention strategies, ingestion enhancements, storage footprint reduction, and custom query language performance.
 ## DevOps
 
 ### Automation (1)
@@ -268,7 +247,7 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 
 ##### Observability (6)
 
-###### Best Practices (1)
+###### Best Practices
 
   - **(2022)** [thenewstack.io: Best Practices to Optimize Infrastructure Monitoring within DevOps Teams](https://thenewstack.io/best-practices-to-optimize-infrastructure-monitoring-within-devops-teams)  [COMMUNITY-TOOL] β€” Delves into establishing robust, team-wide ownership of monitoring pipelines, setting up actionable alerting paths, and building comprehensive dashboards. Curator Insight: Organizational practices for infrastructure ops. Live Grounding: Helps bridging operational silos through collective ownership of SLIs/SLOs.
 ## Development
@@ -287,11 +266,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
   - **(2023)** [==Kafdrop – Kafka Web UI 🌟==](https://github.com/obsidiandynamics/kafdrop) ⭐ 6137  [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kafdrop is a popular, lightweight web UI for monitoring and managing Apache Kafka clusters. It renders real-time views of brokers, topic structures, partition offsets, consumer group lag, and permits active JSON/protobuf message payload inspection.
 ## Infrastructure (1)
 
-### Compute
-
-#### CPU Performance
-
-  - **(2023)** [The Hidden CPU Throttling Crisis in Kubernetes Clusters](https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Investigates latency spikes caused by the Linux CFS (Completely Fair Scheduler) quota enforcement mechanism in Kubernetes. Highlights how kernel bugs throttle containerized workloads even when usage is far below limits, providing remediation strategies such as adjusting quotas or using CPU pins.
 ### Performance Testing
 
 #### Kubernetes and Openshift
@@ -305,24 +279,13 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Resources
 
   - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34277  [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs.
-## Kubernetes Management
-
-### Monitoring and Observability
-
-#### Etcd Monitoring
-
-  - **(2023)** [Monitor Etcd with Prometheus and Grafana using Rancher](https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher) [NONE CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An operational runbook explaining how to configure Prometheus and Grafana within SUSE Rancher to audit and visualize etcd status. Evaluates critical etcd parameters including database size, disk synchronization latency, and peer communication health.
-## Kubernetes Platform Engine
-
-### Cluster Operations
-
-#### Memory Management
-
-  - **(2025)** [OOMKilled in Kubernetes: Understanding and Preventing Hidden Memory Leaks](https://unixarena.com/2025/04/oomkilled-in-kubernetes-the-hidden-memory-leaks-youre-missing.html) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Diagnoses Kubernetes `OOMKilled` (Exit Code 137) events caused by memory leaks, misconfigured resource limits, and JVM heap management issues. Explains how to set appropriate limits/requests while implementing profiling tools to prevent container churn.
 ## Kubernetes Tools
 
 ### General Reference
 
+  - [dzone: 8 Options for Capturing Thread Dumps](https://dzone.com/articles/how-to-take-thread-dumps-7-options)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: 8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.
+  - [dzone.com: Performance Patterns in Microservices-Based Integrations](https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools ecosystem.
+  - [Dzone: 14 Best Performance Testing Tools and APM Solutions](https://dzone.com/articles/14-best-performance-testing-tools-and-apm-solution)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: 14 Best Performance Testing Tools and APM Solutions in the Kubernetes Tools ecosystem.
   - [dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing' Solutions](https://dzone.com/articles/kubernetes-monitoring-best-practices-methods-and-e)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing' Solutions in the Kubernetes Tools ecosystem.
   - [CNCF End User Technology Radar: Observability, September 2020 🌟](https://www.cncf.io/blog/2020/09/11/cncf-end-user-technology-radar-observability-september-2020)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering CNCF End User Technology Radar: Observability, September 2020 🌟 in the Kubernetes Tools ecosystem.
   - [logz.io: Top 11 Open Source Monitoring Tools for Kubernetes 🌟](https://logz.io/blog/open-source-monitoring-tools-for-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: Top 11 Open Source Monitoring Tools for Kubernetes 🌟 in the Kubernetes Tools ecosystem.
@@ -340,13 +303,10 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
   - [logz.io: A Beginner’s Guide to Logstash Grok](https://logz.io/blog/logstash-grok)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: A Beginner’s Guide to Logstash Grok in the Kubernetes Tools ecosystem.
   - [logz.io: Grok Pattern Examples for Log Parsing](https://logz.io/blog/grok-pattern-examples-for-log-parsing)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: Grok Pattern Examples for Log Parsing in the Kubernetes Tools ecosystem.
   - [dzone.com: The Keys to Performance Tuning and Testing](https://dzone.com/articles/the-keys-to-performance-tuning-and-testing)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: The Keys to Performance Tuning and Testing in the Kubernetes Tools ecosystem.
-  - [dzone.com: Performance Patterns in Microservices-Based Integrations](https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Performance Patterns in Microservices-Based Integrations in the Kubernetes Tools ecosystem.
   - [How to read a Thread Dump](https://dzone.com/articles/how-to-read-a-thread-dump)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering How to read a Thread Dump in the Kubernetes Tools ecosystem.
-  - [dzone: 8 Options for Capturing Thread Dumps](https://dzone.com/articles/how-to-take-thread-dumps-7-options)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: 8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.
   - [Dzone: Zipkin vs. Jaeger: Getting Started With Tracing](https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Zipkin vs. Jaeger: Getting Started With Tracing in the Kubernetes Tools ecosystem.
   - [dzone.com: APM Tools Comparison](https://dzone.com/articles/apm-tools-comparison-which-one-should-you-choose)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: APM Tools Comparison in the Kubernetes Tools ecosystem.
   - [dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know](https://dzone.com/articles/java-performance-monitoring-5-open-source-tools-you-should-know)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Java Performance Monitoring: 5 Open Source Tools You Should Know in the Kubernetes Tools ecosystem.
-  - [Dzone: 14 Best Performance Testing Tools and APM Solutions](https://dzone.com/articles/14-best-performance-testing-tools-and-apm-solution)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: 14 Best Performance Testing Tools and APM Solutions in the Kubernetes Tools ecosystem.
 ## Observability (8)
 
 ### APM (1)
@@ -385,18 +345,8 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 
   - **(2021)** [VisualVM: JVisualVM to an Openshift pod](https://fedidat.com/250-jvisualvm-openshift-pod) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Step-by-step tutorial on forwarding JMX connections to JVisualVM clients over Kubernetes port-forwarding. Facilitates real-time thread inspection, heap monitoring, and manual GC triggers.
   - **(2020)** [blog.arkey.fr: Using JDK FlightRecorder and JDK Mission Control](https://blog.arkey.fr/2020/06/28/using-jdk-flight-recorder-and-jdk-mission-control) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Details the usage of JDK Flight Recorder (JFR) and JDK Mission Control (JMC) for low-overhead, production-grade JVM diagnostic profiling. Explains trace capture of memory, CPU, and I/O cycles.
-  - **(2020)** [Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Investigates techniques for profiling and debugging remote Java applications running on Kubernetes pods. Walks through port-forwarding JDWP connections and using CLI profiling utilities.
   - **(2020)** [Remote Debugging of Java Applications on OpenShift](https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Focuses specifically on configuring JDWP parameters in enterprise Java container builds to allow secure, remote interactive debugging from IDEs directly to pods in OpenShift.
   - **(2020)** [redhat.com: How do I analyze a Java heap dump?](https://access.redhat.com/solutions/18301) [NONE CONTENT]  [COMMUNITY-TOOL] β€” A technical solution article detailing how to trigger, extract, and analyze memory heap dumps from JVMs running inside Linux containers, leveraging standard OpenJDK CLI tools.
-#### Java JMX
-
-  - **(2017)** [developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)](https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Guides developers on using Jolokia, an HTTP/JSON bridge for JMX, to securely query and troubleshoot Java microservices deployed inside Red Hat OpenShift pods.
-#### Java Performance
-
-  - **(2026)** [tier1app.com](https://tier1app.com) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Platform behind core JVM diagnostic tools such as GCEasy, FastThread, and HeapHero. Provides automated analysis of GC logs, thread dumps, and heap dumps to resolve memory leaks and performance bottlenecks.
-  - **(2026)** [FastThread.io](https://fastthread.io) [NONE CONTENT]  [COMMUNITY-TOOL] β€” An automated engine designed to diagnose JVM thread dumps. Resolves thread lock contention, transaction delays, and thread starvation bottlenecks in Kubernetes-hosted enterprise Java services.
-  - **(2026)** [gceasy.io 🌟](https://gceasy.io) [NONE CONTENT]  [COMMUNITY-TOOL] β€” An advanced JVM garbage collection log analyzer. Uses machine learning algorithms to evaluate GC pauses, throughput, and memory trends, delivering actionable tuning recommendations for JVM sizing and GC algorithms (G1GC, ZGC).
-  - **(2026)** [heaphero.io](https://heaphero.io) [NONE CONTENT]  [COMMUNITY-TOOL] β€” An instant heap dump analyzer that processes HPROF and system files to isolate leaking data structures. Generates visual memory maps to point out waste and duplicate objects in JVM workloads.
 #### Java Spring Boot
 
   - **(2022)** [javatechonline.com: How To Monitor Spring Boot Microservices Using ELK Stack?](https://javatechonline.com/how-to-monitor-spring-boot-microservices-using-elk-stack) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Provides a step-by-step architectural guide on routing Logback appender JSON streams from Spring Boot microservices into Logstash, indexing them in Elasticsearch, and visualizing error trends in Kibana.
@@ -407,16 +357,11 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 ##### Value Realization
 
   - **(2023)** [thenewstack.io: Growing Adoption of Observability Powers Business Transformation](https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation)  [LEGACY] β€” Discusses the business impact of transitioning from legacy IT system silo monitoring to real-time, unified observability, showing direct correlation to improved MTTR and customer satisfaction. Curator Insight: Business-case advocacy for modernizing monitoring. Live Grounding: Helps senior managers secure financial backing for large-scale APM transformations.
-#### Governance (1)
+#### Governance
 
 ##### Metrics (1)
 
   - **(2024)** [forbes.com: From Data Collection To Delivering KPIs: A Roadmap To A Mature Observability Strategy](https://www.forbes.com/councils/forbestechcouncil/2024/03/08/from-data-collection-to-delivering-kpis-a-roadmap-to-a-mature-observability-strategy/?streamIndex=0)  [COMMUNITY-TOOL] β€” Provides a clear roadmap to extract business value from raw telemetry data. Focuses on aligning technical logs and alerts directly with key performance indicators (KPIs) to drive continuous business transformation. Curator Insight: Forbes council insight on business metrics. Live Grounding: Highlights why enterprise monitoring frameworks fail when detached from functional business KPIs.
-### Distributed Storage
-
-#### Victoriametrics (1)
-
-  - **(2024)** [VictoriaMetrics](https://victoriametrics.com) [GO CONTENT]  [COMMUNITY-TOOL] β€” Official site of VictoriaMetrics, an extremely fast and cost-effective TSDB solution. Widely used as a drop-in replacement for Prometheus storage owing to high compression ratios and out-of-the-box cluster scalability.
 ### Distributed Tracing (2)
 
 #### Data Pipelines
@@ -425,9 +370,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Evolution
 
   - **(2021)** [newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best overview of OpenTelemetry)](https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Provides an industry overview detailing the historical consolidation of OpenTracing and OpenCensus into the singular OpenTelemetry framework, clarifying telemetry standardization for enterprise operations.
-#### Jaeger
-
-  - **(2026)** [Jaeger](https://www.jaegertracing.io) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The flagship Jaeger engine for distributed tracing, featuring comprehensive backend storage backends (Elasticsearch, Cassandra) and advanced UI query panels for deep dive transaction forensics.
 #### Kubernetes Testing
 
   - **(2023)** [signadot.com: Sandboxes in Kubernetes using OpenTelemetry](https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores using OpenTelemetry trace propagation context to run isolated, multi-tenant sandbox testing within shared Kubernetes clusters. Routes test traffic dynamically to microservice variants using trace metadata headers.
@@ -503,9 +445,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Training
 
   - **(2020)** [youtube: ELK for beginners - by XavkiEn 🌟](https://www.youtube.com/playlist?list=PLWZKNB9waqIX00uj5q4nX_TOFiX3if1z3) [NONE CONTENT]  [COMMUNITY-TOOL] β€” A structured, comprehensive video tutorial playlist walking through the installation, pipeline configuration, and visual analysis capabilities of the ELK stack. Ideal for engineering teams onboarding to self-hosted logging infrastructure.
-#### Visualization
-
-  - **(2026)** [Kibana](https://www.elastic.co/kibana) [TYPESCRIPT CONTENT]  [COMMUNITY-TOOL] β€” The industry-standard data visualization and exploration dashboard designed specifically for Elastic Stack and OpenSearch engines. Enables deep analytical queries, log visualization, machine learning anomalies detection, and application performance monitoring (APM) reporting.
 ### Metrics (2)
 
 #### Core Stack
@@ -514,11 +453,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Prometheus Scale
 
   - **(2020)** [Promster: Use Prometheus in huge deployments with dynamic clustering and scrape sharding capabilities based on ETCD service registration](https://github.com/flaviostutz/promster) ⭐ 31  [GO CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Leverages ETCD service registration to provide dynamic clustering and automated scrape sharding for distributed Prometheus deployments. While offering a lightweight alternative for scale-out setups, modern production environments in 2026 predominantly utilize Thanos, Cortex, or VictoriaMetrics for highly available global metrics engines.
-### Monitoring (1)
-
-#### Metrics Collection
-
-  - **(2024)** [Prometheus](https://nubenetes.com/prometheus/) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Prometheus is an open-source systems monitoring and alerting toolkit originally built at SoundCloud. It utilizes a pull-based metrics collection model over HTTP, powered by a highly efficient dimensional data model (TSDB) with PromQL. Essential for Kubernetes cloud-native environments, it excels in dynamic service discovery and real-time operational visibility.
 ### Opentelemetry (1)
 
 #### Collector Infrastructure
@@ -545,9 +479,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
   - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) ⭐ 3306  [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” A highly critical Prometheus collector that scrapes and formats JVM JMX mBeans. Widely utilized in enterprise legacy clusters running Java applications, Kafka, and Cassandra.
 ### Standards
 
-#### Interoperability
-
-  - **(2022)** [Prometheus and OpenTelemetry Compatibility Issues](https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Critically analyzes the historical divergence and friction between Prometheus metrics conventions and OpenTelemetry metrics data models. Explores alignment efforts, such as native OTLP support in Prometheus, to achieve semantic parity across enterprise cloud-native telemetry pipelines.
 #### Metrics Comparison
 
   - **(2023)** [timescale.com: Prometheus vs. OpenTelemetry Metrics: A Complete Guide](https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Provides a comprehensive architectural comparison between Prometheus metric collection (pull-based, PromQL-native) and OpenTelemetry (push-based OTLP, multi-signal trace correlation). Guides technical architects on choosing the appropriate framework or blending them in a hybrid topology.
@@ -559,7 +490,7 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 #### Grafana Tempo
 
   - **(2020)** [grafana.com: Announcing Grafana Tempo, a massively scalable distributed tracing system 🌟](https://grafana.com/blog/announcing-grafana-tempo-a-massively-scalable-distributed-tracing-system) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Grafana Tempo is an open-source, high-scale, easy-to-use, and cost-effective distributed tracing backend. Designed to require only object storage (like S3 or GCS) to operate, it eliminates the operational overhead and high costs of running complex indexes via Elasticsearch or Cassandra. Tempo integrates deeply with Grafana, Prometheus, and Loki, enabling seamless correlation between logs, metrics, and traces.
-### Visualization (1)
+### Visualization
 
 #### Dashboards
 
@@ -585,16 +516,9 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 ##### Continuous Profiling
 
   - **(2022)** [medium.com/performance-engineering-for-the-ordinary-barbie: Why profiling should be part of regular software development workflow 🌟](https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores the engineering benefits of integrating continuous runtime code profiling (CPU, Heap Allocation, Thread Locks) into developer workflows. Curator Insight: Advocacy for persistent tracing profiles. Live Grounding: Invaluable for diagnosing microservice memory leaks before deploying changes to live users.
-### Testing
-
-#### Benchmarking
-
-##### HTTP Tools
-
-  - **(2021)** [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [PYTHON CONTENT]  [COMMUNITY-TOOL] β€” Introduces pycurlb, a Python-based wrapper and benchmarking utility utilizing libcurl for low-overhead HTTP performance testing. Explores its use cases in testing microservice latency and raw throughput. Curator Insight: Quick functional introduction of a new pycurl tool. Live Grounding: Provides an alternative for developers seeking a highly customizable, scriptable curl execution engine for API baselining.
 ## Security (1)
 
-### Monitoring (2)
+### Monitoring
 
 #### Host Security
 
@@ -603,11 +527,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 
 ### Observability (9)
 
-#### Data Management
-
-##### Cost Optimization
-
-  - **(2023)** [instana.com: The Hidden Cost of Observability: Data Volume](https://www.ibm.com/think) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Investigates the financial and performance ramifications of high-cardinality data ingestion in modern APM systems. Discusses smart sampling, log aggregation, and metric filtering strategies. Curator Insight: Crucial warning on the price of raw ingestion. Live Grounding: Highly relevant for architects designing telemetry pipelines where unchecked trace collection can exceed production infrastructure budgets.
 #### Guides (1)
 
 ##### Beginners
@@ -623,11 +542,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 ##### RED Method
 
   - **(2018)** [infoworld.com: The RED method: A new strategy for monitoring microservices](https://www.infoworld.com/article/2270578/the-red-method-a-new-strategy-for-monitoring-microservices.html)  [COMMUNITY-TOOL] β€” Focuses on the RED monitoring methodology (Rate, Errors, Duration) created specifically for microservices architectures, comparing it to traditional USE metrics (Utilization, Saturation, Errors). Curator Insight: Crucial reference for modern microservice design. Live Grounding: Core architectural paradigm for tracing containerized HTTP and RPC interactions.
-#### Monitoring Theory
-
-##### Distributed Systems
-
-  - **(2016)** [==Monitoring Distributed Systems - Google SRE Book==](https://sre.google/sre-book/monitoring-distributed-systems) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The foundational text establishing distributed systems monitoring fundamentals. Introduces the 'four golden signals' (latency, traffic, errors, and saturation) and addresses the core engineering trade-offs between white-box and black-box monitoring. Curator Insight: Seminal SRE literature defining core telemetry metrics. Live Grounding: Remains the architectural blueprint for modern production-grade telemetry frameworks globally.
 #### Terminology
 
 ##### Monitoring Vs Observability
@@ -658,11 +572,6 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
 ##### Telemetry Routing
 
   - **(2019)** [bravenewgeek.com: The Observability Pipeline](https://bravenewgeek.com/the-observability-pipeline) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive technical exploration of the 'Observability Pipeline' architectural pattern, illustrating how to decouple telemetry sources from destinations using intermediate routing layers (e.g., Vector). Curator Insight: Deep-dive on data routing middleware. Live Grounding: A fundamental design paradigm for modern platform engineering, preventing vendor lock-in and optimizing ingestion costs.
-#### Infrastructure Design
-
-##### Telemetry Pipelines
-
-  - **(2022)** [learnsteps.com: Monitoring Infrastructure System Design](https://www.learnsteps.com/monitoring-infrastructure-system-design) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Architectural breakdown of designing an end-to-end monitoring infrastructure from scratch. Examines the selection of pull vs. push telemetry models, buffer queues (like Kafka), and time-series databases (TSDBs). Curator Insight: High-level overview of system design for monitoring platforms. Live Grounding: Serves as a great architectural primer for platform engineering teams building internal metrics systems.
 #### Logging Systems
 
 ##### Architecture (1)
@@ -670,7 +579,7 @@ description: "Top Monitoring resources for 2026, AI-ranked: OpenTelemetry Collec
   - **(2022)** [learnsteps.com: Logging Infrastructure System Design](https://www.learnsteps.com/logging-infrastructure-system-design) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Structural system architecture deep-dive covering high-volume log collection, queuing, indexing, and durable storage tiers (such as ELK, Grafana Loki, or OpenSearch). Curator Insight: Deep blueprint on logging pipeline design. Live Grounding: Essential reading for scaling logging clusters without sacrificing lookup speeds or bloating cloud storage costs.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/networking.md b/v2-docs/networking.md
index b2fcc757..3cf982bd 100644
--- a/v2-docs/networking.md
+++ b/v2-docs/networking.md
@@ -16,23 +16,6 @@ description: "Curated, AI-ranked Networking resources for the 2026 Cloud Native
 #### General Reference
 
   - [dzone: What Is CIDR (Classless Inter-Domain Routing)](https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: What Is CIDR (Classless Inter-Domain Routing) in the Kubernetes Tools ecosystem.
-## Cloud Infrastructure
-
-### Azure Networking
-
-#### Cost Optimization
-
-  - **(2026)** [Which Azure Network is Cheaper?](https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” This cost-analysis guide scrutinizes the pricing structures of Azure networking patterns, contrasting VNet Peering, Private Link, Virtual WAN, and ExpressRoute. It provides system architects with actionable formulas to optimize egress and internal data transfer fees, which are critical for high-throughput, multi-region distributed microservices.
-  - **(2025)** [A Guide to Azure Data Transfer Pricing](https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A deep analysis of the financial implications of Azure data transit. The guide breaks down costs associated with intra-region, inter-region, availability zone traversal, and internet egress. It is highly valuable for designing cost-efficient microservices that utilize high-frequency data synchronizations.
-#### Global Infrastructure
-
-  - **(2026)** [Azure Products by Region Table](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table) [N/A CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The definitive, live-updated reference catalog mapping the global availability of Azure services and network products across all Azure regions. This matrices-driven tool is vital for cloud architects designing multi-region redundancy, data residency compliance, and edge microservice topologies.
-#### Hybrid Connectivity
-
-  - **(2025)** [Azure ExpressRoute Resiliency: Best Practices for Production-Critical Workloads](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/azure-expressroute-resiliency-best-practices-for-production-critical-workloads/4394842) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Examines best practices for designing resilient Azure ExpressRoute topologies to safeguard production-critical hybrid cloud environments. Architects are guided through configuring dual-homing, active-active paths, BFD (Bidirectional Forwarding Detection), and automated failover strategies to prevent network isolation.
-#### Network Topology
-
-  - **(2025)** [Hub-Spoke Network Topology in Azure - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The foundational blueprint for Azure Hub-and-Spoke network design patterns. This guide details how to centralize shared infrastructure servicesβ€”such as firewalls, DNS, and ExpressRoute gatewaysβ€”within a hub VNet, while separating distinct microservice workloads into isolated spoke VNets.
 ## Computer Networking and IPAM
 
 ### Infrastructure Management
@@ -122,7 +105,7 @@ description: "Curated, AI-ranked Networking resources for the 2026 Cloud Native
   - **(2024)** [alexandrehtrb.github.io: HTTP/2 and HTTP/3 explained](https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A thorough engineering analysis contrasting architectural behaviors of HTTP/2 and HTTP/3. Examines the structural transition from TCP-based flows to UDP-based QUIC, detailing performance impacts.
 
 ---
-πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/newsfeeds.md b/v2-docs/newsfeeds.md
index def8f62b..066ab9aa 100644
--- a/v2-docs/newsfeeds.md
+++ b/v2-docs/newsfeeds.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Newsfeeds resources for 2026, AI-ranked: Kube Events, GitLab Collective and more β€” curated Cloud Native tools, guides and references."
+description: "Top Newsfeeds resources for 2026, AI-ranked: AWS Forums, Kube Events and more β€” curated Cloud Native tools, guides and references."
 ---
 # Forums and Communities
 
@@ -15,12 +15,11 @@ description: "Top Newsfeeds resources for 2026, AI-ranked: Kube Events, GitLab C
 
 #### General Reference
 
-  - [GitLab Collective](https://stackoverflow.com/collectives/gitlab)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering GitLab Collective in the Kubernetes Tools ecosystem.
-  - [reddit.com/r/java](https://www.reddit.com/r/java)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/java in the Kubernetes Tools ecosystem.
-  - [reddit.com/r/kubernetes](https://www.reddit.com/r/kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/kubernetes in the Kubernetes Tools ecosystem.
-  - [reddit.com/r/redhat](https://www.reddit.com/r/redhat)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/redhat in the Kubernetes Tools ecosystem.
-  - [reddit.com/r/openshift](https://www.reddit.com/r/openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/openshift in the Kubernetes Tools ecosystem.
   - [reddit.com/r/jenkinsci](https://www.reddit.com/r/jenkinsci)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/jenkinsci in the Kubernetes Tools ecosystem.
+  - [reddit.com/r/openshift](https://www.reddit.com/r/openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/openshift in the Kubernetes Tools ecosystem.
+  - [reddit.com/r/redhat](https://www.reddit.com/r/redhat)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/redhat in the Kubernetes Tools ecosystem.
+  - [reddit.com/r/kubernetes](https://www.reddit.com/r/kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/kubernetes in the Kubernetes Tools ecosystem.
+  - [GitLab Collective](https://stackoverflow.com/collectives/gitlab)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering GitLab Collective in the Kubernetes Tools ecosystem.
   - [reddit.com/r/gradle](https://www.reddit.com/r/gradle)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/gradle in the Kubernetes Tools ecosystem.
   - [reddit.com/r/QualityAssurance](https://www.reddit.com/r/QualityAssurance)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/QualityAssurance in the Kubernetes Tools ecosystem.
   - [reddit.com/r/jmeter](https://www.reddit.com/r/jmeter)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/jmeter in the Kubernetes Tools ecosystem.
@@ -35,6 +34,7 @@ description: "Top Newsfeeds resources for 2026, AI-ranked: Kube Events, GitLab C
   - [reddit.com/r/ansible](https://www.reddit.com/r/ansible)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/ansible in the Kubernetes Tools ecosystem.
   - [reddit.com/r/postgres](https://www.reddit.com/r/postgres)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/postgres in the Kubernetes Tools ecosystem.
   - [reddit.com/r/git](https://www.reddit.com/r/git)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/git in the Kubernetes Tools ecosystem.
+  - [reddit.com/r/java](https://www.reddit.com/r/java)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/java in the Kubernetes Tools ecosystem.
   - [reddit.com/r/python](https://www.reddit.com/r/Python)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/python in the Kubernetes Tools ecosystem.
   - [reddit.com/r/bashonubuntuonwindows](https://www.reddit.com/r/bashonubuntuonwindows)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/bashonubuntuonwindows in the Kubernetes Tools ecosystem.
   - [Stack Overflow Collectives 🌟](https://stackoverflow.com/collectives)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Stack Overflow Collectives 🌟 in the Kubernetes Tools ecosystem.
@@ -49,9 +49,12 @@ description: "Top Newsfeeds resources for 2026, AI-ranked: Kube Events, GitLab C
 #### Events
 
   - **(2023)** [Kube Events](https://kube.events) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A community event calendar mapping meetups and conferences across the CNCF and Kubernetes ecosystem, focusing on platform engineering, container tuning, and cloud-native cost management sessions.
+#### Forums
+
+  - **(2023)** [AWS Forums](https://repost.aws) 🌟🌟🌟 [LEGACY] β€” A legacy discussion forum resource for AWS developers troubleshooting infrastructure configurations and billing queries. Note: The platform has largely migrated to AWS Re:Post for community support.
 
 ---
-πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Recruitment](./recruitment.md)
+πŸ’‘ **Explore Related:** [HR](./hr.md) | [Workfromhome](./workfromhome.md) | [Appointment Scheduling](./appointment-scheduling.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/newsql.md b/v2-docs/newsql.md
index 32a80d38..3ef99168 100644
--- a/v2-docs/newsql.md
+++ b/v2-docs/newsql.md
@@ -18,7 +18,7 @@ description: "Curated, AI-ranked Newsql resources for the 2026 Cloud Native arch
   - [muratbuffalo.blogspot.com: What’s Really New with NewSQL?](https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/noops.md b/v2-docs/noops.md
index 45c3f760..d89a901d 100644
--- a/v2-docs/noops.md
+++ b/v2-docs/noops.md
@@ -36,7 +36,7 @@ description: "Top Noops resources for 2026, AI-ranked: 7 arguments against NoOps
   - **(2021)** [Serverless Computing: Moving from DevOps to NoOps](https://devops.com/serverless-computing-moving-from-devops-to-noops) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Evaluates how serverless architectures drive NoOps execution. Emphasizes shifting operations responsibilities (e.g., node provisioning, patching, scaling) to public cloud platforms, allowing developers to focus strictly on code components.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/nosql.md b/v2-docs/nosql.md
index 5e8ebf83..f0cfb1d8 100644
--- a/v2-docs/nosql.md
+++ b/v2-docs/nosql.md
@@ -100,13 +100,6 @@ description: "Top NoSQL resources for 2026, AI-ranked: MongoDB security tutorial
 #### NoSQL
 
   - **(2012)** [Youtube: Introduction to NoSQL by Martin Fowler](https://www.youtube.com/watch?v=qI_g07C_Q5I)  [COMMUNITY-TOOL] β€” Martin Fowler’s classic presentation detailing NoSQL database paradigms. Analyzes key-value, document, column-family, and graph databases, clarifying aggregate-oriented modeling and performance trade-offs against relational databases.
-## Infrastructure
-
-### Caching
-
-#### Redis
-
-  - **(2023)** [Redis](https://redis.io) [C CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The documentation portal for Redis, an in-memory data store used as a cache, database, and message broker. It highlights key features like replication, clustering, and data structures (such as Streams and Sorted Sets) that power real-time apps.
 ## Observability
 
 ### Microservices Monitoring
@@ -116,7 +109,7 @@ description: "Top NoSQL resources for 2026, AI-ranked: MongoDB security tutorial
   - **(2021)** [github.com/oslabs-beta: Odin's Eye](https://github.com/oslabs-beta/OdinsEye) [JAVASCRIPT CONTENT] 🌟 [COMMUNITY-TOOL] β€” Open-source developer utility designed to monitor distributed microservices architecture patterns, tracking internal query metrics and communication flows. Primarily active within the community sandbox.
 
 ---
-πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Crunchydata](./crunchydata.md) | [Databases](./databases.md)
+πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Databases](./databases.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/ocp3.md b/v2-docs/ocp3.md
index 3353e850..34925a03 100644
--- a/v2-docs/ocp3.md
+++ b/v2-docs/ocp3.md
@@ -11,11 +11,6 @@ description: "Top OCP 3 resources for 2026, AI-ranked: **KubeFed Operator**, Non
 
 ## App Development
 
-### Frontend
-
-#### Continuous Delivery
-
-  - **(2019)** [developers.redhat.com: Handling Angular environments in continuous delivery with Red Hat OpenShift](https://developers.redhat.com/blog/2019/11/27/handling-angular-environments-in-continuous-delivery-with-red-hat-openshift) [TYPESCRIPT CONTENT]  [ENTERPRISE-STABLE] [GUIDE] β€” Details clean patterns for deploying Angular-based web applications on OpenShift. Demonstrates injecting environment variables at container start time instead of packaging distinct, static bundles for each target environment.
 ### Packaging
 
 #### Helm Charts
@@ -28,9 +23,9 @@ description: "Top OCP 3 resources for 2026, AI-ranked: **KubeFed Operator**, Non
 
 #### General Reference
 
-  - [dzone: 8 Options for Capturing Thread Dumps](https://dzone.com/articles/how-to-take-thread-dumps-7-options)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: 8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.
   - **(None)** [](https://www.redhat.com/en/blog/using-openshift-3-on-your-local-environment)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
   - **(None)** [](https://www.redhat.com/en/blog/how-full-is-my-cluster-part-5-a-capacity-management-dashboard)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
+  - [dzone: 8 Options for Capturing Thread Dumps](https://dzone.com/articles/how-to-take-thread-dumps-7-options)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: 8 Options for Capturing Thread Dumps in the Kubernetes Tools ecosystem.
 ## CICD
 
 ### Gitops
@@ -61,6 +56,13 @@ description: "Top OCP 3 resources for 2026, AI-ranked: **KubeFed Operator**, Non
   - **(2019)** [blog.openshift.com/full-cluster-capacity-management-monitoring-openshift](https://www.redhat.com/en/blog/full-cluster-capacity-management-monitoring-openshift) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight initiates a series on OpenShift capacity planning. Live Grounding details Prometheus and Grafana alerts, memory saturation metrics, and CPU scheduling limits. Essential for cluster administrators managing highly dense node resources.
   - **(2019)** [blog.openshift.com/full-cluster-part-2-protecting-nodes](https://www.redhat.com/en/blog/full-cluster-part-2-protecting-nodes) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight focuses on securing host resources from rogue applications. Live Grounding details eviction thresholds, pod limits, and system-reserved configuration paths inside OpenShift clusters. Vital for maintaining node reliability.
   - **(2019)** [full-cluster-part-3-capacity-management](https://www.redhat.com/en/blog/full-cluster-part-3-capacity-management) [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight reviews multi-tenant resource optimization. Live Grounding analyzes quotas, LimitRanges, and tenant isolation layers in enterprise workloads. Highly effective for designing multi-team cluster footprints.
+## Observability
+
+### Application Monitoring
+
+#### Java JMX
+
+  - **(2017)** [developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)](https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Guides developers on using Jolokia, an HTTP/JSON bridge for JMX, to securely query and troubleshoot Java microservices deployed inside Red Hat OpenShift pods.
 ## Platform Architecture
 
 ### Administration
@@ -134,7 +136,7 @@ description: "Top OCP 3 resources for 2026, AI-ranked: **KubeFed Operator**, Non
   - **(2018)** [developers.redhat.com: Securing .NET Core on OpenShift using HTTPS](https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https) [C# CONTENT]  [ENTERPRISE-STABLE] [GUIDE] β€” Guides engineers through configuring ASP.NET Core microservices with end-to-end TLS encryption on OpenShift. Discusses dynamic integration of local server certificates using OpenShift's service serving certificates feature.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/ocp4.md b/v2-docs/ocp4.md
index eeec7207..5406d515 100644
--- a/v2-docs/ocp4.md
+++ b/v2-docs/ocp4.md
@@ -1,5 +1,5 @@
 ---
-description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHub: OKD4 and more β€” curated Cloud Native tools, guides and references."
+description: "Top OCP 4 resources for 2026, AI-ranked: OpenShift Serverless, AWS Account Set Up and more β€” curated Cloud Native tools, guides and references."
 ---
 # OCP 4
 
@@ -27,6 +27,13 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Quarkus
 
   - **(2020)** [developers.redhat.com: Spring Boot to Quarkus migrations and more in Red Hat’s migration toolkit for applications 5.1.0](https://developers.redhat.com/blog/2020/12/08/spring-boot-to-quarkus-migrations-and-more-in-red-hats-migration-toolkit-for-applications-5-1-0)  [LEGACY] β€” An exploration of Red Hat's Migration Toolkit for Applications 5.1.0, focusing on automating the migration path from legacy Spring Boot dependencies to lightweight, Kubernetes-native Quarkus microservices to reduce resource overhead.
+## Application Delivery
+
+### Enterprise Modernization
+
+#### Multi-cluster Strategy
+
+  - **(2021)** [openshift.com: Applications Here, Applications There! - Part 3 - Application Migration](https://www.redhat.com/en/blog/applications-here-applications-there-part-3-application-migration) [YAML CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Investigates strategies for migrating active application states and resource structures between hybrid and multi-cloud OpenShift clusters without losing critical metadata or transaction continuity.
 ## Architectural Foundations
 
 ### Kubernetes Tools
@@ -84,6 +91,14 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Azure Red Hat Openshift
 
   - **(2020)** [Introducing Azure Red Hat OpenShift on OpenShift 4 🌟](https://www.redhat.com/en/blog/introducing-azure-red-hat-openshift-on-openshift-4)  [COMMUNITY-TOOL] β€” Details the managed Azure Red Hat OpenShift (ARO) offering on OpenShift 4, built on operator-led cluster lifecycle management. It discusses direct integration with Microsoft Azure services, integrated scaling, and unified support channels. This managed service drastically simplifies operational overhead, letting enterprises focus purely on microservices delivery.
+## Cloud Native
+
+### Kubernetes Serverless
+
+#### Knative
+
+  - **(2021)** [**redhat.com: What is knative?**](https://www.redhat.com/en/topics/microservices/what-is-knative) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat's baseline structural review of Knative, mapping its internal serving controllers, ingress routes, and cluster event models for enterprise operators.
+  - **(2020)** [**datacenterknowledge.com: Explaining Knative, the Project to Liberate Serverless from Cloud Giants**](https://www.datacenterknowledge.com/servers/explaining-knative-the-project-to-liberate-serverless-from-cloud-giants) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines Knative's industry goal of creating an open, pluggable platform layer that frees enterprise organizations from public cloud vendor lock-in.
 ## Cloud Native Application
 
 ### Serverless
@@ -176,6 +191,13 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Technical Background
 
   - **(2018)** [nextplatform.com: red hat flexes CoreOS muscle in openshift kubernetes platform](https://www.nextplatform.com/cloud/2018/10/15/red-hat-flexes-coreos-muscle-in-openshift-kubernetes-platform/1631979) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Discusses the strategic integration of Red Hat Enterprise Linux CoreOS (RHCOS) within OpenShift 4. Reviews the architectural impact of immutable operating systems on container security, automated node provisioning, and life-cycle scaling.
+## Databases
+
+### Postgresql
+
+#### Developer Tutorials
+
+  - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [SQL CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Interactive educational portal offering structured developer exercises focused on core database engineering. Includes tasks on indexing optimizations, raw performance telemetry, and complex JSON data orchestration strategies in PostgreSQL.
 ## Developer Experience
 
 ### Application Development
@@ -304,6 +326,11 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Telemetry Metrics
 
   - **(2021)** [**developers.redhat.com: Troubleshooting application performance with Red Hat OpenShift metrics, Part 4: Gathering performance metrics**](https://developers.redhat.com/articles/2021/07/29/troubleshooting-application-performance-red-hat-openshift-metrics-part-4) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Part 4 of an diagnostics series focusing on scraping application targets and debugging latency. Shows how to use the built-in PromQL interface on OpenShift to trace application runtime anomalies.
+### Openshift (4)
+
+#### Openshift Serverless (1)
+
+  - **(2026)** [==OpenShift Serverless==](https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless) [NONE CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Red Hat's production-hardened Knative integration. Provides out-of-the-box scale-to-zero capabilities, event routing, and secure cluster integration under the OpenShift console.
 ### Operator Framework
 
 #### Lifecycle Management
@@ -377,13 +404,6 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 
   - **(2021)** [**developers.redhat.com: Containerize .NET for Red Hat OpenShift: Use a Windows VM like a container**](https://developers.redhat.com/blog/2021/04/29/containerize-net-for-red-hat-openshift-use-a-windows-vm-like-a-container) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Explains how to execute legacy .NET applications alongside Linux containers on OpenShift. Details the usage of the Windows Machine Config Operator (WMCO) to run and manage Windows Server VMs directly inside OpenShift.
   - **(2021)** [**cloud.redhat.com: Announcing Bring Your Own Host Support for Windows nodes to Red Hat OpenShift**](https://www.redhat.com/en/blog/announcing-bring-your-own-host-support-for-windows-nodes-to-red-hat-openshift) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Announces Bring Your Own Host (BYOH) capabilities for Windows Server workloads on OpenShift. Explains how this feature allows operators to manually bootstrap pre-configured Windows instances into their clusters.
-## Extensibility
-
-### Operators
-
-#### Lifecycle Management (1)
-
-  - **(2024)** [==Red Hat OLM==](https://github.com/operator-framework/operator-lifecycle-manager) ⭐ 1857  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Part of the Operator Framework, OLM manages the installation, updates, and role-based access control of Operators running inside a cluster. It acts as an orchestrator for custom resource definitions (CRDs) and controller versions, ensuring dependencies are resolved safely. This tool is standard infrastructure across Red Hat OpenShift and enterprise Kubernetes configurations to scale operations reliably.
 ## Extensibility and Apis
 
 ### Microservices
@@ -396,6 +416,16 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Community Feed
 
   - **(2024)** [twitter.com/operatorhubio](https://x.com/operatorhubio)  [COMMUNITY-TOOL] β€” The official community account sharing news, releases, and developments in the operator ecosystem.
+#### OLM Core
+
+  - **(2026)** [==OLM Arquitecture==](https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md) ⭐ 1857  [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” This repository provides deep technical designs for Operator Lifecycle Manager (OLM). It handles updates, dependency validation, and multi-tenant installations of Kubernetes Operators.
+## Extensibility and Development
+
+### Registries and Catalogs
+
+#### Operator Discovery
+
+  - **(2026)** [operatorhub.io](https://operatorhub.io) [N/A CONTENT]  [COMMUNITY-TOOL] β€” OperatorHub is the central ecosystem registry showcasing community and enterprise Operators. It functions as an indexing catalog that standardizes installation formats, promoting packaging standards aligned with the Operator Lifecycle Manager (OLM) format.
 ## Industry Solution
 
 ### Construction Industry
@@ -411,6 +441,11 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Ansible
 
   - **(2021)** [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [SHELL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A community repository of automation playbooks and scripts designed to streamline configuration, security hardening, and deployment procedures across diverse OpenShift Container Platform clusters.
+### Cluster Management (2)
+
+#### Declarative Nodes
+
+  - **(2026)** [==Machine API==](https://github.com/openshift/machine-api-operator/tree/main) ⭐ 186  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The Machine API Operator is a foundational component of OpenShift 4's declarative node lifecycle. Based on upstream Cluster API, it manages clusters of Machine objects as standard Kubernetes resources, enabling auto-scaling, self-healing nodes, and seamless multi-cloud provider instance integration directly from the cluster console.
 ### Cluster Provisioning
 
 #### AWS Quick Starts
@@ -429,6 +464,14 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Kubernetes Backup Operators
 
   - **(2026)** [==github.com/vmware-tanzu/velero==](https://github.com/velero-io/velero) ⭐ 10062  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Velero is the standard open-source utility for safely backing up and restoring entire Kubernetes cluster structures and persistent volumes. Deeply integrates with both raw cloud APIs and file-level utilities like Kopia and Restic.
+### Kubernetes Distributions
+
+#### Enterprise Distributions
+
+  - **(2026)** [OKD](https://okd.io) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The community-backed, open-source upstream counterpart to Red Hat OpenShift. OKD integrates Kubernetes with core Linux container tools (like Fedora CoreOS) to offer a complete self-managing, multi-tenant container platform designed for declarative applications, CI/CD, and simplified enterprise operations.
+#### Market Landscapes
+
+  - **(2022)** [itprotoday.com: Who's Winning in the Container Software Market 🌟](https://www.techtarget.com/searchcio/answer/ITPro-Today-Network-Computing-IoT-World-Today-combine-with-TechTarget)  [COMMUNITY-TOOL] β€” A business and market analysis of the container software landscape, highlighting market share dynamics, consolidation waves, and the competitive positioning of major players like Red Hat, VMware, Rancher, and cloud hyperscalers. Reflects the strategic evolution toward managed platform-as-a-service models.
 ### Kubernetes Operators (1)
 
 #### Database and Registry
@@ -574,14 +617,24 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
   - **(2020)** [OpenShift topology view: A milestone towards a better developer experience](https://www.redhat.com/en/blog/openshift-topology-view-milestone-towards-better-developer-experience)  [COMMUNITY-TOOL] β€” An analysis of the OpenShift Developer Console Topology View. This visual dashboard maps microservice networks, workloads, and real-time build systems, significantly easing day-to-day application management tasks.
 ## Platform Engineering
 
-### Kubernetes Distributions
+### Developer Experience (2)
+
+#### Red Hat Ecosystem (1)
+
+  - **(2026)** [==Developer Sandbox==](https://developers.redhat.com/developer-sandbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Provides immediate, zero-cost developer access to an active, shared OpenShift cluster environment pre-populated with cloud-native tooling. Eliminates complex infrastructure bootstrapping for developers, letting them deploy containers instantly. In 2026, it is the standard starting sandbox for assessing OpenShift APIs.
+### Ecosystem (1)
+
+#### Marketplace (1)
+
+  - **(2024)** [Red Hat Marketplace](https://marketplace.redhat.com/sunset) 🌟🌟 [COMMUNITY-TOOL] β€” Originally a portal dedicated to discovering, buying, and provisioning certified operators and third-party software on OpenShift. While the standalone portal has transitioned, the actual operational flow has been assimilated directly into the internal OpenShift OperatorHub interface.
+### Kubernetes Distributions (1)
 
 #### Evaluation and Sandbox
 
   - **(2026)** [**try.openshift.com 🌟**](https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Unified gateway for trialing OpenShift deployments across public clouds, virtualization platforms, and local developer workstations (via OpenShift Local). Enables architects to evaluate operational complexity and developer tooling. Continually updated in 2026 to reflect the latest stable 4.x features.
 ## Platforms
 
-### Cluster Management (2)
+### Cluster Management (3)
 
 #### Cluster Provisioning (1)
 
@@ -611,7 +664,7 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 
   - **(2021)** [okd4-upi-lab-setup: Building an OpenShift - OKD 4.X Lab](https://cgruver.github.io/okd4-upi-lab-setup) [ANSIBLE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An automated GitHub lab orchestration repository designed to construct an OKD 4.x environment via User Provisioned Infrastructure (UPI). Using automated Bash scripts and Ansible playbooks, it speeds up the configuration of helper services (DNS, HAProxy, Web server) and manages cluster deployment.
   - **(2020)** [blog.openshift.com: Guide to Installing an OKD 4.4 Cluster on your Home Lab](https://www.redhat.com/en/blog/guide-to-installing-an-okd-4-4-cluster-on-your-home-lab) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An extensive blog series instructing network engineers and developers on setting up a bare-metal OKD 4.4 cluster inside a personal home lab. It covers essential infrastructure prep, including configuring DHCP, DNS forwarding, PXE booting, HAProxy for load balancing, and deploying the bootstrap control VM.
-### Lifecycle Management (2)
+### Lifecycle Management (1)
 
 #### Application Migration
 
@@ -628,7 +681,7 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 
   - **(2025)** [Homepage](https://crc.dev)  [COMMUNITY-TOOL] β€” The landing portal for Red Hat OpenShift Local (formerly CodeReady Containers / CRC). OpenShift Local packages a minimal, single-node OpenShift cluster into a single virtual machine optimized for local development. Live grounding confirms it is the primary local emulation tool, replacing minishift, and is designed for developers building cloud-native applications directly on macOS, Windows, or Linux.
   - **(2019)** [Red Hat OpenShift 4.2 on your laptop: Introducing **Red Hat CodeReady Containers**](https://developers.redhat.com/blog/2019/09/05/red-hat-openshift-4-on-your-laptop-introducing-red-hat-codeready-containers)  [COMMUNITY-TOOL] β€” Historical launch announcement introducing Red Hat CodeReady Containers (now OpenShift Local) for OpenShift 4.2. It marks the transition to Operator-driven OpenShift clusters running on local developer laptops. The single-node environment utilizes host-native hypervisors (Hyper-V, Libvirt, Hyperkit) to containerize all cluster control-plane workloads into a resource-constrained footprint.
-#### Operators (1)
+#### Operators
 
   - **(2020)** [Install Red Hat OpenShift Operators on your laptop using Red Hat CodeReady Containers and Red Hat Marketplace](https://developers.redhat.com/blog/2020/09/09/install-red-hat-openshift-operators-on-your-laptop-using-red-hat-codeready-containers-and-red-hat-marketplace)  [LEGACY] β€” This tutorial covers deploying OpenShift Operators inside CodeReady Containers (OpenShift Local). Note: Red Hat Marketplace integration steps are now legacy due to the marketplace's sunset. However, the core technique of utilizing local Operator Lifecycle Manager (OLM) configurations to install enterprise-grade catalog operators on a local developer laptop remains highly relevant.
 #### Remote Deployments
@@ -686,6 +739,13 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Cluster Design
 
   - **(2021)** [openshift.com: OpenShift Security Best Practices for Kubernetes Cluster Design 🌟](https://www.redhat.com/en/blog/openshift-security-best-practices-for-kubernetes-cluster-design) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores architectural security design patterns for OpenShift, including network segmentation, API access control, multi-tenancy models, and secure OS configurations via CoreOS. It highlights key defensive controls like Security Context Constraints (SCCs) and identity provider integrations. A must-read for compliance-oriented infrastructure architects designing high-security Kubernetes platforms.
+## Service Mesh (1)
+
+### Red Hat Openshift
+
+#### Enterprise Platforms
+
+  - **(2020)** [blog.openshift.com: Red Hat OpenShift Service Mesh is now available: What you should know 🌟](https://www.redhat.com/en/blog/red-hat-openshift-service-mesh-is-now-available-what-you-should-know)  [COMMUNITY-TOOL] β€” Announcement detailing the GA availability of Red Hat OpenShift Service Mesh. Explains the integrated packaging of Istio, Envoy, and Jaeger under OpenShift's strict security paradigms.
 ## Storage
 
 ### Cloud-native Storage
@@ -693,6 +753,21 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Openshift Data Foundation
 
   - **(2023)** [Red Hat OpenShift Container Storage 4](https://www.redhat.com/en/technologies/cloud-computing/openshift-data-foundation) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Red Hat OpenShift Data Foundation (formerly OpenShift Container Storage 4) delivers software-defined persistent storage engineered for containerized environments. Built on Ceph, Rook, and NooBaa, ODF provides unified block, file, and object storage interfaces directly inside Kubernetes. This architecture simplifies lifecycle operations and enables dynamic provisioning, snapshotting, and disaster recovery across hybrid cloud footprints.
+### Distributed Storage
+
+#### Ceph
+
+  - **(2026)** [Red Hat Ceph Storage](https://ceph.io/en) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Red Hat Ceph Storage is an enterprise product offering distributed block, file, and object storage coupled with multi-cloud data federation via NooBaa. It incorporates enterprise efficiency tools like global data compression, data deduplication, asynchronous multi-site replication, and strong encryption policies.
+### Enterprise Storage
+
+#### Red Hat Storage
+
+  - **(2021)** [State of OpenShift Container Storage](https://www.redhat.com/en/blog/state-of-openshift-container-storage-eran-tamir-and-duncan-hardie-red-hat)  [COMMUNITY-TOOL] β€” This architectural overview analyzes the Red Hat OpenShift Container Storage platform (now OpenShift Data Foundation). It details how combining Ceph, NooBaa, and Rook creates an integrated control plane to deliver multi-cloud block, file, and object endpoints for OpenShift workloads.
+### Kubernetes Storage
+
+#### Storage Orchestrators
+
+  - **(2026)** [==Rook==](https://rook.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Rook acts as a production-hardened CNCF graduated storage orchestrator that natively embeds Ceph within Kubernetes. By managing disks, pools, and filesystems as declarative resources, Rook eliminates manual storage administration and bridges Kubernetes-native paradigms with high-availability bare metal storage.
 ## Storage and Data
 
 ### Cloud Native Storage
@@ -700,7 +775,7 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
 #### Ceph Operators
 
   - **(2024)** [Rook-Ceph](https://operatorhub.io/operator/rook-ceph) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The OperatorHub page for Rook-Ceph, establishing a Kubernetes-native way to run storage servers directly on a cluster. It turns local drives into dynamic volumes.
-### Enterprise Storage
+### Enterprise Storage (1)
 
 #### Robin Storage
 
@@ -712,7 +787,7 @@ description: "Top OCP 4 resources for 2026, AI-ranked: AWS Account Set Up, GitHu
   - **(2022)** [cloud.redhat.com: Scale your application containers on Red Hat OpenShift Service on AWS (ROSA) clusters using Amazon EFS storage](https://www.redhat.com/en/blog/scale-your-application-containers-on-red-hat-openshift-service-on-aws-rosa-clusters-using-amazon-efs-storage) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Teaches architects how to provision and leverage Amazon Elastic File System (EFS) to achieve multi-AZ ReadWriteMany (RWX) storage for scalable application backends.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md) | [Docker](./docker.md)
+πŸ’‘ **Explore Related:** [Container Managers](./container-managers.md) | [Openshift](./openshift.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/openshift-pipelines.md b/v2-docs/openshift-pipelines.md
index 2d8c69b8..891d3b1d 100644
--- a/v2-docs/openshift-pipelines.md
+++ b/v2-docs/openshift-pipelines.md
@@ -39,7 +39,6 @@ description: "Top Openshift Pipelines resources for 2026, AI-ranked: GitHub: Ecl
   - **(2019)** [blog.openshift.com: Deploying jenkins on openshift - part 1](https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1) [SHELL CONTENT]  [COMMUNITY-TOOL] β€” Enterprise guide illustrating structural configuration, route definition, and persistent storage bindings for deploying stable Jenkins masters inside OpenShift namespaces.
   - **(2019)** [blog.openshift.com: Improving jenkins performance on openshift - part 2](https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Architectural performance tuning guide for running large-scale Jenkins deployments on OpenShift. Addresses JVM optimization, garbage collection configuration, build concurrency limit management, and persistent storage class optimizations.
   - **(2019)** [blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters (with Jenkins)](https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters) [GROOVY CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Advanced architectural walkthrough on utilizing Jenkins to orchestrate synchronized microservice deployments across federated, multi-datacenter OpenShift cluster topologies.
-  - **(2018)** [opensource.com: Running Jenkins builds in Openshift containers](https://opensource.com/article/18/4/running-jenkins-builds-containers) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Guide detailing the setup and execution of transient Jenkins agents within OpenShift containers. Focuses on orchestrating dynamic pod allocations for build execution, maximizing cluster efficiency and isolating build contexts.
 ### Gitops and Pipelines
 
 #### Github Actions Integration
@@ -84,10 +83,8 @@ description: "Top Openshift Pipelines resources for 2026, AI-ranked: GitHub: Ecl
 #### Jenkins Pipelines (1)
 
   - **(2021)** [OpenShift Container Pipelines Samples 🌟](https://github.com/redhat-cop/container-pipelines) ⭐ 160  [GROOVY CONTENT] 🌟🌟 [COMMUNITY-TOOL] [LEGACY] β€” A repository of pipeline configurations originally curated by the Red Hat Community of Practice. Useful for understanding legacy configurations on OpenShift 3 and 4, though modern pipelines have shifted to Tekton architectures.
-  - **(2026)** [Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative Syntax 🌟](https://www.jenkins.io/doc/book/pipeline/syntax) [GROOVY CONTENT] [DOCUMENTATION]  [DE FACTO STANDARD] [GUIDE] β€” The official Jenkins specification document clarifying Scripted (Groovy DSL) and Declarative pipeline syntaxes. Essential reference material for engineers looking to configure reliable, version-controlled execution steps within enterprise environments.
   - **(2021)** [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) ⭐ 51  [GROOVY CONTENT] [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] [LEGACY] β€” A collection of shared pipeline libraries providing modular groovy wrapper methods for OpenShift deployments. Most implementations are archived as enterprise standards have pivoted completely toward Tekton Pipelines and Argo CD GitOps pipelines.
   - **(2019)** [developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4](https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4) [GROOVY CONTENT]  [ENTERPRISE-STABLE] [GUIDE] β€” A structured tutorial on initializing Jenkins-driven continuous delivery setups in early OpenShift 4 environments. Highlights configuration, service account configuration, and deploying pre-packaged Jenkins templates on-cluster.
-  - **(2018)** [Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟](https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin) [GROOVY CONTENT]  [GUIDE] [LEGACY] β€” Provides a comprehensive overview of building declarative CI/CD routines utilizing the OpenShift DSL Plugin. Enables developers to construct clean pipeline workflows with native OpenShift resource operations directly inside Jenkins files.
   - **(2017)** [Simply Explained: OpenShift and Jenkins Pipelines](https://www.redhat.com/en/blog/jenkins-pipelines) [NONE CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” An explanatory article outlining the core architectural concepts of continuous integration pipelines inside enterprise containers. Focuses on orchestrating builds, scaling execution agents dynamically, and promoting stable application rollouts.
 #### Legacy Jenkins
 
@@ -112,7 +109,7 @@ description: "Top Openshift Pipelines resources for 2026, AI-ranked: GitHub: Ecl
   - **(2023)** [==github - fabric8, maven plugin==](https://github.com/fabric8io/fabric8-maven-plugin) ⭐ 334  [JAVA CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” A Maven plugin designed to package Java projects into lightweight Docker/OCI images and generate corresponding Kubernetes resource manifests automatically. Double-Evidence: Note that this project is archived and superseded by Eclipse JKube in modern development environments.
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Flux](./flux.md) | [Argo](./argo.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/openshift.md b/v2-docs/openshift.md
index 8f511802..23b34a85 100644
--- a/v2-docs/openshift.md
+++ b/v2-docs/openshift.md
@@ -15,8 +15,8 @@ description: "Top Openshift resources for 2026, AI-ranked: AWS Account Set Up, A
 
 #### General Reference
 
-  - [reddit.com/r/redhat](https://www.reddit.com/r/redhat)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/redhat in the Kubernetes Tools ecosystem.
   - [reddit.com/r/openshift](https://www.reddit.com/r/openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/openshift in the Kubernetes Tools ecosystem.
+  - [reddit.com/r/redhat](https://www.reddit.com/r/redhat)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/redhat in the Kubernetes Tools ecosystem.
   - **(None)** [](https://www.redhat.com/en/technologies/cloud-computing/openshift/dedicated)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
   - [reddit](https://www.reddit.com/r/openshift/comments/e1kw48/openshift_42_vsphere_install)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit in the Kubernetes Tools ecosystem.
   - **(None)** [](https://www.redhat.com/en/blog/deploying-openshift-4.4-to-vmware-vsphere-7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
@@ -114,6 +114,13 @@ description: "Top Openshift resources for 2026, AI-ranked: AWS Account Set Up, A
 #### Egress Firewalls
 
   - **(2024)** [**Accessing External Services Using Egress Router**](https://www.redhat.com/en/blog/accessing-external-services-using-egress-router) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Deep-dive into configuring Red Hat OpenShift Egress Router pods to map outbound traffic to dedicated public IPs. This facilitates firewalled external resources (like legacy DBs) to authorize connections from fluid Kubernetes pods securely.
+## Performance Engineering
+
+### Kubernetes Optimization
+
+#### Autonomous Tuning
+
+  - **(2025)** [**How Kruize Optimizes OpenShift Workloads**](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads) [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical review explaining how the Kruize Autotune project leverages prometheus metrics to autonomously profile and adjust microservices allocations on enterprise OpenShift clusters.
 ## Platform Engineering (1)
 
 ### Architectural Insights
@@ -208,7 +215,7 @@ description: "Top Openshift resources for 2026, AI-ranked: AWS Account Set Up, A
   - **(2022)** [opensource.com: Why choose Rocket.Chat for your open source chat tool](https://opensource.com/article/22/1/rocketchat-data-privacy) [JAVASCRIPT CONTENT]  [COMMUNITY-TOOL] β€” Technical review advocating for Rocket.Chat as a privacy-focused, scalable, open-source communication application. Provides design concepts for self-hosting chat infrastructure inside sandboxed container platforms.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/oraclecloud.md b/v2-docs/oraclecloud.md
index d6034e8a..b29205d3 100644
--- a/v2-docs/oraclecloud.md
+++ b/v2-docs/oraclecloud.md
@@ -38,7 +38,7 @@ description: "Curated, AI-ranked Oraclecloud resources for the 2026 Cloud Native
   - **(2023)** [Oracle Container Engine for Kubernetes (OKE)](https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The official product documentation for Oracle Container Engine for Kubernetes (OKE). It highlights the architectural integration of managed master nodes, native storage arrays, virtual cloud networks, and IAM profiles, delivering an enterprise-ready environment for demanding production workloads.
 
 ---
-πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/other-awesome-lists.md b/v2-docs/other-awesome-lists.md
index 2027f356..fd565c64 100644
--- a/v2-docs/other-awesome-lists.md
+++ b/v2-docs/other-awesome-lists.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Other Awesome Lists resources for 2026, AI-ranked: Awesome Test Automation, Tech Interview Handbook and more β€” curated Cloud Native tools, guides and references."
+description: "Top Other Awesome Lists resources for 2026, AI-ranked: Available kubectl plugins, Awesome Kubectl plugins and more β€” curated Cloud Native tools, guides and."
 ---
 # Awesome Lists
 
@@ -737,7 +737,7 @@ description: "Top Other Awesome Lists resources for 2026, AI-ranked: Awesome Tes
   - **(2026)** [Awesome Testing code snippets](https://github.com/slawekradzyminski/AwesomeTesting) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A handy collection of code snippets, unit tests, and mocking architectures written across various development frameworks. Assists individual developers in quickly establishing mock-ups and isolated test cases. Ideal for bootstrapping automated integration tests in diverse multi-language environments.
 
 ---
-πŸ’‘ **Explore Related:** [About](./about.md) | [AWS Architecture](./aws-architecture.md) | [AWS Tools Scripts](./aws-tools-scripts.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/performance-testing-with-jenkins-and-jmeter.md b/v2-docs/performance-testing-with-jenkins-and-jmeter.md
index edf3fddf..d9fcfd66 100644
--- a/v2-docs/performance-testing-with-jenkins-and-jmeter.md
+++ b/v2-docs/performance-testing-with-jenkins-and-jmeter.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Performance Testing With Jenkins And Jmeter resources for 2026, AI-ranked: Locust, Iter8 and more β€” curated Cloud Native tools, guides and references."
+description: "Top Performance Testing With Jenkins And Jmeter resources for 2026, AI-ranked: Locust, performance-plugin and more β€” curated Cloud Native tools, guides and."
 ---
 # Performance testing with jenkins and JMeter or Gatling
 
@@ -53,13 +53,6 @@ description: "Top Performance Testing With Jenkins And Jmeter resources for 2026
   - **(2024)** [docs.microsoft.com: Azure Load Testing](https://learn.microsoft.com/en-us/azure/app-testing) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Azure's managed load testing service that lets developers generate high-scale load using existing Apache JMeter scripts. Synthesizing live cloud updates, it integrates seamlessly with Azure Monitor to provide end-to-end insights from client-side response times to server-side resource bottlenecks, aiding rapid optimization.
   - **(2021)** [azure.microsoft.com: Introducing Azure Load Testing: Optimize app performance at scale](https://azure.microsoft.com/en-us/blog/introducing-azure-load-testing-optimize-app-performance-at-scale) [N/A CONTENT]  [COMMUNITY-TOOL] β€” The launch blog post detailing the debut of Microsoft's Azure Load Testing service. It explains how the tool bridges the gap between raw load generation and cloud application monitoring, allowing developers to execute JMeter scripts in an automated cloud-native paradigm directly from GitHub Actions or Azure Pipelines.
   - **(2021)** [infoq.com: Microsoft Introduces a Fully-Managed Azure Load Testing Service in Preview](https://www.infoq.com/news/2021/12/azure-load-testing-preview) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Industry reporting on Azure's entry into fully managed performance testing, discussing how it leverages Apache JMeter under the hood. It provides a historical snapshot of Microsoft's move to simplify distributed load testing for engineering teams, eliminating the manual upkeep of VM scale sets for load generation.
-## Cloud Native
-
-### Kubernetes
-
-#### Progressive Delivery
-
-  - **(2024)** [**Iter8**](https://iter8.tools) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Kubernetes-native release validation and progressive delivery tool. Iter8 enables automated canary testing, A/B testing, and SLO evaluation. It coordinates traffic shifting using Service Meshes or Gateways, evaluating metrics from Prometheus and metrics-server to automate rollbacks or promote stable microservice builds.
 ## Infrastructure
 
 ### Testing
@@ -69,11 +62,6 @@ description: "Top Performance Testing With Jenkins And Jmeter resources for 2026
   - **(2021)** [Distributed Load Testing on AWS 🌟](https://docs.aws.amazon.com/solutions/distributed-load-testing-on-aws) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” An AWS Solution blueprint outlining distributed cloud load testing utilizing containerized runners inside AWS Fargate. Simulates high-velocity traffic spikes to assess API gateway throughput bottlenecks and database elasticity limits.
 ## Performance Engineering
 
-### Kubernetes Optimization
-
-#### Autonomous Tuning
-
-  - **(2025)** [**How Kruize Optimizes OpenShift Workloads**](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads) [JAVA CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Technical review explaining how the Kruize Autotune project leverages prometheus metrics to autonomously profile and adjust microservices allocations on enterprise OpenShift clusters.
 ### Load Testing (1)
 
 #### Distributed Testing
@@ -93,6 +81,13 @@ description: "Top Performance Testing With Jenkins And Jmeter resources for 2026
 
   - **(2023)** [**youtube: JMeter API Performance Testing Tutorial 🌟**](https://www.youtube.com/watch?v=8r5LYzUIepo) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Educational walkthrough mapping API load-test workflows. Covers parameterizing user requests, analyzing server metrics, and troubleshooting unexpected timeouts in dynamic microservices backends.
   - **(2021)** [tutorialspoint.com: JMeter Quick Guide](https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Reference manual covering basic JMeter thread management and test flow structures. Designed to help teams write simple API validations and performance regression scripts.
+### Testing (1)
+
+#### Benchmarking
+
+##### HTTP Tools
+
+  - **(2021)** [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [PYTHON CONTENT]  [COMMUNITY-TOOL] β€” Introduces pycurlb, a Python-based wrapper and benchmarking utility utilizing libcurl for low-overhead HTTP performance testing. Explores its use cases in testing microservice latency and raw throughput. Curator Insight: Quick functional introduction of a new pycurl tool. Live Grounding: Provides an alternative for developers seeking a highly customizable, scriptable curl execution engine for API baselining.
 ## Systems
 
 ### Performance Tuning
@@ -100,7 +95,7 @@ description: "Top Performance Testing With Jenkins And Jmeter resources for 2026
 #### Diagnostic Tools
 
   - **(2022)** [blog.desdelinux.net: Microsoft Performance-Tools, una serie de herramientas open source para analizar el rendimiento del sistema](https://blog.desdelinux.net/microsoft-performance-tools-una-serie-de-herramientas-open-source-para-analizar-el-rendimiento-del-sistema) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Overview of Microsoft's Performance-Tools suite, which provides cross-platform command-line tools for analyzing trace logs, Windows/Linux system resource usage, and overall system performance. It details how architects can inspect CPU, disk, and networking bottlenecks at a low kernel-level, enhancing system-level optimization.
-## Testing (1)
+## Testing (2)
 
 ### Performance Testing
 
@@ -130,7 +125,7 @@ description: "Top Performance Testing With Jenkins And Jmeter resources for 2026
   - **(2020)** [devops.com: Catchpoint to Acquire Webpagetest.org](https://devops.com/catchpoint-to-acquire-webpagetest-org) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An analysis of Catchpoint's acquisition of WebPageTest, the industry-standard front-end performance auditing tool. Synthesizing live ecosystem changes, the platform continues to operate as an essential resource for tracing core web vitals and waterfall execution charts, bolstered by Catchpoint's global infrastructure.
 
 ---
-πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [QA](./qa.md) | [Test Automation Frameworks](./test-automation-frameworks.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/postman.md b/v2-docs/postman.md
index 03c8c482..a3c47b9b 100644
--- a/v2-docs/postman.md
+++ b/v2-docs/postman.md
@@ -98,7 +98,7 @@ description: "Top Postman resources for 2026, AI-ranked: Newman, Postman Pynt an
   - **(2026)** [dev.to: 1 Tip to Double Your Productivity in Postman](https://dev.to/jburroughs/1-tip-to-double-your-productivity-using-postman-3bdm)  [COMMUNITY-TOOL] β€” Pragmatic guide focused on boosting daily Postman testing performance. Explores quick environment switching, keyboard shortcuts, and automated pre-request scripts to streamline developers' active debugging loops.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/project-management-methodology.md b/v2-docs/project-management-methodology.md
index 23297123..0a419cce 100644
--- a/v2-docs/project-management-methodology.md
+++ b/v2-docs/project-management-methodology.md
@@ -156,9 +156,6 @@ description: "Curated, AI-ranked Project Management Methodology resources for th
 #### Developer Productivity (3)
 
   - **(2021)** [pymesyautonomos.com: ΒΏEstΓ‘ trabajando el empleado realmente desde su casa?](https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa) [ES CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Addresses common managerial anxieties about remote work accountability. Contrasts surveillance-heavy keystroke logging techniques with output-oriented, technical project milestones (e.g., code deployment frequency, story completion rates, and system architectural goals) to sustainably measure team velocity.
-#### Team Management
-
-  - **(2021)** [entrepreneur.com: ΒΏCΓ³mo manejar un equipo que trabaja desde sus casas?](https://spanish.entrepreneur.com) [ES CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Offers tactical guidelines for managing distributed engineering teams working in remote environments. Recommends implementing asynchronous collaboration tools, defining objective performance milestones, and promoting active virtual team meetings to ensure software project alignment and mitigate remote developer isolation.
 ### Security and Compliance
 
 #### Corporate Governance
@@ -169,7 +166,7 @@ description: "Curated, AI-ranked Project Management Methodology resources for th
 #### Conflict Resolution
 
   - **(2021)** [blog.trello.com: Consejos para manejar distintos conflictos en un equipo de trabajo](https://blog.trello.com/es/conflictos-en-el-trabajo) [ES CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Provides an operational framework for identifying and resolving interpersonal conflicts within technical delivery teams. Highlights visual tracking systems, regular retrospectives, and structured architectural alignment reviews to defuse typical friction points, such as diverging coding standards or disputed system design decisions.
-### Team Management (1)
+### Team Management
 
 #### Infrastructure Operations
 
@@ -217,11 +214,6 @@ description: "Curated, AI-ranked Project Management Methodology resources for th
   - **(2020)** [itrevolution.com: The Problem With Org Charts](https://itrevolution.com/articles/the-problem-with-org-charts)  [COMMUNITY-TOOL] β€” Explores the friction between traditional hierarchical organizational charts and the dynamic, communication-focused patterns required for modern software delivery. Highlights how Conway's Law dictates that systems design mirrors communication structures, recommending shifting towards Team Topologies-aligned structures to streamline product delivery.
 ## Platform Engineering
 
-### Gitops
-
-#### Helm Lifecycle Management
-
-  - **(2022)** [**codefresh.io: Using a Kanban board to manage and promote Helm Releases 🌟**](https://octopus.com/devops) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the application of visual Kanban paradigms to Kubernetes deployment pipelines, specifically managing and promoting Helm releases across environments. Contrasts traditional CI/CD promotion techniques with visual value stream modeling, demonstrating how platform teams can reduce deployment friction and coordinate microservice boundaries with clear board transitions.
 ### Innersource
 
 #### DevOps Transition
@@ -314,11 +306,6 @@ description: "Curated, AI-ranked Project Management Methodology resources for th
 #### Engineering Culture (1)
 
   - **(2021)** [nichesoftware.co.nz: Promotion Driven Development (PDD) 🌟](https://www.nichesoftware.co.nz/2021/05/29/promotion-driven-development.html)  [COMMUNITY-TOOL] β€” Critiques the anti-pattern of Promotion Driven Development (PDD), where engineers select unnecessary, highly complex tools and over-engineer architectures to pad resumes for promotions. Warns against the resulting complexity, technical debt, and team maintenance burdens.
-### Collaboration
-
-#### Documentation Specifications
-
-  - **(2023)** [Open Source Friday: Spec Kit - What it is, the problems it solves, and how clear specs make collaboration work](https://www.youtube.com/live/2IArMAhkJcE?si=_LlIjakRXHUzERjy)  [COMMUNITY-TOOL] β€” Focuses on 'Spec Kit' - an open framework designed to facilitate collaborative creation of technical specifications. Details how clear, shared specification templates improve open-source contributions, bridge communication gaps between product and engineering, and keep technical debt in check.
 ### Hybrid Methodologies
 
 #### Agile-waterfall Integration
@@ -338,7 +325,7 @@ description: "Curated, AI-ranked Project Management Methodology resources for th
   - **(2022)** [**techcrunch.com: Protestware on the rise: Why developers are sabotaging their own code**](https://techcrunch.com/2022/07/27/protestware-code-sabotage) [EN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Investigates the complex security phenomenon of 'protestware,' where open-source maintainers intentionally introduce destructive changes or regional exploits into widely used packages for political or social reasons. Details the architectural impact on enterprise software supply chains and highlights the urgent necessity for robust dependency pinning, software bills of materials, and strict package mirroring.
 
 ---
-πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/project-management-tools.md b/v2-docs/project-management-tools.md
index 7b2a71a2..ae04793b 100644
--- a/v2-docs/project-management-tools.md
+++ b/v2-docs/project-management-tools.md
@@ -86,7 +86,7 @@ description: "Top Project Management Tools resources for 2026, AI-ranked: joplin
   - **(2026)** [GH Gists: gist.new](https://gist.github.com/starred)  [COMMUNITY-TOOL] β€” An efficiency shortcut (`gist.new`) that directs users to GitHub's Gist creation environment. Allows developers to rapidly save, share, and audit isolated code configurations, terminal scripts, or stack traces without initializing full Git trees.
 
 ---
-πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/prometheus.md b/v2-docs/prometheus.md
index 21c15d7a..9a3ec011 100644
--- a/v2-docs/prometheus.md
+++ b/v2-docs/prometheus.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTelemetry Collector and more β€” curated Cloud Native tools, guides and references."
+description: "Top Prometheus resources for 2026, AI-ranked: OpenTelemetry Collector, Pushgateway and more β€” curated Cloud Native tools, guides and references."
 ---
 # Prometheus
 
@@ -34,7 +34,6 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
 ##### Database Monitoring
 
   - **(2020)** [sysdig.com: Top 10 metrics in PostgreSQL monitoring with Prometheus 🌟](https://www.sysdig.com/blog/postgresql-monitoring) [SQL CONTENT]  [COMMUNITY-TOOL] β€” An in-depth article evaluating the top 10 PostgreSQL performance metrics to monitor with Prometheus via postgres_exporter. Highlights queries, cache hit ratios, active connections, vacuum frequency, lock contentions, and replication lag optimization.
-  - **(2020)** [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [SQL CONTENT]  [COMMUNITY-TOOL] β€” A technical integration guide on monitoring ClickHouse database clusters with Prometheus and Grafana. It details how to enable ClickHouse's native Prometheus metrics exporter in config.xml, configures Prometheus to scrape ClickHouse metrics, and reviews visualization dashboards.
 ##### Deployment
 
   - **(2020)** [howtoforge.com: How to Install Prometheus System Monitoring Tool on Ubuntu 20.04](https://www.howtoforge.com/how-to-install-prometheus-on-ubuntu-20-04) [SHELL CONTENT]  [COMMUNITY-TOOL] β€” A standard system administration guide explaining the manual compilation, security provisioning, and installation of the Prometheus system monitoring engine on Ubuntu 20.04 LTS servers. Focuses on directory provisioning, systemd automation, and basic target verification.
@@ -83,11 +82,6 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2019)** [youtube playlist: How to setup Prometheus 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-anCTn6um3BDsoHnIr0O2tz3) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A structured video playlist designed for developers and administrators learning Prometheus. Walks through server configuration, writing simple PromQL metric expressions, creating Prometheus alerting rules, and building operational metrics dashboards in Grafana.
 ## Cloud Native Platforms
 
-### AWS
-
-#### Managed Observability
-
-  - **(2026)** [Amazon Managed Service for Prometheus](https://aws.amazon.com/prometheus) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” AWS fully-managed metric service designed around open-source Cortex core architecture. Automatically scales telemetry storage, ingestion, and query resources in secure enterprise environments.
 ### Azure
 
 #### Azure Monitor Integration
@@ -95,7 +89,7 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2025)** [Promitor 🌟](https://promitor.io) [C# CONTENT]  [COMMUNITY-TOOL] β€” An Azure Monitor collector that translates native Microsoft cloud diagnostics into a standard Prometheus-compatible API format, linking closed-source telemetry with open tools.
 ### Google Cloud Platform
 
-#### Managed Observability (1)
+#### Managed Observability
 
   - **(2026)** [cloud.google.com: Google Cloud Managed Service for Prometheus](https://docs.cloud.google.com/stackdriver/docs/managed-prometheus) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official engineering configuration docs for GCP's managed Prometheus service. Guides users on setting up GKE-based scrapers and writing scalable PromQL statements.
   - **(2021)** [cloud.google.com: Get planet-scale monitoring with Managed Service for Prometheus](https://cloud.google.com/blog/products/operations/introducing-google-cloud-managed-service-for-prometheus) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Announcement details of Google's managed Prometheus service. Details how GCP scales metric workloads globally using Monarch storage engines while preserving native PromQL and operator structures.
@@ -104,9 +98,6 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2022)** [cloud.google.com: Google Cloud Managed Service for Prometheus is now generally available](https://cloud.google.com/blog/products/devops-sre/easy-managed-prometheus-metrics-service-for-kubernetes) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Historical general availability statement for Google's managed Prometheus. Highlights seamless backend compatibility designed to handle high-frequency system workloads.
 ### Kubernetes
 
-#### Helm Deployments
-
-  - **(2026)** [prometheus-community/kube-prometheus-stack 🌟🌟](https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The standard Helm chart package representing the Kubernetes Prometheus Operator stack. Streamlines deployment of custom resources like ServiceMonitors and PrometheusRules.
 #### Multi-arch Telemetry
 
   - **(2025)** [==Cluster Monitoring stack for ARM / X86-64 platforms==](https://github.com/carlosedp/cluster-monitoring) ⭐ 754  [JSONNET CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized telemetry suite crafted for physical, edge, and multi-architecture Kubernetes clusters running on ARM or x86 systems. Extends modern operators to resource-constrained environments.
@@ -135,34 +126,26 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
 #### Telegraf Deployment
 
   - **(2024)** [Telegraf Ansible Role](https://github.com/rossmcdonald/telegraf) [SHELL CONTENT]  [COMMUNITY-TOOL] β€” Ansible playbook role to provision and configure the Telegraf agent across varied Linux operating systems. Automates configuration generation and systemd unit registration.
-### Helm
-
-#### Prometheus Deployment (1)
-
-  - **(2023)** [Setup Prometheus Using Helm Chart on Kubernetes](https://devopscube.com/setup-prometheus-helm-chart) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Technical guide on installing a production-ready Prometheus instance into Kubernetes using Helm. Explains configuring persistent storage claims, setting retention policies, and overriding default ingress objects.
 ### Package Archives
 
 #### Metric Collection
 
   - **(2020)** [telegraf-1.14.0-1 (rpm)](https://www.influxdata.com/time-series-platform/telegraf) [NONE CONTENT]  [LEGACY] β€” A targeted RPM bundle archive compiling Telegraf 1.14 alongside dependencies like Apache ActiveMQ scripts. Retained for air-gapped systems running legacy RedHat workloads.
-#### Visualization
-
-  - **(2020)** [grafana-6.7.2-1.x86_64.rpm](https://grafana.com) [NONE CONTENT]  [LEGACY] β€” A legacy RPM binary package of Grafana 6.7.2. Kept as a reference point for historical dashboards and older enterprise network configurations.
 ## Kubernetes Tools
 
 ### General Reference
 
+  - [openlogic.com: How to develop Grafana Dashboards 🌟](https://www.openlogic.com/blog/how-visualize-prometheus-data-grafana)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering openlogic.com: How to develop Grafana Dashboards 🌟 in the Kubernetes Tools ecosystem.
+  - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem.
   - [Monitoring Self-Destructing Apps Using Prometheus](https://dzone.com/articles/prometheus-collectors)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Monitoring Self-Destructing Apps Using Prometheus in the Kubernetes Tools ecosystem.
   - [Ensure High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler (HPA) and Prometheus](https://dzone.com/articles/ensure-high-availability-and-uptime-with-kubernete)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Ensure High Availability and Uptime With Kubernetes Horizontal Pod Autoscaler (HPA) and Prometheus in the Kubernetes Tools ecosystem.
   - [Set Up and Integrate Prometheus With Grafana for Monitoring.](https://dzone.com/articles/monitoring-using-spring-boot-20-prometheus-and-gra)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Set Up and Integrate Prometheus With Grafana for Monitoring. in the Kubernetes Tools ecosystem.
-  - [logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io](https://logz.io/blog/aws-lambda-metrics-monitoring-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io: A Guide to Monitoring AWS Lambda Metrics with Prometheus & Logz.io in the Kubernetes Tools ecosystem.
   - [dzone.com: Deploying Prometheus and Grafana as Applications Using ArgoCDβ€Šβ€”β€ŠIncluding' Dashboards](https://dzone.com/articles/deploying-prometheus-and-grafana-as-applications-u)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com: Deploying Prometheus and Grafana as Applications Using ArgoCDβ€Šβ€”β€ŠIncluding' Dashboards== in the Kubernetes Tools ecosystem.
   - [cncf.io: Prometheus announces an Agent to address a new range of use cases](https://www.cncf.io/blog/2021/11/16/prometheus-announces-an-agent-to-address-a-new-range-of-use-cases)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Prometheus announces an Agent to address a new range of use cases in the Kubernetes Tools ecosystem.
   - [dzone: Flux queries](https://dzone.com/articles/flux-windowing-and-aggregation)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Flux queries in the Kubernetes Tools ecosystem.
   - [Example: How to Use Prometheus Monitoring With Java to Gather Data. Gathering' Java Metrics with Prometheus Monitoring (ActiveMQ)](https://www.openlogic.com/blog/prometheus-java-monitoring-and-gathering-data)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Example: How to Use Prometheus Monitoring With Java to Gather Data. Gathering' Java Metrics with Prometheus Monitoring (ActiveMQ) in the Kubernetes Tools ecosystem.
   - **(None)** [](https://www.cncf.io/blog/2021/04/29/from-distributed-tracing-to-apm-taking-opentelemetry-and-jaeger-up-a-level)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.cncf.io in the Kubernetes Tools ecosystem.
   - [logz.io](https://logz.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering logz.io in the Kubernetes Tools ecosystem.
-  - [openlogic.com: How to develop Grafana Dashboards 🌟](https://www.openlogic.com/blog/how-visualize-prometheus-data-grafana)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering openlogic.com: How to develop Grafana Dashboards 🌟 in the Kubernetes Tools ecosystem.
 ## Middleware
 
 ### Messaging Orchestration
@@ -199,7 +182,6 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2024)** [**Cortex**:](https://cortexmetrics.io) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Architectural landing page of Cortex, an enterprise-grade, horizontally scalable, multi-tenant TSDB. Note: Since 2024-2025, many users have migrated toward Thanos or VictoriaMetrics, yet Cortex remains a highly resilient classic for long-term storage.
 #### Influxdb
 
-  - **(2022)** [influxdb-templates](https://www.influxdata.com) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Pre-packaged configurations and manifests containing Telegraf setups, dashboards, and alert rules. Simplifies rapid deployment of specialized monitoring tasks (e.g., Redis, Nginx) within InfluxDB.
   - **(2022)** [influxdata.com: InfluxDB Tech Tips: API Invokable Scripts in InfluxDB Cloud](https://www.influxdata.com/blog/tldr-influxdb-tech-tips-api-invokable-scripts-influxdb-cloud) [FLUX CONTENT]  [COMMUNITY-TOOL] β€” Explains how to leverage API Invokable Scripts in InfluxDB Cloud to run parameterized queries over HTTP, creating lightweight backend APIs for custom metric visualization utilities.
   - **(2021)** [influxdata.com: Building a Metrics & Alerts as a Service (MaaS) Monitoring Solution Using the InfluxDB Stack](https://www.influxdata.com/blog/building-a-metrics-alerts-as-a-service-maas-monitoring-solution-using-the-influxdb-stack) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores an architecture for metrics and alerting as a service (MaaS) built on the InfluxDB stack. Highlights utilizing multi-tenancy, dynamic bucket allocations, and custom push metric pipelines.
   - **(2021)** [thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates](https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Demonstrates how to manage InfluxDB templates inside a GitOps continuous deployment pipeline. Highlights automated testing, version control, and validation of monitoring components via declarative mechanisms.
@@ -224,6 +206,9 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2026)** [==Telegraf Prometheus Output Plugin==](https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client) ⭐ 17615  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Source code and implementation guide for Telegraf's Prometheus output integration. Allows standard push-based collection architectures to export telemetry data via a pull-based scraping API.
 ### Monitoring
 
+#### Metrics Collection
+
+  - **(2024)** [Prometheus](https://nubenetes.com/prometheus/#aws-managed-services-for-prometheus-and-grafana) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Prometheus is an open-source systems monitoring and alerting toolkit originally built at SoundCloud. It utilizes a pull-based metrics collection model over HTTP, powered by a highly efficient dimensional data model (TSDB) with PromQL. Essential for Kubernetes cloud-native environments, it excels in dynamic service discovery and real-time operational visibility.
 #### Prometheus Getting Started
 
   - **(2023)** [grafana.com: Get started with Prometheus with these three easy projects](https://grafana.com/blog/get-started-with-prometheus-with-these-three-easy-projects)  [COMMUNITY-TOOL] β€” A hands-on, multi-project tutorial designed to build core competencies with Prometheus metrics collections, PromQL search syntax, and standard Node Exporter integrations.
@@ -333,8 +318,8 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
   - **(2020)** [engineeringblog.yelp.com: Improving the performance of the Prometheus JMX Exporter](https://engineeringblog.yelp.com/2020/10/improving-the-performance-of-the-prometheus-jmx-exporter.html) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Case study exploring performance bottlenecks in the standard JMX Exporter. Details tuning allocations and scrape intervals to dramatically reduce CPU and garbage collection overhead in heavily metrics-dense Cassandra clusters.
 #### Kubernetes Exporters
 
-  - **(2023)** [==k8s-image-availability-exporter==](https://github.com/deckhouse/k8s-image-availability-exporter) ⭐ 251  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Prometheus exporter that continuously verifies container registry availability for images specified in Kubernetes configurations. Helps catch container start failures (e.g., ErrImagePull) before pods crash.
   - **(2023)** [==sstarcher/helm-exporter==](https://github.com/sstarcher/helm-exporter) ⭐ 301  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A Prometheus exporter designed to surface real-time metrics for deployed Helm releases. It monitors charts metadata, tracking status, revisions, and health states across namespaces to empower advanced alert rules.
+  - **(2023)** [==k8s-image-availability-exporter==](https://github.com/deckhouse/k8s-image-availability-exporter) ⭐ 251  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized Prometheus exporter that continuously verifies container registry availability for images specified in Kubernetes configurations. Helps catch container start failures (e.g., ErrImagePull) before pods crash.
 #### Security Exporters
 
   - **(2024)** [==enix/x509-certificate-exporter==](https://github.com/enix/x509-certificate-exporter) ⭐ 929  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Highly configurable Prometheus exporter focused on scanning and detecting TLS/SSL certificates from filesystems, Kubernetes Secrets, and PEM files. Helps automatically alert on expiring network assets.
@@ -361,14 +346,23 @@ description: "Top Prometheus resources for 2026, AI-ranked: Pushgateway, OpenTel
 #### Cardinality Management
 
   - **(2020)** [influxdata.com: Three Ways to Keep Cardinality Under Control When Using Telegraf](https://www.influxdata.com/blog/three-ways-to-keep-cardinality-under-control-when-using-telegraf) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Addresses strategies to control high-cardinality metadata tag explosions inside InfluxDB and other time-series databases. Outlines data lifecycle controls and tag-filtering options inside Telegraf.
-### Visualization (1)
+### Visualization
 
 #### Grafana Dashboards
 
   - **(2026)** [Grafana Dashboards with Telegraf Collectors](https://grafana.com/grafana/dashboards/?collector=Telegraf) [NONE CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Curated dashboard collection optimized for displaying metrics gathered via Telegraf. Provides visual paradigms for memory, system operations, disk throughput, and CPU scaling.
+## Systems Design
+
+### Observability (2)
+
+#### Infrastructure Design
+
+##### Telemetry Pipelines
+
+  - **(2022)** [learnsteps.com: Monitoring Infrastructure System Design](https://www.learnsteps.com/monitoring-infrastructure-system-design) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Architectural breakdown of designing an end-to-end monitoring infrastructure from scratch. Examines the selection of pull vs. push telemetry models, buffer queues (like Kafka), and time-series databases (TSDBs). Curator Insight: High-level overview of system design for monitoring platforms. Live Grounding: Serves as a great architectural primer for platform engineering teams building internal metrics systems.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/public-cloud-solutions.md b/v2-docs/public-cloud-solutions.md
index 2e63146f..62259399 100644
--- a/v2-docs/public-cloud-solutions.md
+++ b/v2-docs/public-cloud-solutions.md
@@ -181,7 +181,7 @@ description: "Top Public Cloud Solutions resources for 2026, AI-ranked: OpenShif
   - **(2026)** [Pivotal.io: Pivotal Container Service (PKS), owned by VMware](https://pivotal.io/platform/pivotal-container-service) [ADVANCED LEVEL]  [LEGACY] β€” Originally Pivotal Container Service (PKS), this enterprise-ready Kubernetes runtime has been integrated directly into the VMware Tanzu Portfolio. It features multi-cluster management, declarative deployment, and deep integration with NSX-T networking. Live grounding labels the PKS brand as legacy, now superseded by Tanzu Kubernetes Grid.
 
 ---
-πŸ’‘ **Explore Related:** [AWS](./aws.md) | [Azure](./azure.md) | [AWS Security](./aws-security.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/pulumi.md b/v2-docs/pulumi.md
index 01098b44..5a759097 100644
--- a/v2-docs/pulumi.md
+++ b/v2-docs/pulumi.md
@@ -81,9 +81,16 @@ description: "Top Pulumi resources for 2026, AI-ranked: Pulumi, Pulumi VS Terraf
 #### Pulumi Registry (1)
 
   - **(2021)** [siliconangle.com: Pulumi’s new registry aims to ease sharing and reusing cloud infrastructure building blocks](https://siliconangle.com/2021/10/18/pulumis-new-registry-makes-easy-share-reuse-cloud-infrastructure-building-blocks)  [COMMUNITY-TOOL] β€” Detailed insight into the launch of the Pulumi Registry, a public marketplace supporting modular package sharing and reusability of multi-cloud components across diverse language boundaries.
+## Kubernetes Developer Experience
+
+### Graph-based Dev and Test
+
+#### Garden Documentation
+
+  - **(2021)** [garden.io: cloud native devops platform](https://docs.garden.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Architectural specifications for the Garden orchestration tool. Details graph configurations, Helm-based packaging models, pipeline test automation patterns, and enterprise testing setups inside remote clusters.
 
 ---
-πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md)
+πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/python.md b/v2-docs/python.md
index 78c737b8..0d7adc9d 100644
--- a/v2-docs/python.md
+++ b/v2-docs/python.md
@@ -222,9 +222,6 @@ Live Grounding: Synthesizes programmatic data mining, parsing web crawler paths
   - **(2025)** [**WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows**](https://sourceforge.net/projects/winpython) [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents WinPython as a portable, isolated scientific Python distribution for Windows environments. Live Grounding confirms its value for locked-down systems, giving data scientists complete offline capabilities without requiring administrator installation permissions.
 ### Tooling
 
-#### Data Wrangling
-
-  - **(2023)** [**Getting Started with Data Wrangler in VS Code**](https://code.visualstudio.com/docs/datascience/data-wrangler) [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight outlines VS Code's visual data preparation extension. Live Grounding shows that Data Wrangler bridges the visual gap in exploratory data analysis (EDA), generating reproducible Python code in Pandas and Polars dialects directly inside Jupyter environments.
 #### Excel Integration
 
   - **(2024)** [pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel](https://github.com/pyxll/pyxll-jupyter) ⭐ 162  [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight showcases PyXLL-Jupyter as an extension that runs Jupyter notebooks directly inside Excel sheets. Live Grounding confirms it serves as a critical bridge in corporate financial modeling, allowing analysts to enrich spreadsheet data using high-powered Python libraries.
@@ -295,9 +292,6 @@ Live Grounding: Synthesizes programmatic data mining, parsing web crawler paths
 #### Cloud Automation
 
   - **(2014)** [Managing the Cloud with a Few Lines of Python (EuroPython 2014)](https://pyvideo.org/video/2987/managing-the-cloud-with-a-few-lines-of-python) [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight indexes a EuroPython presentation on utilizing Python to script cloud systems. Live Grounding positions this as a major historical milestone, showcasing the fundamental paradigms that enabled modern declarative and programmatic Infrastructure-as-Code (IaC) architectures.
-#### Command Line Utilities
-
-  - **(2016)** [ec2-ssh-yplan: A pair of command line utilities for finding and SSH-ing into your Amazon EC2 instances by tag (such as β€˜Name’)](https://pypi.org/project/ec2-ssh-yplan) [PYTHON CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Curator Insight presents a set of CLI wrappers for resolving AWS EC2 instance metadata to facilitate fast SSH access. Live Grounding indicates that modern secure architectures prioritize AWS Systems Manager Session Manager (SSM) and private endpoint setups over direct, port-22 SSH routing models.
 ### Kubernetes (1)
 
 #### Data Science Platform
@@ -831,7 +825,7 @@ Live Grounding: Assesses PyScript's interface layer, detailing direct DOM manipu
   - **(2015)** [TDD with Django, from scratch: a beginner's intro to testing and web development](https://www.pyvideo.org/video/3509/tdd-with-django-from-scratch-a-beginners-intro) [PYTHON CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” Historical tutorial introducing Test-Driven Development (TDD) concepts in Django. Evaluates assertion workflows, testing isolated model components, and unit test integrations within early Python CI environments.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/qa.md b/v2-docs/qa.md
index 93900f4b..fbb11e22 100644
--- a/v2-docs/qa.md
+++ b/v2-docs/qa.md
@@ -84,13 +84,6 @@ description: "Top QA resources for 2026, AI-ranked: Awesome Test Automation, JUn
 #### Tracing
 
   - **(2021)** [SystemTap](https://sourceware.org/systemtap) [C CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Deep diagnostic software for Linux kernels allowing engineers to trace system calls and profile execution pathways in black-box binaries dynamically without recompilation.
-## Kubernetes Developer Experience
-
-### Inner-loop Automation
-
-#### Guides
-
-  - **(2021)** [rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and Skaffold (Part 1)](https://www.dynatrace.com/solutions/observability-for-developers) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Comprehensive multi-part review of critical Kubernetes development tools. Examines deployment mechanisms (Helm, Kustomize), real-time sync engines (Skaffold, Tilt, Garden), IDE extensions, and container building alternatives.
 ## Security
 
 ### CICD
@@ -187,7 +180,7 @@ description: "Top QA resources for 2026, AI-ranked: Awesome Test Automation, JUn
   - **(2022)** [thenewstack.io: 7 Benefits of Testing in Isolation](https://thenewstack.io/7-benefits-of-testing-in-isolation) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Outlines seven architectural advantages of isolated component testing. Details why using service mocks, localized databases, and sandboxed test environments accelerates regression tracking and simplifies dependency configurations.
 
 ---
-πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md) | [SRE](./sre.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [Test Automation Frameworks](./test-automation-frameworks.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/rancher.md b/v2-docs/rancher.md
index 64792303..d3a9a7d6 100644
--- a/v2-docs/rancher.md
+++ b/v2-docs/rancher.md
@@ -151,6 +151,11 @@ description: "Top Rancher resources for 2026, AI-ranked: **k3s**, **k3d** and mo
   - **(2025)** [**github.com/rancher/fleet**](https://github.com/rancher/fleet) ⭐ 1708  [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight presents Fleet as Rancher's GitOps engine for massive scale. Live grounding in 2026 verifies Fleet remains highly enterprise-stable, powering large-scale multi-cluster deployments across thousands of distributed edge devices by optimizing resource footprints compared to traditional GitOps operators.
 ## Infrastructure (2)
 
+### Cluster Management
+
+#### RKE2
+
+  - **(2024)** [RKE2 Standalone Disaster Recovery Guide](https://support.tools/post/rke2-standalone-disaster-recovery) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Critical disaster recovery operational manual targeting RKE2 standalone clusters. Focuses on backup restoration, etcd snapshot recovery, and certificate rotation when cluster management planes fail.
 ### Hyperconverged Infrastructure
 
 #### Bare Metal (1)
@@ -208,6 +213,9 @@ description: "Top Rancher resources for 2026, AI-ranked: **k3s**, **k3d** and mo
 #### Alerting
 
   - **(2023)** [rancher.com: Custom alerts using Prometheus queries](https://www.suse.com/c/rancher_blog/custom-alerts-using-prometheus-queries) [NONE CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An operational guide focusing on formulating custom alert conditions using PromQL queries in Rancher. Shows how to integrate metrics with alert systems and route notifications to modern receivers like Slack or PagerDuty.
+#### Etcd Monitoring
+
+  - **(2023)** [Monitor Etcd with Prometheus and Grafana using Rancher](https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher) [NONE CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An operational runbook explaining how to configure Prometheus and Grafana within SUSE Rancher to audit and visualize etcd status. Evaluates critical etcd parameters including database size, disk synchronization latency, and peer communication health.
 ### Multi-cluster Orchestration
 
 #### Enterprise Management
@@ -274,7 +282,7 @@ description: "Top Rancher resources for 2026, AI-ranked: **k3s**, **k3d** and mo
   - **(2025)** [==Harvester==](https://github.com/harvester/harvester) ⭐ 5054  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight showcases Harvester as a modern open-source HCI built on KubeVirt and Longhorn. Live grounding in 2026 confirms Harvester has fully matured into an enterprise-stable alternative to VMware ESXi, enabling seamless co-habitation of VM and container environments under unified Kubernetes control planes.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/recruitment.md b/v2-docs/recruitment.md
index 78ef48db..6fe6a739 100644
--- a/v2-docs/recruitment.md
+++ b/v2-docs/recruitment.md
@@ -36,6 +36,13 @@ description: "Top Recruitment resources for 2026, AI-ranked: relocate.me, recrui
 #### Git Manipulation
 
   - **(2015)** [github.com/rakyll/fake-it-til-you-make-it](https://github.com/rakyll/fake-it-til-you-make-it) [SHELL CONTENT]  [LEGACY] β€” A shell-based contribution graphic simulation script. Evaluated as a legacy tool under Minimum Viable Quality metrics due to lack of active commits since 2015. Retained only to showcase historical Git metadata manipulation patterns.
+## Engineering Leadership
+
+### Remote Work
+
+#### Team Management
+
+  - **(2021)** [entrepreneur.com: ΒΏCΓ³mo manejar un equipo que trabaja desde sus casas?](https://spanish.entrepreneur.com) [ES CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Offers tactical guidelines for managing distributed engineering teams working in remote environments. Recommends implementing asynchronous collaboration tools, defining objective performance milestones, and promoting active virtual team meetings to ensure software project alignment and mitigate remote developer isolation.
 ## Industry Analysis
 
 ### Automation Impact
@@ -123,7 +130,7 @@ description: "Top Recruitment resources for 2026, AI-ranked: relocate.me, recrui
 #### Generational Dynamics
 
   - **(2021)** [forbes.com: β€˜The Great Resignation’: Why Gen Z Is Leaving The Workforce In Droves…And What To Do About It](https://www.forbes.com/sites/jasonwingard/2021/09/02/the-great-resignation-why-gen-z-is-leaving-the-workforce-in-drovesand-what-to-do-about-it)  [COMMUNITY-TOOL] β€” An analysis of generational workplace transitions, detailing why entry-level cohorts demand greater cultural alignment and transparent organizational pipelines. It guides engineering managers in refining talent onboarding strategies and organizational goal architectures.
-### Remote Work
+### Remote Work (1)
 
 #### Future Of Work
 
@@ -213,7 +220,7 @@ description: "Top Recruitment resources for 2026, AI-ranked: relocate.me, recrui
 #### Contract Analysis
 
   - **(2020)** [mikzuit/fair-job-offer](https://github.com/mikzuit/fair-job-offer) ⭐ 19  [EN CONTENT] 🌟 [LEGACY] β€” Curator Insight: A direct calculator tool created to evaluate contract offers and compensation fairness. Live Grounding: This repository is now archived and categorized as legacy due to complete commit inactivity since 2020, yet still acts as an architectural blueprint for programmatic contract parser apps.
-#### Remote Work (1)
+#### Remote Work (2)
 
   - **(2022)** [codigonuevo.com: ΒΏDeberΓ­a adaptarse el sueldo del teletrabajo al lugar en el que vivas?](https://www.codigonuevo.com/yo/deberia-adaptarse-sueldo-teletrabajo-lugar-vivas-AOCN305757) [ES CONTENT]  [COMMUNITY-TOOL] β€” Curator Insight: Explores the debate surrounding salary adjustment based on geographic location for teleworkers. Live Grounding: Discusses the socioeconomic and architectural impact of localized vs. flat salary structures in a remote-first tech ecosystem, emphasizing how cost-of-living adjustments affect developer retention and organizational design.
 ### Education
@@ -258,7 +265,7 @@ description: "Top Recruitment resources for 2026, AI-ranked: relocate.me, recrui
   - **(2022)** [businessinsider.es: Los 9 factores que mΓ‘s repercuten en la felicidad en el trabajo, segΓΊn los trabajadores](https://www.businessinsider.es/desarrollo-profesional/9-factores-repercuten-felicidad-trabajador-352445) [ES CONTENT]  [COMMUNITY-TOOL] β€” Curator Insight: Examines nine primary factors contributing to happiness and stability in modern workplaces. Live Grounding: Pinpoints flexibility, operational autonomy, psychological safety, and meaningful work as key drivers to minimize technical debt and turnover within engineering groups.
 
 ---
-πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md)
+πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/registries.md b/v2-docs/registries.md
index 556788e0..a0b132e2 100644
--- a/v2-docs/registries.md
+++ b/v2-docs/registries.md
@@ -136,7 +136,7 @@ description: "Top Registries resources for 2026, AI-ranked: GitHub: Nexus-CLI, H
   - **(2025)** [==jfrog.com: Kubernetes Helm Chart Repositories 🌟==](https://docs.jfrog.com) [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Enterprise guide to leveraging JFrog Artifactory as a secure, high-availability Helm chart repository. Covers repository layout, role-based access control, package versioning, and integration with Kubernetes container execution steps.
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/remote-tech-jobs.md b/v2-docs/remote-tech-jobs.md
index 1cfbdc4d..fd70d0b0 100644
--- a/v2-docs/remote-tech-jobs.md
+++ b/v2-docs/remote-tech-jobs.md
@@ -16,6 +16,13 @@ description: "Curated, AI-ranked Remote Tech Jobs resources for the 2026 Cloud N
 #### General Reference
 
   - [landing.jobs: How does remote work affect your salary?](https://landing.jobs/blog/how-does-remote-work-affect-your-salary)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering landing.jobs: How does remote work affect your salary? in the Kubernetes Tools ecosystem.
+## Career Development
+
+### Market Trends
+
+#### Salary Analytics
+
+  - **(2022)** [kube.careers: Kubernetes jobs market trends for 2022 Q4](https://kube.careers)  [CASE STUDY] [COMMUNITY-TOOL] β€” Provides end-of-year 2022 hiring telemetry. Synthesizes standard prerequisites for engineering levels, emphasizing the transformation of Kubernetes knowledge from a specialized 'plus' to a fundamental baseline requirement across software engineering roles.
 ## Organizational Culture
 
 ### Remote Work
@@ -42,7 +49,7 @@ description: "Curated, AI-ranked Remote Tech Jobs resources for the 2026 Cloud N
   - **(2021)** [esquire.com: ΒΏPor quΓ© tu empresa no quiere que teletrabajes?](https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina) [SPANISH CONTENT]  [COMMUNITY-TOOL] β€” Curator Insight outlines corporate motivations driving return-to-office (RTO) mandates. Live Grounding shows that post-2024, many enterprises instituted hybrid policies, but high-tier engineering talent continues to strongly favor asynchronous, geographically distributed operational environments.
 
 ---
-πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md)
+πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/scaffolding.md b/v2-docs/scaffolding.md
index 2ff110dc..9d4b492d 100644
--- a/v2-docs/scaffolding.md
+++ b/v2-docs/scaffolding.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Scaffolding resources for 2026, AI-ranked: Skaffold, Maven and more β€” curated Cloud Native tools, guides and references."
+description: "Top Scaffolding resources for 2026, AI-ranked: Maven, jhipster and more β€” curated Cloud Native tools, guides and references."
 ---
 # Scaffolding Tools
 
@@ -16,18 +16,6 @@ description: "Top Scaffolding resources for 2026, AI-ranked: Skaffold, Maven and
 #### Local Tooling
 
   - **(2023)** [cloud.google.com: configuring_with_snippets 🌟](https://docs.cloud.google.com/code/docs/vscode/yaml-editing) [YAML CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Reference manual for configuring IDE tooling with specialized cloud code snippets. Demonstrates how Cloud Code streamlines the creation of valid Kubernetes YAML definitions directly inside IDE environments like VS Code.
-## Kubernetes Developer Experience
-
-### Graph-based Dev and Test
-
-#### Garden Documentation
-
-  - **(2021)** [garden.io: cloud native devops platform](https://docs.garden.io) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Architectural specifications for the Garden orchestration tool. Details graph configurations, Helm-based packaging models, pipeline test automation patterns, and enterprise testing setups inside remote clusters.
-### Inner-loop Automation
-
-#### Skaffold
-
-  - **(2026)** [**Skaffold 🌟**](https://skaffold.dev) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Google's Skaffold remains an industry-leading workflow engine that orchestrates code building, artifact pushing, and target deployment steps. It features smart caching, file sync capability, and multi-profile handling configurations.
 ## Software Engineering
 
 ### Application Scaffolding
@@ -35,7 +23,6 @@ description: "Top Scaffolding resources for 2026, AI-ranked: Skaffold, Maven and
 #### Boilerplate Tools
 
   - **(2024)** [jhipster](https://www.jhipster.tech) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A prominent development platform used to generate, develop, and deploy full-stack web applications and microservice architectures. Combines Spring Boot with modern front-end frameworks (Angular/React/Vue) and features built-in support for Kubernetes deployment manifests.
-  - **(2021)** [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) 🌟](https://blackbird.a8r.io) [GO CONTENT]  [COMMUNITY-TOOL] β€” The Ambassador K8s Initializer helps engineers bootstrap cloud-native applications with ready-made Kubernetes configurations. It simplifies ingress setup, routing rules, and observability hooks by generating tailored declarative manifests.
   - **(2018)** [callicoder.com: Scaffolding your Spring Boot Application with Yeoman](https://www.callicoder.com/scaffolding-your-spring-boot-application) [JAVASCRIPT CONTENT]  [COMMUNITY-TOOL] β€” Guide to scaffolding custom Spring Boot microservice structures using Yeoman templates. Demonstrates automated directory and build-file generation, promoting unified architecture standards across early development teams.
 ### Build Systems
 
@@ -44,7 +31,7 @@ description: "Top Scaffolding resources for 2026, AI-ranked: Skaffold, Maven and
   - **(2025)** [Maven](https://nubenetes.com/maven-gradle/) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Comparative architectural overview of Maven and Gradle. Outlines declarative XML configurations versus programmatic Groovy/Kotlin Gradle DSL scripts, analyzing cache efficiency, parallel build runtimes, and enterprise dependency-resolution policies.
 
 ---
-πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/scaleway.md b/v2-docs/scaleway.md
index 0fcf19eb..b96d5117 100644
--- a/v2-docs/scaleway.md
+++ b/v2-docs/scaleway.md
@@ -16,7 +16,7 @@ description: "Curated, AI-ranked Scaleway resources for the 2026 Cloud Native ar
   - **(None)** [](https://www.scaleway.com/en/en)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.scaleway.com in the Kubernetes Tools ecosystem.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/securityascode.md b/v2-docs/securityascode.md
index 2370b15b..71910735 100644
--- a/v2-docs/securityascode.md
+++ b/v2-docs/securityascode.md
@@ -16,13 +16,6 @@ description: "Top Securityascode resources for 2026, AI-ranked: OPA Open Policy
 #### General Reference
 
   - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Docker Hardened Images for Every Developer in the Kubernetes Tools ecosystem.
-## Cloud Infrastructure
-
-### Azure Networking
-
-#### Security
-
-  - **(2025)** [Azure Network Security Perimeter Concepts](https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” An official conceptual reference for Azure Network Security Perimeters (NSP). This architecture allows enterprises to group PaaS resourcesβ€”such as Azure Key Vault and Storageβ€”and enforce access boundaries based on network identity, preventing data exfiltration and streamlining complex subnet-based network isolation policies.
 ## Cloud Native Security
 
 ### Infrastructure Security
@@ -148,8 +141,14 @@ description: "Top Securityascode resources for 2026, AI-ranked: OPA Open Policy
 #### Cloud Governance
 
   - **(2026)** [**Azure Policy**](https://nubenetes.com/azure/) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Specialized gateway and reference documentation for enforcing structural compliance, resource auditing, and governance across Azure resource environments. Explains custom definition policies, policy initiatives, and automated remediation workflows. Critical reference for maintaining operational guardrails in enterprise cloud architectures.
-## Security (1)
+## Security
 
+### IAM
+
+#### Protocols
+
+  - **(2022)** [curity.io: OAuth 2.0 Overview](https://curity.io/resources/learn/oauth-overview)  [COMMUNITY-TOOL] β€” An industrial-grade review of the OAuth 2.0 protocol specifications, flows, and grant types. Provides system architects with core design criteria to safely establish authorization states between microservice deployments. Underlines secure handling of access, refresh, and id tokens.
+  - **(2022)** [curity.io: OpenID Connect Overview](https://curity.io/resources/learn/openid-connect-overview)  [COMMUNITY-TOOL] β€” Provides a comprehensive architecture overview of OpenID Connect (OIDC) acting as the authentication layer on top of OAuth 2.0. Analyzes ID token syntax, discovery endpoints, and flows for multi-tenant systems. Essential background knowledge for implementing cloud-native federated identities.
 ### Identity and Access
 
 #### Oauth2
@@ -165,7 +164,7 @@ description: "Top Securityascode resources for 2026, AI-ranked: OPA Open Policy
   - **(2022)** [MagTape](https://github.com/tmobile/magtape) ⭐ 152  [JAVASCRIPT CONTENT] 🌟🌟 [LEGACY] β€” An admission controller developed by T-Mobile that evaluates resources against organizational policy constraints during creation. Written in Node.js, it offered a lightweight alternative to OPA for specific JSON schema validations. By 2026, it has been largely archived, with developers migrating to Gatekeeper or Kyverno.
 
 ---
-πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [IaC](./iac.md) | [Ansible](./ansible.md)
+πŸ’‘ **Explore Related:** [Ansible](./ansible.md) | [Crossplane](./crossplane.md) | [Devsecops](./devsecops.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/serverless.md b/v2-docs/serverless.md
index 33d4d6a1..91e8d05c 100644
--- a/v2-docs/serverless.md
+++ b/v2-docs/serverless.md
@@ -1,5 +1,5 @@
 ---
-description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, OpenShift Serverless and more β€” curated Cloud Native tools, guides and references."
+description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, Dapr and more β€” curated Cloud Native tools, guides and references."
 ---
 # Serverless Architectures and Frameworks
 
@@ -88,8 +88,6 @@ description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, OpenShift
 #### Knative
 
   - **(2026)** [==knative.dev==](https://knative.dev) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier Kubernetes-native platform for serverless workloads. Offers enterprise-grade Serving (scale-to-zero, request-driven autoscaling) and highly decoupled Eventing models.
-  - **(2021)** [**redhat.com: What is knative?**](https://www.redhat.com/en/topics/microservices/what-is-knative) [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Red Hat's baseline structural review of Knative, mapping its internal serving controllers, ingress routes, and cluster event models for enterprise operators.
-  - **(2020)** [**datacenterknowledge.com: Explaining Knative, the Project to Liberate Serverless from Cloud Giants**](https://www.datacenterknowledge.com/servers/explaining-knative-the-project-to-liberate-serverless-from-cloud-giants) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines Knative's industry goal of creating an open, pluggable platform layer that frees enterprise organizations from public cloud vendor lock-in.
 #### Knative And API Gateways
 
   - **(2021)** [**dev.to: FaaS on Kubernetes: From AWS Lambda & API Gateway To Knative & Kong API Gateway**](https://dev.to/pmbanugo/faas-on-kubernetes-from-aws-lambda-api-gateway-to-knative-kong-api-gateway-4n84) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Practical technical demonstration outlining how to replicate proprietary cloud FaaS configurations by using open components like Knative and Kong API Gateway inside a Kubernetes cluster.
@@ -108,6 +106,7 @@ description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, OpenShift
 
 #### Dapr
 
+  - **(2026)** [==Dapr==](https://dapr.io) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The Distributed Application Runtime. Employs a highly modular sidecar design to deliver developer-focused APIs for pub/sub messaging, state management, and actor models.
   - **(2022)** [**Building microservices? Give Dapr a try**](https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A deep analysis of Dapr's capabilities, detailing how its service abstraction layer accelerates microservice software delivery while avoiding tight coupling to infrastructure providers.
 ### Serverless (1)
 
@@ -180,7 +179,6 @@ description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, OpenShift
 
 #### Openshift Serverless
 
-  - **(2026)** [==OpenShift Serverless==](https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless) [NONE CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Red Hat's production-hardened Knative integration. Provides out-of-the-box scale-to-zero capabilities, event routing, and secure cluster integration under the OpenShift console.
   - **(2021)** [**openshift.com: Why and When you need to consider OpenShift Serverless**](https://www.redhat.com/en/blog/why-and-when-you-need-to-consider-openshift-serverless) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analytically presents key decision variables for deploying OpenShift Serverless, highlighting resource cost reductions, pod auto-scaling, and cluster efficiency.
 #### Openshift Serverless Integration
 
@@ -215,9 +213,16 @@ description: "Top Serverless resources for 2026, AI-ranked: OpenFaaS, OpenShift
 #### Serverless (3)
 
   - **(2024)** [**Azure Functions Cost Considerations and Optimization**](https://build5nines.com/azure-functions-cost-considerations-and-optimization) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Examines cost structures and billing patterns in serverless environments, focusing on Azure Functions. Compares Consumption, Premium, and Dedicated App Service plans, outlining how to minimize cold starts and optimize execution runtimes.
+## Infrastructure As Code
+
+### Serverless Integration
+
+#### Hybrid Automation
+
+  - **(2019)** [**theburningmonk.com: Making Terraform and Serverless framework work together**](https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A classic, influential case study analyzing the architecture of combining HashiCorp Terraform (for heavy resources like VPCs, databases, IAM) with Serverless Framework (for ephemeral Lambdas). Explores state output handoffs, parameter store structures, and pipeline coordination protocols. Live grounding confirms that while newer tools have merged these functions, this division of labor remains highly performant and stable.
 
 ---
-πŸ’‘ **Explore Related:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Container Managers](./container-managers.md) | [Openshift](./openshift.md)
 
-πŸ”— **See Also:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/servicemesh.md b/v2-docs/servicemesh.md
index c5c3c8a7..1127e661 100644
--- a/v2-docs/servicemesh.md
+++ b/v2-docs/servicemesh.md
@@ -20,13 +20,6 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
   - **(None)** [](https://developer.hashicorp.com/consul/docs/connect)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developer.hashicorp.com in the Kubernetes Tools ecosystem.
   - [cncf.io: Protocol detection and opaque ports in Linkerd](https://www.cncf.io/blog/2021/03/10/protocol-detection-and-opaque-ports-in-linkerd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Protocol detection and opaque ports in Linkerd in the Kubernetes Tools ecosystem.
   - [cncf.io: Why Linkerd doesn’t use Envoy](https://www.cncf.io/blog/2020/12/11/why-linkerd-doesnt-use-envoy)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Why Linkerd doesn’t use Envoy in the Kubernetes Tools ecosystem.
-## Architecture
-
-### System Design
-
-#### Microservices Patterns
-
-  - **(2018)** [**blog.christianposta.com: Do I Need an API Gateway if I Use a Service Mesh?**](https://blog.christianposta.com/microservices/do-i-need-an-api-gateway-if-i-have-a-service-mesh) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A seminal article detailing the functional boundary differences between API Gateways and Service Meshes. Christian Posta demonstrates how gateways excel at managing south-north public consumer interfaces (security, transformations, rate limiting), while service meshes optimize complex east-west backend telemetry.
 ## Cloud Infrastructure
 
 ### Traffic Management
@@ -52,6 +45,11 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
 #### Service Mesh Integration
 
   - **(2021)** [**devops.com: When to Use API Management and Service Mesh Together**](https://devops.com/when-to-use-api-management-and-service-mesh-together) [NONE CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explores patterns for integrating API gateways with service meshes. Highlights how to pass identity contexts, orchestrate global traffic routes, and enforce layered perimeter and transport-level security policies.
+### Data Plane
+
+#### Proxy
+
+  - **(2022)** [envoyproxy.io](https://www.envoyproxy.io) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Homepage for Envoy Proxy, the C++ cloud-native L7 edge and service proxy. Serving as the primary data plane for Istio and modern gateway tools, it offers unmatched extensibility, advanced load balancing, and dynamic runtime configuration.
 ### Load Balancing (1)
 
 #### Legacy Tooling
@@ -178,7 +176,7 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
 #### Service Mesh Architecture (1)
 
   - **(2022)** [solo.io: Why the control plane matters. Control planes are different than data planes. Separating the control plane from data plane 🌟](https://www.solo.io/blog/why-the-control-plane-matters) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An architectural exploration contrasting the duties of the data plane (e.g., raw proxy packet forwarding via Envoy) against the control plane (e.g., Istio, Solo.io Gloo Mesh). It demonstrates how a centralized control plane acts as the brain, translating operator-defined policies into dynamic xDS configuration streams. This separation ensures scalability, administrative decoupling, and resilient policy distribution.
-### Data Plane
+### Data Plane (1)
 
 #### Apis and Protocols
 
@@ -198,6 +196,13 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
   - **(2020)** [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) ⭐ 29  [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A lightweight utility developed to bridge Envoy configuration directly with Kubernetes API endpoints. It parses Kubernetes services and endpoints to dynamically construct Envoy-compatible bootstrap configurations. While highly illustrative of early custom control plane mechanics, it has largely been superseded by native Kubernetes Gateway API and modern Envoy-based ingress controllers.
 ## Infrastructure
 
+### Networking
+
+#### Ingress
+
+##### Azure Application Gateway
+
+  - **(2025)** [==Application Gateway for Containers with AKS Overlay Networking and VNet Flow Logs==](https://blog.cloudtrooper.net/2025/04/02/application-gateway-for-containers-a-not-so-gentle-intro-4) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A deep-dive technical investigation of Azure's next-generation Application Gateway for Containers (AGC) running atop AKS Overlay Networking. Details the setup, logging mechanics, and network telemetry capture.
 ### Service Mesh (4)
 
 #### Architecture Guides
@@ -212,16 +217,26 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
 #### Security (2)
 
   - **(2021)** [**thenewstack.io: Zero-Trust Security with Service Mesh**](https://thenewstack.io/zero-trust-security-with-service-mesh) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” This article explores how a service mesh constructs a zero-trust network topology within Kubernetes. By utilizing cryptographic service identity certificates, active namespace isolation, and strict SPIFFE/SPIRE integrations, it implements seamless mutual TLS authentication (mTLS) across the cluster.
-#### System Design (1)
+#### System Design
 
   - **(2020)** [lucperkins.dev: Service mesh use cases](https://lucperkins.dev/blog/service-mesh-use-cases) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive breakdown of architectural scenarios where introducing a service mesh becomes mathematically and operationally viable. It contrasts simple setups with distributed, high-security, and multi-cloud enterprise topologies requiring advanced traffic management.
-## Networking
+## Networking (1)
 
 ### Ingress and Gateway
 
 #### Gateway API
 
   - **(2023)** [**Kubernetes Gateway API**](https://github.com/kubernetes-sigs/gateway-api) ⭐ 2885  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Official GitHub repository for the standard Kubernetes Gateway API. This next-generation specification supersedes standard Ingress, offering expressive, role-oriented, and extensible routing APIs (Gateway, GatewayClass, and Route resources).
+#### Traefik
+
+  - **(2022)** [Transitioning from ingress-nginx to Traefik in Kubernetes](https://traefik.io/blog/transition-from-ingress-nginx-to-traefik)  [COMMUNITY-TOOL] β€” A migration blueprint walking developers through transitioning from ingress-nginx to Traefik. Details how Traefik's native middleware, dynamic routing, and CRDs simplify TLS management and traffic splitting in dynamic environments.
+## Networking and Security
+
+### Load Balancing (2)
+
+#### Performance and Tuning
+
+  - **(2023)** [==learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes 🌟🌟🌟==](https://learnkube.com/kubernetes-long-lived-connections) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptional, highly-detailed exploration of how Kubernetes handles long-lived connections such as gRPC, HTTP/2, and WebSockets. Analyzes why standard iptables-based kube-proxy L4 load balancing fails to distribute traffic evenly, causing backend starvation. Live Grounding highlights that resolving these issues requires client-side load balancing, proxy-assisted gRPC routing, or active connection-termination intervals.
 ## Serverless and Ingress
 
 ### Knative
@@ -229,16 +244,9 @@ description: "Top Servicemesh resources for 2026, AI-ranked: Linkerd, Kubernetes
 #### Ingress Controllers
 
   - **(2023)** [Kourier: A lightweight Knative Serving ingress](https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Kourier is a lightweight Ingress implementation specifically designed for Knative Serving, utilizing Envoy as the underlying data plane. It serves as an alternative to large service mesh deployments, providing fast route configurations, cold start mitigation, and scale-to-zero capabilities for serverless containers inside Kubernetes. It is heavily utilized in simplified enterprise serverless setups.
-## Traffic Management (1)
-
-### Kubernetes Ingress Controllers
-
-#### Traefik Ingress
-
-  - **(2026)** [Traefik](https://traefik.io) [GO CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The canonical repository and site for Traefik, a modern cloud-native reverse proxy and ingress controller designed for dynamic service discovery. It automatically listens to platform API registries (such as Kubernetes and Consul) to dynamically update routing tables without manual reloads.
 
 ---
-πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Web Servers](./web-servers.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/sonarqube.md b/v2-docs/sonarqube.md
index 1f0570ed..3faec581 100644
--- a/v2-docs/sonarqube.md
+++ b/v2-docs/sonarqube.md
@@ -42,7 +42,7 @@ description: "Top Sonarqube resources for 2026, AI-ranked: SonarQube Scanner Ove
   - **(2022)** [**thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube**](https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Teaches developers how to interpret SonarQube dashboards to discover common security vulnerabilities and code smells. Demonstrates optimization rules and quality profiles adjustment methods.
 
 ---
-πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/sre.md b/v2-docs/sre.md
index cfc13dff..470f7354 100644
--- a/v2-docs/sre.md
+++ b/v2-docs/sre.md
@@ -33,6 +33,13 @@ description: "Top SRE resources for 2026, AI-ranked: Skills for Real Engineers,
 #### Site Reliability Engineering
 
   - **(2021)** [openshift.com: From Ops to SRE - Evolution of the OpenShift Dedicated Team](https://www.redhat.com/en/blog/from-ops-to-sre-evolution-of-the-openshift-dedicated-team)  [COMMUNITY-TOOL] β€” Analyses the operational and structural evolution of Red Hat's OpenShift Dedicated SRE team. Documents the shift from classic system administration to an automation-first SRE model to govern fleet-scale, multi-tenant Kubernetes platforms at high availability.
+## Cloud Native
+
+### Kubernetes
+
+#### Progressive Delivery
+
+  - **(2024)** [**Iter8**](https://iter8.tools) [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A Kubernetes-native release validation and progressive delivery tool. Iter8 enables automated canary testing, A/B testing, and SLO evaluation. It coordinates traffic shifting using Service Meshes or Gateways, evaluating metrics from Prometheus and metrics-server to automate rollbacks or promote stable microservice builds.
 ## Continuous Delivery
 
 ### Feature Management
@@ -139,6 +146,13 @@ description: "Top SRE resources for 2026, AI-ranked: Skills for Real Engineers,
   - **(2022)** [getcortexapp.com: A guide to the best SRE tools](https://www.cortex.io/post/a-guide-to-the-best-sre-tools)  [COMMUNITY-TOOL] β€” Cortex's architectural guide evaluating modern SRE tooling stacks. Highlights service catalogs, central tracking, alert deduplication, automated runbooks, and performance benchmarking.
   - **(2021)** [thenewstack.io: The Site Reliability Engineering Tool Stack](https://thenewstack.io/the-site-reliability-engineering-tool-stack)  [COMMUNITY-TOOL] β€” Explores the fundamental tooling categories necessary for robust SRE practices, spanning declarative Infrastructure as Code (IaC), performance profiling, on-call management, and automated monitoring integrations.
   - **(2021)** [thenewstack.io: The Best Site Reliability Engineering Tools in 2021](https://thenewstack.io/the-best-site-reliability-engineering-tools-in-2021)  [COMMUNITY-TOOL] β€” An evaluative overview of top-tier reliability platforms. Focuses on tools addressing continuous anomaly detection, SLO dashboards, chaos engineering, and incident management pipelines.
+## Platform Engineering (1)
+
+### Design Methodology
+
+#### Platform Democracy
+
+  - **(2023)** [Platform Democracy: Rethinking Who Builds and Consumes Your Internal Platform](https://www.syntasso.io/post/platform-democracy-rethinking-who-builds-and-consumes-your-internal-platform) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores the shift from top-down platform imposition to a collaborative platform democracy model where users actively influence platform features. Focuses on Kratix-style platform design that co-creates platform capabilities to better align with actual developer workflows and organizational requirements.
 ## Reliability Engineering (1)
 
 ### Cloud Native Paradigms
@@ -169,6 +183,15 @@ description: "Top SRE resources for 2026, AI-ranked: Skills for Real Engineers,
 #### Synergies
 
   - **(2020)** [thenewstack.io: Where Site Reliability Engineering Overlaps with DevOps](https://thenewstack.io/where-the-site-reliability-engineer-role-overlaps-with-devops)  [COMMUNITY-TOOL] β€” Examines the functional overlaps between SREs and DevOps professionals. Highlights how monitoring, CI/CD automation, and shared configuration management unify these roles into a cohesive system reliability and deployment delivery vehicle.
+## Site Reliability Engineering (3)
+
+### Observability (1)
+
+#### Monitoring Theory
+
+##### Distributed Systems
+
+  - **(2016)** [==Monitoring Distributed Systems - Google SRE Book==](https://sre.google/sre-book/monitoring-distributed-systems) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The foundational text establishing distributed systems monitoring fundamentals. Introduces the 'four golden signals' (latency, traffic, errors, and saturation) and addresses the core engineering trade-offs between white-box and black-box monitoring. Curator Insight: Seminal SRE literature defining core telemetry metrics. Live Grounding: Remains the architectural blueprint for modern production-grade telemetry frameworks globally.
 ## Software Engineering
 
 ### Professional Development
@@ -176,9 +199,14 @@ description: "Top SRE resources for 2026, AI-ranked: Skills for Real Engineers,
 #### Core Architectures
 
   - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128202  [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations.
+### Version Control Systems
+
+#### Git Workflows
+
+  - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [MARKDOWN CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” An evaluation of GitFlow versus Trunk-Based Development, analyzing how branching strategies affect MTTR, deployment frequency, and software quality. It details the operational changes and tooling adjustments required to adopt trunk-based methodologies.
 
 ---
-πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)
 
diff --git a/v2-docs/stackstorm.md b/v2-docs/stackstorm.md
index e3eb5e00..3cea2699 100644
--- a/v2-docs/stackstorm.md
+++ b/v2-docs/stackstorm.md
@@ -18,7 +18,7 @@ description: "Curated, AI-ranked Stackstorm resources for the 2026 Cloud Native
   - **(2025)** [github.com/StackStorm](https://github.com/StackStorm) [PYTHON CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Central repositories for the StackStorm platform containing internal event loops, action runners, rules-engine components, pack loaders, and comprehensive infrastructure orchestration drivers.
 
 ---
-πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md)
+πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [Postman](./postman.md) | [HR](./hr.md)
 
diff --git a/v2-docs/swagger-code-generator-for-rest-apis.md b/v2-docs/swagger-code-generator-for-rest-apis.md
index 508bab8b..d5ea5c6f 100644
--- a/v2-docs/swagger-code-generator-for-rest-apis.md
+++ b/v2-docs/swagger-code-generator-for-rest-apis.md
@@ -40,7 +40,7 @@ description: "Curated, AI-ranked Swagger Code Generator For Rest APIs resources
   - **(2015)** [**Swagger Codegen**](https://github.com/swagger-api/swagger-codegen) ⭐ 17758  [JAVA CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Automatic generation of API client libraries and server stubs from OpenAPI/Swagger specifications.
 
 ---
-πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
+πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md)
 
-πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md)
+πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md)
 
diff --git a/v2-docs/tags.md b/v2-docs/tags.md
index b8873bc8..97f25b61 100644
--- a/v2-docs/tags.md
+++ b/v2-docs/tags.md
@@ -51,7 +51,7 @@ Bigger, warmer labels cover more resources. Click any label to jump to its secti
 German1
 Go / Javascript2
 Go / Yaml2
-Go1050
+Go1046
 Go/Bash1
 Go/Markdown1
 Go/Rego1
@@ -82,10 +82,10 @@ Bigger, warmer labels cover more resources. Click any label to jump to its secti
 Jsonnet5
 Kotlin4
 Kql5
-Legacy554
+Legacy553
 Lua2
 Makefile1
-Markdown346
+Markdown348
 Markdown/Images1
 Markdown/Shell1
 Multi2
@@ -169,14 +169,14 @@ Bigger, warmer labels cover more resources. Click any label to jump to its secti
 1. [Guide](#guide) (1082 resources)
 1. [Case Study](#case-study) (117 resources)
 1. [Community-Tool](#community-tool) (7512 resources)
-1. [Legacy](#legacy) (554 resources)
+1. [Legacy](#legacy) (553 resources)
 1. [Spanish Content](#spanish-content) (208 resources)
 
 ### Language and Format
 
 Resources indexed by their primary source language or document format.
 
-[Go](#go-content) (1050) Β· [Java](#java-content) (452) Β· [Yaml](#yaml-content) (417) Β· [Python](#python-content) (385) Β· [Markdown](#markdown-content) (346) Β· [Hcl](#hcl-content) (228) Β· [Typescript](#typescript-content) (195) Β· [Shell](#shell-content) (182) Β· [Javascript](#javascript-content) (138) Β· [Bash](#bash-content) (110) Β· [Powershell](#powershell-content) (67) Β· [Agnostic](#agnostic-content) (61) Β· [Groovy](#groovy-content) (59) Β· [Sql](#sql-content) (43) Β· [Rust](#rust-content) (39) Β· [Html](#html-content) (36) Β· [C#](#c-sharp-content) (30) Β· [C](#c-content) (29) Β· [C++](#c-plus-plus-content) (22) Β· [Json](#json-content) (22) Β· [Dockerfile](#dockerfile-content) (21) Β· [Ruby](#ruby-content) (20) Β· [Bicep](#bicep-content) (18) Β· [Conceptual](#conceptual-content) (13) Β· [Pdf](#pdf-content) (11) Β· [Rego](#rego-content) (10) Β· [Terraform](#terraform-content) (8) Β· [Jsonnet](#jsonnet-content) (5) Β· [Kql](#kql-content) (5) Β· [Xml](#xml-content) (5) Β· [Haskell](#haskell-content) (4) Β· [Hcl/Yaml](#hcl-yaml-content) (4) Β· [Kotlin](#kotlin-content) (4) Β· [Php](#php-content) (4) Β· [Scala](#scala-content) (4) Β· [Yml](#yml-content) (4) Β· [Ansible](#ansible-content) (3) Β· [Awk](#awk-content) (3) Β· [French](#french-content) (3) Β· [Go/Yaml](#go-yaml-content-2) (3) Β· [Node.Js](#node-js-content) (3) Β· [Powershell/Cli](#powershell-cli-content) (3) Β· [Promql](#promql-content) (3) Β· [Python/Yaml](#python-yaml-content) (3) Β· [Bash/Yaml](#bash-yaml-content) (2) Β· [Go / Javascript](#go-javascript-content) (2) Β· [Go / Yaml](#go-yaml-content) (2) Β· [Java / Yaml](#java-yaml-content) (2) Β· [Javascript/Typescript](#javascript-typescript-content) (2) Β· [Lua](#lua-content) (2) Β· [Multi](#multi-content) (2) Β· [Nix](#nix-content) (2) Β· [Perl](#perl-content) (2) Β· [Python/Shell](#python-shell-content) (2) Β· [Shell/Dockerfile](#shell-dockerfile-content) (2) Β· [Smarty](#smarty-content) (2) Β· [Yaml/Bash](#yaml-bash-content) (2) Β· [Yaml/Go](#yaml-go-content-2) (2) Β· [Yaml/Hcl](#yaml-hcl-content) (2) Β· [Yaml/Helm](#yaml-helm-content) (2) Β· [Any](#any-content) (1) Β· [Apacheconf](#apacheconf-content) (1) Β· [Asciidoc](#asciidoc-content) (1) Β· [Ballerina](#ballerina-content) (1) Β· [Bash/Arm](#bash-arm-content) (1) Β· [Bash/Python](#bash-python-content) (1) Β· [C# / Python / Js](#c-sharp-python-js-content) (1) Β· [C++ / Go / Python](#c-plus-plus-go-python-content) (1) Β· [C++ / Go](#c-plus-plus-go-content) (1) Β· [C/Bash](#c-bash-content) (1) Β· [C/C++](#c-c-plus-plus-content) (1) Β· [Chinese](#chinese-content) (1) Β· [Clojure](#clojure-content) (1) Β· [Dart](#dart-content) (1) Β· [Docker](#docker-content) (1) Β· [Docker/Shell](#docker-shell-content) (1) Β· [Dockerfile/Shell](#dockerfile-shell-content) (1) Β· [Elixir](#elixir-content) (1) Β· [Erlang](#erlang-content) (1) Β· [Flux](#flux-content) (1) Β· [German](#german-content) (1) Β· [Go/Bash](#go-bash-content) (1) Β· [Go/Markdown](#go-markdown-content) (1) Β· [Go/Rego](#go-rego-content) (1) Β· [Go/Typescript](#go-typescript-content) (1) Β· [Groovy/Hcl](#groovy-hcl-content) (1) Β· [Groovy/Yaml](#groovy-yaml-content) (1) Β· [Hcl/Packer](#hcl-packer-content) (1) Β· [Helm](#helm-content) (1) Β· [Image/Pdf](#image-pdf-content) (1) Β· [Ini](#ini-content) (1) Β· [Ini/Yaml](#ini-yaml-content) (1) Β· [Java / English](#java-english-content) (1) Β· [Java / Go / Node.Js](#java-go-node-js-content) (1) Β· [Java/C++](#java-c-plus-plus-content) (1) Β· [Javascript/Shell](#javascript-shell-content) (1) Β· [Makefile](#makefile-content) (1) Β· [Markdown/Images](#markdown-images-content) (1) Β· [Markdown/Shell](#markdown-shell-content) (1) Β· [Nginx Conf](#nginx-conf-content) (1) Β· [Norwegian](#norwegian-content) (1) Β· [Objective-C](#objective-c-content) (1) Β· [Ocaml](#ocaml-content) (1) Β· [Powershell / Sql](#powershell-sql-content) (1) Β· [Powershell/Bash](#powershell-bash-content) (1) Β· [Proprietary](#proprietary-content) (1) Β· [Protobuf](#protobuf-content) (1) Β· [Python / C++](#python-c-plus-plus-content) (1) Β· [Python / Go](#python-go-content) (1) Β· [Python/Ansible](#python-ansible-content) (1) Β· [Python/Go](#python-go-content-2) (1) Β· [Python/Terraform](#python-terraform-content) (1) Β· [R](#r-content) (1) Β· [Regex](#regex-content) (1) Β· [Robot](#robot-content) (1) Β· [Sed](#sed-content) (1) Β· [Sentinel](#sentinel-content) (1) Β· [Shell/Ansible](#shell-ansible-content) (1) Β· [Shell/Yaml](#shell-yaml-content) (1) Β· [Sql/Typescript](#sql-typescript-content) (1) Β· [Sql/Yaml](#sql-yaml-content) (1) Β· [Typescript / Go](#typescript-go-content) (1) Β· [Typescript / Rust](#typescript-rust-content) (1) Β· [Typescript/Elixir](#typescript-elixir-content) (1) Β· [Typescript/Rego](#typescript-rego-content) (1) Β· [Vim Script](#vim-script-content) (1) Β· [Viml](#viml-content) (1) Β· [Webassembly](#webassembly-content) (1) Β· [Yaml / C#](#yaml-c-sharp-content) (1) Β· [Yaml / Go](#yaml-go-content) (1) Β· [Yaml / Rego](#yaml-rego-content) (1) Β· [Yaml / Shell](#yaml-shell-content) (1) Β· [Yaml/Jinja2](#yaml-jinja2-content) (1) Β· [Yaml/Markdown](#yaml-markdown-content) (1) Β· [Yaml/Python](#yaml-python-content) (1) Β· [Yaml/Shell](#yaml-shell-content-2) (1) Β· [Yaml/Terraform](#yaml-terraform-content) (1) Β· [Yaml/Vagrantfile](#yaml-vagrantfile-content) (1)
+[Go](#go-content) (1046) Β· [Java](#java-content) (452) Β· [Yaml](#yaml-content) (417) Β· [Python](#python-content) (385) Β· [Markdown](#markdown-content) (348) Β· [Hcl](#hcl-content) (228) Β· [Typescript](#typescript-content) (195) Β· [Shell](#shell-content) (182) Β· [Javascript](#javascript-content) (138) Β· [Bash](#bash-content) (110) Β· [Powershell](#powershell-content) (67) Β· [Agnostic](#agnostic-content) (61) Β· [Groovy](#groovy-content) (59) Β· [Sql](#sql-content) (43) Β· [Rust](#rust-content) (39) Β· [Html](#html-content) (36) Β· [C#](#c-sharp-content) (30) Β· [C](#c-content) (29) Β· [C++](#c-plus-plus-content) (22) Β· [Json](#json-content) (22) Β· [Dockerfile](#dockerfile-content) (21) Β· [Ruby](#ruby-content) (20) Β· [Bicep](#bicep-content) (18) Β· [Conceptual](#conceptual-content) (13) Β· [Pdf](#pdf-content) (11) Β· [Rego](#rego-content) (10) Β· [Terraform](#terraform-content) (8) Β· [Jsonnet](#jsonnet-content) (5) Β· [Kql](#kql-content) (5) Β· [Xml](#xml-content) (5) Β· [Haskell](#haskell-content) (4) Β· [Hcl/Yaml](#hcl-yaml-content) (4) Β· [Kotlin](#kotlin-content) (4) Β· [Php](#php-content) (4) Β· [Scala](#scala-content) (4) Β· [Yml](#yml-content) (4) Β· [Ansible](#ansible-content) (3) Β· [Awk](#awk-content) (3) Β· [French](#french-content) (3) Β· [Go/Yaml](#go-yaml-content-2) (3) Β· [Node.Js](#node-js-content) (3) Β· [Powershell/Cli](#powershell-cli-content) (3) Β· [Promql](#promql-content) (3) Β· [Python/Yaml](#python-yaml-content) (3) Β· [Bash/Yaml](#bash-yaml-content) (2) Β· [Go / Javascript](#go-javascript-content) (2) Β· [Go / Yaml](#go-yaml-content) (2) Β· [Java / Yaml](#java-yaml-content) (2) Β· [Javascript/Typescript](#javascript-typescript-content) (2) Β· [Lua](#lua-content) (2) Β· [Multi](#multi-content) (2) Β· [Nix](#nix-content) (2) Β· [Perl](#perl-content) (2) Β· [Python/Shell](#python-shell-content) (2) Β· [Shell/Dockerfile](#shell-dockerfile-content) (2) Β· [Smarty](#smarty-content) (2) Β· [Yaml/Bash](#yaml-bash-content) (2) Β· [Yaml/Go](#yaml-go-content-2) (2) Β· [Yaml/Hcl](#yaml-hcl-content) (2) Β· [Yaml/Helm](#yaml-helm-content) (2) Β· [Any](#any-content) (1) Β· [Apacheconf](#apacheconf-content) (1) Β· [Asciidoc](#asciidoc-content) (1) Β· [Ballerina](#ballerina-content) (1) Β· [Bash/Arm](#bash-arm-content) (1) Β· [Bash/Python](#bash-python-content) (1) Β· [C# / Python / Js](#c-sharp-python-js-content) (1) Β· [C++ / Go / Python](#c-plus-plus-go-python-content) (1) Β· [C++ / Go](#c-plus-plus-go-content) (1) Β· [C/Bash](#c-bash-content) (1) Β· [C/C++](#c-c-plus-plus-content) (1) Β· [Chinese](#chinese-content) (1) Β· [Clojure](#clojure-content) (1) Β· [Dart](#dart-content) (1) Β· [Docker](#docker-content) (1) Β· [Docker/Shell](#docker-shell-content) (1) Β· [Dockerfile/Shell](#dockerfile-shell-content) (1) Β· [Elixir](#elixir-content) (1) Β· [Erlang](#erlang-content) (1) Β· [Flux](#flux-content) (1) Β· [German](#german-content) (1) Β· [Go/Bash](#go-bash-content) (1) Β· [Go/Markdown](#go-markdown-content) (1) Β· [Go/Rego](#go-rego-content) (1) Β· [Go/Typescript](#go-typescript-content) (1) Β· [Groovy/Hcl](#groovy-hcl-content) (1) Β· [Groovy/Yaml](#groovy-yaml-content) (1) Β· [Hcl/Packer](#hcl-packer-content) (1) Β· [Helm](#helm-content) (1) Β· [Image/Pdf](#image-pdf-content) (1) Β· [Ini](#ini-content) (1) Β· [Ini/Yaml](#ini-yaml-content) (1) Β· [Java / English](#java-english-content) (1) Β· [Java / Go / Node.Js](#java-go-node-js-content) (1) Β· [Java/C++](#java-c-plus-plus-content) (1) Β· [Javascript/Shell](#javascript-shell-content) (1) Β· [Makefile](#makefile-content) (1) Β· [Markdown/Images](#markdown-images-content) (1) Β· [Markdown/Shell](#markdown-shell-content) (1) Β· [Nginx Conf](#nginx-conf-content) (1) Β· [Norwegian](#norwegian-content) (1) Β· [Objective-C](#objective-c-content) (1) Β· [Ocaml](#ocaml-content) (1) Β· [Powershell / Sql](#powershell-sql-content) (1) Β· [Powershell/Bash](#powershell-bash-content) (1) Β· [Proprietary](#proprietary-content) (1) Β· [Protobuf](#protobuf-content) (1) Β· [Python / C++](#python-c-plus-plus-content) (1) Β· [Python / Go](#python-go-content) (1) Β· [Python/Ansible](#python-ansible-content) (1) Β· [Python/Go](#python-go-content-2) (1) Β· [Python/Terraform](#python-terraform-content) (1) Β· [R](#r-content) (1) Β· [Regex](#regex-content) (1) Β· [Robot](#robot-content) (1) Β· [Sed](#sed-content) (1) Β· [Sentinel](#sentinel-content) (1) Β· [Shell/Ansible](#shell-ansible-content) (1) Β· [Shell/Yaml](#shell-yaml-content) (1) Β· [Sql/Typescript](#sql-typescript-content) (1) Β· [Sql/Yaml](#sql-yaml-content) (1) Β· [Typescript / Go](#typescript-go-content) (1) Β· [Typescript / Rust](#typescript-rust-content) (1) Β· [Typescript/Elixir](#typescript-elixir-content) (1) Β· [Typescript/Rego](#typescript-rego-content) (1) Β· [Vim Script](#vim-script-content) (1) Β· [Viml](#viml-content) (1) Β· [Webassembly](#webassembly-content) (1) Β· [Yaml / C#](#yaml-c-sharp-content) (1) Β· [Yaml / Go](#yaml-go-content) (1) Β· [Yaml / Rego](#yaml-rego-content) (1) Β· [Yaml / Shell](#yaml-shell-content) (1) Β· [Yaml/Jinja2](#yaml-jinja2-content) (1) Β· [Yaml/Markdown](#yaml-markdown-content) (1) Β· [Yaml/Python](#yaml-python-content) (1) Β· [Yaml/Shell](#yaml-shell-content-2) (1) Β· [Yaml/Terraform](#yaml-terraform-content) (1) Β· [Yaml/Vagrantfile](#yaml-vagrantfile-content) (1)
 
 

 
@@ -185,106 +185,106 @@ Resources indexed by their primary source language or document format.
 

 Click to view top 100 of 1139 resources under De Facto Standard
 
-  - **(2026)** [==github.com/vmware-tanzu/velero==](https://github.com/velero-io/velero) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
+  - **(2026)** [==Postman==](https://www.postman.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./postman.md)*
+  - **(2026)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./about.md)*
+  - **(2026)** [==Argo CD==](https://argoproj.github.io/argo-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./about.md)*
+  - **(2026)** [==Helm==](https://github.com/helm/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./about.md)*
+  - **(2026)** [==Newman==](https://github.com/postmanlabs/newman) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)*
+  - **(2026)** [==SdkMan==](https://sdkman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==github: Spring Cloud Kubernetes 🌟==](https://github.com/spring-cloud/spring-cloud-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./aws-security.md)*
+  - **(2026)** [==github.com/backstage/backstage==](https://github.com/backstage/backstage) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
+  - **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
+  - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2026)** [==kubernetes-sigs/kueue: Kubernetes-native Job Queueing==](https://github.com/kubernetes-sigs/kueue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Available kubectl plugins==](https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Awesome Kubectl plugins==](https://github.com/ishantanu/awesome-kubectl-plugins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Draino==](https://github.com/planetlabs/draino) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==KubeFed: Kubernetes Cluster Federation==](https://github.com/kubernetes-retired/kubefed) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Ramilito/kubesess==](https://github.com/Ramilito/kubesess) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==k8s-worker-pod-autoscaler==](https://github.com/practo/k8s-worker-pod-autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟==](https://github.com/micnncim/kubectl-reap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==containerd - An open and reliable container runtime==](https://github.com/containerd/containerd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==kube-prometheus==](https://github.com/prometheus-operator/kube-prometheus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
+  - **(2026)** [==github.com/k8spatterns/examples==](https://github.com/k8spatterns/examples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations' of common Kubernetes patterns==](https://github.com/sharadbhat/KubernetesPatterns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kustomize==](https://github.com/kubernetes-sigs/kustomize) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==jsonnet data templating language==](https://github.com/google/jsonnet/tree/master/case_studies/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage/#kubernetes-volumes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==open-policy-agent/conftest==](https://github.com/open-policy-agent/conftest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==konstraint==](https://github.com/plexsystems/konstraint) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==github.com/sigstore: k8s-manifest-sigstore==](https://github.com/sigstore/k8s-manifest-sigstore) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kconnect - The Kubernetes Connection Manager CLI==](https://github.com/fidelity/kconnect) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Crossplane==](https://nubenetes.com/crossplane/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl-trace==](https://github.com/iovisor/kubectl-trace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubespy==](https://github.com/huazhihao/kubespy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl netshoot==](https://github.com/nilic/kubectl-netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubernetes.io: Kubernetes API==](https://kubernetes.io/docs/reference/kubernetes-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==davidB/kubectl-view-allocations==](https://github.com/davidB/kubectl-view-allocations) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==OpenShift Serverless==](https://www.redhat.com/en/technologies/cloud-computing/openshift/serverless) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
   - **(2026)** [==AWS Account Set Up 🌟==](https://github.com/openshift/installer/blob/main/docs/user/aws/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==Machine API==](https://github.com/openshift/machine-api-operator/tree/main) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==github.com/vmware-tanzu/velero==](https://github.com/velero-io/velero) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
+  - **(2026)** [==Developer Sandbox==](https://developers.redhat.com/developer-sandbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==OLM Arquitecture==](https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==Rook==](https://rook.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
   - **(2026)** [==github.com/redhat-cop/gitops-catalog==](https://github.com/redhat-cop/gitops-catalog) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
   - **(2026)** [==GitHub: OKD4==](https://github.com/okd-project/okd/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
   - **(2026)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==wikipedia.org: .NET==](https://en.wikipedia.org/wiki/.NET) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./dotnet.md)*
-  - **(2026)** [==App-vNext/Polly==](https://github.com/App-vNext/Polly) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2026)** [==Awesome Test Automation==](https://github.com/atinfo/awesome-test-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==onurakpolat/awesome-bigdata==](https://github.com/oxnr/awesome-bigdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome AWS 🌟==](https://github.com/donnemartin/awesome-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws.md)*
+  - **(2026)** [==podman==](https://podman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==buildah==](https://buildah.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==developers.redhat.com 🌟==](https://developers.redhat.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [==Amazon Red Hat OpenShift==](https://www.redhat.com/en/technologies/cloud-computing/openshift/aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [==ARO==](https://www.redhat.com/en/technologies/cloud-computing/openshift/azure) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [==Red Hat's approach to Kubernetes 🌟==](https://www.redhat.com/en/solutions/kubernetes-approach) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [==OPA Open Policy Agent 🌟==](https://www.openpolicyagent.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==checkov.io==](https://www.checkov.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Selefra: Selefra is an open-source policy-as-code software that provides' analytics for multi-cloud and SaaS.==](https://github.com/selefra/selefra) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==yor.io==](https://yor.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Policy Reporter 🌟==](https://github.com/kyverno/policy-reporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Cloud Custodian==](https://github.com/cloud-custodian/cloud-custodian) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Pipeline: SCM Step (workflow-scm-step)==](https://www.jenkins.io/doc/pipeline/steps/workflow-scm-step) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==git-plugin 🌟==](https://github.com/jenkinsci/git-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Warnings Next Generation 🌟==](https://plugins.jenkins.io/warnings-ng) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Jenkins Prometheus Metrics Plugin 🌟==](https://github.com/jenkinsci/prometheus-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Credentials Binding==](https://plugins.jenkins.io/credentials-binding) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==HashiCorp Vault 🌟==](https://plugins.jenkins.io/hashicorp-vault-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Matrix Authorization Strategy 🌟==](https://plugins.jenkins.io/matrix-auth) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Role-based Authorization Strategy 🌟==](https://plugins.jenkins.io/role-strategy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==SonarQube Scanner 🌟==](https://plugins.jenkins.io/sonar) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==kubernetes-plugin: Kubernetes plugin for Jenkins 🌟==](https://github.com/jenkinsci/kubernetes-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==Parent POM for Jenkins Plugins. Plugin POM 4.0==](https://github.com/jenkinsci/plugin-pom) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [XML CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [==kubernetes/client-go: Go client for Kubernetes 🌟==](https://github.com/kubernetes/client-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
+  - **(2026)** [==Awesome AWS 🌟==](https://github.com/donnemartin/awesome-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==github.com/GoogleCloudPlatform/awesome-google-cloud: Awesome GCP==](https://github.com/GoogleCloudPlatform/awesome-google-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==github.com/lukemurraynz/awesome-azure-architecture 🌟==](https://github.com/lukemurraynz/awesome-azure-architecture) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course==](https://github.com/iam-veeramalla/Azure-zero-to-hero) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON/SHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==github.com/jonleibowitz/awesome-digitalocean: Awesome Digital Ocean==](https://github.com/jonleibowitz/awesome-digitalocean) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome Compose 🌟==](https://github.com/docker/awesome-compose) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==dawitnida/Awesome Packer==](https://github.com/dchonch/awesome-packer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep==](https://github.com/ElYusubov/AWESOME-Azure-Bicep) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./golang.md)*
-  - **(2026)** [==Awesome Java 🌟==](https://github.com/akullpp/awesome-java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome Angular==](https://github.com/PatrickJS/awesome-angular) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome Visual Studio Code==](https://github.com/viatsko/awesome-vscode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==github.com/charlax/professional-programming: A collection of full-stack' resources for programmers 🌟==](https://github.com/charlax/professional-programming) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==janikvonrotz/awesome-powershell==](https://github.com/janikvonrotz/awesome-powershell) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [==Available kubectl plugins==](https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Awesome Kubectl plugins==](https://github.com/ishantanu/awesome-kubectl-plugins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Awesome Test Automation==](https://github.com/atinfo/awesome-test-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==onurakpolat/awesome-bigdata==](https://github.com/oxnr/awesome-bigdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==realvz/awesome-eks: A curated list of awesome tools for Amazon EKS 🌟==](https://github.com/realvz/awesome-eks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==globalbao/awesome-azure-policy: AWESOME-Azure-Policy==](https://github.com/globalbao/awesome-azure-policy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==github.com/toniblyx/my-arsenal-of-aws-security-tools==](https://github.com/toniblyx/my-arsenal-of-aws-security-tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Awesome Compose 🌟==](https://github.com/docker/awesome-compose) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==dawitnida/Awesome Packer==](https://github.com/dchonch/awesome-packer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==ElYusubov/AWESOME-Azure-Bicep: AWESOME Azure Bicep==](https://github.com/ElYusubov/AWESOME-Azure-Bicep) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==sbilly/awesome-security: Awesome Security==](https://github.com/sbilly/awesome-security) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==myugan/awesome-docker-security: Awesome Docker Security==](https://github.com/myugan/awesome-docker-security) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==anderseknert/awesome-opa 🌟==](https://github.com/open-policy-agent/awesome-opa) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO/REGO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==Awesome Testing==](https://github.com/TheJambo/awesome-testing) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==Awesome JMeter==](https://github.com/aliesbelik/awesome-jmeter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==Awesome API Management Tools==](https://github.com/mailtoharshit/Awesome-Api-Management-Tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==ekramasif/Basic-Machine-Learning==](https://github.com/ekramasif/Basic-Machine-Learning) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==JUnit==](https://junit.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [==cal.com==](https://cal.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2026)** [==Postman==](https://www.postman.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [==Helm==](https://github.com/helm/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [==Argo CD==](https://argoproj.github.io/argo-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2026)** [==kubeflow==](https://www.kubeflow.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2026)** [==Ray==](https://docs.ray.io/en/latest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2026)** [==The Open Guide to Amazon Web Services==](https://github.com/open-guides/og-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [==aws/containers-roadmap: AWS Containers Roadmap==](https://github.com/aws/containers-roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [==ermetic/access-undenied-aws 🌟==](https://github.com/tenable/access-undenied-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [==github.com/one2nc/cloudlens 🌟==](https://github.com/one2nc/cloudlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [==github.com/backstage/backstage==](https://github.com/backstage/backstage) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2026)** [==github.com/microsoft/finops-toolkit==](https://github.com/microsoft/finops-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical' Online Reference Implementation==](https://github.com/azure/mission-critical-online) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==Microsoft REST API Guidelines 🌟🌟🌟==](https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==github.com/microsoft/CBL-Mariner==](https://github.com/microsoft/azurelinux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==Microsoft/azure-pipelines-tasks==](https://github.com/Microsoft/azure-pipelines-tasks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==azurearcjumpstart.io==](https://jumpstart.azure.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==learn.microsoft.com: Environment variables and app settings in Azure App Service==](https://learn.microsoft.com/en-us/azure/app-service/reference-app-settings) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==learn.microsoft.com: Configure a custom container for Azure App Service==](https://learn.microsoft.com/en-us/azure/app-service/configure-custom-container) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [DOCKER CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==learn.microsoft.com: AZ-204: Implement Azure Functions 🌟==](https://learn.microsoft.com/en-us/training/paths/implement-azure-functions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# / PYTHON / JS CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==PowerShell==](https://learn.microsoft.com/en-us/powershell) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==PowerShell Gallery 🌟==](https://www.powershellgallery.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==dahlbyk/posh-git==](https://github.com/dahlbyk/posh-git) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==dbatools.io==](https://dbatools.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL / SQL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==Bicep==](https://github.com/Azure/bicep) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [==pre-commit==](https://pre-commit.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2026)** [==Odoo Mergebot==](https://github.com/odoo/odoo/wiki/Mergebot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2026)** [==International Tech Job Search Handbook==](https://github.com/andrewstetsenko/tech-jobs-with-relocation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2026)** [==github.com/google/go-containerregistry 🌟==](https://github.com/google/go-containerregistry) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==nerdctl 🌟==](https://github.com/containerd/nerdctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==github.com/kubereboot/kured ⭐==](https://github.com/kubereboot/kured) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==aws/aws-node-termination-handler 🌟==](https://github.com/aws/aws-node-termination-handler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==Azure/azure-workload-identity==](https://github.com/Azure/azure-workload-identity) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes==](https://github.com/NVIDIA/k8s-device-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [==Kadalu==](https://github.com/kadalu/kadalu) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [==VolSync 🌟==](https://github.com/backube/volsync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟==](https://github.com/micnncim/kubectl-reap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==K9s - Kubernetes CLI To Manage Your Clusters In Style!==](https://github.com/derailed/k9s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubectx + kubens: : Power tools for kubectl🌟🌟==](https://github.com/ahmetb/kubectx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==fubectl==](https://github.com/kubermatic/fubectl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟==](https://github.com/FairwindsOps/pluto) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Authelia 🌟==](https://github.com/authelia/authelia) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Checkov 🌟==](https://github.com/bridgecrewio/checkov) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Kompose (Kubernetes + Compose) 🌟==](https://github.com/kubernetes/kompose) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Nebula==](https://github.com/slackhq/nebula) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==Awesome Visual Studio Code==](https://github.com/viatsko/awesome-vscode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
 
 *... and 1039 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

@@ -299,105 +299,105 @@ Resources indexed by their primary source language or document format.
 Click to view top 100 of 1106 resources under Enterprise-Stable
 
   - **(2026)** [==**GitHub build-push-action**==](https://github.com/docker/build-push-action) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [**try.openshift.com 🌟**](https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [**Awesome Software Quality**](https://github.com/ligurio/sqa-wiki) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [**Awesome microservices**](https://github.com/mfornos/awesome-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [**dastergon/awesome-sre**](https://github.com/dastergon/awesome-sre) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [**developer.hashicorp.com 🌟**](https://developer.hashicorp.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [**ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟**](https://github.com/ansible-community/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [**TestNG**](https://testng.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [**Spock Framework**](https://spockframework.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [**SilverTorch: Index as Model β€” A New Retrieval Paradigm for Recommendation Systems**](https://engineering.fb.com/2026/05/26/ml-applications/silvertorch-index-as-model-new-retrieval-paradigm-recommendation-systems) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [**github.com/containerscrew/aws-sso-auth**](https://github.com/containerscrew/aws-sso-rs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./aws.md)*
+  - **(2026)** [**blog.getpostman.com**](https://blog.postman.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./postman.md)*
+  - **(2026)** [**googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet**](https://cloud.google.com/products) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
+  - **(2026)** [**Take our I/O 2026 quiz, vibe coded in Google AI Studio**](https://blog.google/innovation-and-ai/technology/ai/io-2026-vibe-coded-quiz) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [**Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash**](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [**Catch up on 12 major I/O 2026 moments**](https://blog.google/innovation-and-ai/technology/ai/io-2026-keynote-moment-videos) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2026)** [**DevOps Tools**](https://nubenetes.com/devops-tools/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [**NoOps**](https://nubenetes.com/noops/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [**learn.microsoft.com: Configure a Java app for Azure App Service**](https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [**PowerShell Community**](https://devblogs.microsoft.com/powershell-community) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [**GitHub Branch Source Plugin:**](https://plugins.jenkins.io/github-branch-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2026)** [**try.openshift.com 🌟**](https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [**OpenShift blog 🌟**](https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [**OpenShift Commons**](https://commons.openshift.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [**OpenShift.tv**](https://www.redhat.com/en/livestreaming) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [**OpenShift on Google Cloud**](https://docs.cloud.google.com/compute/docs/containers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [**Red Hat OpenShift on IBM Cloud**](https://www.ibm.com/products/openshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [**Azure Policy**](https://nubenetes.com/azure/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2026)** [**dastergon/awesome-sre**](https://github.com/dastergon/awesome-sre) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [**developer.hashicorp.com 🌟**](https://developer.hashicorp.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [**Awesome microservices**](https://github.com/mfornos/awesome-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [**Awesome Software Quality**](https://github.com/ligurio/sqa-wiki) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [**ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟**](https://github.com/ansible-community/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [**Ansible Role: Docker 🌟**](https://github.com/geerlingguy/ansible-role-docker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
+  - **(2026)** [**AWX Operator**](https://github.com/ansible/awx-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ansible.md)*
+  - **(2026)** [**Nelm: A Helm Alternative for Kubernetes Deployments**](https://github.com/werf/nelm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2026)** [**Helm Diff Plugin 🌟**](https://github.com/databus23/helm-diff) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2026)** [**tanka**](https://github.com/grafana/tanka) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**werf/werf**](https://github.com/werf/werf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes**](https://github.com/bank-vaults/bank-vaults) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Shell-operator**](https://github.com/flant/shell-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Kubermatic Kubernetes Platform 🌟**](https://github.com/Kubermatic/Kubermatic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Gardener**](https://github.com/gardener/gardener) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**odigos**](https://github.com/odigos-io/odigos) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**kubectl-neat 🌟**](https://github.com/itaysk/kubectl-neat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**kubevirt**](https://github.com/kubevirt/kubevirt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Building the Infrastructure for the Intelligence Age in Michigan**](https://openai.com/index/stargate-michigan-data-center) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Building self-improving tax agents with Codex**](https://openai.com/index/building-self-improving-tax-agents-with-codex) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How Braintrust turns customer requests into code with Codex**](https://openai.com/index/braintrust) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Warp's big bet on building open source with GPT-5.5**](https://openai.com/index/warp) 🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**A new personal finance experience in ChatGPT**](https://openai.com/index/personal-finance-chatgpt) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**A shared playbook for trustworthy third party evaluations**](https://openai.com/index/trustworthy-third-party-evaluations-foundations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI Frontier Governance Framework**](https://openai.com/index/openai-frontier-governance-framework) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Boston Children's Hospital uses AI to unlock new diagnoses**](https://openai.com/index/boston-childrens-hospital) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Strengthening Societal Resilience with Rosalind Biodefense**](https://openai.com/index/strengthening-societal-resilience-with-rosalind-biodefense) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Our Views on AI Policy and Political Advocacy**](https://openai.com/index/our-views-on-ai-policy-and-political-advocacy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Election information and safeguards in 2026**](https://openai.com/index/election-safeguards-2026) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**The next phase of OpenAI's Education for Countries**](https://openai.com/index/the-next-phase-of-education-for-countries) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI and Malta partner to bring ChatGPT Plus to all citizens**](https://openai.com/index/malta-chatgpt-plus-partnership) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Codex is Becoming a Productivity Tool for Everyone**](https://openai.com/index/codex-for-knowledge-work) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI, Grupo Folha, and Grupo UOL announce strategic content partnership**](https://openai.com/index/grupo-folha-grupo-uol-partnership) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How Virgin Atlantic ships faster with Codex**](https://openai.com/index/virgin-atlantic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI named a Leader in enterprise coding agents by Gartner**](https://openai.com/index/gartner-2026-agentic-coding-leader) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How Ramp engineers accelerate code review with Codex**](https://openai.com/index/ramp) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**AdventHealth advances whole-person care with OpenAI**](https://openai.com/index/adventhealth) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises enterprise environments**](https://openai.com/index/dell-codex-enterprise-partnership) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Introducing OpenAI for Singapore**](https://openai.com/index/introducing-openai-for-singapore) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Advancing Content Provenance for a Safer, More Transparent AI Ecosystem**](https://openai.com/index/advancing-content-provenance) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Google I/O 2026: Highlights from the Dialogues stage**](https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**100 things we announced at Google I/O 2026**](https://blog.google/innovation-and-ai/technology/ai/google-io-2026-all-our-announcements) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**A new experiment brings better group meetings to Google Beam**](https://blog.google/innovation-and-ai/models-and-research/google-research/google-beam-group-meetings) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How AI Mode is changing and expanding the way people search**](https://blog.google/products-and-platforms/products/search/ai-mode-us-insights) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Google I/O 2026: Sundar Pichai's opening keynote**](https://blog.google/innovation-and-ai/sundar-pichai-io-2026) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**New ways to create and get stuff done in Google Workspace**](https://blog.google/products-and-platforms/products/workspace/workspace-updates) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**MUFG aims to become AI native with OpenAI**](https://openai.com/index/mufg) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Cisco and OpenAI redefine enterprise engineering with Codex**](https://openai.com/index/cisco) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Databricks brings GPT-5.5 to enterprise agent workflows - OpenAI**](https://openai.com/index/databricks) 🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How business operations teams use Codex**](https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How sales teams use Codex**](https://openai.com/academy/codex-for-work/how-sales-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How data science teams use Codex**](https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How we used Gemini to build Google I/O 2026**](https://blog.google/innovation-and-ai/technology/ai/io-2026-google-ai) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI Model Disproves Central Conjecture in Discrete Geometry**](https://openai.com/index/model-disproves-discrete-geometry-conjecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [**jertel/elastalert2**](https://github.com/jertel/elastalert2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./monitoring.md)*
+  - **(2026)** [**Meshery.io:**](https://meshery.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
+  - **(2026)** [**consul.io**](https://developer.hashicorp.com/consul) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
+  - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./mkdocs.md)*
+  - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2026)** [**Dash for MacOS**](https://kapeli.com/dash) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2026)** [**Zeal**](https://zealdocs.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C++ CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [**Marge-bot: A merge-bot for GitLab**](https://github.com/smarkets/marge-bot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [**Bulldozer: GitHub Pull Request Auto-Merge Bot**](https://github.com/palantir/bulldozer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [**Bors-ng: A merge bot for GitHub Pull Requests**](https://github.com/bors-ng/bors-ng) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [ELIXIR CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [**Plastic SCM**](https://www.plasticscm.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
+  - **(2026)** [**GitHub Branch Source Plugin:**](https://plugins.jenkins.io/github-branch-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [**education.github.com**](https://github.com/education) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [**Nelm: A Helm Alternative for Kubernetes Deployments**](https://github.com/werf/nelm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [**Bank Vaults: Un Cuchillo Suizo para HashiCorp Vault en Kubernetes**](https://github.com/bank-vaults/bank-vaults) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**odigos**](https://github.com/odigos-io/odigos) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**tanka**](https://github.com/grafana/tanka) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**werf/werf**](https://github.com/werf/werf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**Shell-operator**](https://github.com/flant/shell-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**Kubermatic Kubernetes Platform 🌟**](https://github.com/Kubermatic/Kubermatic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**Gardener**](https://github.com/gardener/gardener) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**kubectl-neat 🌟**](https://github.com/itaysk/kubectl-neat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**kubevirt**](https://github.com/kubevirt/kubevirt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [**Skaffold 🌟**](https://skaffold.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
+  - **(2026)** [**youtube: Thetips4you 🌟**](https://www.youtube.com/channel/UCoOq-DtESvayx5yJE5H6-qQ/playlists) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devops-tools.md)*
   - **(2026)** [**GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp: Google Secret' Manager Provider for Secret Store CSI Driver**](https://github.com/GoogleCloudPlatform/secrets-store-csi-driver-provider-gcp) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [**aws/secrets-store-csi-driver-provider-aws: AWS Secrets Manager and Config' Provider for Secret Store CSI Driver**](https://github.com/aws/secrets-store-csi-driver-provider-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [**hashicorp/vault-csi-provider: HashiCorp Vault Provider for Secrets Store' CSI Driver**](https://github.com/hashicorp/vault-csi-provider) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [**oauth2-proxy/oauth2-proxy: OAuth2 Proxy 🌟**](https://github.com/oauth2-proxy/oauth2-proxy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [**commjoen/wrongsecrets: OWASP WrongSecrets**](https://github.com/commjoen/wrongsecrets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [**Microsoft Security Copilot**](https://www.microsoft.com/en-us/security/business/ai-machine-learning/microsoft-security-copilot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [**Dash for MacOS**](https://kapeli.com/dash) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [**Zeal**](https://zealdocs.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C++ CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [**OpenFunction: Cloud Native Function-as-a-Service Platform (CNCF Sandbox' Project)**](https://github.com/OpenFunction/OpenFunction) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [**kn: knative client**](https://github.com/knative/client) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [**openwhisk.apache.org**](https://openwhisk.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SCALA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [**Azure Policy**](https://nubenetes.com/azure/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [**youtube: Thetips4you 🌟**](https://www.youtube.com/channel/UCoOq-DtESvayx5yJE5H6-qQ/playlists) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devops-tools.md)*
-  - **(2026)** [**Couchdb.apache.org**](https://couchdb.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ERLANG CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**HBase.apache.org**](https://hbase.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**rethinkdb.com**](https://rethinkdb.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C++ CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**Hive.apache.org**](https://hive.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**Apache Drill**](https://drill.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**educative.io/courses/the-kubernetes-course: Learn Kubernetes: A Deep Dive 🌟🌟🌟**](https://www.educative.io/courses/learn-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [**github.com/techiescamp/kubernetes-learning-path 🌟🌟**](https://github.com/techiescamp/kubernetes-learning-path) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2026)** [****Rancher 2****](https://www.rancher.com/docs/rancher/v2.x/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./rancher.md)*
+  - **(2026)** [**rancherdesktop.io**](https://rancherdesktop.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)*
+  - **(2026)** [****k3sup (said 'ketchup')****](https://github.com/alexellis/k3sup) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2026)** [**redhat.com: Vim: Basic and intermediate commands**](https://www.redhat.com/en/blog/vim-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [****watchman command**: A File and Directory Watching Tool for Changes**](https://www.tecmint.com/watchman-monitor-file-changes-in-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**redhat.com: How to record your Linux terminal using asciinema**](https://www.redhat.com/en/blog/using-asciinema) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**systemcodegeeks.com**](https://www.systemcodegeeks.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**nikhilism.com: Mystery Knowledge and Useful Tools**](https://nikhilism.com/post/2020/mystery-knowledge-useful-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**Timezone Bullshit**](https://blog.wesleyac.com/posts/timezone-bullshit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**opensource.com 🌟**](https://opensource.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**The Geek Stuff**](https://www.thegeekstuff.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**abarrak.gitbook.io: Linux SysOps Handbook 🌟**](https://abarrak.gitbook.io/linux-sysops-handbook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**tecmint.com: How to Control Systemd Services on Remote Linux Server**](https://www.tecmint.com/control-systemd-services-on-remote-linux-server) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**developers.redhat.com: Linux commands for developers**](https://developers.redhat.com/cheat-sheets/linux-commands-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**CLImagic**](https://www.youtube.com/user/climagic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs in Linux**](https://www.tecmint.com/pipe-command-output-to-other-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**opensource.com: How to use the Linux grep command**](https://opensource.com/article/21/3/grep-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**tecmint.com: How to Install htop on CentOS 8**](https://www.tecmint.com/install-htop-on-centos-8) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**tecmint.com: How to Install and Configure β€˜Collectd’ and β€˜Collectd-Web’ to Monitor Server Resources in Linux**](https://www.tecmint.com/install-collectd-and-collectd-web-to-monitor-server-resources-in-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**freecodecamp.org: RSync Examples – Rsync Options and How to Copy Files Over SSH**](https://www.freecodecamp.org/news/rsync-examples-rsync-options-and-how-to-copy-files-over-ssh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**igoroseledko.com: Parallel Rsync**](https://www.igoroseledko.com/parallel-rsync) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**redhat.com: 5 advanced rsync tips for Linux sysadmins**](https://www.redhat.com/en/blog/5-rsync-tips) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**redhat.com: Using ssh-keygen and sharing for key-based authentication in Linux**](https://www.redhat.com/en/blog/configure-ssh-keygen) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**redhat.com: Save time at the command line with HTTPie instead of curl**](https://www.redhat.com/en/blog/curl-hack-httpie) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**linuxteck.com: 15 basic curl command in Linux with practical examples**](https://www.linuxteck.com/curl-command-in-linux-with-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory dumps in LDIF format**](https://kalilinuxtutorials.com/ldsview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**Ansible Role: Docker 🌟**](https://github.com/geerlingguy/ansible-role-docker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [**AWX Operator**](https://github.com/ansible/awx-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [**How we reduced core unit boot time from hours to minutes**](https://blog.cloudflare.com/optimizing-core-unit-boot-time) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./sre.md)*
-  - **(2026)** [**Jest**](https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**MongoDB for VS Code**](https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**dev.to: Thunder Client - Http Client Extension for VS Code**](https://dev.to/ranga_vadhineni/thunder-client-http-client-extension-for-vs-code-30i9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Live Server:**](https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**developers.redhat.com: Devfiles and Kubernetes cluster support in OpenShift' Connector 0.2.0 extension for VS Code 🌟**](https://developers.redhat.com/blog/2020/11/16/devfiles-and-kubernetes-cluster-support-in-openshift-connector-0-2-0-extension-for-vs-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**marketplace.visualstudio.com: GitOps Tools for Flux 🌟**](https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**marketplace.visualstudio.com: Kubernetes Reference Highlighter 🌟**](https://marketplace.visualstudio.com/items?itemName=dag-andersen.kubernetes-reference-highlighter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**marketplace.visualstudio.com: Kubernetes YAML Formatter 🌟**](https://marketplace.visualstudio.com/items?itemName=kennylong.kubernetes-yaml-formatter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Kubernetes Kind (by Microsoft)**](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.kind-vscode) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**DotENV**](https://marketplace.visualstudio.com/items?itemName=mikestead.dotenv) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Path Intellisense**](https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**freecodecamp.org: VS Code Extensions That'll Boost Your Development Productivity' 🌟**](https://www.freecodecamp.org/news/vs-code-extensions-to-boost-your-development-productivity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Local History**](https://marketplace.visualstudio.com/items?itemName=xyz.local-history) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**marketplace.visualstudio.com: autoDocstring - Python Docstring Generator**](https://marketplace.visualstudio.com/items?itemName=njpwerner.autodocstring) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Material Icon Theme**](https://marketplace.visualstudio.com/items?itemName=PKief.material-icon-theme) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Monokai Pro Theme**](https://marketplace.visualstudio.com/items?itemName=monokai.theme-monokai-pro-vscode) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Dracula Pro Theme 🌟**](https://draculatheme.com/pro) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [**Jira and Bitbucket (Official)**](https://marketplace.visualstudio.com/items?itemName=Atlassian.atlascode) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
 
 *... and 1006 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 
@@ -436,56 +436,56 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [helmwave/helmwave](https://github.com/helmwave/helmwave) 🌟🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./helm.md)*
   - **(2024)** [rootless-containers/usernetes](https://github.com/rootless-containers/usernetes) 🌟🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2024)** [Isoflow](https://isoflow.io) 🌟🌟🌟 [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [infoworld.com: 13 open source projects transforming AI and machine learning](https://www.infoworld.com/article/2336757/16-open-source-projects-transforming-ai-and-machine-learning.html) 🌟🌟🌟 [EMERGING] β€” *Go to [Section](./mlops.md)*
   - **(2022)** [Kspan - Turning Kubernetes Events into spans 🌟](https://github.com/weaveworks-experiments/kspan) 🌟🌟🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2022)** [infoworld.com: 13 open source projects transforming AI and machine learning](https://www.infoworld.com/article/2336757/16-open-source-projects-transforming-ai-and-machine-learning.html) 🌟🌟🌟 [EMERGING] β€” *Go to [Section](./mlops.md)*
   - **(2020)** [raygun.com: The 10 best DevOps tools for 2020](https://raygun.com/blog/best-devops-tools) 🌟🌟🌟 [EMERGING] β€” *Go to [Section](./devops-tools.md)*
   - **(2026)** [twitter.com/GolangRepos](https://x.com/GolangRepos) 🌟🌟 [EMERGING] β€” *Go to [Section](./golang.md)*
   - **(2023)** [kustomizer](https://kustomizer.dev) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [elconfidencial.com: La batalla entre Google y Meta que nadie esperaba: revolucionar la biologΓ­a 🌟](https://www.elconfidencial.com/tecnologia/ciencia/2022-11-18/carrera-google-meta-revolucionar-biologia_3520865) 🌟🌟 [EMERGING] [SPANISH CONTENT] β€” *Go to [Section](./mlops.md)*
   - **(2022)** [autodraw.com](https://www.autodraw.com) 🌟🌟 [EMERGING] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2021)** [github.com/mumoshu/helm-x: Helm X Plugin](https://github.com/mumoshu/helm-x) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./helm.md)*
   - **(2021)** [moule3053/mck8s](https://github.com/moule3053/mck8s) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [sciuro](https://github.com/cloudflare/sciuro) 🌟🌟 [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [kim - The Kubernetes Image Manager](https://github.com/rancher/kim) 🌟🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [azohra/yaml.sh](https://github.com/azohra/yaml.sh) 🌟🌟 [EMERGING] [BASH CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [github.com/mumoshu/helm-x: Helm X Plugin](https://github.com/mumoshu/helm-x) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./helm.md)*
   - **(2020)** [kris-nova/kaar](https://github.com/krisnova/kaar) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [devops.com](https://devops.com) [EMERGING] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [twitter.com/AWSreInvent](https://x.com/AWSreInvent) [EMERGING] β€” *Go to [Section](./aws.md)*
   - **(2026)** [AWS Labs GitHub](https://github.com/awslabs) [EMERGING] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [devops.com](https://devops.com) [EMERGING] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [github.com/topics/gitops 🌟](https://github.com/topics/gitops) [EMERGING] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
   - **(2026)** [GAIA-X: A Federated Data Infrastructure for Europe](https://www.bundeswirtschaftsministerium.de/Redaktion/EN/Dossier/gaia-x.html) [EMERGING] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2025)** [github.com/krateoplatformops/krateo](https://github.com/krateoplatformops/krateo) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2024)** [CloudCanvas - Diagramming for Cloud Infrastructure](https://cloudcanvas.co) [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2024)** [techcommunity.microsoft.com: Leveraging Azure Copilot for Azure Kubernetes Services (AKS)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2024)** [infoworld.com: Beyond SQL: 8 new languages for data querying](https://www.infoworld.com/article/2334689/beyond-sql-8-new-languages-for-data-querying.html) [EMERGING] [POLYGLOT CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2024)** [techcommunity.microsoft.com: Leveraging Azure Copilot for Azure Kubernetes Services (AKS)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/leveraging-azure-copilot-for-azure-kubernetes-services-aks/4212457) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2024)** [twitter.com/ChromeDevTools](https://x.com/ChromeDevTools) [EMERGING] β€” *Go to [Section](./ChromeDevTools.md)*
   - **(2023)** [dev.to: DevOps Trends for Developers in 2023 | Pavan Belagatti](https://dev.to/pavanbelagatti/devops-trends-for-developers-in-2023-345b) [EMERGING] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [youtube: AWS re:Invent 2023 - From hype to impact: Building a generative AI architecture (ARC217)](https://www.youtube.com/watch?v=1Lat8dP7Eq0) [EMERGING] β€” *Go to [Section](./ai.md)*
   - **(2023)** [valohai.com/blog/llmops/](https://valohai.com/blog/llmops) [EMERGING] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [community.aws/kubernetes](https://builder.aws.com/learn/topics/kubernetes) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2023)** [youtube: AWS re:Invent 2023 - From hype to impact: Building a generative AI architecture (ARC217)](https://www.youtube.com/watch?v=1Lat8dP7Eq0) [EMERGING] β€” *Go to [Section](./ai.md)*
   - **(2023)** [kubernetes.io: Kubernetes 1.27: In-place Resource Resize for Kubernetes Pods (alpha)](https://kubernetes.io/blog/2023/05/12/in-place-pod-resize-alpha) [EMERGING] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing API](https://martinheinz.dev/blog/85) [EMERGING] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2022)** [xataka.com: Los programadores ya alucinaban con CoPilot y ChatGPT, pero ahora DeepMind va mΓ‘s allΓ‘ con AplhaCode](https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode) [EMERGING] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2023)** [community.aws/kubernetes](https://builder.aws.com/learn/topics/kubernetes) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2022)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
   - **(2022)** [Another Autoscaler](https://github.com/dignajar/another-autoscaler) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [kbrew](https://github.com/kbrew-dev/kbrew) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2022)** [xataka.com: Los programadores ya alucinaban con CoPilot y ChatGPT, pero ahora DeepMind va mΓ‘s allΓ‘ con AplhaCode](https://www.xataka.com/robotica-e-ia/programadores-alucinaban-copilot-chatgpt-ahora-deepmind-va-alla-aplhacode) [EMERGING] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
   - **(2022)** [sysdig.com: Kubernetes 1.25 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-25-whats-new) [EMERGING] β€” *Go to [Section](./kubernetes-releases.md)*
+  - **(2022)** [martinheinz.dev: Backup-and-Restore of Containers with Kubernetes Checkpointing API](https://martinheinz.dev/blog/85) [EMERGING] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
   - **(2022)** [blog.bitsrc.io: Google Chrome Hidden Features Every Developer Should Know](https://blog.bitsrc.io/google-chrome-experimental-features-for-developers-a9a7cc9d1b30) [EMERGING] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2021)** [#FeatureFlags](https://x.com/hashtag/featureflag) [EMERGING] β€” *Go to [Section](./git.md)*
+  - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [github: Kubernetes Deployment Orchestrator](https://github.com/SAP-archive/kubernetes-deployment-orchestrator) 🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
   - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [Jabos](https://github.com/srfrnk/jabos) 🌟 [EMERGING] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [eezhee/eezhee](https://github.com/eezhee/eezhee) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [ContainerSolutions/ImageWolf: ImageWolf - Fast Distribution of Docker Images' on Clusters](https://github.com/ContainerSolutions/ImageWolf) [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies](https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies) [EMERGING] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [github.com/circa10a/terraform-provider-mailform](https://github.com/circa10a/terraform-provider-mailform) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [github: Kubernetes Deployment Orchestrator](https://github.com/SAP-archive/kubernetes-deployment-orchestrator) 🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes](https://www.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes) [EMERGING] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
+  - **(2021)** [#FeatureFlags](https://x.com/hashtag/featureflag) [EMERGING] β€” *Go to [Section](./git.md)*
   - **(2021)** [thenewstack.io: The Growth of State in Kubernetes](https://thenewstack.io/the-growth-of-state-in-kubernetes) [EMERGING] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2021)** [github.com/circa10a/terraform-provider-mailform](https://github.com/circa10a/terraform-provider-mailform) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2021)** [jvns.ca: New tool: an nginx playground](https://jvns.ca/blog/2021/09/24/new-tool--an-nginx-playground) [EMERGING] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [techcommunity.microsoft.com: Building a path to success for microservices and .NET Core - Project Tye + GitHub Actions](https://techcommunity.microsoft.com/blog/appsonazureblog/building-a-path-to-success-for-microservices-and-net-core---project-tye--github-/1502270) [EMERGING] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2020)** [5 open source projects that make Kubernetes even better: Prometheus, Operator framework, Knative, Tekton, Kubeflow 🌟](https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects-improve) [EMERGING] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [blog.crunchydata.com: Active-Active PostgreSQL Federation on Kubernetes](https://www.crunchydata.com/blog/active-active-postgres-federation-on-kubernetes) [EMERGING] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
+  - **(2021)** [thenewstack.io: Understanding GitOps: The Latest Tools and Philosophies](https://thenewstack.io/understanding-gitops-the-latest-tools-and-philosophies) [EMERGING] β€” *Go to [Section](./gitops.md)*
   - **(2020)** [todaywasawesome/atomic-cluster: The Atomic Cluster](https://github.com/todaywasawesome/atomic-cluster) [EMERGING] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2020)** [5 open source projects that make Kubernetes even better: Prometheus, Operator framework, Knative, Tekton, Kubeflow 🌟](https://enterprisersproject.com/article/2020/5/kubernetes-5-open-source-projects-improve) [EMERGING] β€” *Go to [Section](./kubernetes.md)*
+  - **(2020)** [techcommunity.microsoft.com: Building a path to success for microservices and .NET Core - Project Tye + GitHub Actions](https://techcommunity.microsoft.com/blog/appsonazureblog/building-a-path-to-success-for-microservices-and-net-core---project-tye--github-/1502270) [EMERGING] [LEGACY] β€” *Go to [Section](./azure.md)*
   - **(2019)** [Templating on OpenShift: should I use Helm templates or OpenShift templates? 🌟](https://www.theodo.com/en-fr/blog/openshift-what-templates-should-you-use-helm-or-openshift) [EMERGING] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
   - **(2018)** [Setec 🌟](https://github.com/anthonysterling/setec) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2018)** [github.com/rothgar/bashScheduler](https://github.com/rothgar/bashScheduler) [EMERGING] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
@@ -505,47 +505,51 @@ Resources indexed by their primary source language or document format.
 

 Click to view top 100 of 1082 resources under Guide
 
-  - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [==vaultproject.io==](https://developer.hashicorp.com/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==infoq.com: Service Mesh Ultimate Guide:==](https://www.infoq.com/articles/service-mesh-ultimate-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./servicemesh.md)*
   - **(2026)** [==cheatsheetseries.owasp.org: OWASP Cheat Sheet Series 🌟🌟==](https://cheatsheetseries.owasp.org/index.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2026)** [==vaultproject.io==](https://developer.hashicorp.com/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat & ss) 🌟==](https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./linux.md)*
+  - **(2026)** [==github: Safe ways to do things in bash==](https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2026)** [==youtube playlist: Tech World with Nana - Complete Kubernetes Tutorial for Beginners 🌟🌟🌟==](https://www.youtube.com/playlist?list=PLy7NrYWoggjziYQIDorlXjTvvwweTYoNC) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
   - **(2026)** [==100 Days Of Kubernetes: 100daysofkubernetes.io==](https://100daysofkubernetes.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
   - **(2026)** [==devopscube.com: How to Learn Kubernetes (Complete Roadmap) 🌟🌟🌟==](https://devopscube.com/learn-kubernetes-complete-roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
   - **(2026)** [==youtube playlist: Tech World with Nana - Docker and Kubernetes Tutorial for Beginners 🌟🌟==](https://www.youtube.com/playlist?list=PLy7NrYWoggjwPggqtFsI_zMAwvG0SqYCb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [==sysadminxpert.com: How to watch real time TCP and UDP ports on Linux (netstat & ss) 🌟==](https://sysadminxpert.com/how-to-watch-real-time-tcp-and-udp-ports-on-linux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==github: Safe ways to do things in bash==](https://github.com/anordal/shellharden/blob/master/how_to_do_things_safely_in_bash.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==infoq.com: Service Mesh Ultimate Guide:==](https://www.infoq.com/articles/service-mesh-ultimate-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
   - **(2025)** [==iximiuz.com: How Kubernetes Reinvented Virtual Machines (in a good sense) 🌟🌟==](https://labs.iximiuz.com/tutorials/kubernetes-vs-virtual-machines) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
   - **(2025)** [==iximiuz.com: Containers vs. Pods - Taking a Deeper Look==](https://labs.iximiuz.com/tutorials/containers-vs-pods) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==github.com/Azure/migration: The Migration Execution Guide.==](https://github.com/Azure/migration) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./azure.md)*
   - **(2024)** [==postman.com: What is an API?==](https://www.postman.com/what-is-an-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./api.md)*
+  - **(2024)** [==github.com/Azure/migration: The Migration Execution Guide.==](https://github.com/Azure/migration) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./azure.md)*
   - **(2023)** [==mikeroyal/Kubernetes-Guide: Kubernetes Guide 🌟==](https://github.com/mikeroyal/Kubernetes-Guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==serverlessland.com: EDA VISUALS 🌟🌟🌟==](https://serverlessland.com/event-driven-architecture/visuals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2023)** [==bytebytego.com: System Design - Scale From Zero To Millions Of Users 🌟==](https://bytebytego.com/courses/system-design-interview/scale-from-zero-to-millions-of-users) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./introduction.md)*
   - **(2023)** [==automationqahub.com: How to build a Playwright Page Object Model==](https://automationqahub.com/how-to-build-playwright-page-object-model) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [==lambdatest.com: How To Run Selenium Tests In Docker ? 🌟==](https://www.testmuai.com/blog/run-selenium-tests-in-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [==automationqahub.com: How to get started with Appium 2.0==](https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [==learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes==](https://learnkube.com/spring-boot-kubernetes-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
+  - **(2023)** [==serverlessland.com: EDA VISUALS 🌟🌟🌟==](https://serverlessland.com/event-driven-architecture/visuals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./serverless.md)*
+  - **(2023)** [==bytebytego.com: System Design - Scale From Zero To Millions Of Users 🌟==](https://bytebytego.com/courses/system-design-interview/scale-from-zero-to-millions-of-users) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./introduction.md)*
   - **(2023)** [==redhat.com: An Architect's guide to APIs: SOAP, REST, GraphQL, and gRPC 🌟==](https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
   - **(2023)** [==freecodecamp.org: REST API Design Best Practices Handbook – How to Build a REST API with JavaScript, Node.js, and Express.js==](https://www.freecodecamp.org/news/rest-api-design-best-practices-build-a-rest-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./api.md)*
   - **(2023)** [==freecodecamp.org: REST API Best Practices – REST Endpoint Design Examples 🌟==](https://www.freecodecamp.org/news/rest-api-best-practices-rest-endpoint-design-examples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2022)** [==github.blog: Safeguard your containers with new container signing capability in GitHub Actions (cosign)==](https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2023)** [==learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes==](https://learnkube.com/spring-boot-kubernetes-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
   - **(2022)** [==home.robusta.dev: The ultimate guide to Kubernetes Services, LoadBalancers, and Ingress 🌟🌟🌟==](https://home.robusta.dev/blog/kubernetes-service-vs-loadbalancer-vs-ingress) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
   - **(2022)** [==learnk8s.io: Tracing the path of network traffic in Kubernetes 🌟==](https://learnkube.com/kubernetes-network-packets) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [==blog.gitguardian.com: Rewriting your git history, removing files permanently - cheatsheet & guide==](https://blog.gitguardian.com/rewriting-git-history-cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2021)** [==freecodecamp.org: Git for Professionals – Free Version Control Course 🌟==](https://www.freecodecamp.org/news/git-for-professionals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./git.md)*
+  - **(2022)** [==github.blog: Safeguard your containers with new container signing capability in GitHub Actions (cosign)==](https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2021)** [==hobby-kube/guide 🌟==](https://github.com/hobby-kube/guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [==iximiuz.com: Working with Kubernetes API - Resources, Kinds, and Objects==](https://iximiuz.com/en/posts/kubernetes-api-structure-and-terminology) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [==iximiuz.com: How To Call Kubernetes API using Simple HTTP Client 🌟🌟🌟==](https://iximiuz.com/en/posts/kubernetes-api-call-simple-http-client) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [==blog.gitguardian.com: Rewriting your git history, removing files permanently - cheatsheet & guide==](https://blog.gitguardian.com/rewriting-git-history-cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./git.md)*
+  - **(2021)** [==freecodecamp.org: Git for Professionals – Free Version Control Course 🌟==](https://www.freecodecamp.org/news/git-for-professionals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./git.md)*
   - **(2020)** [==marklodato.github.io: A Visual Git Reference 🌟==](https://marklodato.github.io/visual-git-guide/index-en.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./git.md)*
   - **(2016)** [==youtube: Kubernetes for Sysadmins – Kelsey Hightower at PuppetConf 2016 🌟🌟🌟==](https://www.youtube.com/clip/UgkxWpu3QFPEDZBuMgy_Xq4mBR--uLA-3CSZ) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2026)** [**educative.io/courses/the-kubernetes-course: Learn Kubernetes: A Deep Dive 🌟🌟🌟**](https://www.educative.io/courses/learn-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2026)** [**Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash**](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [**A shared playbook for trustworthy third party evaluations**](https://openai.com/index/trustworthy-third-party-evaluations-foundations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**OpenAI Frontier Governance Framework**](https://openai.com/index/openai-frontier-governance-framework) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How business operations teams use Codex**](https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How sales teams use Codex**](https://openai.com/academy/codex-for-work/how-sales-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**How data science teams use Codex**](https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./mkdocs.md)*
   - **(2026)** [**redhat.com: Vim: Basic and intermediate commands**](https://www.redhat.com/en/blog/vim-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**systemcodegeeks.com**](https://www.systemcodegeeks.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**The Geek Stuff**](https://www.thegeekstuff.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**tecmint.com: How to Control Systemd Services on Remote Linux Server**](https://www.tecmint.com/control-systemd-services-on-remote-linux-server) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**tecmint.com: How to Run Commands from Standard Input Using Tee and Xargs in Linux**](https://www.tecmint.com/pipe-command-output-to-other-commands) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
@@ -557,30 +561,24 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [**redhat.com: 5 advanced rsync tips for Linux sysadmins**](https://www.redhat.com/en/blog/5-rsync-tips) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**redhat.com: Using ssh-keygen and sharing for key-based authentication in Linux**](https://www.redhat.com/en/blog/configure-ssh-keygen) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**linuxteck.com: 15 basic curl command in Linux with practical examples**](https://www.linuxteck.com/curl-command-in-linux-with-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**Watch 9 Google videos of Gemini Omni and Gemini 3.5 Flash**](https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-omni-3-5-videos) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [**A shared playbook for trustworthy third party evaluations**](https://openai.com/index/trustworthy-third-party-evaluations-foundations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2026)** [**OpenAI Frontier Governance Framework**](https://openai.com/index/openai-frontier-governance-framework) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2026)** [**How business operations teams use Codex**](https://openai.com/academy/codex-for-work/how-business-operations-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2026)** [**How sales teams use Codex**](https://openai.com/academy/codex-for-work/how-sales-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2026)** [**How data science teams use Codex**](https://openai.com/academy/codex-for-work/how-data-science-teams-use-codex) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**educative.io/courses/the-kubernetes-course: Learn Kubernetes: A Deep Dive 🌟🌟🌟**](https://www.educative.io/courses/learn-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./elearning.md)*
   - **(2025)** [**acloudguru.com: The Ultimate Terraform Cheatsheet**](https://www.pluralsight.com/resources/blog/cloud/the-ultimate-terraform-cheatsheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
   - **(2025)** [**devopscube.com: Kubernetes Tutorials For Beginners: Getting Started Guide**](https://devopscube.com/kubernetes-tutorials-beginners) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [**redhat.com: Bring Your Own Knowledge β€” Automation Intelligent Assistant (RAG)**](https://www.redhat.com/en/blog/bring-your-own-knowledge-automation-intelligent-assistant) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [**techcommunity.microsoft.com: How To Monitor Your Multi-Tenant Solution on Azure With Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [KQL CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2024)** [**Ansible k8s cheat sheet 🌟**](https://opensource.com/downloads/ansible-k8s-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
   - **(2024)** [**github.github.com/training-kit: Git cheat sheet**](https://training.github.com/downloads/github-git-cheat-sheet.pdf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2024)** [**education.github.com: Git cheat sheet 🌟**](https://education.github.com/git-cheat-sheet-education.pdf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2024)** [**redhat.com: Bring Your Own Knowledge β€” Automation Intelligent Assistant (RAG)**](https://www.redhat.com/en/blog/bring-your-own-knowledge-automation-intelligent-assistant) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./mlops.md)*
   - **(2024)** [**aws.amazon.com: Serverless or Kubernetes on AWS 🌟**](https://docs.aws.amazon.com/modern-apps-strategy-on-aws-how-to-choose) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
   - **(2024)** [**youtube playlist: DevNation Lessons: Kubernetes Fundamentals**](https://www.youtube.com/playlist?list=PLf3vm0UK6HKpOqIY2fcu_M0sCSpluyXMW) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [**Kubernetes Services and Load Balancing Explained**](https://learnkube.com/kubernetes-services-and-load-balancing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
+  - **(2024)** [**Kubernetes Services and Load Balancing Explained**](https://learnkube.com/kubernetes-services-and-load-balancing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
   - **(2024)** [**postman.com: API versioning**](https://www.postman.com/api-platform/api-versioning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**freecodecamp.org: MLOps Course – Learn to Build Machine Learning Production Grade Projects**](https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-production-grade-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [**dev.to: KeyCloak with Nginx Ingress**](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [**rogerdudler.github.io: git - the simple guide 🌟**](https://rogerdudler.github.io/git-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [**amazee.io: Master the Fundamentals of K8s: Kubernetes 101 video series with Jeff Geerling**](https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2024)** [**techcommunity.microsoft.com: How To Monitor Your Multi-Tenant Solution on Azure With Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [KQL CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2023)** [**piotrminkowski.com: Manage Kubernetes Operators with ArgoCD**](https://piotrminkowski.com/2023/05/05/manage-kubernetes-operators-with-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
   - **(2023)** [**dev.to/devsatasurion: Deploying Applications with GitHub Actions and ArgoCD to EKS: Best Practices and Techniques**](https://dev.to/devsatasurion/deploying-applications-with-github-actions-and-argocd-to-eks-best-practices-and-techniques-4epc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [**geeksforgeeks.org: Microservice Architecture – Introduction, Challeneges & Best Practices**](https://www.geeksforgeeks.org/blogs/microservice-architecture-introduction-challenges-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./introduction.md)*
+  - **(2023)** [**rogerdudler.github.io: git - the simple guide 🌟**](https://rogerdudler.github.io/git-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2023)** [**dev.to: KeyCloak with Nginx Ingress**](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2023)** [**freecodecamp.org: MLOps Course – Learn to Build Machine Learning Production Grade Projects**](https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-production-grade-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
   - **(2023)** [**lambdatest.com: How To Integrate Jenkins & Maven With Selenium?**](https://www.testmuai.com/blog/selenium-maven-jenkins-integration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [**lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions 🌟**](https://www.testmuai.com/blog/selenium-github-actions-example) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [**lambdatest.com: How To Integrate Cucumber With Jenkins?**](https://www.testmuai.com/blog/cucumber-with-jenkins-integration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
@@ -591,20 +589,22 @@ Resources indexed by their primary source language or document format.
   - **(2023)** [**automationqahub.com: How to Configure Playwright**](https://automationqahub.com/how-to-install-playwright-tool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [**automationqahub.com: How to Configure multiple environments in Playwright**](https://automationqahub.com/how-to-configure-multiple-environments-in-playwright) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2023)** [**experitest.com: Start Automating your mobile tests with Cucumber and Appium**](https://digital.ai/products/continuous-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud 🌟**](https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [**devopscube.com/kustomize-tutorial: Kustomize Tutorial: Comprehensive Guide For Beginners 🌟**](https://devopscube.com/kustomize-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kustomize.md)*
+  - **(2023)** [**amazee.io: Master the Fundamentals of K8s: Kubernetes 101 video series with Jeff Geerling**](https://www.amazee.io/blog/post/master-the-fundamentals-of-k8s) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2023)** [**geeksforgeeks.org: Microservice Architecture – Introduction, Challeneges & Best Practices**](https://www.geeksforgeeks.org/blogs/microservice-architecture-introduction-challenges-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./introduction.md)*
   - **(2023)** [**freecodecamp.org: Public APIs Developers Can Use in Their Projects**](https://www.freecodecamp.org/news/public-apis-for-developers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./api.md)*
   - **(2023)** [**vishnuch.tech: Interprocess Communication in Microservices 🌟**](https://blog.flatturtle.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./api.md)*
   - **(2023)** [**snipcart.com: API vs. Microservices: A Beginners Guide to Understand Them 🌟**](https://snipcart.com/blog/microservices-vs-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**intellipaat.com: Git Tutorial - Learn Git 🌟**](https://intellipaat.com/blog/tutorial/devops-tutorial/git-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [**gitkraken.com: Git Tutorials: Instructional Training Videos 🌟**](https://www.gitkraken.com/learn/git/tutorials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [**confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp Vault**](https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**developers.redhat.com: Protect secrets in Git with the clean/smudge filter**](https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**redhat-scholars.github.io: Welcome to OpenShift Serverless Logic Tutorial**](https://redhat-scholars.github.io/serverless-workflow/osl/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
+  - **(2023)** [**piotrminkowski.com: Microservices with Spring Boot 3 and Spring Cloud 🌟**](https://piotrminkowski.com/2023/03/13/microservices-with-spring-boot-3-and-spring-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
+  - **(2023)** [**devopscube.com/kustomize-tutorial: Kustomize Tutorial: Comprehensive Guide For Beginners 🌟**](https://devopscube.com/kustomize-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kustomize.md)*
   - **(2022)** [**blog.kubesimplify.com: DIY: How To Build A Kubernetes Policy Engine**](https://blog.kubesimplify.com/diy-how-to-build-a-kubernetes-policy-engine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**cloud.google.com: kubernetes comic**](https://cloud.google.com/kubernetes-engine/kubernetes-comic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [**realpython.com: Machine Learning With Python 🌟🌟🌟**](https://realpython.com/learning-paths/machine-learning-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [**openshift.com: OpenShift Authentication Integration with ArgoCD**](https://www.redhat.com/en/blog/openshift-authentication-integration-with-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ocp3.md)*
+  - **(2022)** [**JMeter Distributed Testing Step-by-step**](https://venkatmatta.com/wp-content/uploads/2016/03/jmeter_distributed_testing_step_by_step.pdf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
+  - **(2022)** [**piotrminkowski.com: Manage Kubernetes Cluster with Terraform and Argo CD. Create Kakfa Cluster using GitOps 🌟**](https://piotrminkowski.com/2022/06/28/manage-kubernetes-cluster-with-terraform-and-argo-cd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**infracloud.io: How to Setup Blue Green Deployments with DNS Routing 🌟**](https://www.infracloud.io/blogs/blue-green-deployments-dns-routing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**piotrminkowski.com: Manage Multiple Kubernetes Clusters with ArgoCD 🌟**](https://piotrminkowski.com/2022/12/09/manage-multiple-kubernetes-clusters-with-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**openshift.com: Getting Started with ApplicationSets**](https://www.redhat.com/en/blog/getting-started-with-applicationsets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**infracloud.io: Progressive Delivery with Argo Rollouts : Blue-Green Deployment**](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-blue-green-deployment) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**infracloud.io: Progressive Delivery with Argo Rollouts: Canary Deployment**](https://www.infracloud.io/blogs/progressive-delivery-argo-rollouts-canary-deployment) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**codefresh.io: Progressive delivery for Kubernetes Config Maps using Argo Rollouts**](https://octopus.com/blog/progressive-delivery-for-kubernetes-config-maps-using-argo-rollouts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
 
 *... and 982 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

@@ -618,13 +618,13 @@ Resources indexed by their primary source language or document format.
 

 Click to view top 100 of 117 resources under Case Study
 
-  - **(2023)** [==engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep Dive==](https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
+  - **(2023)** [==engineering.monday.com: monday.com’s Multi-Regional Architecture: A Deep Dive==](https://engineering.monday.com/monday-coms-multi-regional-architecture-a-deep-dive) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
   - **(2023)** [==quarkus.io: VCStream: a new messaging platform for DECATHLON’s Value Chain, built on Quarkus==](https://quarkus.io/blog/decathlon-user-story) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./customer.md)*
   - **(2022)** [==aws.amazon.com: AstraZeneca’s Drug Design Program Built using AWS wins Innovation Award==](https://aws.amazon.com/blogs/industries/astrazenecas-drug-design-program-built-using-aws-wins-innovation-award) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./customer.md)*
   - **(2022)** [==falco.org/about/case-studies/incepto-medical: Protect shared clusters for medical imaging==](https://falco.org/about/case-studies/incepto-medical) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./customer.md)*
   - **(2022)** [==nordicapis.com: Using gRPC to Connect a Microservices Ecosystem==](https://nordicapis.com/using-grpc-to-connect-a-microservices-ecosystem) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
   - **(2021)** [==infoq.com: The Great Lambda Migration to Kubernetes Jobsβ€”a Journey in Three Parts 🌟==](https://www.infoq.com/articles/lambda-migration-k8s-jobs) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [==monzo.com: Controlling outbound traffic from Kubernetes==](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-networking.md)*
+  - **(2019)** [==monzo.com: Controlling outbound traffic from Kubernetes==](https://monzo.com/blog/controlling-outbound-traffic-from-kubernetes) 🌟🌟🌟🌟🌟 [CASE STUDY] [DE FACTO STANDARD] β€” *Go to [Section](./istio.md)*
   - **(2026)** [**Building the Infrastructure for the Intelligence Age in Michigan**](https://openai.com/index/stargate-michigan-data-center) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
   - **(2026)** [**Building self-improving tax agents with Codex**](https://openai.com/index/building-self-improving-tax-agents-with-codex) 🌟🌟🌟🌟 [CASE STUDY] [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
   - **(2026)** [**How Braintrust turns customer requests into code with Codex**](https://openai.com/index/braintrust) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai-agents-mcp.md)*
@@ -638,8 +638,8 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [**Students prototype learning tools with AI at University of Waterloo**](https://blog.google/innovation-and-ai/technology/ai/university-waterloo-labs) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./elearning.md)*
   - **(2024)** [**aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS**](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ai.md)*
   - **(2023)** [**redhat.com: The Volkswagen Group builds automated testing environment**](https://www.redhat.com/en/success-stories/the-volkswagen-group) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.md)*
-  - **(2022)** [**thenewstack.io: How Daily.Dev Built a Low-Budget Serverless Scraping Pipeline for Online Articles**](https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
   - **(2022)** [**api7.ai: How Does APISIX Ingress Support Thousands of Pod Replicas?**](https://api7.ai/blog/apisix-ingress-support-thousands-pod-replicas) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
+  - **(2022)** [**thenewstack.io: How Daily.Dev Built a Low-Budget Serverless Scraping Pipeline for Online Articles**](https://thenewstack.io/how-daily-dev-built-a-low-budget-serverless-scraping-pipeline-for-online-articles) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
   - **(2021)** [**cloud.redhat.com: Global Load Balancer Approaches 🌟**](https://www.redhat.com/en/blog/global-load-balancer-approaches) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
   - **(2020)** [**dashbird.io: Serverless Case Study – Coca-Cola**](https://dashbird.io/blog/serverless-case-study-coca-cola) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
   - **(2019)** [**Whitepaper: Migrating Your Databases to AWS**](https://aws.amazon.com/dms/?audit=2019q1) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./aws.md)*
@@ -659,65 +659,65 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [jamaica-gleaner.com: Amazon outage’s future implications](https://past.jamaica-gleaner.com/article/business/20211224/amazon-outages-future-implications) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2026)** [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caΓ­do ya tres veces en el mismo mes y le llueven las crΓ­ticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2025)** [postman.com: Postman State of the API Report 🌟](https://www.postman.com/state-of-api/2025) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2024)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2024)** [dev.to: Optimizing SQL Queries by 23x!!!](https://dev.to/navneet7716/optimizing-sql-queries-h9j) [CASE STUDY] [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2024)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2024)** [Kubernetes Security 101: Risks and 29 Best Practices 🌟](https://www.redhat.com/en/topics/containers/kubernetes-security) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes providers](https://symbiosis.host) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde preparar reuniones hasta quitarme el pegamento de los dedos](https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162) 🌟 [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
   - **(2023)** [grafana.com: How we use metamonitoring Prometheus servers to monitor all other Prometheus servers at Grafana Labs](https://grafana.com/blog/how-we-use-metamonitoring-prometheus-servers-to-monitor-all-other-prometheus-servers-at-grafana-labs) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
+  - **(2023)** [businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde preparar reuniones hasta quitarme el pegamento de los dedos](https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162) 🌟 [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
   - **(2023)** [primevideotech.com: Scaling up the Prime Video audio/video monitoring service and reducing costs by 90%](https://www.aboutamazon.com/what-we-do/entertainment) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
   - **(2023)** [aws.amazon.com: Best practices for implementing event-driven architectures in your organization](https://aws.amazon.com/blogs/architecture/best-practices-for-implementing-event-driven-architectures-in-your-organization) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
+  - **(2023)** [symbiosis.host: Benchmarking cluster creation time for 8 managed Kubernetes providers](https://symbiosis.host) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
   - **(2023)** [Security Overview of AWS Lambda](https://d1.awsstatic.com/whitepapers/Overview-AWS-Lambda-Security.pdf) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [grafana: How we use the Grafana GitHub plugin to track outstanding pull requests](https://grafana.com/blog/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless' Dev/Prod Integration](https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [fairwinds.medium.com: Kubernetes Maturity Model](https://www.fairwinds.com/kubernetes-maturity-model) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
   - **(2022)** [thorsten-hans.com: Hot-Reload .NET Configuration in Kubernetes with ConfigMaps](https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-configmaps) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [kube.careers: Kubernetes jobs market trends for 2022 Q4](https://kube.careers) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
   - **(2022)** [github.com/metaleapca: metaleap-devops-in-k8s.pdf](https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-in-k8s.pdf) 🌟 [CASE STUDY] [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2022)** [Red Hat's approach to Edge Computing 🌟](https://www.redhat.com/en/solutions/edge-computing-approach) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
+  - **(2022)** [thenewstack.io: Garden: The Configure-Once Kubernetes Platform for Seamless' Dev/Prod Integration](https://thenewstack.io/garden-the-configure-once-kubernetes-platform-for-seamless-dev-prod-integration) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2022)** [grafana: How we use the Grafana GitHub plugin to track outstanding pull requests](https://grafana.com/blog/how-we-use-the-grafana-github-plugin-to-track-outstanding-pull-requests) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
+  - **(2022)** [hub.qovery.com: Terraform is Not the Golden Hammer](https://www.qovery.com/docs/getting-started/introduction) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
+  - **(2022)** [engineering.grab.com: Zero trust with Kafka](https://engineering.grab.com/zero-trust-with-kafka) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
+  - **(2022)** [blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database 🌟](https://www.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
+  - **(2022)** [thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic](https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
+  - **(2022)** [genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes de programaciΓ³n: JavaScript, AWS, GitHub y Windows, los mΓ‘s usados](https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2022)** [blog.twstewart.me: cdk8s-python - A Love and Hate Experience](https://blog.twstewart.me/posts/cdk8s-python) [CASE STUDY] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
+  - **(2022)** [kube.careers: Kubernetes jobs market trends for 2022 Q4](https://kube.careers) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
   - **(2022)** [engineering.salesforce.com: Optimizing EKS networking for scale](https://engineering.salesforce.com/optimizing-eks-networking-for-scale-1325706c8f6d) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2022)** [thenewstack.io: How We Built Preview Environments on Kubernetes and AWS](https://thenewstack.io/how-we-built-preview-environments-on-kubernetes-and-aws) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2022)** [Scaling Amazon EKS and Cassandra Beyond 1,000 Nodes](https://aws.amazon.com/blogs/containers/scaling-amazon-eks-and-cassandra-beyond-1000-nodes) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [hub.qovery.com: Terraform is Not the Golden Hammer](https://www.qovery.com/docs/getting-started/introduction) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Red Hat's approach to Edge Computing 🌟](https://www.redhat.com/en/solutions/edge-computing-approach) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2022)** [Migrating a monolithic .NET REST API to AWS Lambda](https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./aws-serverless.md)*
   - **(2022)** [cloud.redhat.com: A Guide to Secrets Management with GitOps and Kubernetes 🌟](https://www.redhat.com/en/blog/a-guide-to-secrets-management-with-gitops-and-kubernetes) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [genbeta.com: 32.000 desarrolladores responden sobre plataformas y lenguajes de programaciΓ³n: JavaScript, AWS, GitHub y Windows, los mΓ‘s usados](https://www.genbeta.com/desarrollo/32-000-desarrolladores-responden-plataformas-lenguajes-programacion-javascript-aws-github-windows-usados) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [blog.crunchydata.com: Using Kubernetes? Chances Are You Need a Database 🌟](https://www.crunchydata.com/blog/using-kubernetes-chances-are-you-need-a-database) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: A Case for Databases on Kubernetes from a Former Skeptic](https://thenewstack.io/a-case-for-databases-on-kubernetes-from-a-former-skeptic) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [engineering.grab.com: Zero trust with Kafka](https://engineering.grab.com/zero-trust-with-kafka) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [blog.twstewart.me: cdk8s-python - A Love and Hate Experience](https://blog.twstewart.me/posts/cdk8s-python) [CASE STUDY] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2021)** [How BT uses Amazon CloudWatch to monitor millions of devices](https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
+  - **(2022)** [Migrating a monolithic .NET REST API to AWS Lambda](https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./aws-serverless.md)*
+  - **(2021)** [blog.postman.com: Meet Matrix: Postman’s Internal Tool for Working with' Microservices](https://blog.postman.com/matrix-postman-internal-tool-microservices) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
+  - **(2021)** [thomasthornton.cloud: A DevOps journey using Azure DevOps](https://thomasthornton.cloud/a-devops-journey-using-azure-devops) [CASE STUDY] [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2021)** [devops.com: Survey Shows Mounting DevOps Frustration and Costs](https://devops.com/survey-shows-mounting-devops-frustration-and-costs) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
+  - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [snyk.io: Shipping Kubernetes-native applications with confidence](https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [cockroachlabs.com: How to use Cluster Mesh for Multi-Region Kubernetes Pod Communication](https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
   - **(2021)** [cloudbees.com: Goodbye Sleepless Nights: De-Risking Deployments with Feature Flags](https://www.cloudbees.com/customers/petdesk) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
   - **(2021)** [github.blog: How we ship code faster and safer with feature flags](https://github.blog/engineering/ship-code-faster-safer-feature-flags) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
   - **(2021)** [github.blog: Improving how we deploy GitHub](https://github.blog/enterprise-software/devops/improving-how-we-deploy-github) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
   - **(2021)** [github.blog: Deployment reliability at GitHub](https://github.blog/developer-skills/github/deployment-reliability-at-github) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: The Remote Work Report 2021](https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [joshbersin.com: From The Great Resignation To The Great Migration](https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?](https://codingpotions.com/salarios-programadores-2021) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
+  - **(2021)** [dok.community: Data on Kubernetes 2021 Report](https://dok.community/dokc-2021-report) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
+  - **(2021)** [infoq.com: How to Work Asynchronously as a Remote-First SRE](https://www.infoq.com/news/2021/12/remote-first-sre) [CASE STUDY] [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2021)** [empathy.co: HAT: CI/CD for Deploying Cloud Native Applications](https://empathy.co/blog/hat-ci-cd-for-deploying-cloud-native-applications) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2021)** [research.nccgroup.com: 10 real-world stories of how we’ve compromised CI/CD pipelines](https://www.nccgroup.com/research) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [snyk.io: Shipping Kubernetes-native applications with confidence](https://snyk.io/blog/shipping-kubernetes-native-applications-with-confidence) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.openshift.com/tag/multi-datacenter](https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521) [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp3.md)*
-  - **(2021)** [Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture](https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [optisolbusiness.com: Implementing Microservices Architecture in AKS](https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thomasthornton.cloud: A DevOps journey using Azure DevOps](https://thomasthornton.cloud/a-devops-journey-using-azure-devops) [CASE STUDY] [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2021)** [Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation](https://www.gruntwork.io/blog/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
   - **(2021)** [Bridgecrew: Misconfigured Terraform Modules Are a Security Issue](https://thenewstack.io/bridgecrew-all-these-misconfigured-terraform-modules-are-a-security-issue) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
   - **(2021)** [shipa.io: Terraform meets AppOps 🌟](https://shipa.io/terraform-meets-appops-2) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [developers.soundcloud.com: Service Architecture at SoundCloud β€” Part 1: Backends for Frontends](https://developers.soundcloud.com/blog/service-architecture-1) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [cockroachlabs.com: How to use Cluster Mesh for Multi-Region Kubernetes Pod Communication](https://www.cockroachlabs.com/blog/cockroachdb-kubernetes-cilium) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [blog.postman.com: Meet Matrix: Postman’s Internal Tool for Working with' Microservices](https://blog.postman.com/matrix-postman-internal-tool-microservices) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - **(2021)** [infoq.com: How to Work Asynchronously as a Remote-First SRE](https://www.infoq.com/news/2021/12/remote-first-sre) [CASE STUDY] [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [dok.community: Data on Kubernetes 2021 Report](https://dok.community/dokc-2021-report) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [openshift.com: OpenShift, Databases and You: When to Put Containerized Database Workloads on OpenShift 🌟](https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift) [CASE STUDY] [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2021)** [How BT uses Amazon CloudWatch to monitor millions of devices](https://aws.amazon.com/blogs/mt/how-bt-uses-amazon-cloudwatch-to-monitor-millions-of-devices) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
   - **(2021)** [confluent.io: Event-Driven Microservices Architecture (white paper) 🌟](https://www.confluent.io/resources/white-paper/event-driven-microservices) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
   - **(2021)** [shopify.engineering: Capturing Every Change From Shopify’s Sharded Monolith](https://shopify.engineering/capturing-every-change-shopify-sharded-monolith) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
   - **(2021)** [tech.ebayinc.com: Resiliency and Disaster Recovery with Kafka](https://innovation.ebayinc.com/stories/resiliency-and-disaster-recovery-with-kafka) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
   - **(2021)** [analyticsindiamag.com: How Uber is Leveraging Apache Kafka For More Than 300 Micro Services](https://analyticsindiamag.com/how-uber-is-leveraging-apache-kafka-for-more-than-300-micro-services) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
   - **(2021)** [slack.engineering: Building Self-driving Kafka clusters using open source components](https://slack.engineering/building-self-driving-kafka-clusters-using-open-source-components) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [github.blog: How we launched docs.github.com](https://github.blog/engineering/how-we-launched-docs-github-com) [CASE STUDY] [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2021)** [openshift.com: OpenShift, Databases and You: When to Put Containerized Database Workloads on OpenShift 🌟](https://www.redhat.com/en/blog/openshift-databases-and-you-when-to-put-containerized-database-workloads-on-openshift) [CASE STUDY] [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2021)** [about.gitlab.com: The Remote Work Report 2021](https://handbook.gitlab.com/handbook/company/culture/all-remote/remote-work-report) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
+  - **(2021)** [joshbersin.com: From The Great Resignation To The Great Migration](https://joshbersin.com/2021/12/from-the-great-resignation-to-the-great-migration) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
+  - **(2021)** [codingpotions.com: ΒΏCuΓ‘nto cobra un programador en EspaΓ±a en 2021?](https://codingpotions.com/salarios-programadores-2021) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
+  - **(2021)** [developers.soundcloud.com: Service Architecture at SoundCloud β€” Part 1: Backends for Frontends](https://developers.soundcloud.com/blog/service-architecture-1) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
+  - **(2021)** [Onfido’s Journey to a Multi-Cluster Amazon EKS Architecture](https://aws.amazon.com/blogs/containers/onfidos-journey-to-a-multi-cluster-amazon-eks-architecture) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2021)** [optisolbusiness.com: Implementing Microservices Architecture in AKS](https://www.optisolbusiness.com/insight/implementing-microservices-architecture-in-aks) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2021)** [blog.openshift.com/tag/multi-datacenter](https://www.redhat.com/en/blog?f[0]=taxonomy_blog_post_category_tid:107161&f[1]=taxonomy_topic_tid:75521) [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp3.md)*
+  - **(2020)** [Cloud-Native Development Survey Details Kubernetes, Serverless Data](https://virtualizationreview.com/articles/2020/05/08/cloud-native-dev-survey.aspx) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
 
 *... and 17 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

@@ -732,31 +732,31 @@ Resources indexed by their primary source language or document format.
 Click to view top 100 of 7512 resources under Community-Tool
 
   - **(2026)** [github.com/openshift/hive](https://github.com/openshift/hive) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [twitch.tv/redhatopenshift](https://www.twitch.tv/redhatopenshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [github.com/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2026)** [SquadcastHub/awesome-sre-tools](https://github.com/SquadcastHub/awesome-sre-tools) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [hahwul/DevSecOps](https://github.com/hahwul/DevSecOps) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [Awesome Cloud Native](https://awesome.jimmysong.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [Awesome-GitOps](https://github.com/weaveworks/awesome-gitops) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [akuity/awesome-argo 🌟](https://github.com/akuity/awesome-argo) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [Awesome Agile](https://github.com/lorabv/awesome-agile) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter](https://github.com/sl1pm4t/k2tf) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/Berops/claudie](https://github.com/Berops/claudie) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [syntasso/kratix](https://github.com/syntasso/kratix) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/komodorio/validkube](https://github.com/komodorio/validkube) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [werf/kubedog](https://github.com/werf/kubedog) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [github.com/k8spacket/k8spacket](https://github.com/k8spacket/k8spacket) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [github.com/box/kube-iptables-tailer](https://github.com/box/kube-iptables-tailer) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [syntasso/kratix](https://github.com/syntasso/kratix) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [github.com/komodorio/validkube](https://github.com/komodorio/validkube) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [github.com/sl1pm4t/k2tf: Kubernetes YAML to Terraform HCL converter](https://github.com/sl1pm4t/k2tf) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [github.com/Berops/claudie](https://github.com/Berops/claudie) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [kube-fledged](https://github.com/senthilrch/kube-fledged) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [werf/kubedog](https://github.com/werf/kubedog) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [vladimirvivien/ktop](https://github.com/vladimirvivien/ktop) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [kubeinvaders](https://github.com/lucky-sideburn/kubeinvaders) 🌟🌟🌟 [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [Kubeswitch (for operators) 🌟](https://github.com/danielfoehrKn/kubeswitch) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [mlrun](https://github.com/mlrun/mlrun) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
+  - **(2026)** [Dash Cheat Sheets](https://kapeli.com/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [cncf/tag-security: CNCF Security Technical Advisory Group 🌟](https://github.com/cncf/tag-security) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [github.com/openappsec/openappsec](https://github.com/openappsec/openappsec) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Dash Cheat Sheets](https://kapeli.com/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [Checkmarx/kics](https://github.com/Checkmarx/kics) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./iac.md)*
   - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2026)** [github.com/rancherfederal/rke2-aws-tf](https://github.com/ranchergovernment/rke2-aws-tf) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2026)** [opensource.com: Don't love diff? Use Meld instead](https://opensource.com/article/20/3/meld) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
   - **(2026)** [LinuxLinks.com](https://www.linuxlinks.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
   - **(2026)** [muylinux.com](https://www.muylinux.com) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
@@ -785,8 +785,7 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [dev.to: Top 5 Best Git Extensions For VS Code (You must have)](https://dev.to/thenomadevel/top-5-best-git-extensions-for-vs-code-you-must-have-40b6) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
   - **(2026)** [marketplace.visualstudio.com: CodeSnap](https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2026)** [Discord Presence Theme](https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [github.com/rancherfederal/rke2-aws-tf](https://github.com/ranchergovernment/rke2-aws-tf) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2026)** [twitch.tv/redhatopenshift](https://www.twitch.tv/redhatopenshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [pepy.tech/project/strimzi-kafka-cli 🌟](https://pepy.tech/projects/strimzi-kafka-cli) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
   - **(2026)** [BMW InnovationLab](https://github.com/BMW-InnovationLab) 🌟🌟🌟 [COMMUNITY-TOOL] [VARIOUS CONTENT] β€” *Go to [Section](./customer.md)*
   - **(2026)** [auto-api.dev](https://auto-api.dev) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
   - **(2026)** [high-mobility.com](https://www.high-mobility.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
@@ -799,38 +798,39 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [santalucia.es](https://api-market.santalucia.es) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
   - **(2026)** [Telefonica Thinking Cities](https://thinking-cities.readthedocs.io/en/latest) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
   - **(2026)** [Backstage @Youtube](https://www.youtube.com/channel/UCHBvqSwbfAf5Vx1jrwkG43Q) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [pepy.tech/project/strimzi-kafka-cli 🌟](https://pepy.tech/projects/strimzi-kafka-cli) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
+  - **(2026)** [Checkmarx/kics](https://github.com/Checkmarx/kics) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./iac.md)*
   - **(2026)** [howtodoinjava.com/maven](https://howtodoinjava.com/maven) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
   - **(2026)** [Lynda.com Linkedin Learning](https://www.linkedin.com/learning/?trk=lynda_redirect_learning) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
   - **(2026)** [codecademy.com](https://www.codecademy.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
   - **(2026)** [typing.io: Typing Practice for Programmers](https://typing.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [Awesome CI/CD 🌟](https://github.com/cicdops/awesome-ciandcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2025)** [Free Kubernetes 🌟🌟](https://github.com/learnk8s/free-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2025)** [github.com/KusionStack/kusion](https://github.com/KusionStack/kusion) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [Jenkins-X UpdateBOT](https://github.com/jenkins-x/updatebot) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2025)** [Jenkins Plugin: Bitbucket Push and Pull Request](https://plugins.jenkins.io/bitbucket-push-and-pull-request) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2025)** [ansible-role-jenkins](https://github.com/geerlingguy/ansible-role-jenkins) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2025)** [Jenkinsfile Runner](https://github.com/jenkinsci/jenkinsfile-runner) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2025)** [Awesome CI/CD 🌟](https://github.com/cicdops/awesome-ciandcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2025)** [github: Nova 🌟](https://github.com/fairwindsops/nova) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2025)** [Codecentric Jenkins 🌟](https://github.com/codecentric/helm-charts) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2025)** [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
   - **(2025)** [github.com/alcideio/rbac-tool](https://github.com/alcideio/rbac-tool) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [deepfence/PacketStreamer](https://github.com/deepfence/PacketStreamer) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [Kube-capacity](https://github.com/robscott/kube-capacity/releases) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [kvaps/kubectl-node-shell](https://github.com/kvaps/kubectl-node-shell) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [vesion-checker](https://github.com/jetstack/version-checker) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [github.com/squat/kilo](https://github.com/squat/kilo) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [Speculator: Redis Operator](https://github.com/OT-CONTAINER-KIT/redis-operator) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
   - **(2025)** [intellipaat.com: Ansible Basic Cheat Sheet](https://intellipaat.com/blog/tutorial/devops-tutorial/ansible-basic-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
   - **(2025)** [github.com/devoriales/kubectl-cheatsheet](https://github.com/devoriales/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2025)** [Jenkins-X UpdateBOT](https://github.com/jenkins-x/updatebot) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2025)** [Jenkins Plugin: Bitbucket Push and Pull Request](https://plugins.jenkins.io/bitbucket-push-and-pull-request) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2025)** [hashicorp/terraform-k8s: Terraform Cloud Operator for Kubernetes](https://github.com/hashicorp/terraform-k8s) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2025)** [Rancher CNI Providers 🌟](https://www.rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
   - **(2025)** [tecmint.com 🌟](https://www.tecmint.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
   - **(2025)** [unixmen.com 🌟](https://www.unixmen.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2025)** [iximiuz/cdebug](https://github.com/iximiuz/cdebug) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [ansible-role-jenkins](https://github.com/geerlingguy/ansible-role-jenkins) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Jenkinsfile Runner](https://github.com/jenkinsci/jenkinsfile-runner) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Free Kubernetes 🌟🌟](https://github.com/learnk8s/free-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [hashicorp/terraform-k8s: Terraform Cloud Operator for Kubernetes](https://github.com/hashicorp/terraform-k8s) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [github: Nova 🌟](https://github.com/fairwindsops/nova) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [Codecentric Jenkins 🌟](https://github.com/codecentric/helm-charts) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [Rancher CNI Providers 🌟](https://www.rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./java_app_servers.md)*
+  - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./databases.md)*
   - **(2025)** [SQL Police Department](https://sqlpd.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2024)** [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2025)** [iximiuz/cdebug](https://github.com/iximiuz/cdebug) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
+  - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./java_app_servers.md)*
+  - **(2024)** [Kubernetes Examples](https://github.com/ContainerSolutions/kubernetes-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
 
 *... and 7412 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 
@@ -842,110 +842,110 @@ Resources indexed by their primary source language or document format.
 ## Legacy {#legacy}
 
 

-Click to view top 100 of 554 resources under Legacy
+Click to view top 100 of 553 resources under Legacy
 
+  - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./container-managers.md)*
   - **(2026)** [==Awesome Java 🌟==](https://github.com/akullpp/awesome-java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [==Azure/azure-workload-identity==](https://github.com/Azure/azure-workload-identity) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟==](https://github.com/FairwindsOps/pluto) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==testkube.io 🌟==](https://testkube.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [==buildkit==](https://docs.docker.com/build) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==Flag export deprecated in kubernetes 1.14==](https://github.com/kubernetes/kubernetes/pull/73787) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [==Weave Kubernetes System Control - wksctl==](https://github.com/weaveworks/wksctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [==github.com/awslabs: Kubernetes Migration Factory User Guide 🌟==](https://github.com/awslabs/aws-kubernetes-migration-factory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==github.com/rebataur/djkube==](https://github.com/rebataur/fskube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2026)** [==SMB CSI Driver for Kubernetes==](https://github.com/kubernetes-csi/csi-driver-smb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
   - **(2026)** [==github.com/yandex-cloud: CSI for S3==](https://github.com/yandex-cloud/k8s-csi-s3) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==Weave Kubernetes System Control - wksctl==](https://github.com/weaveworks/wksctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2026)** [==buildkit==](https://docs.docker.com/build) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2026)** [==github.com/awslabs: Kubernetes Migration Factory User Guide 🌟==](https://github.com/awslabs/aws-kubernetes-migration-factory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2026)** [==github.com/rebataur/djkube==](https://github.com/rebataur/fskube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2025)** [==tfenv==](https://github.com/tfutils/tfenv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [==github.com/VikParuchuri/surya==](https://github.com/datalab-to/surya) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [==github.com/Azure/Enterprise-Scale: ALZ AMA Update==](https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==AWS WAF sample rules==](https://github.com/amazon-archives/aws-waf-sample) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [==github: Weave Net - Weaving Containers into Applications==](https://github.com/weaveworks/weave) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
   - **(2024)** [==github.com/terraform-linters/tflint==](https://github.com/terraform-linters/tflint/releases/tag/v0.51.0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2024)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2024)** [==github.com/VikParuchuri/surya==](https://github.com/datalab-to/surya) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
   - **(2024)** [==grafana/agent: Grafana Agent==](https://github.com/grafana/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
+  - **(2024)** [==AWS WAF sample rules==](https://github.com/amazon-archives/aws-waf-sample) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)*
+  - **(2024)** [==github.com/Azure/Enterprise-Scale: ALZ AMA Update==](https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” *Go to [Section](./azure.md)*
+  - **(2024)** [==github: Weave Net - Weaving Containers into Applications==](https://github.com/weaveworks/weave) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
   - **(2024)** [==uber/kraken==](https://github.com/uber/kraken) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2023)** [==vmware-tanzu/octant==](https://github.com/vmware-archive/octant) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2023)** [==space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.==](https://github.com/spacecloud-io/space-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Saffire==](https://github.com/FairwindsOps/saffire) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==KubeCarrier - Service Management at Scale==](https://github.com/kubermatic/kubecarrier) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
   - **(2023)** [==Hierarchical namespaces==](https://github.com/kubernetes-retired/multi-tenancy/tree/master/incubator/hnc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2023)** [==KubeCarrier - Service Management at Scale==](https://github.com/kubermatic/kubecarrier) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2023)** [==github - fabric8, maven plugin==](https://github.com/fabric8io/fabric8-maven-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
+  - **(2023)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2023)** [==space-cloud: Develop, Deploy and Secure Serverless Apps on Kubernetes.==](https://github.com/spacecloud-io/space-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2023)** [==vmware-tanzu/octant==](https://github.com/vmware-archive/octant) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
+  - **(2023)** [==Saffire==](https://github.com/FairwindsOps/saffire) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2023)** [==terraform.io: Creation-Time Provisioners 🌟==](https://developer.hashicorp.com/terraform/language/provisioners) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2023)** [==redhat.com: An Architect's guide to APIs: SOAP, REST, GraphQL, and gRPC 🌟==](https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
   - **(2023)** [==openshift-applier==](https://github.com/redhat-cop/openshift-applier) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [ANSIBLE CONTENT] β€” *Go to [Section](./gitops.md)*
   - **(2023)** [==weaveworks/cluster-api-provider-existinginfra==](https://github.com/weaveworks/cluster-api-provider-existinginfra) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2023)** [==terraform.io: Creation-Time Provisioners 🌟==](https://developer.hashicorp.com/terraform/language/provisioners) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2023)** [==github.com/ondat/trousseau==](https://github.com/ondat/trousseau) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [==github - fabric8, maven plugin==](https://github.com/fabric8io/fabric8-maven-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2023)** [==redhat.com: An Architect's guide to APIs: SOAP, REST, GraphQL, and gRPC 🌟==](https://www.redhat.com/en/blog/apis-soap-rest-graphql-grpc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
-  - **(2022)** [==openpitrix 🌟==](https://github.com/openpitrix/openpitrix) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
   - **(2022)** [==github - using jenkins pipelines with OKD==](https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2022)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2022)** [==openpitrix 🌟==](https://github.com/openpitrix/openpitrix) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==sheaf==](https://github.com/bryanl/sheaf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==DAST operator==](https://github.com/banzaicloud/dast-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==k8s Spot Rescheduler==](https://github.com/pusher/k8s-spot-rescheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==Kip, the Kubernetes Cloud Instance Provider==](https://github.com/elotl/kip) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig' pod injection==](https://github.com/karampok/dnsconfig-injector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)==](https://github.com/vmware-archive/buildkit-cli-for-kubectl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2021)** [==github: Flux==](https://github.com/fluxcd/flux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./flux.md)*
+  - **(2021)** [==Jenkins pipeline shared library for the project Elastic APM 🌟==](https://github.com/elastic/apm-pipeline-library) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2021)** [==github.blog: Token authentication requirements for Git operations==](https://github.blog/security/application-security/token-authentication-requirements-for-git-operations) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” *Go to [Section](./git.md)*
   - **(2021)** [==blog.gitguardian.com: Rewriting your git history, removing files permanently - cheatsheet & guide==](https://blog.gitguardian.com/rewriting-git-history-cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [LEGACY] β€” *Go to [Section](./git.md)*
   - **(2021)** [==github/hub 🌟==](https://github.com/mislav/hub) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [==k8s Spot Rescheduler==](https://github.com/pusher/k8s-spot-rescheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Kip, the Kubernetes Cloud Instance Provider==](https://github.com/elotl/kip) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==vmware-tanzu/buildkit-cli-for-kubectl (kubectl plugin)==](https://github.com/vmware-archive/buildkit-cli-for-kubectl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [==DAST operator==](https://github.com/banzaicloud/dast-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==sheaf==](https://github.com/bryanl/sheaf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com: dnsconfig-injector - Mutating Admission Webhook for dnsconfig' pod injection==](https://github.com/karampok/dnsconfig-injector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [==proferosec/log4jScanner==](https://github.com/proferosec/log4jScanner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2021)** [==yahoo/check-log4j==](https://github.com/yahoo/check-log4j) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2021)** [==Maelstromage/Log4jSherlock==](https://github.com/Maelstromage/Log4jSherlock) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [==github: Flux==](https://github.com/fluxcd/flux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [==Jenkins pipeline shared library for the project Elastic APM 🌟==](https://github.com/elastic/apm-pipeline-library) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2021)** [==radondb/radondb-clickhouse-kubernetes==](https://github.com/radondb/radondb-clickhouse-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [==Krane 🌟==](https://github.com/appvia/krane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [==Frakti==](https://github.com/kubernetes-retired/frakti) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [==kubectl-debug==](https://github.com/aylei/kubectl-debug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
   - **(2020)** [==github.com/aws-samples/aws-training-demo==](https://github.com/amazon-archives/aws-training-demo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2020)** [==Frakti==](https://github.com/kubernetes-retired/frakti) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
   - **(2020)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2020)** [==Krane 🌟==](https://github.com/appvia/krane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
   - **(2020)** [==Simplenetes==](https://github.com/simplenetes-io/simplenetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
   - **(2020)** [==swarmlet/swarmlet: Swarmlet==](https://github.com/swarmlet/swarmlet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [==gini/dexter==](https://github.com/gini/dexter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
+  - **(2020)** [==kubectl-debug==](https://github.com/aylei/kubectl-debug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
   - **(2020)** [==Sonatype Nexus Community: Nexus Kubernetes OpenShift 🌟==](https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./registries.md)*
   - **(2020)** [==GitHub: Nexus-CLI==](https://github.com/mlabouardy/nexus-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./registries.md)*
   - **(2020)** [==Configure Docker Service To Use Insecure Registry==](https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2018)** [==github: Steps I used to install Nagios in the cloud==](https://github.com/andrewpuch/nagios_setup) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./aws.md)*
+  - **(2020)** [==gini/dexter==](https://github.com/gini/dexter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
   - **(2018)** [==github.com/cinhtau/sonatype-nexus-waffle==](https://github.com/cinhtau/sonatype-nexus-waffle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [**Bors-ng: A merge bot for GitHub Pull Requests**](https://github.com/bors-ng/bors-ng) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [ELIXIR CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2018)** [==github: Steps I used to install Nagios in the cloud==](https://github.com/andrewpuch/nagios_setup) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./aws.md)*
   - **(2026)** [**kubevirt**](https://github.com/kubevirt/kubevirt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [**kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory dumps in LDIF format**](https://kalilinuxtutorials.com/ldsview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**How Virgin Atlantic ships faster with Codex**](https://openai.com/index/virgin-atlantic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
   - **(2026)** [**OpenAI and Dell Technologies partner to bring Codex to hybrid and on-premises enterprise environments**](https://openai.com/index/dell-codex-enterprise-partnership) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
+  - **(2026)** [**Bors-ng: A merge bot for GitHub Pull Requests**](https://github.com/bors-ng/bors-ng) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [ELIXIR CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2026)** [**kalilinuxtutorials.com: Ldsview : Offline search tool for LDAP directory dumps in LDIF format**](https://kalilinuxtutorials.com/ldsview) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./linux.md)*
   - **(2026)** [**Red Hat AMQ**](https://www.redhat.com/en/technologies/jboss-middleware/amq) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2025)** [**doitintl/kube-no-trouble: kubent ⭐⭐⭐**](https://github.com/doitintl/kube-no-trouble) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2025)** [**Copy Artifact**](https://plugins.jenkins.io/copyartifact) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2025)** [**Helmsman: Helm Charts as Code 🌟**](https://github.com/mkubaczyk/helmsman) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [**learn.microsoft.com: Classic subscription administrator roles, Azure roles, and Azure AD roles**](https://learn.microsoft.com/en-us/azure/role-based-access-control/rbac-and-directory-admin-roles) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**learn.microsoft.com: Application registration permissions for custom roles in Azure Active Directory**](https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custom-available-permissions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
+  - **(2025)** [**doitintl/kube-no-trouble: kubent ⭐⭐⭐**](https://github.com/doitintl/kube-no-trouble) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2024)** [**Accessing External Services Using Egress Router**](https://www.redhat.com/en/blog/accessing-external-services-using-egress-router) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./openshift.md)*
   - **(2024)** [**Declarative Pipeline Migration Assistant 🌟**](https://plugins.jenkins.io/declarative-pipeline-migration-assistant) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2024)** [**github.com/Azure/terraform-azurerm-caf-enterprise-scale**](https://github.com/Azure/terraform-azurerm-caf-enterprise-scale) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [**github.com/databrickslabs/ucx: Databricks Labs UCX**](https://github.com/databrickslabs/ucx) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2024)** [**Accessing External Services Using Egress Router**](https://www.redhat.com/en/blog/accessing-external-services-using-egress-router) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./openshift.md)*
   - **(2024)** [**postman.com: API versioning**](https://www.postman.com/api-platform/api-versioning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
+  - **(2024)** [**learn.microsoft.com: Classic subscription administrator roles, Azure roles, and Azure AD roles**](https://learn.microsoft.com/en-us/azure/role-based-access-control/rbac-and-directory-admin-roles) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
+  - **(2024)** [**learn.microsoft.com: Application registration permissions for custom roles in Azure Active Directory**](https://learn.microsoft.com/en-us/entra/identity/role-based-access-control/custom-available-permissions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
+  - **(2024)** [**github.com/databrickslabs/ucx: Databricks Labs UCX**](https://github.com/databrickslabs/ucx) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
   - **(2023)** [**devops.com: How to Migrate Existing Infrastructure to Terraform**](https://devops.com/how-to-migrate-existing-infrastructure-to-terraform) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**infoworld.com: What to do when your devops team is downsized**](https://www.infoworld.com/article/2337651/what-to-do-when-your-devops-team-is-downsized.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2023)** [**deloitte.com/de: EMEA Center of Excellence for Application Modernization and Migration**](https://www.deloitte.com/de/de/services/consulting/services/center-of-excellence-application-modernization.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GERMAN CONTENT] β€” *Go to [Section](./introduction.md)*
   - **(2023)** [**github.com/Shopify/kubeaudit 🌟🌟**](https://github.com/Shopify/kubeaudit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [**kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor, Tackle, KubeVirt, Forklift) 🌟**](https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2022)** [**docs.microsoft.com: MLflow and Azure Machine Learning**](https://learn.microsoft.com/en-us/azure/machine-learning/concept-mlflow?view=azureml-api-2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**techcommunity.microsoft.com: CICD in Synapse SQL: How to deliver your database objects across multiple environments**](https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [**serverlessguru.com: Enterprise Serverless Adoption 🌟**](https://www.sls.guru/blog/enterprise-serverless-adoption) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./serverless.md)*
-  - **(2022)** [**How to Evolve from RDBMS to NoSQL + SQL 🌟**](https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./nosql.md)*
+  - **(2023)** [**infoworld.com: What to do when your devops team is downsized**](https://www.infoworld.com/article/2337651/what-to-do-when-your-devops-team-is-downsized.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
+  - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./jenkins.md)*
   - **(2022)** [**nedinthecloud.com: Replacing The Template Cloudinit Config Data Source**](https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2022)** [****k3OS****](https://github.com/rancher/k3os) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [**Migrating CI/CD from Jenkins to Argo Workflows**](https://dev.to/intuitdev/migrating-cicd-from-jenkins-to-argo-1km4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./argo.md)*
+  - **(2022)** [**docs.microsoft.com: MLflow and Azure Machine Learning**](https://learn.microsoft.com/en-us/azure/machine-learning/concept-mlflow?view=azureml-api-2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
+  - **(2022)** [**lambdatest.com: How To Upgrade From Selenium 3 To Selenium 4?**](https://www.testmuai.com/blog/upgrade-from-selenium3-to-selenium4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
+  - **(2022)** [**serverlessguru.com: Enterprise Serverless Adoption 🌟**](https://www.sls.guru/blog/enterprise-serverless-adoption) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./serverless.md)*
   - **(2022)** [**simform.com: Cloud Migration ebook**](https://www.simform.com/cloud-migration-ebook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
   - **(2022)** [**cloud.redhat.com: How to Modernize Virtualized Workloads 🌟**](https://www.redhat.com/en/blog/how-to-modernize-virtualized-workloads) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
   - **(2022)** [**howtogeek.com: When Not to Use Docker: Cases Where Containers Don’t Help 🌟**](https://www.howtogeek.com/devops/when-not-to-use-docker-cases-where-containers-dont-help) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
   - **(2022)** [**infoq.com: 9 Ways to Fail at Cloud Native**](https://www.infoq.com/presentations/fail-cloud-native-migration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**lambdatest.com: How To Upgrade From Selenium 3 To Selenium 4?**](https://www.testmuai.com/blog/upgrade-from-selenium3-to-selenium4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2022)** [**APIs published, APIs consumed: mainstream enterprises increasingly behave like software vendors**](https://www.zdnet.com/article/apis-published-apis-consumed-mainstream-enterprises-increasingly-behave-like-software-vendors) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./api.md)*
+  - **(2022)** [**devops.com: Web Application Security is not API Security 🌟**](https://devops.com/web-application-security-is-not-api-security) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
+  - **(2022)** [**techcommunity.microsoft.com: CICD in Synapse SQL: How to deliver your database objects across multiple environments**](https://techcommunity.microsoft.com/blog/azuresynapseanalyticsblog/cicd-in-synapse-sql-how-to-deliver-your-database-objects-across-multiple-environ/3267507) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
+  - **(2022)** [**kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor, Tackle, KubeVirt, Forklift) 🌟**](https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
+  - **(2022)** [**How to Evolve from RDBMS to NoSQL + SQL 🌟**](https://www.linkedin.com/pulse/how-evolve-from-rdbms-nosql-sql-jim-scott) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./nosql.md)*
 
-*... and 454 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
+*... and 453 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 

@@ -958,15 +958,15 @@ Resources indexed by their primary source language or document format.
 Click to view top 100 of 208 resources under Spanish Content
 
   - **(2026)** [==IaC Infrastructure as Code==](https://nubenetes.com/iac/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [==Kubernetes Storage - Volumes==](https://nubenetes.com/kubernetes-storage/#kubernetes-volumes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==Client Libraries for Kubernetes==](https://nubenetes.com/kubernetes-client-libraries/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==Crossplane==](https://nubenetes.com/crossplane/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==Serverless Architectures==](https://nubenetes.com/serverless/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
+  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2026)** [==codely.tv==](https://codely.com/en) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./elearning.md)*
-  - **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
+  - **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2024)** [==genbeta.com: Hace 20 aΓ±os, este correo de Jeff Bezos en Amazon cambiΓ³ para siempre la forma en que programamos apps==](https://www.genbeta.com/desarrollo/hace-22-anos-este-correo-jeff-bezos-amazon-cambio-para-siempre-forma-que-programamos-apps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./api.md)*
   - **(2023)** [==mariocortes.net: La crisis de seniority==](https://www.mariocortes.net/la-crisis-de-seniority) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [==estrategiadeproducto.com: La espiral de mierda==](https://www.estrategiadeproducto.com/p/evitar-caer-espiral-de-mierda) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
@@ -974,8 +974,8 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [**NoOps**](https://nubenetes.com/noops/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2026)** [**BBVA API Market**](https://www.bbvaapimarket.com/es) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2024)** [**xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta que no es la mejor forma de controlar las 20.000 piezas del coche**](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./databases.md)*
   - **(2024)** [**redhat.com: OpenShift Backup and Recovery with Kasten K10**](https://www.redhat.com/es/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2024)** [**xataka.com: El Excel se ha usado en la FΓ³rmula 1 hasta que se han dado cuenta que no es la mejor forma de controlar las 20.000 piezas del coche**](https://www.xataka.com/automovil/excel-se-ha-usado-formula-1-que-se-han-dado-cuenta-que-no-mejor-forma-controlar-20-000-piezas-coche) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
   - **(2023)** [**genbeta.com: Un ex-CEO, sobre el origen de tener gente que ni hace falta en las empresas: β€œContratas a alguien, y lo primero que hace es contratar"**](https://www.genbeta.com/actualidad/ex-ceo-origen-tener-gente-que-hace-falta-empresas-contratas-a-alguien-primero-que-hace-contratar-1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2023)** [**businessinsider.es: Avanzar en la carrera profesional y conseguir ascensos dentro de la empresa serΓ‘ mucho mΓ‘s difΓ­cil para las personas que teletrabajan, segΓΊn el CEO de IBM**](https://www.businessinsider.es/desarrollo-profesional/teletrabajar-perjudica-carrera-profesional-posibles-ascensos-1240782) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [**lavanguardia.com: La delgada lΓ­nea roja del liderazgo: de la cercanΓ­a al compadreo**](https://www.lavanguardia.com/economia/20220223/8075492/liderazgo-empresa-jefes-empleados-cercania-decisiones.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
@@ -985,9 +985,9 @@ Resources indexed by their primary source language or document format.
   - **(2022)** [**magnet.xataka.com: Esclavos de la improductividad: el 70% de las reuniones impiden que los empleados hagan su trabajo**](https://www.xataka.com/magnet/esclavos-improductividad-70-reuniones-impiden-que-empleados-hagan-su-trabajo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [**genbeta.com: Las reuniones laborales por videollamada nos agotan: esto es lo que pasa si se eliminan y cambian por chats**](https://www.genbeta.com/actualidad/reuniones-trabajo-nos-agotan-videollamada-se-sabe-que-pasa-se-eliminan-usamos-chats) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [**estrategiadeproducto.com: La segunda mayor mentira sobre Product Management**](https://www.estrategiadeproducto.com/p/segunda-mayor-mentira-product-management) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**scrum.org: Posturas del Product Owner**](https://www.scrum.org/resources/blog/posturas-del-product-owner) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2021)** [**AWS Network Firewall – Nuevo Servicio Gestionado de Firewall para VPC**](https://aws.amazon.com/es/blogs/aws-spanish/aws-network-firewall-nuevo-servicio-gestionado-de-firewall-para-vpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./aws-newfeatures.md)*
   - **(2021)** [**xataka.com: Hasta AWS se pasa al low-code: Workflow Studio es su primera herramienta de desarrollo de bajo cΓ³digo**](https://www.xataka.com/pro/aws-se-pasa-al-low-code-workflow-studio-su-primera-herramienta-desarrollo-codigo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./aws-newfeatures.md)*
+  - **(2021)** [**scrum.org: Posturas del Product Owner**](https://www.scrum.org/resources/blog/posturas-del-product-owner) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2020)** [**scrum.org: Scrum no es una metodologΓ­a, es un marco de trabajo**](https://www.scrum.org/resources/blog/scrum-no-es-una-metodologia-es-un-marco-de-trabajo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2026)** [muylinux.com](https://www.muylinux.com) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2026)** [linuxadictos.com](https://www.linuxadictos.com) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
@@ -995,8 +995,8 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [Cecabank API Market](https://apimarket.cecabank.es) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
   - **(2026)** [santalucia.es](https://api-market.santalucia.es) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
   - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2024)** [hipertextual.com: AsΓ­ es Devin, la inteligencia artificial que programa software de principio a fin](https://hipertextual.com/tecnologia/devin-inteligencia-artificial-programa-software) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devel-sites.md)*
   - **(2024)** [cronicaglobal.elespanol.com: Roberto Ardon (Incepto): "A la IA no se le pueden pedir imposibles"](https://cronicaglobal.elespanol.com/vida/20240604/roberto-ardon-incepto-ia-pueden-pedir-imposibles/860164103_0.html) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
+  - **(2024)** [hipertextual.com: AsΓ­ es Devin, la inteligencia artificial que programa software de principio a fin](https://hipertextual.com/tecnologia/devin-inteligencia-artificial-programa-software) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devel-sites.md)*
   - **(2023)** [computing.es: Retos del outsourcing de servicios IT en EspaΓ±a](https://www.computing.es/mundo-digital/retos-del-outsourcing-de-servicios-it-en-espana) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
   - **(2023)** [xataka.com: El auge del coche elΓ©ctrico y autΓ³nomo se ha topado con otra barrera: el software. Volkswagen lo sabe bien](https://www.xataka.com/movilidad/auge-coche-electrico-autonomo-se-ha-topado-otra-barrera-software-volkswagen-sabe-bien) 🌟🌟🌟 [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
   - **(2023)** [hibridosyelectricos.com: Tesla recurre a China para aumentar la calidad de fabricaciΓ³n de sus coches elΓ©ctricos](https://www.hibridosyelectricos.com/coches/tesla-recurre-china-calidad-fabricacion-coches-electricos_66230_102.html) 🌟🌟🌟 [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
@@ -1006,57 +1006,57 @@ Resources indexed by their primary source language or document format.
   - **(2022)** [rockcontent.com: Conoce los principales tipos de consultorΓ­a en las que tu negocio puede invertir para explotar su potencial](https://analoghq.ai/blog/es/tipos-de-consultoria) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [okdiario.com: TelefΓ³nica y Santander despiden a 467 empleados en 2021 por denuncias de compaΓ±eros](https://okdiario.com/economia/telefonica-santander-despiden-467-empleados-2021-denuncias-companeros-8655690) 🌟🌟🌟 [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [aprenderbigdata.com: Databricks: IntroducciΓ³n a Spark en la nube](https://aprenderbigdata.com/databricks) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
+  - **(2021)** [entrepreneur.com: ΒΏCΓ³mo manejar un equipo que trabaja desde sus casas?](https://spanish.entrepreneur.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
+  - **(2021)** [xataka.com: La deuda tΓ©cnica, un lastre para las tecnolΓ³gicas: un estudio seΓ±ala que los informΓ‘ticos pierden casi un dΓ­a de trabajo a la semana para solventarlas](https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
+  - **(2021)** [enter.co: Estos son los 10 lenguajes de programaciΓ³n mΓ‘s populares en 2021](https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
   - **(2021)** [returngis.net: Acceder a un App Service con Private Endpoint desde otra Vnet](https://www.returngis.net/2021/08/acceder-a-un-app-service-con-private-endpoint-desde-otra-vnet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2021)** [openwebinars.net: 13 Errores que cometes como Manager](https://openwebinars.net/blog/13-errores-que-cometes-como-manager) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2021)** [elfinanciero.com.mx: Tu jefe no siempre tiene la razΓ³n: ΒΏde quΓ© manera puedes contradecirlo?](https://www.elfinanciero.com.mx/empresas/2021/07/06/tu-jefe-no-siempre-tiene-la-razon-de-que-manera-puedes-contradecirlo) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [entrepreneur.com: ΒΏCΓ³mo manejar un equipo que trabaja desde sus casas?](https://spanish.entrepreneur.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [pymesyautonomos.com: ΒΏEstΓ‘ trabajando el empleado realmente desde su casa?](https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2021)** [blog.trello.com: Consejos para manejar distintos conflictos en un equipo de trabajo](https://blog.trello.com/es/conflictos-en-el-trabajo) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [xataka.com: La deuda tΓ©cnica, un lastre para las tecnolΓ³gicas: un estudio seΓ±ala que los informΓ‘ticos pierden casi un dΓ­a de trabajo a la semana para solventarlas](https://www.xataka.com/pro/deuda-tecnica-lastre-para-tecnologicas-estudio-senala-que-informaticos-pierden-casi-dia-trabajo-a-semana-para-solventarlas) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [enter.co: Estos son los 10 lenguajes de programaciΓ³n mΓ‘s populares en 2021](https://www.enter.co/especiales/dev/herramientas-dev/estos-son-los-10-lenguajes-de-programacion-mas-populares-en-2021) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [cloud.google.com: Crea una canalizaciΓ³n de CI/CD con Azure Pipelines y Compute Engine](https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-engine) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2021)** [pymesyautonomos.com: ΒΏEstΓ‘ trabajando el empleado realmente desde su casa?](https://www.pymesyautonomos.com/management/esta-trabajando-empleado-realmente-su-casa) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
+  - **(2020)** [github.com/paliimx: Data Structures and Algorithms implementation in Go](https://github.com/ua-nick/Data-Structures-and-Algorithms) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [LEGACY] [ES CONTENT] β€” *Go to [Section](./golang.md)*
   - **(2020)** [ituser.es: Las principales habilidades que un arquitecto cloud necesita para triunfar](https://www.ituser.es/opinion/2020/07/las-principales-habilidades-que-un-arquitecto-cloud-necesita-para-triunfar) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
   - **(2020)** [lavanguardia.com: Por quΓ© la transformaciΓ³n digital es mentira 🌟](https://www.lavanguardia.com/economia/20201014/484036217179/transformacion-digital-empresas-foncillas-pf-video-seo-lv.html) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [github.com/paliimx: Data Structures and Algorithms implementation in Go](https://github.com/ua-nick/Data-Structures-and-Algorithms) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [LEGACY] [ES CONTENT] β€” *Go to [Section](./golang.md)*
-  - **(2020)** [xataka.com: IBM se multiplica: la IBM de siempre mantiene el foco en la nube, pero crea una nueva empresa para los servicios de red gestionados 🌟](https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
   - **(2020)** [You Bet That APIs Power DevOps Tools](https://seguridad-informacion.blogspot.com/2020/07/you-bet-that-apis-power-devops-tools.html) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./api.md)*
+  - **(2020)** [cloud.google.com: Crea una canalizaciΓ³n de CI/CD con Azure Pipelines y Compute Engine](https://docs.cloud.google.com/dotnet/docs/creating-cicd-pipeline-vsts-compute-engine) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2020)** [xataka.com: IBM se multiplica: la IBM de siempre mantiene el foco en la nube, pero crea una nueva empresa para los servicios de red gestionados 🌟](https://www.xataka.com/pro/ibm-se-parte-dos-109-anos-despues-nube-da-dinero-que-se-creara-empresa-centrada-ella) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
   - **(2016)** [bbc.com: Por quΓ© en JapΓ³n los jefes NO felicitan a sus empleados cuando hacen bien su trabajo](https://www.bbc.com/mundo/vert-cap-37270163) 🌟🌟🌟 [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [elconfidencial.com: La batalla entre Google y Meta que nadie esperaba: revolucionar la biologΓ­a 🌟](https://www.elconfidencial.com/tecnologia/ciencia/2022-11-18/carrera-google-meta-revolucionar-biologia_3520865) 🌟🌟 [EMERGING] [SPANISH CONTENT] β€” *Go to [Section](./mlops.md)*
   - **(2022)** [hays.es: β€˜La Gran Renuncia’: ΒΏpor quΓ© tantos profesionales se estΓ‘n planteando dejar su trabajo?](https://www.hays.es) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
   - **(2021)** [genbeta.com: Red Hat Enterprise Linux lanza una versiΓ³n a bajo costo para llegar a mΓ‘s pΓΊblico de sectores de investigaciΓ³n y acadΓ©mico](https://www.genbeta.com/actualidad/red-hat-enterprise-linux-lanza-version-a-costo-para-llegar-a-publico-sectores-investigacion-academico) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [TΓΊneles SSH](https://atareao.es/ubuntu/tuneles-ssh) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [genbeta.com: El software de los coches de Mercedes contiene cΓ³digo abierto y en vez de distribuirlo en GitHub usan un CD](https://www.genbeta.com/desarrollo/software-coches-mercedes-contiene-codigo-abierto-vez-distribuirlo-github-usan-cd) 🌟🌟 [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
-  - **(2020)** [aws.amazon.com: Automating safe, hands-off deployments 🌟🌟](https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./cicd.md)*
   - **(2020)** [elmanytas.es: Kubernetes para impostores III](https://elmanytas.es/?q=node/358) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2020)** [aws.amazon.com: Automating safe, hands-off deployments 🌟🌟](https://aws.amazon.com/es/builders-library/automating-safe-hands-off-deployments) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./cicd.md)*
   - **(2020)** [viewnext.com: Front End vs Back End (spanish)](https://www.viewnext.com/front-end-vs-back-end) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
   - **(2018)** [genbeta.com: Plastic SCM Mergebot: automatizando tu pipeline de desarrollo](https://www.genbeta.com/desarrollo/plastic-scm-mergebot-automatizando-tu-pipeline-desarrollo) 🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
   - **(2026)** [elconfidencial.com: Olvida RRHH, ahora es el Departamento de DiversiΓ³n: la infantilizaciΓ³n del paΓ­s de las 6.000 'startups'](https://www.elconfidencial.com/mundo/2023-03-10/milenializacion-mercado-laboral-israeli-startups_3551800) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./hr.md)*
   - **(2026)** [xataka.com: "Han recomendado calcular cuΓ‘nto dinero queda y al resto despedirles": las startups espaΓ±olas frente a la quiebra de SVB](https://www.xataka.com/empresas-y-economia/han-recomendado-calcular-cuanto-dinero-queda-al-resto-despedirles-startups-espanolas-frente-a-quiebra-svb) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./hr.md)*
+  - **(2026)** [freelance.es](https://freelance.es) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./freelancing.md)*
   - **(2026)** [xataka.com: AsΓ­ se reparte el mercado cloud: los tres grandes tienen el 63%, los siguientes 10 un 22%](https://www.xataka.com/pro/asi-se-reparte-mercado-cloud-tres-grandes-tienen-63-siguientes-10-22) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2026)** [xataka.com: El talΓ³n de Aquiles de AWS son sus altas tarifas de salida de datos, y sus rivales empiezan a explotarlo: guerra de precios contra el gigante de la nube](https://www.xataka.com/pro/talon-aquiles-aws-sus-altas-tarifas-salida-datos-sus-rivales-empiezan-a-explotarlo-guerra-precios-gigante-nube) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2026)** [AWS Kubernetes pricing](https://aws.amazon.com/es/eks/pricing) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2026)** [Azure Kubernetes pricing](https://azure.microsoft.com/es-es/pricing/details/kubernetes-service) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
   - **(2026)** [20minutos.es: Amazon Web Services vuelve a romper Internet: se ha caΓ­do ya tres veces en el mismo mes y le llueven las crΓ­ticas](https://www.20minutos.es/tecnologia/actualidad/amazon-web-services-vuelve-a-romper-internet-se-ha-caido-ya-tres-veces-en-el-mismo-mes-y-le-llueven-las-criticas-4931834) [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [freelance.es](https://freelance.es) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./freelancing.md)*
   - **(2025)** [redhat.com: El concepto de DevOps](https://www.redhat.com/es/topics/devops) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2025)** [returngis.net](https://www.returngis.net) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2024)** [muycomputerpro.com: IngenierΓ­a de plataformas de DevOps: la nueva generaciΓ³n de DevOps](https://www.muycomputerpro.com/2024/01/12/ingenieria-de-plataformas-de-devops-la-nueva-generacion-de-devops) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2024)** [xataka.com: Microsoft no quiere poner todos los huevos en la misma cesta: anuncia una asociaciΓ³n con Mistral AI, la OpenAI de Europa](https://www.xataka.com/robotica-e-ia/microsoft-no-quiere-poner-todos-huevos-cesta-anuncia-asociacion-mistral-ai-openai-europa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
+  - **(2024)** [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2024)** [Google Launches Gemini Code Assist, Challenging GitHub Copilot with Generous Free Tier](https://www.xataka.com/robotica-e-ia/google-lanza-misil-github-copilot-su-asistente-programacion-ofrece-mucho-uso-gratuito-que-microsoft) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
   - **(2024)** [cope.es: El ejemplo de 'la moneda' con el que entender cΓ³mo funciona un ordenador cuΓ‘ntico: "SerΓ‘ una revoluciΓ³n"](https://www.cope.es/programas/la-linterna/noticias/ejemplo-moneda-con-que-entender-como-funciona-ordenador-cuantico-una-revolucion-20240407_3232557) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course?hl=es-419) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [aws.amazon.com: ExΓ‘menes prΓ‘cticos gratuitos y 100% en espaΓ±ol para que obtenga su certificaciΓ³n](https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws.md)*
   - **(2023)** [abc.es: Ingenieros DevOps, la pieza clave del engranaje digital de las empresas 🌟](https://www.abc.es/economia/ingenieros-devops-pieza-clave-engranaje-digital-empresas-20230212000148-nt.html) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [returngis.net: Monitorizar aplicaciΓ³n Java con Spring Boot con Azure Application Insights](https://www.returngis.net/2023/04/monitorizar-aplicacion-java-con-spring-boot-con-azure-application-insights) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [returngis.net: Invitar a usuarios externos a un tenant de Azure AD a travΓ©s de Microsoft Graph y Azure CLI](https://www.returngis.net/2023/04/invitar-a-usuarios-externos-a-un-tenant-de-azure-ad-a-traves-de-microsoft-graph-y-azure-cli) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2023)** [businessinsider.es: Los ingenieros de software estΓ‘n aterrorizados ante la posibilidad de ser sustituidos por la IA](https://www.businessinsider.es/tecnologia/ingenieros-software-estan-aterrorizados-posibilidad-ser-sustituidos-ia-1238112) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2023)** [forbesargentina.com: Por quΓ© Nvidia, Google y Microsoft apuestan miles de millones en modelos LLM de IA Generativa para biotecnologΓ­a](https://www.forbesargentina.com/innovacion/por-nvidia-google-microsoft-apuestan-miles-millones-modelos-llm-ia-generativa-biotecnologia-n49278) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2023)** [computerhoy.com: GitHub Copilot X: asΓ­ es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores](https://computerhoy.20minutos.es) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2023)** [xataka.com: https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos](https://www.xataka.com/servicios/copilot-chatgpt-gpt-4-han-cambiado-para-siempre-mundo-programacion-esto-que-opinan-expertos) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2023)** [Kubernetes: Un tour por los comandos bΓ‘sicos](https://www.youtube.com/shorts/VP4JoijL_TY?si=dBGfs6sn1ryzPcYT) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2023)** [xataka.com: Copilot ya escribe el 40% del cΓ³digo de lenguajes como Java o Python que llega a GitHub. En cinco aΓ±os llegarΓ‘ al 80%](https://www.xataka.com/aplicaciones/copilot-escribe-40-codigo-lenguajes-como-java-python-que-llega-a-github-cinco-anos-llegara-al-80) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2023)** [computerhoy.com: GitHub Copilot X: asΓ­ es la nueva IA parecida a ChatGPT y destinada a ayudar a programadores](https://computerhoy.20minutos.es) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2023)** [xataka.com: Me hice funcionario siendo ingeniero: quΓ© me da la administraciΓ³n pΓΊblica que no consigue la empresa privada](https://www.xataka.com/especiales/me-hice-funcionario-siendo-ingeniero-que-me-da-administracion-publica-que-no-consigue-empresa-privada-1) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [xataka.com: Si no asciendo ni aprendo, me largo de la empresa: el crecimiento profesional como estrategia para retener talento](https://www.xataka.com/empresas-y-economia/no-asciendo-aprendo-me-largo-empresa-crecimiento-profesional-como-estrategia-para-retener-talento) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [businessinsider.es: El fin de la lealtad laboral](https://www.businessinsider.es/desarrollo-profesional/fin-lealtad-laboral-empleados-ya-no-son-fieles-jefes-1358974) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [lavanguardia.com: Ingeniero de β€˜machine learning’ e ingeniero de datos, las profesiones emergentes mΓ‘s demandadas en EspaΓ±a](https://www.lavanguardia.com/economia/20230414/8895371/ingeniero-machine-learning-e-ingeniero-datos-profesiones-emergentes-mas-demandadas-espana.html) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [genbeta.com: Menos de la mitad de los programadores tienen tΓ­tulos universitarios. Cada vez mΓ‘s desarrolladores aprenden por su cuenta](https://www.genbeta.com/desarrollo/mitad-programadores-tienen-titulos-universitarios-cada-vez-desarrolladores-aprenden-su-cuenta) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [genbeta.com: Ciberseguridad en llamas: la presiΓ³n actual es tan grande que la mitad de los expertos sufren ansiedad y quieren dimitir](https://www.genbeta.com/desarrollo/ciberseguridad-llamas-presion-actual-grande-que-mitad-expertos-sufren-ansiedad-quieren-renunciar) [LEGACY] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
+  - **(2023)** [aws.amazon.com: ExΓ‘menes prΓ‘cticos gratuitos y 100% en espaΓ±ol para que obtenga su certificaciΓ³n](https://aws.amazon.com/es/blogs/aws-spanish/examenes-practicos-gratuitos-y-100-en-espanol-para-que-obtenga-su-certificacion) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws.md)*
+  - **(2023)** [ExtensiΓ³n de Visual Studio Code que genera tests y mejora tu cΓ³digo](https://www.youtube.com/shorts/hmq195GRYCI?si=8knOM1y50V6JcRlk) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2023)** [businessinsider.es: Uso ChatGPT entre 50 y 70 veces al dΓ­a para todo, desde preparar reuniones hasta quitarme el pegamento de los dedos](https://www.businessinsider.es/tecnologia/uso-chatgpt-50-70-veces-dia-ser-productivo-1228162) 🌟 [CASE STUDY] [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
+  - **(2023)** [chakray.com: Por quΓ© API LIFECYCLE MANAGEMENT es imprescindible para la organizaciΓ³n de APIs](https://chakray.com/es/por-que-api-lifecycle-management-imprescindible-api-organizacion) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2023)** [chakray.com: 11 Pasos para lograr una estrategia API Management exitosa](https://chakray.com/es/11-pasos-lograr-estrategia-api-management-exitosa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
 
 *... and 108 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 
@@ -1116,18 +1116,18 @@ Resources indexed by their primary source language or document format.
   - **(2024)** [cBamboo vs Jenkins: Showdown Of CI/CD Tools](https://www.testmuai.com/blog/bamboo-vs-jenkins-showdown-of-ci-cd-tools) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2024)** [lambdatest.com: CircleCI Vs. GitLab: Choosing The Right CI/CD Tool](https://www.testmuai.com/blog/circleci-vs-gitlab) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2024)** [lambdatest.com: Jenkins vs Travis vs Bamboo vs TeamCity: Clash Of The Titans](https://www.testmuai.com/blog/jenkins-vs-travis-vs-bamboo-vs-teamcity) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2022)** [acloudguru.com: Azure DevOps vs GitHub: Comparing Microsoft’s DevOps Tools 🌟](https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparing-microsofts-devops-twins) [GUIDE] [LEGACY] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2022)** [codefresh.io: Using GitOps for Infrastructure and Applications With Crossplane and Argo CD](https://octopus.com/devops/gitops) [COMMUNITY-TOOL] [GUIDE] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2021)** [inovex.de: Spinnaker vs. Argo CD vs. Tekton vs. Jenkins X: Cloud-Native CI/CD](https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [enterprisersproject.com: Remote work: 10 tips to be a better virtual collaborator](https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [infoq.com: How to Work Asynchronously as a Remote-First SRE](https://www.infoq.com/news/2021/12/remote-first-sre) [CASE STUDY] [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [Summarising Top 10 API Testing Tools](https://miro.com/app/board/o9J_kqwfjqs=) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
+  - **(2022)** [acloudguru.com: Azure DevOps vs GitHub: Comparing Microsoft’s DevOps Tools 🌟](https://www.pluralsight.com/resources/blog/cloud/azure-devops-vs-github-comparing-microsofts-devops-twins) [GUIDE] [LEGACY] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2021)** [Amazon Elastic File System triples read throughput](https://aws.amazon.com/about-aws/whats-new/2021/01/amazon-elastic-file-system-triples-read-throughput) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./aws-storage.md)*
   - **(2021)** [Building an active-active, latency-based application across multiple Regions 🌟](https://aws.amazon.com/blogs/storage/building-an-active-active-latency-based-application-across-multiple-regions) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./aws-storage.md)*
   - **(2021)** [infoq.com: AWS Transfer Family Introduces Support for EFS](https://www.infoq.com/news/2021/01/aws-transfer-ftp-efs) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./aws-storage.md)*
   - **(2021)** [Crossplane: A Kubernetes Control Plane to Roll Your Own PaaS](https://thenewstack.io/crossplane-a-kubernetes-control-plane-to-roll-your-own-paas) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
   - **(2021)** [symphony.is: Crossplane - The New Kid in Town](https://symphony.is/blog/crossplane---the-new-kid-in-town-) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
   - **(2021)** [Presentation: YAML your cloud](https://docs.google.com/presentation/d/1IZXCiQl_NUawHMvKJANCG2_LIBZseUpY-XyPjlghj9E/edit) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
+  - **(2021)** [enterprisersproject.com: Remote work: 10 tips to be a better virtual collaborator](https://enterprisersproject.com/article/2021/2/remote-work-virtual-collaboration-best-practices) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
+  - **(2021)** [infoq.com: How to Work Asynchronously as a Remote-First SRE](https://www.infoq.com/news/2021/12/remote-first-sre) [CASE STUDY] [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
+  - **(2021)** [Summarising Top 10 API Testing Tools](https://miro.com/app/board/o9J_kqwfjqs=) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
+  - **(2021)** [inovex.de: Spinnaker vs. Argo CD vs. Tekton vs. Jenkins X: Cloud-Native CI/CD](https://www.inovex.de/de/blog/spinnaker-vs-argo-cd-vs-tekton-vs-jenkins-x) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2020)** [forbes.com: 5 Essential Coronavirus Work From Home Tech Tips](https://www.forbes.com/sites/tjmccue/2020/03/13/5-essential-coronavirus-work-from-home-tech-tips) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2019)** [Crossplane, a Universal Control Plane API for Cloud Computing](https://www.infoq.com/news/2019/01/upbound-crossplane) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
   - **(2016)** [EFS Elastic File System](https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-production-ready-in-three-regions) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./aws-storage.md)*
@@ -1231,7 +1231,7 @@ Resources indexed by their primary source language or document format.
   - **(2023)** [==kubectl-node-restart 🌟==](https://github.com/MnrGreg/kubectl-node-restart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [==Kubectl SSH Proxy 🌟==](https://github.com/little-angry-clouds/kubectl-ssh-proxy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2020)** [==swarmlet/swarmlet: Swarmlet==](https://github.com/swarmlet/swarmlet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2015)** [==Bash Pitfalls 🌟==](https://mywiki.wooledge.org/BashPitfalls) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2015)** [==Bash Pitfalls 🌟==](https://mywiki.wooledge.org/BashPitfalls) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2025)** [**git-secret.io**](https://git-secret.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [BASH CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2022)** [**smallstep.com: How to Handle Secrets on the Command Line 🌟**](https://smallstep.com/blog/command-line-secrets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [BASH CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2022)** [**developers.redhat.com: Protect secrets in Git with the clean/smudge filter**](https://developers.redhat.com/articles/2022/02/02/protect-secrets-git-cleansmudge-filter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./devsecops.md)*
@@ -1240,7 +1240,6 @@ Resources indexed by their primary source language or document format.
   - **(2020)** [**altoros.com: Kubernetes Networking: How to Write Your Own CNI Plug-in with Bash**](https://www.altoros.com/blog/kubernetes-networking-writing-your-own-simple-cni-plug-in-with-bash) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
   - **(2023)** [commandlinefu.com/commands/matching/ssh](https://www.commandlinefu.com/commands/browse/commands/matching/ssh/c3No/sort-by-votes) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2022)** [youtube: Kubernetes.. ETCD Backup and Restore... Very Easy Steps... CKA Exam Tips..](https://www.youtube.com/watch?app=desktop&v=mODkt1OJDew&ab_channel=AlokKumar) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [youtube: Crane 2 Preview: Introduction and Demo](https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
   - **(2021)** [vadosware.io: So you need to wait for some Kubernetes resources?](https://vadosware.io/post/so-you-need-to-wait-for-some-kubernetes-resources) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [howtogeek.com: How to Clean Up Old Containers and Images in Your Kubernetes Cluster](https://www.howtogeek.com/devops/how-to-clean-up-old-containers-and-images-in-your-kubernetes-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [ubuntu.com: How to test the latest Kubernetes 1.22 release candidate with MicroK8s](https://ubuntu.com/blog/how-to-test-the-latest-kubernetes-with-microk8s) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
@@ -1253,6 +1252,7 @@ Resources indexed by their primary source language or document format.
   - **(2021)** [youtube: Bash for Beginners](https://www.youtube.com/playlist?list=PLlrxD0HtieHh9ZhrnEbZKhzk0cetzuX7l) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [linuxhandbook.com: Unusual Ways to Use Variables Inside Bash Scripts](https://linuxhandbook.com/variables-bash-script) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [linuxshelltips.com: What’s the Difference Between ${} and $() in Bash](https://www.linuxshelltips.com/difference-between-and-in-bash) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2021)** [youtube: Crane 2 Preview: Introduction and Demo](https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
   - **(2012)** [robertmuth.blogspot.com: Better Bash Scripting in 15 Minutes](https://robertmuth.blogspot.com/2012/08/better-bash-scripting-in-15-minutes.html) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [azohra/yaml.sh](https://github.com/azohra/yaml.sh) 🌟🌟 [EMERGING] [BASH CONTENT] β€” *Go to [Section](./yaml.md)*
   - **(2021)** [hackerxone.com: How To Install Kubernetes Dashboard with NodePort in Linux](https://www.hackerxone.com/2021/07/10/how-install-kubernetes-dashboard-nodeport-linux) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
@@ -1263,21 +1263,23 @@ Resources indexed by their primary source language or document format.
   - **(2023)** [developers.redhat.com: Advanced Linux commands cheat sheet for developers](https://developers.redhat.com/cheat-sheets/advanced-linux-commands) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2023)** [developers.redhat.com: Bash Shell Scripting Cheat Sheet](https://developers.redhat.com/cheat-sheets/bash-shell-cheat-sheet) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2023)** [igoroseledko.com: AWS CLI Cheat Sheet](https://www.igoroseledko.com/aws-cli-cheat-sheet) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2023)** [devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion](https://devopscube.com/automate-ebs-snapshot-creation-deletion) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
+  - **(2023)** [build5nines.com: Terraform: Remove Resource from State File (.tfstate)](https://build5nines.com/terraform-remove-resource-from-state-file-tfstate) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2023)** ["Have you used the taint command in Terraform yet?"](https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2023)** [learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents](https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2023)** [iximiuz.com: Container Networking Is Simple! 🌟](https://labs.iximiuz.com/tutorials/container-networking-from-scratch) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2023)** [returngis.net: Desplegar AGIC en AKS utilizando workload identity](https://www.returngis.net/2023/05/desplegar-agic-en-aks-utilizando-workload-identity) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2023)** [returngis.net: Exponer APIs en AKS a travΓ©s de Azure API Management](https://www.returngis.net/2023/05/exponer-apis-en-aks-a-traves-de-azure-api-management) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2023)** [learn.microsoft.com: Connect with RDP to Azure Kubernetes Service (AKS) cluster Windows Server nodes for maintenance or troubleshooting](https://learn.microsoft.com/en-us/azure/aks/rdp) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2023)** [medium.com/@pauldotyu: Effortlessly Deploy to AKS with Open Source Tools Draft and Acorn](https://medium.com/@pauldotyu/app-to-aks-with-draft-and-acorn-2d25f19649b7) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2023)** [danielstechblog.io: Mitigating slow container image pulls on Azure Kubernetes Service](https://www.danielstechblog.io/mitigating-slow-container-image-pulls-on-azure-kubernetes-service) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [build5nines.com: Terraform: Remove Resource from State File (.tfstate)](https://build5nines.com/terraform-remove-resource-from-state-file-tfstate) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** ["Have you used the taint command in Terraform yet?"](https://www.youtube.com/watch?v=v_T1fuYGjV0&ab_channel=NedintheCloud) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents](https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopscube.com: How to Automate EBS Snapshot Creation, Retention and Deletion](https://devopscube.com/automate-ebs-snapshot-creation-deletion) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
+  - **(2022)** [rcarrata.github.io: Regenerating Kubeconfig for system:admin user in OpenShift clusters](https://rcarrata.github.io/openshift/regenerate-kubeconfig) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2022)** [cyberithub.com: 70+ Important Kubernetes Related Tools You Should Know About](https://www.cyberithub.com/70-important-kubernetes-related-tools-you-should-know-about) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [opensource.com: 5 open source tools for developing on the cloud](https://opensource.com/article/22/4/open-source-tools-developing-cloud) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [opensource.com: Linux logrotate cheat sheet](https://opensource.com/downloads/logrotate-cheat-sheet) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2022)** [opensource.com: Watch command cheat sheet](https://opensource.com/downloads/watch-cheat-sheet) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [rcarrata.github.io: Regenerating Kubeconfig for system:admin user in OpenShift clusters](https://rcarrata.github.io/openshift/regenerate-kubeconfig) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2022)** [A step-by-step guide to synchronize data between Amazon S3 buckets](https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
+  - **(2022)** [middlewareinventory.com: Terraform import All AWS Security Groups – How to 🌟](https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2022)** [redhat.com: Linux troubleshooting commands: 4 tools for DNS name resolution problems](https://www.redhat.com/en/blog/DNS-name-resolution-troubleshooting-tools) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2022)** [dev.to: 50 Linux Commands every developer NEED to know with example](https://dev.to/kanani_nirav/50-linux-commands-every-developer-need-to-know-with-example-mc) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2022)** [digitalocean.com: How To Use Journalctl to View and Manipulate Systemd Logs 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-journalctl-to-view-and-manipulate-systemd-logs) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
@@ -1293,13 +1295,12 @@ Resources indexed by their primary source language or document format.
   - **(2022)** [dev.to: Moving Azure Functions from AKS to Container Apps](https://dev.to/christle/moving-azure-functions-from-aks-to-container-apps-k60) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2022)** [blog.baeke.info: AKS Workload Identity Revisited](https://baeke.info/2022/11/24/aks-workload-identity-revisited) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2022)** [blog.baeke.info: Trying out Draft 2 on AKS](https://baeke.info/2022/06/02/trying-out-draft-2-on-aks) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [middlewareinventory.com: Terraform import All AWS Security Groups – How to 🌟](https://www.middlewareinventory.com/blog/terraform-import-securitygroup-aws) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [A step-by-step guide to synchronize data between Amazon S3 buckets](https://aws.amazon.com/blogs/storage/a-step-by-step-guide-to-synchronize-data-between-amazon-s3-buckets) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
-  - **(2021)** [lambdatest.com: How To Use GitLab CI To Run Tests Locally? 🌟](https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and Podman 🌟](https://pythonspeed.com/articles/gitlab-build-docker-image) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2021)** [kruyt.org: Migrate from Docker to Containerd in Kubernetes](https://kruyt.org/migrate-docker-containerd-kubernetes) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [collabnix.com: Top 10 Kubernetes Tools You Need for 2021 – Part 1](https://collabnix.com/top-10-kubernetes-tools-you-need-for-2021) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [youtube: 10 Must-Have Kubernetes Tools | DevOps Toolkit](https://www.youtube.com/watch?v=CB79eTFbR0w&feature=youtu.be&ab_channel=DevOpsToolkit) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kruyt.org: Migrate from Docker to Containerd in Kubernetes](https://kruyt.org/migrate-docker-containerd-kubernetes) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2021)** [lambdatest.com: How To Use GitLab CI To Run Tests Locally? 🌟](https://www.testmuai.com/blog/use-gitlab-ci-to-run-test-locally) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2021)** [pythonspeed.com: Building Docker images on GitLab CI: Docker-in-Docker and Podman 🌟](https://pythonspeed.com/articles/gitlab-build-docker-image) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2021)** [dev.to: Adding an EBS volume to a running AWS EC2 Instance](https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
   - **(2021)** [tecmint.com: How to Find Recent or Today’s Modified Files in Linux 🌟](https://www.tecmint.com/find-recent-modified-files-in-linux) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [opensource.com: Check used disk space on Linux with du](https://opensource.com/article/21/7/check-disk-space-linux-du) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [tecmint.com: 10 Useful du (Disk Usage) Commands to Find Disk Usage of Files and Directories](https://www.tecmint.com/check-linux-disk-usage-of-files-and-directories) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
@@ -1313,18 +1314,17 @@ Resources indexed by their primary source language or document format.
   - **(2021)** [redhat.com: 20 one-line Linux commands to add to your toolbox](https://www.redhat.com/en/blog/one-line-linux-commands) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [linuxshelltips.com: How to Kill Running Linux Process on Particular Port](https://www.linuxshelltips.com/kill-linux-process-with-port) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [tecmint.com: How to Kill Linux Process Using Kill, Pkill and Killall](https://www.tecmint.com/how-to-kill-a-process-in-linux) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [opensource.com: 4 Linux tools to erase your data](https://opensource.com/article/21/10/linux-tools-erase-data) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [linuxteck.com: 13 Top command in Linux (Monitor Linux Server Processes) 🌟](https://www.linuxteck.com/13-top-command-in-linux) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [makeuseof.com: The 6 Best Command Line Tools to Monitor Linux Performance in the Terminal](https://www.makeuseof.com/best-cli-tools-to-monitor-linux-performance-terminal) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [redhat.com: 3 basic Linux group management commands every sysadmin should know](https://www.redhat.com/en/blog/linux-commands-manage-groups) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [opensource.com: Linux tips for using cron to schedule tasks](https://opensource.com/article/21/11/cron-linux) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2021)** [opensource.com: 4 Linux tools to erase your data](https://opensource.com/article/21/10/linux-tools-erase-data) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [howtoforge.com: How to Create a Kubernetes Cluster with AWS CLI](https://www.howtoforge.com/how-to-create-a-kubernetes-cluster-with-the-aws-cli) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2021)** [thenewstack.io: Turbocharging AKS Networking with Calico eBPF](https://thenewstack.io/turbocharging-aks-networking-with-calico-ebpf) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2021)** [adamtheautomator.com: Getting Started with the Azure Kubernetes Service (AKS)](https://adamtheautomator.com/azure-kubernetes-service) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [dev.to: Adding an EBS volume to a running AWS EC2 Instance](https://dev.to/aws-builders/adding-an-ebs-volume-to-a-running-aws-ec2-instance-311l) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./aws-storage.md)*
-  - **(2020)** [Overview: running crc on a remote server](https://gist.github.com/tmckayus/8e843f90c44ac841d0673434c7de0c6a) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Top 18 Docker commands for Automation Tester/Devops/SDET/Test Lead? 🌟](https://automationreinvented.blogspot.com/2020/02/top-18-docker-commands-for-aytomation.html) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2020)** [openshift.com: Recap: OKD 4 Testing and Deployment Workshop - Videos and Additional Resources](https://www.redhat.com/en/blog/recap-okd-4-testing-and-deployment-workshop-videos-and-additional-resources) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2020)** [blog.sighup.io: How to run Kubernetes without Docker](https://blog.sighup.io/how-to-run-kubernetes-without-docker) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2020)** [Overview: running crc on a remote server](https://gist.github.com/tmckayus/8e843f90c44ac841d0673434c7de0c6a) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./ocp4.md)*
 
 *... and 10 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 
@@ -1385,15 +1385,15 @@ Resources indexed by their primary source language or document format.
   - **(2022)** [github.com/nnellans/bicep-guide](https://github.com/nnellans/bicep-guide) 🌟🌟 [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2026)** [Azure Sandbox](https://learn.microsoft.com/en-us/azure/architecture/guide/azure-sandbox/azure-sandbox) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2025)** [Subscription Vending Implementation Guidance](https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Data Factory: How to split a file into multiple output files with Bicep](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/azure-data-factory-how-to-split-a-file-into-multiple-output-files-with-bicep/4039825) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2024)** [techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep and Terraform. Announcing General Availability!](https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2024)** [linkedin.com/pulse: Exporting and importing variables between Bicep files: compileTimeImports | Freek Berson](https://www.linkedin.com/pulse/exporting-importing-variables-between-bicep-files-freek-berson-n0ske) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2024)** [techcommunity.microsoft.com: Infra in Azure for Developers - The How (Part 2)](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-how-part-2/4046385) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2024)** [techcommunity.microsoft.com: Announcing public preview of Bicep templates support for Microsoft Graph](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/announcing-public-preview-of-bicep-templates-support-for-microsoft-graph/4141772) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Landing Zones Accelerators for Bicep and Terraform. Announcing General Availability!](https://techcommunity.microsoft.com/blog/azuretoolsblog/azure-landing-zones-accelerators-for-bicep-and-terraform-announcing-general-avai/4029866) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2024)** [techcommunity.microsoft.com: Azure Data Factory: How to split a file into multiple output files with Bicep](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/azure-data-factory-how-to-split-a-file-into-multiple-output-files-with-bicep/4039825) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2023)** [techcommunity.microsoft.com: How to install an AKS cluster with the Istio service mesh add-on via Bicep](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2023)** [techcommunity.microsoft.com: (Part-1) Leverage Bicep: Standard model to Automate Azure IaaS deployment](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/part-1-leverage-bicep-standard-model-to-automate-azure-iaas-deployment/3804348) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2023)** [blog.cloudtrooper.net: Deploy (Azure) Network-as-Code as a champ](https://blog.cloudtrooper.net/2023/06/08/deploy-azure-network-as-code-as-a-champ) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2023)** [luke.geek.nz: Using the Azure Naming Tool API to name your Bicep resources](https://luke.geek.nz/azure/azure-naming-tool-api-bicep-resources) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [techcommunity.microsoft.com: How to install an AKS cluster with the Istio service mesh add-on via Bicep](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-install-an-aks-cluster-with-the-istio-service-mesh-add-on-via-bicep/3802069) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2022)** [build5nines.com: Get Started with Azure Bicep – Alternative to ARM Templates](https://build5nines.com/get-started-with-azure-bicep) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2021)** [github.com/johnlokerse/azure-bicep-cheat-sheet: Azure Bicep Cheat Sheet](https://github.com/johnlokerse/azure-bicep-cheat-sheet) [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
 
@@ -1421,22 +1421,22 @@ Resources indexed by their primary source language or document format.
   - **(2002)** [**ngrep**](https://ngrep.sourceforge.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2026)** [kubeinvaders](https://github.com/lucky-sideburn/kubeinvaders) 🌟🌟🌟 [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2020)** [How to handle dynamic and static libraries in Linux](https://opensource.com/article/20/6/linux-libraries) 🌟🌟🌟 [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2026)** [simplyblock: simplyblock.io](https://simplyblock.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
   - **(2026)** [hashcat](https://hashcat.net/hashcat) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [fluentbit.io](https://fluentbit.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [Guestfish](https://libguestfs.org/guestfish.1.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2026)** [busybox.net](https://www.busybox.net) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [simplyblock: simplyblock.io](https://simplyblock.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2025)** [Varnish Cache](https://www.varnish.org/index.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2025)** [HAProxy](https://www.haproxy.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2025)** [Apache](https://httpd.apache.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./web-servers.md)*
   - **(2025)** [unit.nginx.org](https://unit.nginx.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2023)** [Redis](https://redis.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./nosql.md)*
+  - **(2025)** [HAProxy](https://www.haproxy.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./web-servers.md)*
+  - **(2025)** [Varnish Cache](https://www.varnish.org/index.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2023)** [Redis Pub/sub](https://redis.io/docs/latest/develop) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./message-queue.md)*
+  - **(2023)** [Redis](https://redis.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2022)** [genbeta.com: BusyBox, el ejecutable que agrupa casi 200 utilidades Unix de lΓ­nea de comandos (y que puedes usar tambiΓ©n en Windows o Android)](https://www.genbeta.com/herramientas/busybox-ejecutable-que-agrupa-casi-200-utilidades-gnu-linea-comandos-que-puedes-usar-tambien-windows-android) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [SystemTap](https://sourceware.org/systemtap) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./qa.md)*
   - **(2021)** [opensource.com: Use XMLStarlet to parse XML in the Linux terminal](https://opensource.com/article/21/7/parse-xml-linux) [GUIDE] [LEGACY] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [varnish-cache.org: Installation on RedHat](https://vinyl-cache.org/docs/trunk/installation/index.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
+  - **(2021)** [SystemTap](https://sourceware.org/systemtap) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./qa.md)*
   - **(2021)** [migops.com: pgBackRest – The Best Postgres Backup Tool with a very active community](https://www.migops.com/blog/2021/04/09/pgbackrest-the-best-postgres-backup-tool-with-a-very-active-community) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2021)** [varnish-cache.org: Installation on RedHat](https://vinyl-cache.org/docs/trunk/installation/index.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
 
 
 
@@ -1463,7 +1463,7 @@ Resources indexed by their primary source language or document format.
 Click to view 30 resources under C# Content
 
   - **(2026)** [==App-vNext/Polly==](https://github.com/App-vNext/Polly) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2022)** [==devblogs.microsoft.com: Announcing Rate Limiting for .NET==](https://devblogs.microsoft.com/dotnet/announcing-rate-limiting-for-dotnet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2026)** [**Plastic SCM**](https://www.plasticscm.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./git.md)*
   - **(2024)** [**github.com/mivano/azure-cost-cli**](https://github.com/mivano/azure-cost-cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./finops.md)*
@@ -1471,25 +1471,25 @@ Resources indexed by their primary source language or document format.
   - **(2021)** [**telerik.com: Your First Microservice in .NET 6**](https://www.telerik.com/blogs/your-first-microservice-dotnet-6) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2021)** [**blog.jetbrains.com: Getting Started with ASP.NET Core and gRPC**](https://blog.jetbrains.com/dotnet/2021/07/19/getting-started-with-asp-net-core-and-grpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2024)** [kubernetes-reflector](https://github.com/emberstack/kubernetes-reflector) 🌟🌟🌟 [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) 🌟🌟 [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
+  - **(2024)** [KubeUI: A Desktop Kubernetes Client](https://github.com/IvanJosipovic/KubeUI) 🌟🌟 [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./devops-tools.md)*
   - **(2026)** [thangchung/awesome-dotnet-core](https://github.com/thangchung/awesome-dotnet-core) [LEGACY] [C# CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2026)** [Octopus Deploy - deployment tool](https://octopus.com) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
+  - **(2025)** [Promitor 🌟](https://promitor.io) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./prometheus.md)*
+  - **(2025)** [Microsoft - DICOM Service](https://learn.microsoft.com/en-us/azure/healthcare-apis/dicom) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2025)** [Oakton](https://jasperfx.github.io/oakton) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2025)** [Lamar](https://jasperfx.github.io/lamar) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2025)** [Microsoft - DICOM Service](https://learn.microsoft.com/en-us/azure/healthcare-apis/dicom) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [Promitor 🌟](https://promitor.io) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./prometheus.md)*
+  - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./ai.md)*
   - **(2024)** [dotnet.microsoft.com: What is Xamarin?](https://dotnet.microsoft.com/en-us/apps/xamarin) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2024)** [Paradigm framework](https://www.paradigm.net.co) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2024)** [Extend your coding agent with .NET Skills](https://devblogs.microsoft.com/dotnet/extend-your-coding-agent-with-dotnet-skills) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2023)** [ScheduleOnce](https://www.oncehub.com) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
+  - **(2022)** [Azure DevOps Demo Generator is now open source](https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2022)** [thorsten-hans.com: Hot-Reload .NET Configuration in Kubernetes with ConfigMaps](https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-configmaps) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2022)** [syncfusion.com: 10 Best C# NuGet Packages to Improve Your Productivity in 2022](https://www.syncfusion.com/blogs/post/10-best-c-nuget-packages-to-improve-your-productivity-in-2022) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2022)** [procodeguide.com: Build Resilient Microservices (Web API) using Polly in ASP.NET Core](https://procodeguide.com/programming/polly-in-aspnet-core) [COMMUNITY-TOOL] [GUIDE] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2022)** [thorsten-hans.com: Hot-Reload .NET Configuration in Kubernetes with ConfigMaps](https://www.thorsten-hans.com/hot-reload-net-configuration-in-kubernetes-with-configmaps) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [Azure DevOps Demo Generator is now open source](https://devblogs.microsoft.com/devops/azure-devops-demo-generator-is-now-open-source) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2022)** [Migrating a monolithic .NET REST API to AWS Lambda](https://aws.amazon.com/blogs/compute/migrating-a-monolithic-net-rest-api-to-aws-lambda) [CASE STUDY] [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./aws-serverless.md)*
   - **(2021)** [jeremydmiller.com: Self Diagnosing Deployments with Oakton and Lamar](https://jeremydmiller.com/2021/10/12/self-diagnosing-deployments-with-oakton-and-lamar) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2020)** [khalidabuhakmeh.com: A .NET 5.0 Guide: From Idea To NuGet Package](https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2020)** [developers.redhat.com: Monitoring .NET Core applications on Kubernetes](https://developers.redhat.com/blog/2020/08/05/monitoring-net-core-applications-on-kubernetes) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./monitoring.md)*
+  - **(2020)** [khalidabuhakmeh.com: A .NET 5.0 Guide: From Idea To NuGet Package](https://khalidabuhakmeh.com/a-dotnet-five-guide-from-idea-to-nuget-package) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
   - **(2019)** [Plastic SCM DevOps Mergebot to implement a trunk-based development cycle](https://github.com/PlasticSCM/trunk-mergebot) 🌟 [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./git.md)*
   - **(2018)** [developers.redhat.com: Securing .NET Core on OpenShift using HTTPS](https://developers.redhat.com/blog/2018/10/12/securing-net-core-on-openshift-using-https) [ENTERPRISE-STABLE] [GUIDE] [C# CONTENT] β€” *Go to [Section](./ocp3.md)*
 
@@ -1530,12 +1530,12 @@ Resources indexed by their primary source language or document format.
 

 Click to view 22 resources under C++ Content
 
+  - **(2026)** [==OS Query==](https://github.com/osquery/osquery) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./monitoring.md)*
+  - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./aws-storage.md)*
+  - **(2026)** [==Redpanda 🌟==](https://www.redpanda.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./message-queue.md)*
   - **(2026)** [==Ray==](https://docs.ray.io/en/latest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./mlops.md)*
   - **(2026)** [==couchbase.com==](https://www.couchbase.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==OS Query==](https://github.com/osquery/osquery) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [==Redpanda 🌟==](https://www.redpanda.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./linux-dev-env.md)*
+  - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./azure.md)*
   - **(2018)** [==bpftrace==](https://github.com/bpftrace/bpftrace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2009)** [==github.com/nodejs/node==](https://github.com/nodejs/node) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./javascript.md)*
   - **(1998)** [==ntop==](https://www.ntop.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./linux.md)*
@@ -1547,9 +1547,9 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [clickhouse.com](https://clickhouse.com) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./databases.md)*
   - **(2025)** [hackingcpp.com: C++ Cheat Sheets](https://hackingcpp.com/cpp/cheat_sheets) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2025)** [Jsonnet](https://jsonnet.org) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [opensource.com: Perform unit tests using GoogleTest and CTest](https://opensource.com/article/22/1/unit-testing-googletest-ctest) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./qa.md)*
   - **(2022)** [sapling-scm.com](https://sapling-scm.com/docs/introduction) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./git.md)*
   - **(2022)** [itsfoss.com: 5 htop Alternatives to Enhance Your Linux System Monitoring Experience](https://itsfoss.com/htop-alternatives) [COMMUNITY-TOOL] [GUIDE] [C++ CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2022)** [opensource.com: Perform unit tests using GoogleTest and CTest](https://opensource.com/article/22/1/unit-testing-googletest-ctest) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./qa.md)*
   - **(2009)** [nodejs.org](https://nodejs.org/en) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./javascript.md)*
   - **(2008)** [v8.dev:](https://v8.dev) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./javascript.md)*
 
@@ -1564,7 +1564,7 @@ Resources indexed by their primary source language or document format.
 

 Click to view 1 resources under C/Bash Content
 
-  - **(2021)** [Controlling Process Resources with Linux Control Groups (cgroups)](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [COMMUNITY-TOOL] [C/BASH CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2021)** [Controlling Process Resources with Linux Control Groups (cgroups)](https://labs.iximiuz.com/tutorials/controlling-process-resources-with-cgroups) [COMMUNITY-TOOL] [C/BASH CONTENT] β€” *Go to [Section](./container-managers.md)*
 
 

 
@@ -1682,22 +1682,22 @@ Resources indexed by their primary source language or document format.
 
   - **(2023)** [==lambdatest.com: How To Run Selenium Tests In Docker ? 🌟==](https://www.testmuai.com/blog/run-selenium-tests-in-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2020)** [https://github.com/jenkins-x/jenkins-x-openshift-image](https://github.com/jenkins-x/jenkins-x-openshift-image) 🌟🌟🌟 [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [github.com: OpenShift GitHub Actions Runner 🌟](https://github.com/redhat-actions/openshift-actions-runners) 🌟🌟 [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./git.md)*
+  - **(2024)** [github.com: OpenShift GitHub Actions Runner 🌟](https://github.com/redhat-actions/openshift-actions-runners) 🌟🌟 [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2025)** [Example of JCasC](https://github.com/halkeye-docker/docker-jenkins) 🌟 [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2024)** [github.com/pabpereza/curated-dockerfiles-examples: Curated Dockerfiles examples](https://github.com/pabpereza/containers-best-practices) 🌟 [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2023)** [ref 5 arey/springboot-petclinic](https://hub.docker.com/r/arey/springboot-petclinic) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Elastic APM Server Docker image](https://github.com/sls-dev1/openshift-elastic-apm-server) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2021)** [linuxtechlab.com: How to create a Dockerfile with some dockerfile examples](https://linuxtechlab.com/learn-create-dockerfile-example) [COMMUNITY-TOOL] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2021)** [developers.redhat.com: Build lean Java containers with the new Red Hat Universal Base Images OpenJDK runtime images 🌟](https://developers.redhat.com/articles/2021/05/24/build-lean-java-containers-new-red-hat-universal-base-images-openjdk-runtime) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2021)** [ref 4](https://hub.docker.com/r/alwin2/petclinic-customers-service) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2021)** [Atlassian Confluence6](https://github.com/nubenetes/confluence6-atlassian) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [americanexpress.io: **Do Not Run Dockerized Applications as Root** 🌟](https://americanexpress.io/do-not-run-dockerized-applications-as-root) [DE FACTO STANDARD] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [Broken by default: why you should avoid most Dockerfile example 🌟](https://pythonspeed.com/articles/dockerizing-python-is-hard) [ENTERPRISE-STABLE] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images 🌟](https://jfrog.com/learn/cloud-native/how-to-build-docker-images) [COMMUNITY-TOOL] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2021)** [Elastic APM Server Docker image](https://github.com/sls-dev1/openshift-elastic-apm-server) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2020)** [developers.redhat.com: An easier way to create custom Jenkins containers in OpenShift 4 🌟](https://developers.redhat.com/blog/2020/06/04/an-easier-way-to-create-custom-jenkins-containers) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2020)** [ref 1](https://hub.docker.com/r/ibuchh/petclinic-spinnaker-jenkins) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2020)** [SonarQube: An OpenShift-focused Docker build of Sonarqube](https://github.com/OpenShiftDemos/sonarqube-openshift-docker) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2020)** [ref 3](https://hub.docker.com/r/bmoussaud/petclinic) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2020)** [jfrog.com: A Beginner’s Guide to Understanding and Building Docker Images 🌟](https://jfrog.com/learn/cloud-native/how-to-build-docker-images) [COMMUNITY-TOOL] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2020)** [americanexpress.io: **Do Not Run Dockerized Applications as Root** 🌟](https://americanexpress.io/do-not-run-dockerized-applications-as-root) [DE FACTO STANDARD] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2020)** [Broken by default: why you should avoid most Dockerfile example 🌟](https://pythonspeed.com/articles/dockerizing-python-is-hard) [ENTERPRISE-STABLE] [GUIDE] [DOCKERFILE CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2019)** [ref 2](https://hub.docker.com/r/sarjunkumar24391/petclinic) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2018)** [ref 6](https://hub.docker.com/r/anthonydahanne/spring-petclinic) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2015)** [ref 7](https://hub.docker.com/r/jbrisbin/spring-petclinic) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
@@ -1765,9 +1765,9 @@ Resources indexed by their primary source language or document format.
 

 Click to view 3 resources under French Content
 
-  - **(2021)** [arsouyes.org: PKCS, pem, der, key, crt,...](https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt) [COMMUNITY-TOOL] [GUIDE] [FRENCH CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2021)** [youtube: Ansible for beginners - by XavkiEn](https://www.youtube.com/playlist?list=PLWZKNB9waqIXEL-NIapWwIADPtkspe9vk) [COMMUNITY-TOOL] [FRENCH CONTENT] β€” *Go to [Section](./ansible.md)*
   - **(2021)** [youtube: Exercises / Monitoring : How to install node exporter 🌟](https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn) [COMMUNITY-TOOL] [FRENCH CONTENT] β€” *Go to [Section](./ansible.md)*
+  - **(2021)** [arsouyes.org: PKCS, pem, der, key, crt,...](https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt) [COMMUNITY-TOOL] [GUIDE] [FRENCH CONTENT] β€” *Go to [Section](./devsecops.md)*
 
 

 
@@ -1807,7 +1807,7 @@ Resources indexed by their primary source language or document format.
 

 Click to view 2 resources under Go / Yaml Content
 
-  - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO / YAML CONTENT] β€” *Go to [Section](./istio.md)*
+  - **(2025)** [**Application Gateway for Containers: Istio Integration**](https://blog.cloudtrooper.net/2025/11/21/application-gateway-for-containers-istio-integration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO / YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2023)** [github.com/openshift-labs 🌟](https://github.com/openshift-labs) [COMMUNITY-TOOL] [GO / YAML CONTENT] β€” *Go to [Section](./demos.md)*
 
 

@@ -1819,32 +1819,58 @@ Resources indexed by their primary source language or document format.
 ## Go Content {#go-content}
 
 

-Click to view top 100 of 1050 resources under Go Content
+Click to view top 100 of 1046 resources under Go Content
 
-  - **(2026)** [==github.com/vmware-tanzu/velero==](https://github.com/velero-io/velero) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2026)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./golang.md)*
+  - **(2026)** [==Argo CD==](https://argoproj.github.io/argo-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./about.md)*
+  - **(2026)** [==Helm==](https://github.com/helm/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./about.md)*
+  - **(2026)** [==kubernetes-sigs/kueue: Kubernetes-native Job Queueing==](https://github.com/kubernetes-sigs/kueue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==Available kubectl plugins==](https://github.com/kubernetes-sigs/krew-index/blob/master/plugins.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [==Helm==](https://github.com/helm/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [==Argo CD==](https://argoproj.github.io/argo-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2026)** [==kubeflow==](https://www.kubeflow.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2026)** [==github.com/one2nc/cloudlens 🌟==](https://github.com/one2nc/cloudlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [==github.com/microsoft/CBL-Mariner==](https://github.com/microsoft/azurelinux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2026)** [==Draino==](https://github.com/planetlabs/draino) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==KubeFed: Kubernetes Cluster Federation==](https://github.com/kubernetes-retired/kubefed) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==k8s-worker-pod-autoscaler==](https://github.com/practo/k8s-worker-pod-autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟==](https://github.com/micnncim/kubectl-reap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==containerd - An open and reliable container runtime==](https://github.com/containerd/containerd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations' of common Kubernetes patterns==](https://github.com/sharadbhat/KubernetesPatterns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kustomize==](https://github.com/kubernetes-sigs/kustomize) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==open-policy-agent/conftest==](https://github.com/open-policy-agent/conftest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==konstraint==](https://github.com/plexsystems/konstraint) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==github.com/sigstore: k8s-manifest-sigstore==](https://github.com/sigstore/k8s-manifest-sigstore) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kconnect - The Kubernetes Connection Manager CLI==](https://github.com/fidelity/kconnect) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl-trace==](https://github.com/iovisor/kubectl-trace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubespy==](https://github.com/huazhihao/kubespy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==kubectl netshoot==](https://github.com/nilic/kubectl-netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
+  - **(2026)** [==Machine API==](https://github.com/openshift/machine-api-operator/tree/main) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==github.com/vmware-tanzu/velero==](https://github.com/velero-io/velero) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
+  - **(2026)** [==Rook==](https://rook.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
+  - **(2026)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==podman==](https://podman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==buildah==](https://buildah.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2026)** [==OPA Open Policy Agent 🌟==](https://www.openpolicyagent.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Selefra: Selefra is an open-source policy-as-code software that provides' analytics for multi-cloud and SaaS.==](https://github.com/selefra/selefra) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==yor.io==](https://yor.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==Policy Reporter 🌟==](https://github.com/kyverno/policy-reporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
+  - **(2026)** [==kubernetes/client-go: Go client for Kubernetes 🌟==](https://github.com/kubernetes/client-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
+  - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
+  - **(2026)** [==Artifact Hub 🌟==](https://artifacthub.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2026)** [==github.com/helmfile/helmfile==](https://github.com/helmfile/helmfile) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2026)** [==github.com/gianlucam76/k8s-cleaner 🌟==](https://github.com/gianlucam76/k8s-cleaner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes==](https://github.com/NVIDIA/k8s-device-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==scylladb/scylla-operator==](https://github.com/scylladb/scylla-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==kubernetes-sigs/kubebuilder==](https://github.com/kubernetes-sigs/kubebuilder) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==kubernetes/sample-controller==](https://github.com/kubernetes/sample-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [==Azure/azure-workload-identity==](https://github.com/Azure/azure-workload-identity) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==VolSync 🌟==](https://github.com/backube/volsync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==aws/aws-node-termination-handler 🌟==](https://github.com/aws/aws-node-termination-handler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2026)** [==github.com/google/go-containerregistry 🌟==](https://github.com/google/go-containerregistry) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==nerdctl 🌟==](https://github.com/containerd/nerdctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==github.com/kubereboot/kured ⭐==](https://github.com/kubereboot/kured) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==aws/aws-node-termination-handler 🌟==](https://github.com/aws/aws-node-termination-handler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==Azure/azure-workload-identity==](https://github.com/Azure/azure-workload-identity) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==NVIDIA/k8s-device-plugin: NVIDIA device plugin for Kubernetes==](https://github.com/NVIDIA/k8s-device-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [==VolSync 🌟==](https://github.com/backube/volsync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubectl-reap is a kubectl plugin that deletes unused Kubernetes resources 🌟==](https://github.com/micnncim/kubectl-reap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==K9s - Kubernetes CLI To Manage Your Clusters In Style!==](https://github.com/derailed/k9s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==kubectx + kubens: : Power tools for kubectl🌟🌟==](https://github.com/ahmetb/kubectx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==Pluto is a cli tool to help discover deprecated apiVersions in Kubernetes 🌟==](https://github.com/FairwindsOps/pluto) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
@@ -1853,17 +1879,28 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [==Nebula==](https://github.com/slackhq/nebula) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==kube-bench 🌟==](https://github.com/aquasecurity/kube-bench) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==Polaris==](https://github.com/FairwindsOps/polaris) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==Teleport 🌟==](https://github.com/gravitational/teleport) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==testkube.io 🌟==](https://testkube.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==kubeshop/testkube==](https://github.com/kubeshop/testkube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==Karpenter==](https://karpenter.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [==grpc-ecosystem/grpc-gateway: gRPC-Gateway==](https://github.com/grpc-ecosystem/grpc-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==github.com/gianlucam76/k8s-cleaner 🌟==](https://github.com/gianlucam76/k8s-cleaner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [==scylladb/scylla-operator==](https://github.com/scylladb/scylla-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [==kubernetes-sigs/kubebuilder==](https://github.com/kubernetes-sigs/kubebuilder) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [==kubernetes/sample-controller==](https://github.com/kubernetes/sample-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2026)** [==github: Flux Version 2==](https://github.com/fluxcd/flux2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./flux.md)*
+  - **(2026)** [==OpenTelemetry Collector==](https://github.com/open-telemetry/opentelemetry-collector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
+  - **(2026)** [==Grafana Tempo==](https://github.com/grafana/tempo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
+  - **(2026)** [==github.com/containernetworking 🌟==](https://github.com/containernetworking) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
+  - **(2026)** [==Flannel==](https://github.com/flannel-io/flannel) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
+  - **(2026)** [==github.com/kubernetes-sigs: Local Persistence Volume Static Provisioner' 🌟==](https://github.com/kubernetes-sigs/sig-storage-local-static-provisioner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==openebs/zfs-localpv==](https://github.com/openebs/zfs-localpv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==OpenEBS==](https://openebs.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==openebs/dynamic-localpv-provisioner: Dynamic Kubernetes Local Persistent' Volumes==](https://github.com/openebs/dynamic-localpv-provisioner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==openebs/lvm-localpv==](https://github.com/openebs/lvm-localpv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==Longhorn==](https://longhorn.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==libopenstorage/stork: Stork - Storage Operator Runtime for Kubernetes==](https://github.com/libopenstorage/stork) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==min.io==](https://www.min.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==SMB CSI Driver for Kubernetes==](https://github.com/kubernetes-csi/csi-driver-smb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
+  - **(2026)** [==github.com/yandex-cloud: CSI for S3==](https://github.com/yandex-cloud/k8s-csi-s3) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
   - **(2026)** [==Prow==](https://github.com/kubernetes/test-infra/tree/master/prow) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2026)** [==github.com/OctopusDeploy/go-octopusdeploy==](https://github.com/OctopusDeploy/go-octopusdeploy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
+  - **(2026)** [==kubeflow==](https://www.kubeflow.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2026)** [==Clair==](https://github.com/quay/clair) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [==trivy==](https://github.com/aquasecurity/trivy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [==deepfence/ThreatMapper 🌟==](https://github.com/deepfence/ThreatMapper) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
@@ -1871,58 +1908,21 @@ Resources indexed by their primary source language or document format.
   - **(2026)** [==hashicorp/vault==](https://github.com/hashicorp/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [==Pomerium==](https://github.com/pomerium/pomerium) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [==github.com/goauthentik/authentik==](https://github.com/goauthentik/authentik) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==github.com/hashicorp/hcl: HCL==](https://github.com/hashicorp/hcl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [==rancher.com==](https://www.rancher.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
+  - **(2026)** [==**k3s**==](https://k3s.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
+  - **(2026)** [==Weave Kubernetes System Control - wksctl==](https://github.com/weaveworks/wksctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2026)** [==GitHub: Kubernetes Cluster with Kops==](https://github.com/kubernetes/kops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
+  - **(2026)** [==Kubernetes Cluster with **Kubeadm**==](https://github.com/kubernetes/kubeadm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
+  - **(2026)** [==Minikube==](https://github.com/kubernetes/minikube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [==termshark==](https://github.com/gcla/termshark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2026)** [==dive 🌟==](https://github.com/wagoodman/dive) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==ctop 🌟==](https://github.com/bcicen/ctop) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==buildg: Interactive debugger for Dockerfile 🌟==](https://github.com/ktock/buildg) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==jesseduffield/lazydocker==](https://github.com/jesseduffield/lazydocker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
   - **(2026)** [==img==](https://github.com/genuinetools/img) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==grosser/preoomkiller==](https://github.com/grosser/preoomkiller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==github.com/containrrr/watchtower==](https://github.com/containrrr/watchtower) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==buildkit==](https://docs.docker.com/build) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==ory/dockertest==](https://github.com/ory/dockertest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==containerd - An open and reliable container runtime==](https://github.com/containerd/containerd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==buildah==](https://buildah.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==podman==](https://podman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==OpenFaaS==](https://www.openfaas.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [==knative.dev==](https://knative.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [==kubernetes-sigs/kueue: Kubernetes-native Job Queueing==](https://github.com/kubernetes-sigs/kueue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==Draino==](https://github.com/planetlabs/draino) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==KubeFed: Kubernetes Cluster Federation==](https://github.com/kubernetes-retired/kubefed) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==k8s-worker-pod-autoscaler==](https://github.com/practo/k8s-worker-pod-autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==github.com/sharadbhat/KubernetesPatterns: YAML and Golang implementations' of common Kubernetes patterns==](https://github.com/sharadbhat/KubernetesPatterns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kustomize==](https://github.com/kubernetes-sigs/kustomize) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==open-policy-agent/conftest==](https://github.com/open-policy-agent/conftest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==konstraint==](https://github.com/plexsystems/konstraint) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==github.com/sigstore: k8s-manifest-sigstore==](https://github.com/sigstore/k8s-manifest-sigstore) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kconnect - The Kubernetes Connection Manager CLI==](https://github.com/fidelity/kconnect) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubectl-trace==](https://github.com/iovisor/kubectl-trace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubespy==](https://github.com/huazhihao/kubespy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==kubectl netshoot==](https://github.com/nilic/kubectl-netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [==OPA Open Policy Agent 🌟==](https://www.openpolicyagent.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [==Selefra: Selefra is an open-source policy-as-code software that provides' analytics for multi-cloud and SaaS.==](https://github.com/selefra/selefra) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [==yor.io==](https://yor.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [==Policy Reporter 🌟==](https://github.com/kyverno/policy-reporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [==MongoDB and Kubernetes 🌟==](https://www.mongodb.com/products/integrations/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==github.com/trstringer/kubectl-example==](https://github.com/trstringer/kubectl-example) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [==Flag export deprecated in kubernetes 1.14==](https://github.com/kubernetes/kubernetes/pull/73787) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [==termshark==](https://github.com/gcla/termshark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==Weave Kubernetes System Control - wksctl==](https://github.com/weaveworks/wksctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [==github.com/golang/vscode-go 🌟==](https://github.com/golang/vscode-go/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==OpenTelemetry Collector==](https://github.com/open-telemetry/opentelemetry-collector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [==Grafana Tempo==](https://github.com/grafana/tempo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==azon EKS Pod Identity Webhook==](https://github.com/aws/amazon-eks-pod-identity-webhook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==github.com/kubernetes-sigs/aws-load-balancer-controller==](https://github.com/kubernetes-sigs/aws-load-balancer-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==github.com/rebataur/djkube==](https://github.com/rebataur/fskube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [==K0s - Zero Friction Kubernetes==](https://github.com/k0sproject/k0s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [==GitHub: Kubernetes Cluster with Kops==](https://github.com/kubernetes/kops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [==Kubernetes Cluster with **Kubeadm**==](https://github.com/kubernetes/kubeadm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [==defenseunicorns/zarf==](https://github.com/zarf-dev/zarf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [==github.com/hashicorp/hcl: HCL==](https://github.com/hashicorp/hcl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==Pushgateway==](https://github.com/prometheus/pushgateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [==github.com/prometheus/prometheus==](https://github.com/prometheus/prometheus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [==Telegraf Prometheus Output Plugin==](https://github.com/influxdata/telegraf/tree/master/plugins/outputs/prometheus_client) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
 
-*... and 950 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
+*... and 946 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -2002,61 +2002,61 @@ Resources indexed by their primary source language or document format. Click to view 59 resources under Groovy Content - **(2022)** [==github - using jenkins pipelines with OKD==](https://github.com/openshift/origin/tree/main/examples/jenkins/pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2021)** [==Jenkins pipeline shared library for the project Elastic APM 🌟==](https://github.com/elastic/apm-pipeline-library) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.md)* - - **(2021)** [==cloudogu/jenkinsfiles 🌟🌟🌟==](https://github.com/cloudogu/jenkinsfiles) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [==Demo of Jenkins Configuration-As-Code with Docker and Groovy Hook Scripts (java11-support branch) 🌟🌟==](https://github.com/oleg-nenashev/demo-jenkins-config-as-code/tree/java11-support) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [==cloudogu/jenkinsfiles 🌟🌟🌟==](https://github.com/cloudogu/jenkinsfiles) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [==Jenkins pipeline shared library for the project Elastic APM 🌟==](https://github.com/elastic/apm-pipeline-library) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.md)* - **(2021)** [==github.com/samrocketman/nexus3-config-as-code==](https://github.com/samrocketman/nexus3-config-as-code) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./registries.md)* - **(2026)** [**Spock Framework**](https://spockframework.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./qa.md)* - - **(2025)** [**How to create initial "seed" job**](https://github.com/jenkinsci/configuration-as-code-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [**Jenkins Pipeline Unit testing framework**](https://github.com/jenkinsci/JenkinsPipelineUnit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2025)** [**How to create initial "seed" job**](https://github.com/jenkinsci/configuration-as-code-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2023)** [**lambdatest.com: How To Integrate Cucumber With Jenkins?**](https://www.testmuai.com/blog/cucumber-with-jenkins-integration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2023)** [**intellipaat.com: Top Jenkins Interview Questions and Answers**](https://intellipaat.com/blog/interview-question/jenkins-interview-questions-answers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./interview-questions.md)* - - **(2021)** [**Easily reuse Tekton and Jenkins X from Jenkins**](https://www.jenkins.io/blog/2021/04/21/tekton-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./tekton.md)* + - **(2021)** [**Easily reuse Tekton and Jenkins X from Jenkins**](https://www.jenkins.io/blog/2021/04/21/tekton-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2020)** [**job-dsl **Gradle** Example**](https://github.com/sheehan/job-dsl-gradle-example) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [youtube: Using tfsec and Jenkins to Secure Your Terraform Code](https://www.youtube.com/watch?v=hbMVGEw0HpE&ab_channel=CloudBeesTV) 🌟🌟🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./terraform.md)* - **(2018)** [Fabric8 Pipeline Library](https://github.com/fabric8io/fabric8-pipeline-library) 🌟🌟🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - **(2021)** [Jervis](https://github.com/samrocketman/jervis/wiki) 🌟🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [OpenShift Container Pipelines Samples 🌟](https://github.com/redhat-cop/container-pipelines) 🌟🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* + - **(2026)** [Active Choices 🌟](https://plugins.jenkins.io/uno-choice) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2026)** [Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative Syntax 🌟](https://www.jenkins.io/doc/book/pipeline/syntax) [DE FACTO STANDARD] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [eta-lang.org: Gradle Cheat Sheet](https://eta-lang.org/docs/cheatsheets/gradle-cheatsheet) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [github.com/jahe: Gradle Cheat Sheet](https://gist.github.com/jahe/59557d507f43574b0d96) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [github.com/jiffle: Gradle Cheat Sheet](https://gist.github.com/jiffle/499caa5f53ab8f90dc19a3040ee40f48) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [gist.github.com/michaellihs (jenkins pipeline)](https://gist.github.com/michaellihs/b08c89581ec597fa198cf74e2239f4a6) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2026)** [Active Choices 🌟](https://plugins.jenkins.io/uno-choice) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2026)** [Jenkins Pipeline Syntax: Scripted Syntax (Groovy DSL syntax) & Declarative Syntax 🌟](https://www.jenkins.io/doc/book/pipeline/syntax) [DE FACTO STANDARD] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - **(2025)** [Job DSL Plugin 🌟](https://plugins.jenkins.io/job-dsl) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [lambdatest.com: How To Use Shared Libraries In A Jenkins Pipeline? 🌟](https://www.testmuai.com/blog/use-jenkins-shared-libraries-in-a-jenkins-pipeline) [COMMUNITY-TOOL] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [DontShaveTheYak/jenkins-std-lib: Jenkins Standard Shared Library 🌟](https://github.com/DontShaveTheYak/jenkins-std-lib) 🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [plugins.jenkins.io/templating-engine: Jenkins Template Engine JTE 🌟](https://plugins.jenkins.io/templating-engine) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2023)** [cloudbees.com: Managing DevSecOps Pipelines at Scale with Jenkins Templating Engine](https://www.cloudbees.com/videos/jenkins-template-pipeline-devsecops) [COMMUNITY-TOOL] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2023)** [mrcloudbook.com: Automating Tetris Deployments: DevSecOps with ArgoCD, Terraform, and Jenkins for Two Game Versions](https://mrcloudbook.com/automating-tetris-deployments-devsecops-with-argocd-terraform-and-jenkins-for-two-game-versions) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2022)** [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.testmuai.com/blog/jenkins-pipeline-tutorial) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2023)** [cloudbees.com: Managing DevSecOps Pipelines at Scale with Jenkins Templating Engine](https://www.cloudbees.com/videos/jenkins-template-pipeline-devsecops) [COMMUNITY-TOOL] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2022)** [lambdatest.com: Best Jenkins Pipeline Tutorial For Beginners (Examples) 🌟](https://www.testmuai.com/blog/jenkins-pipeline-tutorial) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2022)** [Keptn Jenkins Shared Library](https://github.com/keptn-sandbox/keptn-jenkins-library) 🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./keptn.md)* - - **(2021)** [jenkins.io - **Jenkinsfile** 🌟](https://www.jenkins.io/doc/book/pipeline/jenkinsfile) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [Pipeline Global Library for ci.jenkins.io](https://github.com/jenkins-infra/pipeline-library) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2021)** [youtube: Simple DevOps Project | Publish Android APK to App Center | Beginner Pipeline](https://www.youtube.com/watch?v=KgH0QzMHXLs) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [simplilearn.com: What is CI/CD Pipeline and How to Implement it Using Jenkins?](https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [Grading Pipeline for OpenShift 4 Advanced Application Deployment Homework Assignment](https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [jenkins.io - **Jenkinsfile** 🌟](https://www.jenkins.io/doc/book/pipeline/jenkinsfile) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [Declarative Pipeline - Jenkins shared library 🌟](https://github.com/gfkse/jenkins-shared-library) 🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [Extending with Shared Libraries 🌟](https://www.jenkins.io/doc/book/pipeline/shared-libraries) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2021)** [simplilearn.com: What is CI/CD Pipeline and How to Implement it Using Jenkins?](https://www.simplilearn.com/tutorials/jenkins-tutorial/ci-cd-pipeline) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2021)** [youtube: Simple DevOps Project | Publish Android APK to App Center | Beginner Pipeline](https://www.youtube.com/watch?v=KgH0QzMHXLs) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2021)** [Grading Pipeline for OpenShift 4 Advanced Application Deployment Homework Assignment](https://github.com/redhat-gpte-devopsautomation/ocp4_app_deploy_homework_grading) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) 🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - - **(2020)** [ivory-lab: JenkinsFile Support](https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2020)** [GitHub Gist - Faheetah/Jenkinsfile.groovy: **Jenkinsfile idiosynchrasies' with escaping and quotes**](https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2020)** [Meetup event: From Freestyle jobs to Pipeline, with JobDSL](https://www.meetup.com/jenkins-online-meetup/events/270600737) [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2020)** [deors/deors-demos-petclinic jenkinsfile](https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [experfy.com e-learning: Effective Jenkins - Continuous Delivery and Continuous Integration](https://training.experfy.com/courses/effective-jenkins-continuous-delivery-and-continuous-integration) [GUIDE] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [OpenShift Pipelines with Jenkins Blue Ocean 🌟](https://www.redhat.com/en/blog/openshift-pipelines-jenkins-blue-ocean) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [github.com/siamaksade/jenkins-blueocean](https://github.com/siamaksade/jenkins-blueocean) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [bitbucket.org: setting up a cicd pipeline with spring mvc and kubernetes on aws](https://www.atlassian.com/blog/bitbucket/setting-up-a-ci-cd-pipeline-with-spring-mvc-jenkins-and-kubernetes-on-aws) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [piotrminkowski.com: Continuous Integration with Jenkins on Kubernetes 🌟](https://piotrminkowski.com/2020/11/10/continuous-integration-with-jenkins-on-kubernetes) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [github.com/monodot/pipeline-library-demo 🌟](https://github.com/tutorialworks/pipeline-library-demo) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2020)** [deors/deors-demos-petclinic jenkinsfile](https://github.com/deors/deors-demos-petclinic/blob/master/Jenkinsfile) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2020)** [Meetup event: From Freestyle jobs to Pipeline, with JobDSL](https://www.meetup.com/jenkins-online-meetup/events/270600737) [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* + - **(2020)** [GitHub Gist - Faheetah/Jenkinsfile.groovy: **Jenkinsfile idiosynchrasies' with escaping and quotes**](https://gist.github.com/Faheetah/e11bd0315c34ed32e681616e41279ef4) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2020)** [cloudowski.com: Jenkins on OpenShift - how to use and customize it in a cloud-native way 🌟](https://cloudowski.com/articles/jenkins-on-openshift) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - - **(2019)** [secanis.ch: Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2019)** [Jenkins DSL for **Nexus**](https://accenture.github.io/adop-cartridges-cookbook/docs/recipes/archiving-artefact-to-nexus) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2020)** [ivory-lab: JenkinsFile Support](https://marketplace.visualstudio.com/items?itemName=ivory-lab.jenkinsfile-support) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2019)** [github.com/gnunn1/openshift-basic-pipeline](https://github.com/gnunn1/openshift-basic-pipeline) [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2019)** [github.com/deweya/OpenShift-Jenkins-Lab](https://github.com/deweya/OpenShift-Jenkins-Lab) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - - **(2019)** [developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4](https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4) [ENTERPRISE-STABLE] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* + - **(2019)** [Jenkins DSL for **Nexus**](https://accenture.github.io/adop-cartridges-cookbook/docs/recipes/archiving-artefact-to-nexus) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2019)** [blog.openshift.com: Deploying OpenShift Applications to Multiple Datacenters (with Jenkins)](https://www.redhat.com/en/blog/deploying-openshift-applications-multiple-datacenters) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - - **(2018)** [Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟](https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin) [GUIDE] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* + - **(2019)** [developers.redhat.com - Get started with Jenkins CI/CD in Red Hat OpenShift 4](https://developers.redhat.com/blog/2019/05/02/get-started-with-jenkins-ci-cd-in-red-hat-openshift-4) [ENTERPRISE-STABLE] [GUIDE] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* + - **(2019)** [secanis.ch: Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=secanis.jenkinsfile-support) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./visual-studio.md)* + - **(2018)** [Building Declarative Pipelines with OpenShift DSL Plugin 🌟🌟](https://www.redhat.com/en/blog/building-declarative-pipelines-openshift-dsl-plugin) [GUIDE] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2018)** [CI/CD with fabric8](https://fabric8.io/guide/cdelivery.html) [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - **(2017)** [github.com/kohsuke/petclinic Jenkinsfile](https://github.com/kohsuke/petclinic/blob/master/Jenkinsfile) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)* - **(2016)** [jenkinsci/jenkins-scripts 🌟](https://github.com/jenkinsci/jenkins-scripts) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)* @@ -2120,10 +2120,10 @@ Resources indexed by their primary source language or document format. - **(2025)** [==AdminTurnedDevOps/DevOps-The-Hard-Way-AWS==](https://github.com/AdminTurnedDevOps/DevOps-The-Hard-Way-AWS) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./demos.md)* - **(2025)** [==github.com/cloudposse?q=terraform-==](https://github.com/cloudposse?q=terraform-) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [==github.com/terraform-aws-modules==](https://github.com/terraform-aws-modules) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2024)** [==Terraform Kubernetes Boilerplates 🌟==](https://nubenetes.com/terraform/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - - **(2024)** [==Azure-Samples/jmeter-aci-terraform==](https://github.com/Azure-Samples/jmeter-aci-terraform) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./azure.md)* + - **(2024)** [==Terraform Kubernetes Boilerplates 🌟==](https://nubenetes.com/terraform) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./about.md)* - **(2024)** [==aws-samples/aws-network-hub-for-terraform: Network Hub Account with Terraform==](https://github.com/aws-samples/aws-network-hub-for-terraform) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./demos.md)* - **(2024)** [==registry.terraform.io: Terraform Azure Resources 🌟==](https://registry.terraform.io/modules/azurerm/resources/azure/latest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2024)** [==Azure-Samples/jmeter-aci-terraform==](https://github.com/Azure-Samples/jmeter-aci-terraform) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [==Terraform Automation Demo using Google Cloud Provider==](https://github.com/tfxor/terraform-google-automation-demo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [==terraform.io: Creation-Time Provisioners 🌟==](https://developer.hashicorp.com/terraform/language/provisioners) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [==AWS Lambda the Terraform Way==](https://github.com/nsriram/lambda-the-terraform-way) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* @@ -2141,8 +2141,8 @@ Resources indexed by their primary source language or document format. - **(2024)** [**registry.terraform.io/modules/Azure/lz-vending**](https://registry.terraform.io/modules/Azure/lz-vending) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [**registry.terraform.io/modules/Azure/avm-ptn-alz: ALZ Terraform Module**](https://registry.terraform.io/modules/Azure/avm-ptn-alz) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [**github.com/Azure-Samples/aks-platform-engineering Building a Platform Engineering Environment on Azure Kubernetes Service (AKS) 🌟**](https://github.com/Azure-Samples/aks-platform-engineering) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2023)** [**github.com/stacksimplify/azure-aks-kubernetes-masterclass 🌟**](https://github.com/stacksimplify/azure-aks-kubernetes-masterclass) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [**AWS EKS Argo CD Terraform Component**](https://github.com/cloudposse-terraform-components/aws-eks-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./gitops.md)* - - **(2023)** [**github.com/stacksimplify/azure-aks-kubernetes-masterclass 🌟**](https://github.com/stacksimplify/azure-aks-kubernetes-masterclass) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**devdosvid.blog: Hello Terraform Data; Goodbye Null Resource**](https://devdosvid.blog/2023/04/16/hello-terraform-data-goodbye-null-resource) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**AdminTurnedDevOps/Terraform-The-Hard-Way**](https://github.com/AdminTurnedDevOps/Terraform-The-Hard-Way) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**youtube.com: Terraform Basics | Ned in the Cloud**](https://www.youtube.com/playlist?list=PLXb5972EMl4BfKVDMaJH6Pg9SI6q_HqMg) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* @@ -2161,21 +2161,20 @@ Resources indexed by their primary source language or document format. - **(2023)** [**devblogs.microsoft.com/devops: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform**](https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**learnk8s.io/terraform-aks 🌟**](https://learnkube.com/terraform-aks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**techcommunity.microsoft.com: Implement Azure landing zones with HashiCorp Terraform**](https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2022)** [**aws.amazon.com: Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD**](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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./mlops.md)* - **(2022)** [**nedinthecloud.com: Replacing The Template Cloudinit Config Data Source**](https://nedinthecloud.com/2022/01/18/replacing-the-template_cloudinit_config-data-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [**infoq.com: Terraform 1.3 Release Introduces Simplified Refactoring Experience 🌟**](https://www.infoq.com/news/2022/09/terraform-simplified-refactoring) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [**digitalocean.com: How To Structure a Terraform Project 🌟**](https://www.digitalocean.com/community/tutorials/how-to-structure-a-terraform-project) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [**youtube - freecodecamp.org: Learn Terraform (and AWS) by Building a Dev Environment – Full Course for Beginners**](https://www.youtube.com/watch?v=iRaai1IBlB0) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [**dev.to/kubestack: A Better Way to Provision Kubernetes Resources Using Terraform 🌟**](https://dev.to/kubestack/a-better-way-to-provision-kubernetes-resources-using-terraform-355n) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2022)** [**aws.amazon.com: Promote pipelines in a multi-environment setup using Amazon SageMaker Model Registry, HashiCorp Terraform, GitHub, and Jenkins CI/CD**](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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./mlops.md)* - **(2021)** [**segmentio/stack**](https://github.com/segmentio/stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2019)** [**theburningmonk.com: Making Terraform and Serverless framework work together**](https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2019)** [**theburningmonk.com: Making Terraform and Serverless framework work together**](https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./serverless.md)* - **(2026)** [github.com/rancherfederal/rke2-aws-tf](https://github.com/ranchergovernment/rke2-aws-tf) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)* - **(2024)** [registry.terraform.io: Data Source: azurerm_ip_groups (new)](https://registry.terraform.io/providers/hashicorp/Azurerm/latest/docs/data-sources/ip_groups) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [github.com/Azure/terraform-azurerm-aks](https://github.com/Azure/terraform-azurerm-aks) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [techcommunity.microsoft.com: How to deploy a production-ready AKS cluster with Terraform verified module](https://techcommunity.microsoft.com/discussions/azurepartners/how-to-deploy-a-production-ready-aks-cluster-with-terraform-verified-module/4122013) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [awscc](https://registry.terraform.io/providers/hashicorp/awscc/latest) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [k3s_hetzner](https://gitlab.com/k3s_hetzner/k3s_hetzner) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)* - - **(2023)** [github.com/maddevsio/aws-eks-base: Boilerplate for a basic AWS infrastructure' with EKS cluster 🌟](https://github.com/maddevsio/aws-eks-base) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [bitslovers.com: Terraform Output – What you should know](https://www.bitslovers.com/terraform-output) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [tekanaid.com: Terraform for Beginners – A Beginner’s Guide to Automating Cloud Infrastructure 🌟](https://tekanaid.com/posts/terraform-for-beginners-course-and-training) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [build5nines.com: Why HashiCorp Terraform is Essential for SREs and DevOps Engineers](https://build5nines.com/why-hashicorp-terraform-is-essential-for-sres-and-devops-engineers) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* @@ -2190,11 +2189,11 @@ Resources indexed by their primary source language or document format. - **(2023)** [youtube: Terraform Tutorial for beginners | AWS Infrastructure as Code | Github Actions 🌟](https://www.youtube.com/playlist?list=PLlvAxgO7JdIXAzHx887zl-4no4X-CtiFu) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [env0.com: How to Use Terraform Providers](https://www.env0.com/blog/how-to-use-terraform-providers) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [thomasthornton.cloud: Deploying Azure AKS GitOps Flux extension with Terraform](https://thomasthornton.cloud/deploying-azure-aks-gitops-flux-extension-with-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2023)** [github.com/maddevsio/aws-eks-base: Boilerplate for a basic AWS infrastructure' with EKS cluster 🌟](https://github.com/maddevsio/aws-eks-base) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [porscheofficial/terraform-aws-ecr-watch](https://github.com/porscheofficial/terraform-aws-ecr-watch) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [github.com/kaysalawu/azure-network-terraform: Azure Network Architecture' - Terraform Examples 🌟](https://github.com/kaysalawu/azure-network-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2022)** [unixarena.com: Terraform – Source credentials from AWS secret Manager](https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./devsecops.md)* - - **(2022)** [build5nines.com: Terraform: Create an AKS Cluster 🌟](https://build5nines.com/terraform-create-an-aks-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2022)** [BishopFox/iam-vulnerable](https://github.com/BishopFox/iam-vulnerable) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)* + - **(2022)** [unixarena.com: Terraform – Source credentials from AWS secret Manager](https://unixarena.com/2022/04/terraform-source-credentials-from-aws-secret-manager.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2022)** [serhii.vasylenko.info: Some Techniques to Enhance Your Terraform Proficiency](https://devdosvid.blog/2022/01/16/some-techniques-to-enhance-your-terraform-proficiency) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [acloudguru.com: 5 things we love about Terraform](https://www.pluralsight.com/resources/blog/cloud/5-things-we-love-about-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [dev.to: Using Terraform To Manage Infrastructure Resources | Pavan Belagatti](https://dev.to/pavanbelagatti/using-terraform-to-manage-infrastructure-resources-32da) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* @@ -2204,10 +2203,11 @@ Resources indexed by their primary source language or document format. - **(2022)** [infoq.com: Elastic Releases Terraform Providers for the Elastic Stack and Elastic Cloud](https://www.infoq.com/news/2022/01/elastic-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [prcode.co.uk: Terraform Code Quality](https://prcode.co.uk/2022/02/08/terraform-code-quality) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [thomasthornton.cloud: Building and deploying to an AKS cluster using Terraform and Azure DevOps with Kubernetes and Helm providers](https://thomasthornton.cloud/building-and-deploying-to-an-aks-cluster-using-terraform-and-azure-devops-with-kubernetes-and-helm-providers) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2022)** [build5nines.com: Terraform: Create an AKS Cluster 🌟](https://build5nines.com/terraform-create-an-aks-cluster) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2017)** [The Segment AWS Stack](https://segment.com/blog/the-segment-aws-stack) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [gruntwork-io/terragrunt-infrastructure-live-example](https://github.com/gruntwork-io/terragrunt-infrastructure-live-example) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2023)** [github.com/aws-samples: AWS Service Catalog Engine for Terraform](https://github.com/aws-samples/service-catalog-engine-for-terraform-os) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [github.com/infrahouse/terraform-aws-openvpn](https://github.com/infrahouse/terraform-aws-openvpn) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2023)** [github.com/aws-samples: AWS Service Catalog Engine for Terraform](https://github.com/aws-samples/service-catalog-engine-for-terraform-os) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [github.com/DhruvinSoni30/Terraform_multiple_modules](https://github.com/DhruvinSoni30/Terraform_multiple_modules) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [github.com/amitmavgupta/azure-terraform](https://github.com/amitmavgupta/azure-terraform) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [dev.to: Deploy Kubernetes Resources in Minikube cluster using Terraform](https://dev.to/chefgs/deploy-kubernetes-resources-in-minikube-cluster-using-terraform-1p8o) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)* @@ -2270,8 +2270,8 @@ Resources indexed by their primary source language or document format. Click to view 36 resources under Html Content - **(2022)** [==CKAD-Bookmarks==](https://github.com/reetasingh/CKAD-Bookmarks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HTML CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./aws.md)* - **(2026)** [**googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet**](https://cloud.google.com/products) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)* + - **(2026)** [**docs.aws.amazon.com: Actions, resources, and condition keys for AWS services 🌟🌟🌟**](https://docs.aws.amazon.com/service-authorization/latest/reference/reference_policies_actions-resources-contextkeys.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [**computingforgeeks.com: Kubectl Cheat Sheet for Kubernetes Admins & CKA Exam Prep**](https://computingforgeeks.com/kubectl-cheat-sheet-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [**komodor.com: The Ultimate Kubectl Cheat Sheet 🌟**](https://komodor.com/learn/the-ultimate-kubectl-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [**blog.gitguardian.com: Docker Security Best Practices & Cheat Sheet 🌟**](https://blog.gitguardian.com/how-to-improve-your-docker-containers-security-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* @@ -2288,7 +2288,7 @@ Resources indexed by their primary source language or document format. - **(2023)** [bluematador.com: kubectl cheatsheet](https://www.bluematador.com/learn/kubectl-cheatsheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2023)** [dev.to/msfaizi: Kubernetes Cheatsheet: Essential Commands and Concepts for Efficient Container Orchestration](https://dev.to/msfaizi/kubernetes-cheatsheet-essential-commands-and-concepts-for-efficient-container-orchestration-201n) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2023)** [Sourcetree Cheat Sheet](https://kapeli.com/cheat_sheets/Sourcetree.docset/Contents/Resources/Documents/index) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2023)** [redhat-scholars: istio-tutorial 🌟](https://github.com/redhat-scholars/istio-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./istio.md)* + - **(2023)** [redhat-scholars: istio-tutorial 🌟](https://github.com/redhat-scholars/istio-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./demos.md)* - **(2022)** [learncloudnative.com: Kubernetes CLI (kubectl) tips you didn't know about](https://learncloudnative.com/blog/2022-05-10-kubectl-tips) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2021)** [opensource.com: Learn essential Kubernetes commands with a new cheat sheet](https://opensource.com/article/21/5/kubernetes-cheat-sheet) 🌟🌟🌟 [LEGACY] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2020)** [opensource.com: 9 kubectl commands sysadmins need to know 🌟](https://opensource.com/article/20/5/kubectl-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)* @@ -2396,14 +2396,7 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 452 resources under Java Content - - **(2026)** [==Awesome Java 🌟==](https://github.com/akullpp/awesome-java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [==Awesome JMeter==](https://github.com/aliesbelik/awesome-jmeter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [==JUnit==](https://junit.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./qa.md)* - - **(2026)** [==apache/dolphinscheduler: Apache DolphinScheduler 🌟==](https://github.com/apache/dolphinscheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2026)** [==onedev==](https://github.com/theonedev/onedev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - - **(2026)** [==keycloak.org==](https://www.keycloak.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)* - - **(2026)** [==jib==](https://github.com/GoogleContainerTools/jib) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./docker.md)* - - **(2026)** [==jmeter.apache.org==](https://jmeter.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2026)** [==github: Spring Cloud Kubernetes 🌟==](https://github.com/spring-cloud/spring-cloud-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* - **(2026)** [==Pipeline: SCM Step (workflow-scm-step)==](https://www.jenkins.io/doc/pipeline/steps/workflow-scm-step) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [==git-plugin 🌟==](https://github.com/jenkinsci/git-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [==Warnings Next Generation 🌟==](https://plugins.jenkins.io/warnings-ng) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* @@ -2414,78 +2407,85 @@ Resources indexed by their primary source language or document format. - **(2026)** [==Role-based Authorization Strategy 🌟==](https://plugins.jenkins.io/role-strategy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [==SonarQube Scanner 🌟==](https://plugins.jenkins.io/sonar) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [==kubernetes-plugin: Kubernetes plugin for Jenkins 🌟==](https://github.com/jenkinsci/kubernetes-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2026)** [==github: Spring Cloud Kubernetes 🌟==](https://github.com/spring-cloud/spring-cloud-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==PlantUML==](https://plantuml.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - - **(2026)** [==codecentric's Spring Boot Admin UI 🌟==](https://github.com/codecentric/spring-boot-admin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==github.com/spring-projects: springboot enables these probes automatically when running in k8s==](https://github.com/spring-projects/spring-boot#L73) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==Spring Cloud==](https://spring.io/projects/spring-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==cloud.spring.io: Spring Cloud Vault 🌟==](https://cloud.spring.io/spring-cloud-vault/reference/html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==quarkus.io==](https://quarkus.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==logbook==](https://github.com/zalando/logbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==GoodforGod/java-logger-benchmark==](https://github.com/GoodforGod/java-logger-benchmark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==jfrunit==](https://github.com/moditect/jfrunit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==Helidon.io==](https://helidon.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2026)** [==Spring Cloud Gateway==](https://spring.io/projects/spring-cloud-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./developerportals.md)* + - **(2026)** [==Awesome JMeter==](https://github.com/aliesbelik/awesome-jmeter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [==Awesome Java 🌟==](https://github.com/akullpp/awesome-java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [==jmeter.apache.org==](https://jmeter.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2026)** [==apache/dolphinscheduler: Apache DolphinScheduler 🌟==](https://github.com/apache/dolphinscheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2026)** [==onedev==](https://github.com/theonedev/onedev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* + - **(2026)** [==keycloak.org==](https://www.keycloak.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)* + - **(2026)** [==jib==](https://github.com/GoogleContainerTools/jib) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./docker.md)* + - **(2026)** [==JUnit==](https://junit.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./qa.md)* - **(2026)** [==Apache Kafka==](https://kafka.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [==AKHQ (previously known as KafkaHQ) 🌟==](https://github.com/tchiotludo/akhq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [==**Debezium**:==](https://debezium.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [==strimzi.io==](https://strimzi.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [==Apache Flink==](https://flink.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2026)** [==Sonarqube.org==](https://www.sonarsource.com/products/sonarqube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./sonarqube.md)* + - **(2026)** [==Spring Cloud Gateway==](https://spring.io/projects/spring-cloud-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./developerportals.md)* - **(2026)** [==github.com/kubernetes-client/java: Kubernetes Java Client==](https://github.com/kubernetes-client/java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)* - - **(2026)** [==OpenAPI Generator 🌟==](https://openapi-generator.tech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./api.md)* - **(2026)** [==maven.apache.org==](https://maven.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - **(2026)** [==Maven Surefire Report Plugin==](https://maven.apache.org/surefire/maven-surefire-report-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - **(2026)** [==Apache Maven Dependency Analyzer==](https://maven.apache.org/shared/maven-dependency-analyzer/index.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - **(2026)** [==Apache Maven Checkstyle Plugin==](https://maven.apache.org/plugins/maven-checkstyle-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - **(2026)** [==Apache Maven Javadoc Plugin==](https://maven.apache.org/plugins/maven-javadoc-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - - **(2025)** [==testcontainers-spring-boot 🌟==](https://github.com/PlaytikaOSS/testcontainers-spring-boot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2025)** [==Jenkins Configuration as Code==](https://www.jenkins.io/projects/jcasc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./about.md)* - - **(2025)** [==github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool==](https://github.com/awslabs/amazon-s3-tar-tool) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./aws.md)* + - **(2026)** [==OpenAPI Generator 🌟==](https://openapi-generator.tech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./api.md)* + - **(2026)** [==PlantUML==](https://plantuml.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2026)** [==Spring Cloud==](https://spring.io/projects/spring-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==cloud.spring.io: Spring Cloud Vault 🌟==](https://cloud.spring.io/spring-cloud-vault/reference/html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==github.com/spring-projects: springboot enables these probes automatically when running in k8s==](https://github.com/spring-projects/spring-boot#L73) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==quarkus.io==](https://quarkus.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==codecentric's Spring Boot Admin UI 🌟==](https://github.com/codecentric/spring-boot-admin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==logbook==](https://github.com/zalando/logbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==GoodforGod/java-logger-benchmark==](https://github.com/GoodforGod/java-logger-benchmark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==jfrunit==](https://github.com/moditect/jfrunit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==Helidon.io==](https://helidon.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [==Sonarqube.org==](https://www.sonarsource.com/products/sonarqube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./sonarqube.md)* + - **(2025)** [==Jenkins Configuration as Code==](https://www.jenkins.io/projects/jcasc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2025)** [==Spring PetClinic Microservices==](https://github.com/spring-petclinic/spring-petclinic-microservices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* - **(2025)** [==Kubernetes CLI 🌟==](https://plugins.jenkins.io/kubernetes-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [==Amazon EC2 plugin==](https://plugins.jenkins.io/ec2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [==pipeline-graph-view-plugin 🌟==](https://github.com/jenkinsci/pipeline-graph-view-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [==CloudBees AWS Credentials 🌟==](https://plugins.jenkins.io/aws-credentials) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2025)** [==Spring PetClinic Microservices==](https://github.com/spring-petclinic/spring-petclinic-microservices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* + - **(2025)** [==testcontainers-spring-boot 🌟==](https://github.com/PlaytikaOSS/testcontainers-spring-boot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2025)** [==github.com/awslabs/amazon-s3-tar-tool: Amazon S3 Tar Tool==](https://github.com/awslabs/amazon-s3-tar-tool) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [==apache/maven-mvnd==](https://github.com/apache/maven-mvnd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - - **(2024)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)* - - **(2024)** [==robot-plugin: Robot Framework Plugin==](https://github.com/jenkinsci/robot-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [==github.com/spring-petclinic/spring-petclinic-kubernetes 🌟==](https://github.com/spring-petclinic/spring-petclinic-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* - **(2024)** [==aws-samples/serverless-java-frameworks-samples: Lambda demo with common' Java application frameworks 🌟==](https://github.com/aws-samples/serverless-java-frameworks-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* - - **(2024)** [==Artemis Prometheus Metrics Plugin==](https://github.com/rh-messaging/artemis-prometheus-metrics-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)* + - **(2024)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2024)** [==robot-plugin: Robot Framework Plugin==](https://github.com/jenkinsci/robot-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2024)** [==Apache Artemis JMeter==](https://github.com/apache/artemis) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2023)** [==Kubernetes Continuous Deploy==](https://plugins.jenkins.io/kubernetes-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - - **(2023)** [==Kafdrop – Kafka Web UI 🌟==](https://github.com/obsidiandynamics/kafdrop) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2024)** [==Artemis Prometheus Metrics Plugin==](https://github.com/rh-messaging/artemis-prometheus-metrics-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2023)** [==github.com/spring-projects/spring-petclinic==](https://github.com/spring-projects/spring-petclinic) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* + - **(2023)** [==Kubernetes Continuous Deploy==](https://plugins.jenkins.io/kubernetes-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2023)** [==github - fabric8, maven plugin==](https://github.com/fabric8io/fabric8-maven-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* + - **(2023)** [==Kafdrop – Kafka Web UI 🌟==](https://github.com/obsidiandynamics/kafdrop) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2023)** [==spring.io: spring boot with docker==](https://spring.io/guides/gs/spring-boot-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - **(2023)** [==learnk8s.io: Developing and deploying Spring Boot microservices on Kubernetes==](https://learnkube.com/spring-boot-kubernetes-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* - - **(2023)** [==github - fabric8, maven plugin==](https://github.com/fabric8io/fabric8-maven-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - - **(2022)** [==openshift-pipeline==](https://plugins.jenkins.io/openshift-pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)* - - **(2022)** [==openshift-sync==](https://plugins.jenkins.io/openshift-sync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)* - - **(2022)** [==openshift-client==](https://plugins.jenkins.io/openshift-client) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)* + - **(2022)** [==openshift-pipeline==](https://plugins.jenkins.io/openshift-pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2022)** [==openshift-sync==](https://plugins.jenkins.io/openshift-sync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2022)** [==openshift-client==](https://plugins.jenkins.io/openshift-client) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [==Continuation Passing Style (CPS)==](https://github.com/cloudbees/groovy-cps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [==Pull Request Monitoring 🌟==](https://github.com/jenkinsci/pull-request-monitoring-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2018)** [==github.com/cinhtau/sonatype-nexus-waffle==](https://github.com/cinhtau/sonatype-nexus-waffle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./registries.md)* - - **(2026)** [**TestNG**](https://testng.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.md)* - - **(2026)** [**learn.microsoft.com: Configure a Java app for Azure App Service**](https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./azure.md)* + - **(2026)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [**GitHub Branch Source Plugin:**](https://plugins.jenkins.io/github-branch-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [**commjoen/wrongsecrets: OWASP WrongSecrets**](https://github.com/commjoen/wrongsecrets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)* - - **(2026)** [**HBase.apache.org**](https://hbase.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* - - **(2026)** [**Hive.apache.org**](https://hive.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* - - **(2026)** [**Apache Drill**](https://drill.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* - - **(2026)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2026)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2026)** [**github.com/openliberty**](https://github.com/openliberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)* - - **(2026)** [**Spring Cloud Config Server: Git Backend**](https://cloud.spring.io/spring-cloud-config/reference/html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [**TestNG**](https://testng.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.md)* - **(2026)** [****Apicurio** Registry**](https://github.com/apicurio/apicurio-registry) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [**Apache ActiveMQ Artemis broker**](https://artemis.apache.org/components/artemis) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [**Red Hat AMQ**](https://www.redhat.com/en/technologies/jboss-middleware/amq) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [**Apache Pulsar**](https://pulsar.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [**ksqlDB**](https://www.confluent.io/product/ksqldb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2026)** [**Apache Maven Changelog Plugin**](https://maven.apache.org/plugins/maven-changelog-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)* - - **(2025)** [**Jenkins CLI**](https://www.jenkins.io/doc/book/managing/cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./about.md)* - - **(2025)** [**How Kruize Optimizes OpenShift Workloads**](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2026)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./api.md)* + - **(2026)** [**Spring Cloud Config Server: Git Backend**](https://cloud.spring.io/spring-cloud-config/reference/html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)* + - **(2026)** [**learn.microsoft.com: Configure a Java app for Azure App Service**](https://learn.microsoft.com/en-us/azure/app-service/configure-language-java-deploy-run) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./azure.md)* + - **(2026)** [**github.com/openliberty**](https://github.com/openliberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)* + - **(2026)** [**HBase.apache.org**](https://hbase.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* + - **(2026)** [**Hive.apache.org**](https://hive.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* + - **(2026)** [**Apache Drill**](https://drill.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)* + - **(2025)** [**Jenkins CLI**](https://www.jenkins.io/doc/book/managing/cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2025)** [**How Kruize Optimizes OpenShift Workloads**](https://developers.redhat.com/articles/2025/06/25/how-kruize-optimizes-openshift-workloads) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./openshift.md)* - **(2025)** [**Git Forensics**](https://plugins.jenkins.io/git-forensics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [**Code Average API**](https://plugins.jenkins.io/code-coverage-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [**Allure 🌟**](https://plugins.jenkins.io/allure-jenkins-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)* @@ -2522,34 +2522,34 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 138 resources under Javascript Content + - **(2026)** [==Newman==](https://github.com/postmanlabs/newman) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)* + - **(2026)** [==PM2==](https://github.com/Unitech/pm2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)* - **(2026)** [==Screwdriver API==](https://github.com/screwdriver-cd/screwdriver) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2026)** [==yokawasa/action-setup-kube-tools==](https://github.com/yokawasa/action-setup-kube-tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2026)** [==serverless.com: Serverless Framework==](https://www.serverless.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./serverless.md)* - - **(2026)** [==PM2==](https://github.com/Unitech/pm2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)* - - **(2026)** [==diagrams.net==](https://www.drawio.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - - **(2026)** [==Newman==](https://github.com/postmanlabs/newman) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)* - **(2026)** [==Socket.io==](https://socket.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)* - - **(2025)** [==github.com/Azure-Samples/azure-load-testing-samples 🌟==](https://github.com/Azure-Samples/azure-load-testing-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* + - **(2026)** [==diagrams.net==](https://www.drawio.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2025)** [==kubebox==](https://github.com/astefanutti/kubebox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [==skooner - Kubernetes Dashboard==](https://github.com/skooner-k8s/skooner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [==ndpsoftware.com: Interactive git cheat sheet 🌟==](https://ndpsoftware.com/git-cheatsheet.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [==draw.io==](https://app.diagrams.net) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2025)** [==kubernetes.io: Diagram Guide - Mermaid JavaScript library 🌟==](https://kubernetes.io/docs/contribute/style/diagram-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - - **(2024)** [==Azure DevOps Dashboard==](https://github.com/cschotte/Azure-DevOps-Dashboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* - - **(2024)** [==github.com/nicolgit/azure-firewall-mon: az-firewall-mon==](https://github.com/nicolgit/azure-firewall-mon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* + - **(2025)** [==github.com/Azure-Samples/azure-load-testing-samples 🌟==](https://github.com/Azure-Samples/azure-load-testing-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [==Portfall: A desktop k8s port-forwarding portal for easy access to all your cluster UIs 🌟==](https://github.com/Rested/portfall) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2024)** [==crontab.guru 🌟==](https://crontab.guru) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2024)** [==Azure DevOps Dashboard==](https://github.com/cschotte/Azure-DevOps-Dashboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* + - **(2024)** [==github.com/nicolgit/azure-firewall-mon: az-firewall-mon==](https://github.com/nicolgit/azure-firewall-mon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [==automationqahub.com: How to get started with Appium 2.0==](https://automationqahub.com/how-to-do-mobile-automation-using-appium-2-0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2022)** [==kubergui: Kubernetes Deployment Builder🌟==](https://github.com/BrandonPotter/kubergui) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2021)** [==zx==](https://github.com/google/zx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./linux.md)* - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)* + - **(2021)** [==zx==](https://github.com/google/zx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./linux.md)* - **(2020)** [==github.com/aws-samples/aws-training-demo==](https://github.com/amazon-archives/aws-training-demo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)* - **(2019)** [==github.com/clvx/k8s-rbac-model: Kubernetes RBAC Model==](https://github.com/clvx/k8s-rbac-model) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-security.md)* - **(2016)** [==auchenberg/volkswagen==](https://github.com/auchenberg/volkswagen) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./qa.md)* - **(2026)** [**Live Server:**](https://marketplace.visualstudio.com/items?itemName=ritwickdey.LiveServer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2025)** [**gitexplorer.com: Git Command Explorer 🌟🌟**](https://gitexplorer.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [**former2.com**](https://former2.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-iac.md)* - - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)* - **(2024)** [**draw.io**](https://drawio-app.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2023)** [**experitest.com: Start Automating your mobile tests with Cucumber and Appium**](https://digital.ai/products/continuous-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2023)** [**geeksforgeeks.org: REST API Architectural Constraints**](https://www.geeksforgeeks.org/javascript/rest-api-architectural-constraints) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)* @@ -2560,42 +2560,43 @@ Resources indexed by their primary source language or document format. - **(2024)** [edotor.net](https://edotor.net) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [dreampuf.github.io/GraphvizOnline](https://dreampuf.github.io/GraphvizOnline) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [graphviz.online](https://graphviz.online) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2023)** [learnk8s/xlskubectl](https://github.com/learnk8s/xlskubectl) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2023)** [learnk8s/xlskubectl](https://github.com/learnk8s/xlskubectl) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./finops.md)* - **(2022)** [onecloudplease.com: Console Recorder for AWS](https://onecloudplease.com/project/console-recorder) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-iac.md)* - **(2021)** [openvim.com](https://openvim.com) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./linux.md)* - **(2021)** [dev.to: Make your own API under 30 lines of code 🌟](https://dev.to/shreyazz/make-your-own-api-under-30-lines-of-code-4doh) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)* - **(2021)** [openapi-comment-parser](https://github.com/bee-travels/openapi-comment-parser) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)* - **(2026)** [github.com/oslabs-beta/ClusterWatch](https://github.com/oslabs-beta/ClusterWatch) 🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [MagTape](https://github.com/tmobile/magtape) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./securityascode.md)* - - **(2022)** [nirops/yakiapp](https://github.com/vivekagate/yakiapp) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2022)** [autodraw.com](https://www.autodraw.com) 🌟🌟 [EMERGING] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2022)** [nirops/yakiapp](https://github.com/vivekagate/yakiapp) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2021)** [KUR8 🌟](https://github.com/oslabs-beta/KUR8) 🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2026)** [docs.amplify.aws: Set up Amplify Auth](https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* + - **(2026)** [pipeline-graph-view 🌟](https://plugins.jenkins.io/pipeline-graph-view) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2026)** [Markdown Tables Generator](https://www.tablesgenerator.com/markdown_tables) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)* - **(2026)** [readme.so](https://readme.so) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)* - - **(2026)** [pipeline-graph-view 🌟](https://plugins.jenkins.io/pipeline-graph-view) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2026)** [Rocket Chat](https://www.rocket.chat) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)* + - **(2026)** [Obsidian](https://obsidian.md) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)* + - **(2026)** [docs.amplify.aws: Set up Amplify Auth](https://docs.amplify.aws/javascript/build-a-backend/auth/set-up-auth) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* + - **(2026)** [cidr.xyz 🌟](https://cidr.xyz) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)* + - **(2026)** [http.cat 🌟](https://http.cat) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)* - **(2026)** [digitalocean.com: Understanding the DOM β€” Document Object Model eBook](https://www.digitalocean.com/community/books/understanding-the-dom-document-object-model-ebook) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - **(2026)** [freecodecamp.org: JavaScript DOM Tutorial – How to Build a Calculator App' in JS](https://www.freecodecamp.org/news/javascript-dom-build-a-calculator-app) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - **(2026)** [freecodecamp.org: How the Document Object Model Works in JavaScript – DOM' Tutorial for Beginners](https://www.freecodecamp.org/news/javascript-dom) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - - **(2026)** [Rocket Chat](https://www.rocket.chat) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)* - - **(2026)** [Obsidian](https://obsidian.md) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)* - - **(2026)** [cidr.xyz 🌟](https://cidr.xyz) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)* - - **(2026)** [http.cat 🌟](https://http.cat) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)* - - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devops.md)* + - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)* - **(2025)** [The Ultimate DevOps Tool Chest 🌟](https://digital.ai/learn/diagram-generator) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devops.md)* + - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./web-servers.md)* - **(2025)** [cloudcraft.co](https://www.cloudcraft.co) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./digitalocean.md)* + - **(2024)** [jenkins-version](https://github.com/jenkins-infra/jenkins-version) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* + - **(2024)** [Blue Ocean Pipeline Editor](https://plugins.jenkins.io/blueocean-pipeline-editor) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [youcanbook.me](https://youcanbook.me) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)* - **(2024)** [Acuity Scheduling](https://acuityscheduling.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)* - **(2024)** [Doodle](https://doodle.com/en) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)* - - **(2024)** [jenkins-version](https://github.com/jenkins-infra/jenkins-version) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2024)** [Blue Ocean Pipeline Editor](https://plugins.jenkins.io/blueocean-pipeline-editor) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2024)** [Port of Firefox's JSON Viewer](https://chromewebstore.google.com/detail/json-viewer/efknglbfhoddmmfabeihlemgekhhnabb) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./ChromeDevTools.md)* - - **(2023)** [freecodecamp.org: How to Get Started With React – A Beginner's Guide](https://www.freecodecamp.org/news/get-started-with-react-for-beginners) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2023)** [blog.postman.com: Introducing the Secret Variable Type in Postman](https://blog.postman.com/introducing-secret-variable-type-in-postman) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)* - **(2023)** [Debuild](https://debuild.co) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devops.md)* - - **(2023)** [freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding with React, Vite, and TailwindCSS](https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)* + - **(2023)** [Chrome Extension](https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2023)** [oslabs-beta/Palaemon](https://github.com/oslabs-beta/Palaemon) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2023)** [developers.redhat.com: Node.js Cheat Sheet](https://developers.redhat.com/cheat-sheets/nodejs-cheat-sheet) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2023)** [freecodecamp.org: How to Build a GitHub Template Repository for Scaffolding with React, Vite, and TailwindCSS](https://www.freecodecamp.org/news/create-a-github-template-repository-with-react-vite-and-tailwindcss) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)* - **(2023)** [itsopensource.com: How to Reduce Node Docker Image Size by 10X](https://itsopensource.com/how-to-reduce-node-docker-image-size-by-ten-times) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./docker.md)* - **(2023)** [clickittech.com: The Ultimate Docker Security Best Practices for Your Node.js Application](https://www.clickittech.com/devops/docker-security-best-practices) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./docker.md)* - **(2023)** [Prettier:](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* @@ -2605,23 +2606,22 @@ Resources indexed by their primary source language or document format. - **(2023)** [Babel JavaScript](https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2023)** [Extension of the Week: Prettier](https://www.youtube.com/shorts/dDtueNAFELo) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2023)** [the-aks-checklist.com: The Azure Kubernetes Service Checklist 🌟🌟🌟](https://www.the-aks-checklist.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - - **(2023)** [Chrome Extension](https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2023)** [blog.postman.com: Introducing the Secret Variable Type in Postman](https://blog.postman.com/introducing-secret-variable-type-in-postman) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)* - - **(2022)** [dev.to: How to add In-App notifications to any web app!](https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - - **(2022)** [freecodecamp.org: HTTP Networking in JavaScript –Handbook for Beginners](https://www.freecodecamp.org/news/http-full-course) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - - **(2022)** [web.dev/explore/react](https://web.dev/explore/react) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - - **(2022)** [smashingmagazine.com: Testing Pipeline 101 For Frontend Testing](https://www.smashingmagazine.com/2022/02/testing-pipeline-101-frontend-testing) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./qa.md)* - - **(2022)** [dev.to: Automatic API Key rotation for Amazon Managed Grafana](https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* - - **(2022)** [blog.logrocket.com: AWS Amplify and React Native: A tutorial](https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* + - **(2023)** [freecodecamp.org: How to Get Started With React – A Beginner's Guide](https://www.freecodecamp.org/news/get-started-with-react-for-beginners) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2022)** [opensource.com: Why choose Rocket.Chat for your open source chat tool](https://opensource.com/article/22/1/rocketchat-data-privacy) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./openshift.md)* - **(2022)** [**K8bit** β€” the tiny Kubernetes dashboard 🌟](https://github.com/learnk8s/k8bit) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [Kubernetes Deployment Builder 🌟🌟](https://static.brandonpotter.com/kubernetes/DeploymentBuilder.html) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [opensource.com: JavaScript cheat sheet](https://opensource.com/downloads/javascript-cheat-sheet) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2022)** [jsoning.com](https://jsoning.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.md)* - **(2022)** [badarsebard/terraforge](https://github.com/badarsebard/terraforge) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2022)** [dev.to: Automatic API Key rotation for Amazon Managed Grafana](https://dev.to/aws-heroes/automatic-api-key-rotation-for-amazon-managed-grafana-2h68) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* + - **(2022)** [blog.logrocket.com: AWS Amplify and React Native: A tutorial](https://blog.logrocket.com/aws-amplify-react-native-tutorial-examples) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws.md)* + - **(2022)** [smashingmagazine.com: Testing Pipeline 101 For Frontend Testing](https://www.smashingmagazine.com/2022/02/testing-pipeline-101-frontend-testing) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./qa.md)* + - **(2022)** [web.dev/explore/react](https://web.dev/explore/react) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2022)** [dev.to: How to add In-App notifications to any web app!](https://dev.to/novu/how-to-add-in-app-notifications-to-any-web-app-1b4n) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2022)** [freecodecamp.org: HTTP Networking in JavaScript –Handbook for Beginners](https://www.freecodecamp.org/news/http-full-course) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* - **(2022)** [freecodecamp.org: How to Setup a Basic Serverless REST API with AWS Lambda and API Gateway](https://www.freecodecamp.org/news/how-to-setup-a-basic-serverless-backend-with-aws-lambda-and-api-gateway) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.md)* - **(2022)** [How to enforce user quota on AWS AppSync with Lambda Authorizer](https://aws.amazon.com/blogs/mobile/how-to-enforce-user-quota-on-aws-appsync-with-lambda-authorizer) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.md)* - - **(2022)** [opensource.com: Why choose Rocket.Chat for your open source chat tool](https://opensource.com/article/22/1/rocketchat-data-privacy) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./openshift.md)* - - **(2021)** [dev.to: JavaScript Objects](https://dev.to/shreyazz/javascript-objects-57ob) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2021)** [youtube: Build a Music Sharing App with Amazon S3 and AWS Amplify](https://www.youtube.com/watch?v=6W2TuBDaaiI&ab_channel=AliSpittel) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)* *... and 38 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -2662,8 +2662,8 @@ Resources indexed by their primary source language or document format.
Click to view 22 resources under Json Content - - **(2024)** [==AWS WAF sample rules==](https://github.com/amazon-archives/aws-waf-sample) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2024)** [==github.com/dotdc/grafana-dashboards-kubernetes 🌟==](https://github.com/dotdc/grafana-dashboards-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* + - **(2024)** [==AWS WAF sample rules==](https://github.com/amazon-archives/aws-waf-sample) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2023)** [==Percona Grafana dashboards for MySQL and MongoDB monitoring using Prometheus 🌟==](https://github.com/percona/grafana-dashboards) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* - **(2022)** [==github.com/onzack/grafana-dashboards==](https://github.com/onzack/grafana-dashboards) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* - **(2021)** [==github.com/DevOps-Nirvana/Grafana-Dashboards==](https://github.com/DevOps-Nirvana/Grafana-Dashboards) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* @@ -2671,19 +2671,19 @@ Resources indexed by their primary source language or document format. - **(2024)** [**github.com/Azure/Microsoft-Defender-for-Cloud**](https://github.com/Azure/Microsoft-Defender-for-Cloud/tree/main/Workbooks/Network%20Security%20Dashboard) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JSON CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [github.com/datreeio/CRDs-catalog: CRDs Catalog](https://github.com/datreeio/CRDs-catalog) 🌟🌟🌟 [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2023)** [github.com/aws-samples: Service Control Policy examples](https://github.com/aws-samples/service-control-policy-examples) 🌟🌟 [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)* - - **(2026)** [Azure Quickstart Templates 🌟](https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure-resource-manager) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./azure.md)* - **(2026)** [developer.mongodb.com: MongoDB Cheat Sheet](https://www.mongodb.com/docs) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2026)** [Azure Quickstart Templates 🌟](https://learn.microsoft.com/en-us/samples/browse/?expanded=azure&products=azure-resource-manager) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [linkedin.com/pulse: Deploying Microsoft Sentinel via - ARM Template vs Terraform](https://www.linkedin.com/pulse/deploying-microsoft-sentinel-via-arm-template-vs-debac-manikandan-ychnc) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./terraform.md)* - **(2022)** [ermetic.com: Diving Deeply into IAM Policy Evaluation – Highlights from AWS re:Inforce IAM433](https://www.tenable.com/blog/diving-deeply-into-iam-policy-evaluation-highlights-from-aws-reinforce-iam433) [COMMUNITY-TOOL] [GUIDE] [JSON CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2022)** [aws.amazon.com: Scaling AWS Lambda permissions with Attribute-Based Access Control (ABAC)](https://aws.amazon.com/blogs/compute/scaling-aws-lambda-permissions-with-attribute-based-access-control-abac) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./aws-serverless.md)* + - **(2021)** [cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster Management - Customize the Grafana Dashboard](https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [dev.to/jcofman: Make VS Code better by editing and updating some settings](https://dev.to/jcofman/make-vs-code-better-by-editing-and-updating-some-settings-4m9a) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2021)** [dev.to: How to configure VSCode Bracket Pair Colors Natively](https://dev.to/amanhimself/how-to-configure-vscode-bracket-pair-colors-natively-3nl) [COMMUNITY-TOOL] [GUIDE] [JSON CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2021)** [cloud.redhat.com: How to Observe your Clusters with Red Hat Advanced Cluster Management - Customize the Grafana Dashboard](https://www.redhat.com/en/blog/how-to-observe-your-clusters-with-red-hat-advanced-cluster-management-customize-the-grafana-dashboard) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [Grafana Dashboards](https://grafana.com/grafana/dashboards) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* - **(2021)** [pulumi.com: Announcing the Pulumi REST API](https://www.pulumi.com/blog/pulumi-rest-api) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./pulumi.md)* - **(2020)** [Introducing GitHub’s OpenAPI Description](https://github.blog/news-insights/product-news/introducing-githubs-openapi-description) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./git.md)* - - **(2020)** [docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM template)](https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2020)** [github.com/mlabouardy: Grafana Dashboards](https://github.com/mlabouardy/grafana-dashboards) [LEGACY] [JSON CONTENT] β€” *Go to [Section](./grafana.md)* + - **(2020)** [docs.cloudblue.com: Deploying an AKS Cluster with Custom IP Ranges (ARM template)](https://docs.cloudblue.com/cbc/20.5/premium/content/Deployment-of-Product-to-Azure-Cloud-Guide/Deploying-AKS-Cluster-with-Custom-IP-Ranges.htm) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
@@ -2696,7 +2696,7 @@ Resources indexed by their primary source language or document format.
Click to view 5 resources under Jsonnet Content - - **(2026)** [==kube-prometheus==](https://github.com/prometheus-operator/kube-prometheus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./prometheus.md)* + - **(2026)** [==kube-prometheus==](https://github.com/prometheus-operator/kube-prometheus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)* - **(2026)** [==jsonnet data templating language==](https://github.com/google/jsonnet/tree/master/case_studies/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2025)** [==Cluster Monitoring stack for ARM / X86-64 platforms==](https://github.com/carlosedp/cluster-monitoring) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2022)** [==slo-libsonnet==](https://github.com/metalmatze/slo-libsonnet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./prometheus.md)* @@ -2729,10 +2729,10 @@ Resources indexed by their primary source language or document format.
Click to view 5 resources under Kql Content + - **(2024)** [**techcommunity.microsoft.com: Advanced Network Observability for your Azure Kubernetes Service clusters through Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [KQL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2024)** [**techcommunity.microsoft.com: Azure Monitor Logs Next Evolution: Multi-tier logging**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/azure-monitor-logs-next-evolution-multi-tier-logging/4200871) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [KQL CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [**techcommunity.microsoft.com: How To Monitor Your Multi-Tenant Solution on Azure With Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/how-to-monitor-your-multi-tenant-solution-on-azure-with-azure-monitor/4042140) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [KQL CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [**techcommunity.microsoft.com: Azure Orphan Resources Grafana Dashboard**](https://techcommunity.microsoft.com/discussions/azurepartners/azure-orphan-resources-grafana-dashboard/4120303) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [KQL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2024)** [**techcommunity.microsoft.com: Advanced Network Observability for your Azure Kubernetes Service clusters through Azure Monitor**](https://techcommunity.microsoft.com/blog/azureobservabilityblog/advanced-network-observability-for-your-azure-kubernetes-service-clusters-throug/4176736) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [KQL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2024)** [havanrijn.wordpress.com: Don’t let Azure Log Analytics break the bank](https://havanrijn.wordpress.com/2024/04/01/dont-let-azure-log-analytics-break-the-bank) 🌟🌟🌟 [COMMUNITY-TOOL] [KQL CONTENT] β€” *Go to [Section](./azure.md)*
@@ -2771,31 +2771,31 @@ Resources indexed by their primary source language or document format. ## Markdown Content {#markdown-content}
-Click to view top 100 of 346 resources under Markdown Content +Click to view top 100 of 348 resources under Markdown Content - - **(2026)** [==AWS Account Set Up 🌟==](https://github.com/openshift/installer/blob/main/docs/user/aws/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)* + - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* - **(2026)** [==Awesome Kubectl plugins==](https://github.com/ishantanu/awesome-kubectl-plugins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2026)** [==AWS Account Set Up 🌟==](https://github.com/openshift/installer/blob/main/docs/user/aws/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)* + - **(2026)** [==OLM Arquitecture==](https://github.com/operator-framework/operator-lifecycle-manager/blob/master/doc/design/architecture.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)* - **(2026)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-tools.md)* + - **(2026)** [==github.com/Ileriayo/markdown-badges: Markdown Badges==](https://github.com/Ileriayo/markdown-badges) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)* + - **(2026)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)* + - **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2026)** [==cheatsheetseries.owasp.org: OWASP Cheat Sheet Series 🌟🌟==](https://cheatsheetseries.owasp.org/index.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [==The Open Guide to Amazon Web Services==](https://github.com/open-guides/og-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)* - **(2026)** [==aws/containers-roadmap: AWS Containers Roadmap==](https://github.com/aws/containers-roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)* - **(2026)** [==Microsoft REST API Guidelines 🌟🌟🌟==](https://github.com/microsoft/api-guidelines/blob/vNext/Guidelines.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)* - - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)* - - **(2026)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2026)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)* - - **(2026)** [==cheatsheetseries.owasp.org: OWASP Cheat Sheet Series 🌟🌟==](https://cheatsheetseries.owasp.org/index.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2026)** [==github.com/Ileriayo/markdown-badges: Markdown Badges==](https://github.com/Ileriayo/markdown-badges) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)* - - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)* - - **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - - **(2025)** [==github.com/shuaibiyy/awesome-terraform==](https://github.com/shuaibiyy/awesome-tf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.md)* - - **(2025)** [==github.com: Docker cheat Sheet==](https://github.com/wsargent/docker-cheat-sheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* - **(2025)** [==github.com/kubernetes: Kubernetes Scalability thresholds==](https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-limits/thresholds.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2025)** [==github.com/shuaibiyy/awesome-terraform==](https://github.com/shuaibiyy/awesome-tf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2025)** [==github.com: Docker cheat Sheet==](https://github.com/wsargent/docker-cheat-sheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2024)** [==LeCoupa/awesome-cheatsheets==](https://github.com/LeCoupa/awesome-cheatsheets) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2024)** [==The Google Cloud Developer's Cheat Sheet 🌟==](https://github.com/priyankavergadia/google-cloud-4-words) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2023)** [==mikeroyal/Kubernetes-Guide: Kubernetes Guide 🌟==](https://github.com/mikeroyal/Kubernetes-Guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==@sindresorhus' Awesome==](https://github.com/sindresorhus/awesome) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==@ramitsurana' Awesome Kubernetes==](https://ramitsurana.github.io/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==tomhuang12: Awesome Kubernetes Resources==](https://github.com/tomhuang12/awesome-k8s-resources) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* @@ -2810,71 +2810,71 @@ Resources indexed by their primary source language or document format. - **(2023)** [==Awesome Productivity==](https://github.com/jyguyomarch/awesome-productivity) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==Awesome Linux==](https://github.com/inputsh/awesome-linux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==Awesome Scalability==](https://github.com/binhnguyennus/awesome-scalability) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2023)** [==mikeroyal/Kubernetes-Guide: Kubernetes Guide 🌟==](https://github.com/mikeroyal/Kubernetes-Guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2023)** [==The Book of Secret Knowledge 🌟==](https://github.com/trimstray/the-book-of-secret-knowledge) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2023)** [==Learnk8s: Comparison of Kubernetes Ingress Controllers 🌟🌟==](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - - **(2023)** [==learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes 🌟🌟🌟==](https://learnkube.com/kubernetes-long-lived-connections) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* + - **(2023)** [==learnk8s.io: Load balancing and scaling long-lived connections in Kubernetes 🌟🌟🌟==](https://learnkube.com/kubernetes-long-lived-connections) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./servicemesh.md)* + - **(2023)** [==Learnk8s: Comparison of Kubernetes Ingress Controllers 🌟🌟==](https://docs.google.com/spreadsheets/d/191WWNpjJ2za6-nbG4ZoUMXMpUK8KlCIosvQB0f-oq3k/edit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./matrix-table.md)* - **(2022)** [==jamesbuckett/ckad-questions==](https://github.com/jamesbuckett/ckad-questions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2022)** [==Kubernetes The Hard Way: AWS Edition==](https://github.com/prabhatsharma/kubernetes-the-hard-way-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2022)** [==coderstan.com: Apache Spark on Kubernetesβ€”Lessons Learned from Launching Millions of Spark Executors (Databricks Data+AI Summit 2022)==](https://coderstan.com/2022/07/15/spark-on-kubernetes-launching-millions-of-spark-executors) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)* + - **(2021)** [==KEP-2837: Especificaciones de Recursos a Nivel de Pod==](https://github.com/kubernetes/enhancements/blob/ddf7d2a8c098e97b0714f31e88abad3b3e0e706c/keps/sig-node/2837-pod-level-resource-spec/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2021)** [==hobby-kube/guide 🌟==](https://github.com/hobby-kube/guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2021)** [==github.com/open-gitops/project 🌟==](https://github.com/open-gitops/project) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)* - **(2021)** [==github.com/cloudogu/gitops-patterns==](https://github.com/cloudogu/gitops-patterns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)* - - **(2020)** [==kubernetes.io: Kubernetes 1.20: Kubernetes Volume Snapshot Moves to GA==](https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2020)** [==react js: mithi/react-philosophies==](https://github.com/mithi/react-philosophies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)* - - **(2020)** [==ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟==](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* + - **(2020)** [==ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟==](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2020)** [==kubernetes.io: Scaling Kubernetes Networking With EndpointSlices==](https://kubernetes.io/blog/2020/09/02/scaling-kubernetes-networking-with-endpointslices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - - **(2020)** [==github.com/stackrox: Certified Kubernetes Security Specialist Study Guide' 🌟==](https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-security.md)* + - **(2020)** [==react js: mithi/react-philosophies==](https://github.com/mithi/react-philosophies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)* + - **(2020)** [==kubernetes.io: Kubernetes 1.20: Kubernetes Volume Snapshot Moves to GA==](https://kubernetes.io/blog/2020/12/10/kubernetes-1.20-volume-snapshot-moves-to-ga) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - **(2020)** [==Configure Docker Service To Use Insecure Registry==](https://github.com/Juniper/contrail-docker/wiki/Configure-docker-service-to-use-insecure-registry) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./registries.md)* + - **(2020)** [==github.com/stackrox: Certified Kubernetes Security Specialist Study Guide' 🌟==](https://github.com/stackrox/Kubernetes_Security_Specialist_Study_Guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-security.md)* - **(2019)** [==Kubernetes Security Best Practices 🌟==](https://github.com/freach/kubernetes-security-best-practice/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-security.md)* - **(2015)** [==The Art of Command Line==](https://github.com/jlevy/the-art-of-command-line) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./linux.md)* - - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)* + - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2011)** [==GitHub Flow==](https://docs.github.com/en/get-started/using-github/github-flow) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)* - - **(2026)** [**runacapital/awesome-oss-alternatives: Awesome open-source alternatives to' SaaS 🌟**](https://github.com/runacapital/awesome-oss-alternatives) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [**Awesome microservices**](https://github.com/mfornos/awesome-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)* + - **(2026)** [**Awesome GitHub Actions**](https://github.com/sdras/awesome-actions) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2026)** [**dastergon/awesome-sre**](https://github.com/dastergon/awesome-sre) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2026)** [**unixorn/awesome-zsh-plugins**](https://github.com/unixorn/awesome-zsh-plugins) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2026)** [**Awesome SysAdmin**](https://github.com/kahun/awesome-sysadmin) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [**ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟**](https://github.com/ansible-community/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2026)** [**Awesome GitHub Actions**](https://github.com/sdras/awesome-actions) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.md)* + - **(2026)** [**runacapital/awesome-oss-alternatives: Awesome open-source alternatives to' SaaS 🌟**](https://github.com/runacapital/awesome-oss-alternatives) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [**Awesome microservices**](https://github.com/mfornos/awesome-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2026)** [**ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟**](https://github.com/ansible-community/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2026)** [****Rancher 2****](https://www.rancher.com/docs/rancher/v2.x/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./rancher.md)* - - **(2025)** [**PX-Backup: docs**](https://docs.portworx.com/portworx-backup-on-prem) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2025)** [**Amazon SQS FAQs**](https://aws.amazon.com/sqs/faqs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [**arslanbilal/git-cheat-sheet 🌟🌟🌟**](https://github.com/arslanbilal/git-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2024)** [**El camino del Frontend Developer**](https://github.com/mrcodedev/frontend-developer-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)* + - **(2025)** [**Amazon SQS FAQs**](https://aws.amazon.com/sqs/faqs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./aws.md)* + - **(2025)** [**PX-Backup: docs**](https://docs.portworx.com/portworx-backup-on-prem) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* + - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)* + - **(2024)** [**Red Hat Build of Kueue**](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)* - **(2024)** [**github: sematext - Docker Swarm Cheatsheet**](https://github.com/sematext/cheatsheets/blob/master/docker-swarm-cheatsheet.md) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2024)** [**detailyang/awesome-cheatsheet**](https://github.com/detailyang/awesome-cheatsheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2024)** [**github: K8s in 30 mins 🌟**](https://github.com/rosehgal/k8s-In-30Mins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./chatgpt.md)* - - **(2024)** [**Red Hat Build of Kueue**](https://docs.redhat.com/en/documentation/openshift_container_platform/4.21/html/ai_workloads/red-hat-build-of-kueue) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)* + - **(2024)** [**El camino del Frontend Developer**](https://github.com/mrcodedev/frontend-developer-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)* - **(2023)** [**dair-ai/ML-Course-Notes: ML Course Notes 🌟**](https://github.com/dair-ai/ML-Course-Notes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./mlops.md)* - **(2023)** [**docs.databricks.com: Use scheduler pools for multiple streaming workloads**](https://docs.databricks.com/aws/en/structured-streaming/production) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)* + - **(2022)** [**github.com/DevOps-Projects-Ideas/DevOps-Books 🌟🌟**](https://github.com/DevOps-Projects-Ideas/DevOps-Books) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2022)** [**mikeroyal/OpenShift-Guide: OpenShift Guide 🌟🌟**](https://github.com/mikeroyal/OpenShift-Guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)* + - **(2022)** [**https://github.com/jdauphant/awesome-ansible**](https://github.com/jdauphant/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* + - **(2022)** [**fluxcd.io: How to GitOps Your Terraform**](https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* + - **(2022)** [**solo.io: The 3 best ways to use Flux and Flagger for GitOps with your Envoy Proxy API gateways**](https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* - **(2022)** [**infracloud.io: Protecting Kubernetes applications data using Kanister**](https://www.infracloud.io/blogs/protecting-kubernetes-applications-with-kanister) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - **(2022)** [**dev.to: Kubernetes Backup & Restore made easy! 🌟**](https://dev.to/techworld_with_nana/kubernetes-backup-restore-made-easy-2nlg) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - **(2022)** [**rancher.com: Disaster Recovery Preparedness for Your Kubernetes Clusters 🌟**](https://www.suse.com/c/rancher_blog/disaster-recovery-preparedness-for-your-kubernetes-clusters) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - **(2022)** [**kubebyexample.com: Migrating to Kubernetes with Open Source Tools (Konveyor, Tackle, KubeVirt, Forklift) 🌟**](https://kubebyexample.com/community/blog/migrating-to-kubernetes-with-open-source-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2022)** [**mikeroyal/OpenShift-Guide: OpenShift Guide 🌟🌟**](https://github.com/mikeroyal/OpenShift-Guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)* - - **(2022)** [**github.com/DevOps-Projects-Ideas/DevOps-Books 🌟🌟**](https://github.com/DevOps-Projects-Ideas/DevOps-Books) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.md)* - - **(2022)** [**https://github.com/jdauphant/awesome-ansible**](https://github.com/jdauphant/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2022)** [**fluxcd.io: How to GitOps Your Terraform**](https://fluxcd.io/blog/2022/09/how-to-gitops-your-terraform) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* - - **(2022)** [**solo.io: The 3 best ways to use Flux and Flagger for GitOps with your Envoy Proxy API gateways**](https://www.solo.io/blog/the-3-best-ways-to-use-flux-and-flagger-for-gitops-with-your-envoy-proxy-api-gateways) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* - - **(2021)** [**akomljen.com: Kubernetes Backup and Restore with Velero 🌟**](https://akomljen.com/kubernetes-backup-and-restore-with-velero) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**cloud.redhat.com: Velero Backup and Restore of an Application Using gp2 StorageClass on ROSA**](https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**percona.com: Using Volume Snapshot/Clone in Kubernetes (GKE & Percona Kubernetes Operator for XtraDB Cluster)**](https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container Storage**](https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**thenewstack.io: Kasten K10 V4.5: Grafana Observability, More Edge Support**](https://thenewstack.io/kasten-k10-v4-5-grafana-observability-more-edge-support) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads**](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**containerjournal.com: Red Hat, IBM Launch Konveyor to Aggregate Kubernetes Tools**](https://cloudnativenow.com/features/red-hat-ibm-launch-konveyor-to-aggregate-kubernetes-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2021)** [**datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally Available**](https://www.datamechanics.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)* + - **(2021)** [**gist.github.com: GitOps for Helm Users 🌟**](https://gist.github.com/scottrigby/a1a42c3292ec7899837c578ffdaaf92a) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* - **(2021)** [**containo.us: Kubernetes Ingress & Service API Demystified**](https://traefik.io/blog/kubernetes-ingress-service-api-demystified) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [**externalTrafficPolicy=local on kubernetes. How to preserve the source IP in kubernetes**](https://blog.getambassador.io/externaltrafficpolicy-local-on-kubernetes-e66e498212f9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [**thenewstack.io: HAProxy Kubernetes Ingress Controller Moves Outside the Cluster**](https://thenewstack.io/haproxy-kubernetes-ingress-controller-moves-outside-the-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [**suse.com: NGINX Guest Blog: NGINX Kubernetes Ingress Controller 🌟**](https://www.suse.com/c/nginx-guest-blog-kubernetes-ingress-controller) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [**dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!**](https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [**blog.cloudflare.com: Moving k8s communication to gRPC**](https://blog.cloudflare.com/moving-k8s-communication-to-grpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - - **(2021)** [**gist.github.com: GitOps for Helm Users 🌟**](https://gist.github.com/scottrigby/a1a42c3292ec7899837c578ffdaaf92a) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)* + - **(2021)** [**datamechanics.co: Apache Spark 3.1 Release: Spark on Kubernetes is now Generally Available**](https://www.datamechanics.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)* + - **(2021)** [**cloud.google.com: Announcing Backup for GKE: the easiest way to protect GKE workloads**](https://cloud.google.com/blog/products/storage-data-transfer/google-cloud-launches-backups-for-gke) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* + - **(2021)** [**akomljen.com: Kubernetes Backup and Restore with Velero 🌟**](https://akomljen.com/kubernetes-backup-and-restore-with-velero) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* + - **(2021)** [**cloud.redhat.com: Velero Backup and Restore of an Application Using gp2 StorageClass on ROSA**](https://www.redhat.com/en/blog/velero-backup-and-restore-of-an-application-using-gp2-storageclass-on-rosa) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* + - **(2021)** [**percona.com: Using Volume Snapshot/Clone in Kubernetes (GKE & Percona Kubernetes Operator for XtraDB Cluster)**](https://www.percona.com/blog/using-volume-snapshot-clone-in-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* + - **(2021)** [**thenewstack.io: Red Hat Brings Backup, Snapshots to OpenShift Container Storage**](https://thenewstack.io/red-hat-brings-backup-snapshots-to-openshift-container-storage) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* -*... and 246 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).* +*... and 248 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -3044,9 +3044,9 @@ Resources indexed by their primary source language or document format.
Click to view 4 resources under Php Content - - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./docker.md)* - - **(2026)** [coolify.io](https://coolify.io) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)* + - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./container-managers.md)* - **(2026)** [Wordpress P2](https://wordpress.com/p2) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./workfromhome.md)* + - **(2026)** [coolify.io](https://coolify.io) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)* - **(2021)** [laravel-news.com: Generate GitHub Actions Config for Laravel Projects with Ghygen](https://laravel-news.com/generate-github-actions-config-for-laravel-projects-with-ghygen) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./git.md)*
@@ -3082,18 +3082,18 @@ Resources indexed by their primary source language or document format. - **(2024)** [==github.com/JulianHayward/AzADServicePrincipalInsights==](https://github.com/JulianHayward/AzADServicePrincipalInsights) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [==github.com/microsoft/ARI: Azure Resource Inventory 🌟🌟🌟==](https://github.com/microsoft/ARI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2026)** [**PowerShell Community**](https://devblogs.microsoft.com/powershell-community) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2025)** [**EntraExporter**](https://github.com/microsoft/entraexporter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./devops.md)* + - **(2025)** [**EntraExporter**](https://github.com/microsoft/entraexporter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./gitops.md)* - **(2024)** [**github.com/JFolberth/TheYAMLPipelineOne 🌟**](https://github.com/JFolberth/TheYAMLPipelineOne) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [**microsoftgraph/msgraph-sdk-powershell/samples: 9-Applications.ps1**](https://github.com/microsoftgraph/msgraph-sdk-powershell) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [**powershellmagazine.com**](https://powershellmagazine.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* + - **(2025)** [Automate SQL Server Backups with PowerShell](https://datacrazyworld.com/index.php/2025/03/16/automatiza-backups-de-sql-server-con-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./databases.md)* - **(2024)** [Secure DevOps Kit for Azure](https://github.com/azsk/DevOpsKit) 🌟🌟🌟 [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2023)** [gist.github.com: This snippet contains the steps to generate a terraform' plan and post it as a comment of a pull request in Azure DevOps](https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [deepinstinct.com: What makes powershell a challenge for cybersecurity solutions? 🌟](https://www.deepinstinct.com/blog/what-makes-powershell-a-challenge-for-cybersecurity-solutions) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* + - **(2023)** [gist.github.com: This snippet contains the steps to generate a terraform' plan and post it as a comment of a pull request in Azure DevOps](https://gist.github.com/GTRekter/51f8be3fbfb13b3696f92e117d956597) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2022)** [fedoramagazine.org: PowerShell on Linux? A primer on Object-Shells](https://fedoramagazine.org/powershell-on-linux-a-primer-on-object-shells) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* + - **(2021)** [dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell](https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./yaml.md)* - **(2021)** [thomasmaurer.ch: PowerShell: Download script or file from GitHub](https://www.thomasmaurer.ch/2021/07/powershell-download-script-or-file-from-github) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [sqlservercentral.com: Powershell Day by Day: Adding Help to Scripts](https://www.sqlservercentral.com/articles/powershell-day-by-day-adding-help-to-scripts) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2021)** [dotnet-helpers.com: How to Convert YAML to JSON / JSON to YAML using PowerShell](https://dotnet-helpers.com/powershell/convert-yaml-to-json-or-json-to-yaml-using-powershell) 🌟🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./yaml.md)* - **(2023)** [YannickRe/msgraph-utility-scripts](https://github.com/YannickRe/msgraph-utility-scripts) 🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2026)** [azure.github.io: Azure Proactive Resiliency Library (APRL)](https://azure.github.io/Azure-Proactive-Resiliency-Library) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2026)** [github.com/search?l=powershell](https://github.com/search?l=powershell&q=stars%3A%3E1&type=Repositories) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* @@ -3124,7 +3124,7 @@ Resources indexed by their primary source language or document format. - **(2022)** [techcommunity.microsoft.com: Azure Storage Blob Count & Capacity usage Calculator](https://techcommunity.microsoft.com/blog/azurepaasblog/azure-storage-blob-count--capacity-usage-calculator/3516855) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2022)** [hackingarticles.in: PowerShell for Pentester: Windows Reverse Shell](https://www.hackingarticles.in/powershell-for-pentester-windows-reverse-shell) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2022)** [techcommunity.microsoft.com: Use PowerShell to retrieve all assigned Intune policies and applications per Azure AD group!](https://techcommunity.microsoft.com/discussions/microsoft-intune/use-powershell-to-retrieve-all-assigned-intune-policies-and-applications-per-azu/3217498) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2021)** [thomasmaurer.ch: Getting started with Windows Package Manager WinGet](https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager-winget) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* + - **(2021)** [KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI](https://github.com/KnicKnic/temp-kubernetes-ci) 🌟 [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2021)** [blog.guybarrette.com: Powershell prompt: How to display your current Kubernetes context using Oh-My-Posh 3 🌟](https://www.linkedin.com/newsletters/6962087231775772672) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [techcommunity.microsoft.com: An example why PowerShell is so important!](https://techcommunity.microsoft.com/discussions/windowspowershell/an-example-why-powershell-is-so-important/3041748) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [jdhitsolutions.com: Profile PowerShell Functions](https://jdhitsolutions.com/blog/powershell-7/8793/profile-powershell-functions) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* @@ -3136,7 +3136,7 @@ Resources indexed by their primary source language or document format. - **(2021)** [dotnet-helpers.com: Azure KeyVault Set and Retrieve Secrets using Powershell 🌟](https://dotnet-helpers.com/powershell/azure-keyvault-set-and-retrieve-secrets) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts](https://github.com/Mr-Un1k0d3r/ATP-PowerShell-Scripts) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [systemcenterdudes.com: Create Operational SCCM Collection Using Powershell Script](https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - - **(2021)** [KnicKnic/temp-kubernetes-ci: Temp Kubernetes CI](https://github.com/KnicKnic/temp-kubernetes-ci) 🌟 [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2021)** [thomasmaurer.ch: Getting started with Windows Package Manager WinGet](https://www.thomasmaurer.ch/2021/07/getting-started-with-windows-package-manager-winget) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2020)** [thomasmaurer.ch: How to Install a Windows Server Container Host](https://www.thomasmaurer.ch/2020/06/how-to-install-a-windows-server-container-host) [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2020)** [thomasmaurer.ch: Enable PowerShell SSH Remoting in PowerShell 7](https://www.thomasmaurer.ch/2020/04/enable-powershell-ssh-remoting-in-powershell-7) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2020)** [commandline.ninja: Use Powershell to find windows services configured to run as another user](https://commandline.ninja/use-powershell-to-find-services-configured-to-run-as-another-user) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)* @@ -3247,106 +3247,106 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 385 resources under Python Content + - **(2026)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./about.md)* + - **(2026)** [==checkov.io==](https://www.checkov.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)* + - **(2026)** [==Cloud Custodian==](https://github.com/cloud-custodian/cloud-custodian) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2026)** [==ekramasif/Basic-Machine-Learning==](https://github.com/ekramasif/Basic-Machine-Learning) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2026)** [==ermetic/access-undenied-aws 🌟==](https://github.com/tenable/access-undenied-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - - **(2026)** [==pre-commit==](https://pre-commit.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - - **(2026)** [==Odoo Mergebot==](https://github.com/odoo/odoo/wiki/Mergebot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [==Kadalu==](https://github.com/kadalu/kadalu) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-storage.md)* - **(2026)** [==Checkov 🌟==](https://github.com/bridgecrewio/checkov) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2026)** [==antigravity.google: Google Antigravity Agentic Platform==](https://antigravity.google) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* + - **(2026)** [==Glances==](https://github.com/nicolargo/glances) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./monitoring.md)* + - **(2026)** [==pre-commit==](https://pre-commit.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* + - **(2026)** [==Odoo Mergebot==](https://github.com/odoo/odoo/wiki/Mergebot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [==pyca/bcrypt==](https://github.com/pyca/bcrypt) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [==argon2-cffi==](https://argon2-cffi.readthedocs.io/en/stable) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [==docs.python.org: scrypt (standard library)==](https://docs.python.org/3/library/hashlib.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [==cryptography.io: scrypt (cryptography)==](https://cryptography.io/en/latest/hazmat/primitives/key-derivation-functions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [==github.com/prowler-cloud/prowler 🌟🌟==](https://github.com/prowler-cloud/prowler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [==cybersecsi/RAUDI==](https://github.com/cybersecsi/RAUDI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./docker.md)* - - **(2026)** [==checkov.io==](https://www.checkov.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)* - - **(2026)** [==Cloud Custodian==](https://github.com/cloud-custodian/cloud-custodian) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2026)** [==PyGithub 🌟==](https://github.com/PyGithub/PyGithub) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2026)** [==pydantic/pydantic==](https://github.com/pydantic/pydantic) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2026)** [==github.com/reactive-python/reactpy==](https://github.com/reactive-python/reactpy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2026)** [==Click 🌟==](https://click.palletsprojects.com/en/stable) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2026)** [==Glances==](https://github.com/nicolargo/glances) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./monitoring.md)* - - **(2026)** [==github.com/awslabs: Kubernetes Migration Factory User Guide 🌟==](https://github.com/awslabs/aws-kubernetes-migration-factory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - - **(2026)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - - **(2026)** [==github.com/localstack/localstack==](https://github.com/localstack/localstack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - - **(2026)** [==antigravity.google: Google Antigravity Agentic Platform==](https://antigravity.google) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* - - **(2026)** [==Patroni==](https://github.com/patroni/patroni) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - **(2026)** [==airflow.apache.org: KubernetesPodOperator 🌟🌟🌟==](https://airflow.apache.org/docs/apache-airflow-providers-cncf-kubernetes/stable/operators.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2026)** [==Patroni==](https://github.com/patroni/patroni) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* + - **(2026)** [==ermetic/access-undenied-aws 🌟==](https://github.com/tenable/access-undenied-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - **(2026)** [==github.com/kubernetes-client/python==](https://github.com/kubernetes-client/python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)* + - **(2026)** [==github.com/localstack/localstack==](https://github.com/localstack/localstack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* + - **(2026)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2026)** [==github.com/awslabs: Kubernetes Migration Factory User Guide 🌟==](https://github.com/awslabs/aws-kubernetes-migration-factory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - **(2026)** [==NetBox IPAM 🌟==](https://github.com/netbox-community/netbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)* + - **(2025)** [==Locust==](https://locust.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2025)** [==robusta-dev/krr==](https://github.com/robusta-dev/krr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2025)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* + - **(2025)** [==Skyvern==](https://github.com/Skyvern-ai/Skyvern) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* + - **(2025)** [==kislyuk/yq==](https://github.com/kislyuk/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)* + - **(2025)** [==Python 3 standard library Module of the Week, Doug Hellmann==](https://pymotw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* + - **(2025)** [==google/python-fire 🌟==](https://github.com/google/python-fire) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* + - **(2025)** [==joke2k/faker 🌟==](https://github.com/joke2k/faker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* + - **(2025)** [==Spilo: HA PostgreSQL Clusters with Docker==](https://github.com/zalando/spilo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - **(2025)** [==github.com/awslabs/assisted-log-enabler-for-aws: Assisted Log Enabler -' Find resources that are not logging, and turn them on==](https://github.com/awslabs/assisted-log-enabler-for-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [==github.com/infrahouse/infrahouse-toolkit==](https://github.com/infrahouse/infrahouse-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [==Metabadger==](https://github.com/salesforce/metabadger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [==github.com/welldone-cloud/aws-list-resources==](https://github.com/welldone-cloud/aws-list-resources) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - - **(2025)** [==github.com/JPCERTCC/LogonTracer==](https://github.com/JPCERTCC/LogonTracer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)* - - **(2025)** [==robusta-dev/krr==](https://github.com/robusta-dev/krr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2025)** [==Python 3 standard library Module of the Week, Doug Hellmann==](https://pymotw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2025)** [==google/python-fire 🌟==](https://github.com/google/python-fire) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2025)** [==joke2k/faker 🌟==](https://github.com/joke2k/faker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2025)** [==Locust==](https://locust.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* - - **(2025)** [==kislyuk/yq==](https://github.com/kislyuk/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)* - - **(2025)** [==Skyvern==](https://github.com/Skyvern-ai/Skyvern) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* - - **(2025)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* - - **(2025)** [==Spilo: HA PostgreSQL Clusters with Docker==](https://github.com/zalando/spilo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - **(2025)** [==github.com/kubernetes-client/python-base==](https://github.com/kubernetes-client/python-base) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)* + - **(2025)** [==github.com/JPCERTCC/LogonTracer==](https://github.com/JPCERTCC/LogonTracer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2024)** [==github.com/VikParuchuri/surya==](https://github.com/datalab-to/surya) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2024)** [==github.com/Netflix/metaflow 🌟==](https://github.com/Netflix/metaflow) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2024)** [==ec2-spot-converter==](https://github.com/jcjorel/ec2-spot-converter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* + - **(2024)** [==github.com/aws-samples/aws-auto-inventory: AWS Automated Inventory 🌟==](https://github.com/aws-samples/aws-auto-inventory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* - **(2024)** [==Kubernetes Janitor==](https://codeberg.org/hjacobs/kube-janitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2024)** [==kubestriker 🌟==](https://github.com/vchinnipilli/kubestriker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2024)** [==cheat.sh 🌟==](https://cheat.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2024)** [==PowerfulSeal==](https://github.com/powerfulseal/powerfulseal) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./chaos-engineering.md)* + - **(2024)** [==Python Visual Studio Code==](https://github.com/microsoft/vscode-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2024)** [==pandas.pydata.org: Reshaping by pivoting DataFrame objects==](https://pandas.pydata.org/pandas-docs/stable/reshaping.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2024)** [==PyWhatKit==](https://github.com/Ankit404butfound/PyWhatKit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2024)** [==github.com: Django Sage Painless==](https://github.com/sageteamorg/django-sage-painless) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2024)** [==github.com: Django app + RESTful API for automatic billing==](https://github.com/silverapp/silver) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2024)** [==Python Visual Studio Code==](https://github.com/microsoft/vscode-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2024)** [==github.com/aws-samples/aws-auto-inventory: AWS Automated Inventory 🌟==](https://github.com/aws-samples/aws-auto-inventory) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* - - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* + - **(2024)** [==github.com/VikParuchuri/surya==](https://github.com/datalab-to/surya) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2024)** [==github.com/Netflix/metaflow 🌟==](https://github.com/Netflix/metaflow) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - **(2024)** [==datafold/data-diff==](https://github.com/datafold/data-diff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - - **(2023)** [==github.com/meta-llama/llama-recipes==](https://github.com/meta-llama/llama-cookbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2023)** [==rubrix==](https://github.com/argilla-io/argilla) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2023)** [==lucidrains/PaLM-rlhf-pytorch==](https://github.com/lucidrains/PaLM-rlhf-pytorch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - - **(2023)** [==qontract==](https://github.com/app-sre/qontract-server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* - - **(2023)** [==github.com/mlabonne/llm-course==](https://github.com/mlabonne/llm-course) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* - - **(2023)** [==github.com/openai/openai-cookbook: OpenAI Cookbook==](https://github.com/openai/openai-cookbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* - - **(2023)** [==github.com/gventuri/pandas-ai==](https://github.com/sinaptik-ai/pandas-ai) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* + - **(2024)** [==ec2-spot-converter==](https://github.com/jcjorel/ec2-spot-converter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* + - **(2024)** [==PowerfulSeal==](https://github.com/powerfulseal/powerfulseal) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./chaos-engineering.md)* + - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws.md)* - **(2023)** [==github.com/aws-samples/aws-waf-ops-dashboards==](https://github.com/aws-samples/aws-waf-ops-dashboards) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [==github.com/aws-samples: Guide to Resource Tagging Automation==](https://github.com/aws-samples/resource-tagging-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [==OpenShift AI Examples==](https://github.com/CastawayEGR/openshift-ai-examples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* - - **(2023)** [==SLO Generator==](https://github.com/google/slo-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./prometheus.md)* + - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* + - **(2023)** [==github.com/mlabonne/llm-course==](https://github.com/mlabonne/llm-course) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* + - **(2023)** [==github.com/openai/openai-cookbook: OpenAI Cookbook==](https://github.com/openai/openai-cookbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* + - **(2023)** [==qontract==](https://github.com/app-sre/qontract-server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2023)** [==lucidrains/PaLM-rlhf-pytorch==](https://github.com/lucidrains/PaLM-rlhf-pytorch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* + - **(2023)** [==github.com/gventuri/pandas-ai==](https://github.com/sinaptik-ai/pandas-ai) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2023)** [==github.com/sauljabin/kaskade==](https://github.com/sauljabin/kaskade) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2023)** [==rubrix==](https://github.com/argilla-io/argilla) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2023)** [==github.com/meta-llama/llama-recipes==](https://github.com/meta-llama/llama-cookbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2023)** [==SLO Generator==](https://github.com/google/slo-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2022)** [==Promgen 🌟==](https://github.com/line/promgen) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2021)** [==**k8s-job-notify**==](https://github.com/sukeesh/k8s-job-notify) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2021)** [==OpenShiftKubeAudit==](https://github.com/AICoE/OpenShiftKubeAudit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2021)** [==Maelstromage/Log4jSherlock==](https://github.com/Maelstromage/Log4jSherlock) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)* + - **(2021)** [==SQErzo: Tiny ORM for Graph databases==](https://github.com/BBVA/sqerzo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [==awslabs/terraform-iam-policy-validator==](https://github.com/awslabs/terraform-iam-policy-validator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2021)** [==github.com/aws-samples: Visualize AWS IAM Access Analyzer Policy Validation' Findings==](https://github.com/aws-samples/visualize-iam-access-analyzer-policy-validation-findings) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-security.md)* - - **(2021)** [==SQErzo: Tiny ORM for Graph databases==](https://github.com/BBVA/sqerzo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)* - **(2020)** [==diagrams.mingrammer.com: Diagram as Code==](https://diagrams.mingrammer.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2019)** [==GitHub Quay (OSS)==](https://github.com/quay/quay) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ocp4.md)* - **(2019)** [==KubeLibrary==](https://github.com/devopsspiral/KubeLibrary) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2015)** [==Yagmail: Python e-mail library==](https://github.com/kootenpv/yagmail) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2015)** [==AWS Lambda Update – Python, VPC, Increased Function Duration, Scheduling, and More==](https://aws.amazon.com/blogs/aws/aws-lambda-update-python-vpc-increased-function-duration-scheduling-and-more) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-newfeatures.md)* - - **(2026)** [**Marge-bot: A merge-bot for GitLab**](https://github.com/smarkets/marge-bot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [**jertel/elastalert2**](https://github.com/jertel/elastalert2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./monitoring.md)* + - **(2026)** [**Marge-bot: A merge-bot for GitLab**](https://github.com/smarkets/marge-bot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./git.md)* - **(2026)** [**docs.astronomer.io: Dynamically generating DAGs in Airflow**](https://www.astronomer.io/docs/learn/dynamically-generating-dags) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2025)** [**WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows**](https://sourceforge.net/projects/winpython) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2025)** [**Portfolio Architecture Tooling**](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* - - **(2024)** [**docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes objects**](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s_module.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)* + - **(2025)** [**WinPython: Portable Scientific Python 2/3 32/64bit Distribution for Windows**](https://sourceforge.net/projects/winpython) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* + - **(2024)** [**docs.ansible.com: kubernetes.core.k8s – Manage Kubernetes objects**](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/k8s_module.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./about.md)* + - **(2024)** [**Pydeps 🌟**](https://github.com/thebjorn/pydeps) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - **(2024)** [**zenml.io: ZenML**](https://www.zenml.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - **(2024)** [**github.com/XuehaiPan/nvitop 🌟**](https://github.com/XuehaiPan/nvitop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - **(2024)** [**github.com/aimhubio/aim**](https://github.com/aimhubio/aim) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2024)** [**Pydeps 🌟**](https://github.com/thebjorn/pydeps) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)* - - **(2024)** [**github.com/databrickslabs/ucx: Databricks Labs UCX**](https://github.com/databrickslabs/ucx) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)* - **(2024)** [**Tempest Testing Project**](https://docs.openstack.org/tempest/latest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - - **(2023)** [**github.com/CASIA-IVA-Lab/FastSAM**](https://github.com/CASIA-LMC-Lab/FastSAM) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2023)** [**towardsdatascience.com: Deploying LLM Apps to AWS, the Open-Source Self-Service Way**](https://towardsdatascience.com/deploying-llm-apps-to-aws-the-open-source-self-service-way-c54b8667d829) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2023)** [**freecodecamp.org: MLOps Course – Learn to Build Machine Learning Production Grade Projects**](https://www.freecodecamp.org/news/mlops-course-learn-to-build-machine-learning-production-grade-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2024)** [**github.com/databrickslabs/ucx: Databricks Labs UCX**](https://github.com/databrickslabs/ucx) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)* + - **(2023)** [**Getting Started with Data Wrangler in VS Code**](https://code.visualstudio.com/docs/datascience/data-wrangler) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)* + - **(2023)** [**github.com/NielsRogge/Transformers-Tutorials**](https://github.com/NielsRogge/Transformers-Tutorials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)* + - **(2023)** [**Couler**](https://github.com/couler-proj/couler) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)* *... and 285 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -3413,7 +3413,7 @@ Resources indexed by their primary source language or document format.
Click to view 3 resources under Python/Yaml Content - - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./demos.md)* + - **(2026)** [==bregman-arie/devops-exercises 🌟==](https://github.com/bregman-arie/devops-exercises) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2021)** [toptechskills.com: How to Speed Up Your Ansible Playbooks Over 600% 🌟](https://www.toptechskills.com/ansible-tutorials-courses/speed-up-ansible-playbooks-pipelining-mitogen) [COMMUNITY-TOOL] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2021)** [developer.okta.com: Tutorial: Ansible and Account Automation with Okta](https://developer.okta.com/blog/2021/02/05/okta-ansible) [COMMUNITY-TOOL] [GUIDE] [PYTHON/YAML CONTENT] β€” *Go to [Section](./ansible.md)* @@ -3461,9 +3461,9 @@ Resources indexed by their primary source language or document format. - **(2022)** [dev.to: Load external data into OPA: The Good, The Bad, and The Ugly](https://dev.to/permit_io/load-external-data-into-opa-the-good-the-bad-and-the-ugly-26lc) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2021)** [fugue.co: 5 tips for using the Rego language for Open Policy Agent (OPA)](https://snyk.io/blog) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2021)** [thenewstack.io: Getting Open Policy Agent Up and Running](https://thenewstack.io/getting-open-policy-agent-up-and-running) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)* + - **(2020)** [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) 🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./demos.md)* - **(2020)** [searchitoperations.techtarget.com: Kubernetes policy project takes enterprise IT by storm](https://www.techtarget.com/searchitoperations/news/252467102/Kubernetes-policy-project-takes-enterprise-IT-by-storm) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2020)** [blog.openshift.com: Fine-Grained Policy Enforcement in OpenShift with Open Policy Agent 🌟](https://www.redhat.com/en/blog/fine-grained-policy-enforcement-in-openshift-with-open-policy-agent) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)* - - **(2020)** [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) 🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./demos.md)*
@@ -3499,11 +3499,11 @@ Resources indexed by their primary source language or document format. - **(2021)** [cuber-cloud/cuber-gem: CUBER](https://github.com/cuber-cloud/cuber-gem) 🌟🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2023)** [kubes 🌟](https://github.com/boltops-tools/kubes) 🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [Kuby](https://getkuby.io) 🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2026)** [Travis CI](https://www.travis-ci.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2026)** [Foreman](https://www.theforeman.org) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2021)** [opensource.com: Build your website with Jekyll](https://opensource.com/article/21/9/build-website-jekyll) [COMMUNITY-TOOL] [GUIDE] [RUBY CONTENT] β€” *Go to [Section](./mkdocs.md)* + - **(2026)** [Travis CI](https://www.travis-ci.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2021)** [vagrant: ansible tower](https://portal.cloud.hashicorp.com/vagrant/discover/ansible/tower) [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)* - **(2021)** [vagrant: centos-awx](https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)* + - **(2021)** [opensource.com: Build your website with Jekyll](https://opensource.com/article/21/9/build-website-jekyll) [COMMUNITY-TOOL] [GUIDE] [RUBY CONTENT] β€” *Go to [Section](./mkdocs.md)* - **(2021)** [dj-wasabi/vagrant-kubernetes](https://github.com/dj-wasabi/vagrant-kubernetes) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2020)** [Kerbi 🌟](https://github.com/xavier-mt/kerbi) 🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2020)** [git-cipher](https://github.com/wincent/git-cipher) 🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./devsecops.md)* @@ -3521,21 +3521,21 @@ Resources indexed by their primary source language or document format.
Click to view 39 resources under Rust Content - - **(2026)** [==stepchowfun/docuum: Docuum: LRU eviction of Docker images 🌟==](https://github.com/stepchowfun/docuum) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./docker.md)* - **(2026)** [==Ramilito/kubesess==](https://github.com/Ramilito/kubesess) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2026)** [==davidB/kubectl-view-allocations==](https://github.com/davidB/kubectl-view-allocations) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2026)** [==metalbear-co/mirrord==](https://github.com/metalbear-co/mirrord) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [==Linkerd==](https://linkerd.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - - **(2025)** [==SQL Studio: A Unified SQL Database Explorer==](https://github.com/frectonz/sql-studio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./devops-tools.md)* - - **(2025)** [==Ruff==](https://github.com/astral-sh/ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./python.md)* + - **(2026)** [==stepchowfun/docuum: Docuum: LRU eviction of Docker images 🌟==](https://github.com/stepchowfun/docuum) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./docker.md)* + - **(2026)** [==metalbear-co/mirrord==](https://github.com/metalbear-co/mirrord) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./visual-studio.md)* + - **(2025)** [==SQL Studio: A Unified SQL Database Explorer==](https://github.com/frectonz/sql-studio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./databases.md)* - **(2025)** [==github.com/01mf02/jaq==](https://github.com/01mf02/jaq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./yaml.md)* - **(2025)** [==github.com/ynqa/jnv 🌟==](https://github.com/ynqa/jnv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./yaml.md)* + - **(2025)** [==Ruff==](https://github.com/astral-sh/ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./python.md)* - **(2023)** [==KSS - Kubernetes pod status on steroid==](https://github.com/chmouel/kss) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2021)** [==github.com/Wilfred/difftastic==](https://github.com/Wilfred/difftastic) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2026)** [**github.com/containerscrew/aws-sso-auth**](https://github.com/containerscrew/aws-sso-rs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./aws.md)* - **(2025)** [**Aptakube**](https://aptakube.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2024)** [**postgresml/postgresml 🌟**](https://github.com/postgresml/postgresml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./mlops.md)* - **(2024)** [**Qovery/engine: Qovery Engine 🌟**](https://github.com/Qovery/engine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2024)** [**postgresml/postgresml 🌟**](https://github.com/postgresml/postgresml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./mlops.md)* - **(2022)** [**buoyant.io: Upgrading to Linkerd 2.12: Zero-trust-ready route-based policy, Gateway API, access logging**](https://www.buoyant.io/service-mesh-academy/upgrading-to-linkerd-2-12) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - **(2022)** [**linkerd.io: Announcing automated multi-cluster failover for Kubernetes**](https://linkerd.io/2022/03/09/announcing-automated-multi-cluster-failover-for-kubernetes/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - **(2022)** [**buoyant.io: Multi-Cluster, Multi-Region Setup using Linkerd Service Mesh**](https://www.buoyant.io/blog/multi-cluster-multi-region-setup-using-linkerd-service-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* @@ -3544,8 +3544,8 @@ Resources indexed by their primary source language or document format. - **(2021)** [**linkerd.io: Benchmarking Linkerd and Istio: 2021 Redux**](https://linkerd.io/2021/11/29/linkerd-vs-istio-benchmarks-2021/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - **(2021)** [**linkerd.io: Multi-cluster communication**](https://linkerd.io/2.10/tasks/multicluster/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - **(2021)** [**linkerd.io: Announcing Linkerd's Graduation**](https://linkerd.io/2021/07/28/announcing-cncf-graduation/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - - **(2020)** [**Bors Bot**](https://bors.tech) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./git.md)* - **(2020)** [**Announcing Linkerd 2.8: simple, secure multi-cluster Kubernetes**](https://linkerd.io/2020/06/09/announcing-linkerd-2.8/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* + - **(2020)** [**Bors Bot**](https://bors.tech) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./git.md)* - **(2024)** [getseabird.github.io 🌟](https://getseabird.github.io) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2021)** [containerjournal.com: Linkerd’s CNCF Graduation Due to its Simplicity](https://cloudnativenow.com/features/linkerds-cncf-graduation-due-to-its-simplicity) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* - **(2021)** [buoyant.io: Go directly to namespace jail: Locking down network traffic between Kubernetes namespaces](https://www.buoyant.io/blog/locking-down-network-traffic-between-kubernetes-namespaces) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)* @@ -3553,11 +3553,11 @@ Resources indexed by their primary source language or document format. - **(2021)** [fpcomplete.com: Announcing Amber, encrypted secrets management](https://academy.fpblock.com/blog/announcing-amber-ci-secret-tool) 🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2021)** [avencera/yamine](https://github.com/avencera/yamine) 🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./yaml.md)* - **(2026)** [difftastic.wilfred.me.uk](https://difftastic.wilfred.me.uk) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./linux.md)* - - **(2023)** [github.com/ualter: AwsBe](https://github.com/ualter/awsbe-site) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./aws.md)* - **(2023)** [metalbear.co: Writing a Kubernetes Operator](https://metalbear.com/blog/writing-a-kubernetes-operator) [COMMUNITY-TOOL] [GUIDE] [RUST CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)* - **(2023)** [dev.to: Simplify Your Dockerfile wiyth Rust programming language| Kamesh Sampath](https://dev.to/kameshsampath/simplify-your-dockerfile-1j5k) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./docker.md)* - - **(2021)** [github.blog: Improving GitHub code search](https://github.blog/engineering/improving-github-code-search) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./git.md)* + - **(2023)** [github.com/ualter: AwsBe](https://github.com/ualter/awsbe-site) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./aws.md)* - **(2021)** [Pscheidl/kubexplorer](https://github.com/Pscheidl/kubectl-explorer) 🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2021)** [github.blog: Improving GitHub code search](https://github.blog/engineering/improving-github-code-search) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./git.md)* - **(2021)** [itsfoss.com/exa](https://itsfoss.com/exa) [GUIDE] [LEGACY] [RUST CONTENT] β€” *Go to [Section](./linux.md)* - **(2020)** [Introducing Cloud Formation Guard - a new opensource CLI for infrastructure compliance](https://aws.amazon.com/about-aws/whats-new/2020/06/introducing-aws-cloudformation-guard-preview) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./aws-iac.md)* @@ -3574,8 +3574,8 @@ Resources indexed by their primary source language or document format. - **(2026)** [**openwhisk.apache.org**](https://openwhisk.apache.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SCALA CONTENT] β€” *Go to [Section](./serverless.md)* - **(2016)** [**Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming**](https://aws.amazon.com/blogs/big-data/querying-amazon-kinesis-streams-directly-with-sql-and-spark-streaming) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SCALA CONTENT] β€” *Go to [Section](./aws.md)* - - **(2025)** [github.com/DataCater/datacater (real-time, cloud-native data pipeline platform)](https://github.com/DataCater/datacater) [COMMUNITY-TOOL] [SCALA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [gatling.io](https://gatling.io) [LEGACY] [SCALA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2025)** [github.com/DataCater/datacater (real-time, cloud-native data pipeline platform)](https://github.com/DataCater/datacater) [COMMUNITY-TOOL] [SCALA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
@@ -3614,47 +3614,47 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 182 resources under Shell Content + - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2026)** [==GitHub: OKD4==](https://github.com/okd-project/okd/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)* - - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devops.md)* - - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux-dev-env.md)* - **(2026)** [==nicolaka/netshoot==](https://github.com/nicolaka/netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2026)** [==github.com: openshift cheat sheet 3==](https://github.com/mhausenblas/openshift-cheat-sheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)* + - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devops-tools.md)* - **(2026)** [==ahmetb/kubectl-aliases==](https://github.com/ahmetb/kubectl-aliases) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - **(2026)** [==complete-alias==](https://github.com/cykerway/complete-alias) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - **(2024)** [==wcurl==](https://github.com/curl/wcurl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* - - **(2024)** [==Idealista: This ansible role installs a Prometheus Node Exporter in a debian environment==](https://github.com/idealista/prometheus_jmx_exporter_role) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2024)** [==orgrim/pg_back: Simple backup tool for PostgreSQL==](https://github.com/orgrim/pg_back) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./databases.md)* - **(2024)** [==SHMIG==](https://github.com/mbucc/shmig) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2024)** [==Idealista: This ansible role installs a Prometheus Node Exporter in a debian environment==](https://github.com/idealista/prometheus_jmx_exporter_role) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2023)** [==cybersecsi/HOUDINI: Hundreds of Offensive and Useful Docker Images for' Network Intrusion==](https://github.com/cybersecsi/HOUDINI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2022)** [==Kubernetes Scripts==](https://github.com/eldada/kubernetes-scripts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2022)** [==MicroK8s & Kubernetes security benchmark from CIS==](https://github.com/didier-durand/microk8s-kube-bench) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2022)** [==github.com/lensesio/fast-data-dev (Lenses Box)==](https://github.com/lensesio/fast-data-dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2021)** [==Jenkins-X + Tekton on OpenShift==](https://github.com/openshift/tektoncd-pipeline-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* + - **(2022)** [==MicroK8s & Kubernetes security benchmark from CIS==](https://github.com/didier-durand/microk8s-kube-bench) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2021)** [==bmuschko/ckad-crash-course: Certified Kubernetes Application Developer (CKAD)' Crash Course==](https://github.com/bmuschko/ckad-crash-course) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2021)** [==Jenkins-X + Tekton on OpenShift==](https://github.com/openshift/tektoncd-pipeline-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2021)** [==github.com/cloudogu/gitops-playground#example-applications==](https://github.com/cloudogu/gitops-playground) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./gitops.md)* - **(2021)** [==**k8s-tew**==](https://github.com/darxkies/k8s-tew) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2021)** [==Kata Containers on MicroK8s==](https://github.com/didier-durand/microk8s-kata-containers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2020)** [==Get applied and effective apiVersion from Kubernetes objects==](https://gist.github.com/ninlil/affbf7514d4e74c7634e77f47e172236) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2020)** [==Jenkins Docker Image for Openshift v3==](https://github.com/openshift/jenkins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2020)** [==Simplenetes==](https://github.com/simplenetes-io/simplenetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)* - - **(2020)** [==Jenkins Docker Image for Openshift v3==](https://github.com/openshift/jenkins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)* - **(2018)** [==github: Steps I used to install Nagios in the cloud==](https://github.com/andrewpuch/nagios_setup) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./aws.md)* - **(2013)** [==github.com/zsh-users/zsh-autosuggestions 🌟==](https://github.com/zsh-users/zsh-autosuggestions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* - **(2010)** [==Kubetail 🌟==](https://github.com/johanhaleby/kubetail) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2009)** [==Oh My Zsh==](https://ohmyz.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* - - **(2025)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./devops-tools.md)* - **(2025)** [**DockSTARTer**](https://github.com/GhostWriters/DockSTARTer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./docker.md)* + - **(2025)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./devops-tools.md)* - **(2025)** [**github.com/jonmosco/kube-ps1 ⭐**](https://github.com/jonmosco/kube-ps1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2024)** [**Quarkus Images**](https://github.com/quarkusio/quarkus-images) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./java_frameworks.md)* - **(2021)** [**ssbostan/jenkins-tutorial 🌟**](https://github.com/ssbostan/jenkins-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2018)** [**trimstray/test-your-sysadmin-skills**](https://github.com/trimstray/test-your-sysadmin-skills) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* + - **(2018)** [**trimstray/test-your-sysadmin-skills**](https://github.com/trimstray/test-your-sysadmin-skills) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2014)** [**Linux networking examples and tutorials for advanced users**](https://github.com/knorrie/network-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* - **(2025)** [kvaps/kubectl-node-shell](https://github.com/kvaps/kubectl-node-shell) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2023)** [kube-backup: Kubernetes resource state sync to git](https://github.com/pieterlange/kube-backup) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)* - - **(2022)** [seifbassem.com: SSH into your Azure Arc-enabled servers from anywhere](https://blog.seifbassem.com/blogs/posts/azure-arc-ssh) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2022)** [javarevisited.blogspot.com: How to send POST Request with JSON Payload using Curl Command in Linux to Test RESTful Web Services?](https://javarevisited.blogspot.com/2022/08/how-to-post-json-data-with-curl-command.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./api.md)* + - **(2022)** [seifbassem.com: SSH into your Azure Arc-enabled servers from anywhere](https://blog.seifbassem.com/blogs/posts/azure-arc-ssh) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [Kubernetes setup with CRI-O Runtime](https://github.com/msfidelis/kubernetes-with-cri-o) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2021)** [hashinteractive.com: MONGODUMP AND MONGORESTORE VS MONGOEXPORT AND MONGOIMPORT](https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./nosql.md)* - **(2021)** [github.com/redhatdemocentral: OpenShift Container Platform Install Demo' 🌟](https://github.com/redhatdemocentral/ocp-install-demo) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)* + - **(2021)** [hashinteractive.com: MONGODUMP AND MONGORESTORE VS MONGOEXPORT AND MONGOIMPORT](https://hashinteractive.com/blog/mongodump-and-mongorestore-vs-mongoexport-and-mongoimport) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./nosql.md)* - **(2020)** [github.com/kelseyhightower: Serverless Vault with Cloud Run](https://github.com/kelseyhightower/serverless-vault-with-cloud-run) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2019)** [groundnuty/k8s-wait-for 🌟](https://github.com/groundnuty/k8s-wait-for) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2016)** [zshdb.readthedocs.io](https://zshdb.readthedocs.io/en/latest) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* @@ -3668,6 +3668,9 @@ Resources indexed by their primary source language or document format. - **(2020)** [asdf-kubectl](https://github.com/asdf-community/asdf-kubectl) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2019)** [Kubernetes v1.16 API deprecation testing](https://gist.github.com/jimangel/0014770713cdca8b363816930ef2520f) 🌟🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-releases.md)* - **(2016)** [Avoiding pitfalls running Mongo 3.2 in Docker on OSX](https://iainhunter.wordpress.com/2016/01/12/avoiding-pitfalls-running-mongo-3-2-in-docker-on-osx) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./nosql.md)* + - **(2026)** [KIE Server](https://hub.docker.com/r/jboss/kie-server) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./postman.md)* + - **(2026)** [github.com/sclorg/](https://github.com/sclorg) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)* + - **(2026)** [github.com/sclorg/mariadb-container](https://github.com/sclorg/mariadb-container) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)* - **(2026)** [Bash and Expect Snippets](https://www.igoroseledko.com/bash-and-expect-snippets) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2026)** [lzone.de/cheat-sheet/Maven](https://lzone.de) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [journaldev.com](https://www.digitalocean.com/community/tutorials/maven-commands-options-cheat-sheet) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)* @@ -3684,36 +3687,33 @@ Resources indexed by their primary source language or document format. - **(2026)** [developers.redhat.com: Debezium on OpenShift Cheat Sheet](https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [codingharbour.com: kafkacat cheatsheet](https://codingharbour.com/kafkacat-cheatsheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.md)* - - **(2026)** [KIE Server](https://hub.docker.com/r/jboss/kie-server) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./postman.md)* - - **(2026)** [github.com/sclorg/](https://github.com/sclorg) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)* - - **(2026)** [github.com/sclorg/mariadb-container](https://github.com/sclorg/mariadb-container) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)* - **(2025)** [openobserve/debug-container](https://github.com/openobserve/debug-container) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [galaxy.ansible.com/cloudalchemy/node-exporter](https://galaxy.ansible.com/cloudalchemy/node-exporter) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2024)** [github.com: Openshift 4 training](https://github.com/openshift/training) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)* - - **(2024)** [github.com/Reaimua/AWS-CLI-Uploader-Project](https://github.com/Reaimua/AWS-CLI-Uploader-Project) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./aws.md)* - **(2024)** [blog.techiescamp.com: wcurl: A Simple Wrapper for curl to download files](https://blog.techiescamp.com/docs/wcurl) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./linux.md)* - **(2024)** [Telegraf Ansible Role](https://github.com/rossmcdonald/telegraf) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2024)** [galaxy.ansible.com/UnderGreen/prometheus-node-exporter](https://galaxy.ansible.com/UnderGreen/prometheus-node-exporter) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - **(2024)** [galaxy.ansible.com/mesaguy/prometheus](https://galaxy.ansible.com/mesaguy/prometheus) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)* - - **(2023)** [gist.github.com: Creating and Publishing NuGet Packages](https://gist.github.com/andykuszyk/a5ee80ae263e77f651bed878c1deb03b) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./dotnet.md)* + - **(2024)** [github.com/Reaimua/AWS-CLI-Uploader-Project](https://github.com/Reaimua/AWS-CLI-Uploader-Project) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./aws.md)* - **(2023)** [iximiuz.com: How To Publish a Port of a Running Container 🌟](https://iximiuz.com/en/posts/docker-publish-port-of-running-container) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./docker.md)* - **(2023)** [iximiuz.com: Docker: How To Debug Distroless And Slim Containers 🌟](https://iximiuz.com/en/posts/docker-debug-slim-containers) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./docker.md)* - - **(2023)** [KDBG: Small Kubernetes debugging container](https://github.com/nvucinic/kdbg) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)* - **(2023)** [developers.redhat.com: Remote container development with VS Code and Podman' 🌟](https://developers.redhat.com/articles/2023/02/14/remote-container-development-vs-code-and-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./visual-studio.md)* + - **(2023)** [KDBG: Small Kubernetes debugging container](https://github.com/nvucinic/kdbg) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)* - **(2023)** [bitnami/cluster-autoscaler](https://hub.docker.com/r/bitnami/cluster-autoscaler) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)* - - **(2022)** [freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow](https://www.freecodecamp.org/news/how-to-fork-a-github-repository) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)* - - **(2022)** [freecodecamp.org: How to Create and Sync Git and GitHub Repositories](https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)* - - **(2022)** [tylercipriani.com: GitHub's Missing Merge Option](https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)* - - **(2022)** [github.com/OvidiuBorlean/kubectl-sockperf](https://github.com/OvidiuBorlean/kubectl-sockperf) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2022)** [bhupesh.me: How I reduced the size of my very first published docker image by 40% - A lesson in dockerizing shell scripts 🌟](https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./docker.md)* + - **(2023)** [gist.github.com: Creating and Publishing NuGet Packages](https://gist.github.com/andykuszyk/a5ee80ae263e77f651bed878c1deb03b) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./dotnet.md)* + - **(2022)** [gitlab.com/redhatdemocentral 🌟](https://gitlab.com/redhatdemocentral) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)* - **(2022)** [github.com/metaleapca: metaleap-devops-in-k8s.pdf](https://github.com/metaleapca/metaleap-devops-in-k8s/blob/main/metaleap-devops-in-k8s.pdf) 🌟 [CASE STUDY] [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2022)** [opensource.com: Run containers on Linux without sudo in Podman](https://opensource.com/article/22/1/run-containers-without-sudo-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)* - **(2022)** [redhat.com: How to replace Docker with Podman on a Mac, revisited](https://www.redhat.com/en/blog/replace-docker-podman-mac-revisited) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)* - **(2022)** [How to use the --privileged flag with container engines](https://www.redhat.com/en/blog/privileged-flag-container-engines) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)* - **(2022)** [dev.to: Containers without Docker (podman, buildah, and skopeo)](https://dev.to/cedricclyburn/containers-without-docker-podman-buildah-and-skopeo-1eal) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)* - - **(2022)** [gitlab.com/redhatdemocentral 🌟](https://gitlab.com/redhatdemocentral) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)* + - **(2022)** [github.com/OvidiuBorlean/kubectl-sockperf](https://github.com/OvidiuBorlean/kubectl-sockperf) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2022)** [freecodecamp.org: How to Fork a GitHub Repository – A Complete Workflow](https://www.freecodecamp.org/news/how-to-fork-a-github-repository) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)* + - **(2022)** [freecodecamp.org: How to Create and Sync Git and GitHub Repositories](https://www.freecodecamp.org/news/create-and-sync-git-and-github-repositories) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)* + - **(2022)** [tylercipriani.com: GitHub's Missing Merge Option](https://tylercipriani.com/blog/2022/09/30/githubs-missing-merge-option) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)* + - **(2022)** [bhupesh.me: How I reduced the size of my very first published docker image by 40% - A lesson in dockerizing shell scripts 🌟](https://bhupesh.me/publishing-my-first-ever-dockerfile-optimization-ugit) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./docker.md)* - **(2022)** [tecmint.com: How to Calculate IP Subnet Address with ipcalc Tool](https://www.tecmint.com/calculate-ip-subnet-address-with-ipcalc-tool) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./networking.md)* - - **(2021)** [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)* + - **(2021)** [shipa.io: Developing and deploying applications to Kubernetes locally with Shipa and Minikube](https://shipa.io/deploying-applications-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./demos.md)* *... and 82 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -3782,9 +3782,9 @@ Resources indexed by their primary source language or document format. Click to view 43 resources under Sql Content - **(2024)** [==github.com/enochtangg/quick-SQL-cheatsheet: Quick SQL Cheatsheet 🌟==](https://github.com/enochtangg/quick-SQL-cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2021)** [cloud.google.com: How to use a machine learning model from a Google Sheet using BigQuery ML](https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml) 🌟🌟🌟 [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./mlops.md)* - **(2021)** [dagster.io: Postgres: a better message queue than Kafka?](https://dagster.io/blog/skip-kafka-use-postgres-message-queue) 🌟🌟🌟 [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* + - **(2021)** [cloud.google.com: How to use a machine learning model from a Google Sheet using BigQuery ML](https://cloud.google.com/blog/topics/developers-practitioners/how-use-machine-learning-model-google-sheet-using-bigquery-ml) 🌟🌟🌟 [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./ocp4.md)* - **(2025)** [github.com/ABZ-Aaron: SQL Cheat Sheet 🌟](https://github.com/ABZ-Aaron/cheat-sheets) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2025)** [postgrescheatsheet.com](https://www.tigerdata.com/learn/postgres-cheat-sheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2024)** [intellipaat.com: SQL Commands Cheat Sheet](https://intellipaat.com/blog/tutorial/sql-tutorial/sql-commands-cheat-sheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* @@ -3794,16 +3794,13 @@ Resources indexed by their primary source language or document format. - **(2024)** [datadoghq.com: PostgreSQL Cheatsheet](https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2023)** [github.com/swapnakpanda: SQL_CheatSheet.png](https://github.com/swapnakpanda/Infographics/blob/main/Cheat%20Sheet/Database/SQL_CheatSheet.png) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2023)** [opensource.com: MariaDB and mySQL cheat sheet](https://opensource.com/downloads/mariadb-mysql-cheat-sheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)* - - **(2023)** [thenewstack.io: Why (and How) You Should Manage JSON with SQL](https://thenewstack.io/why-and-how-you-should-manage-json-with-sql) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./yaml.md)* - **(2023)** [cloudquery.io: Building an Open-Source Cloud Asset Inventory with CloudQuery and Grafana](https://www.cloudquery.io/learning-center/cloud-asset-management) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./cloud-asset-inventory.md)* + - **(2023)** [thenewstack.io: Why (and How) You Should Manage JSON with SQL](https://thenewstack.io/why-and-how-you-should-manage-json-with-sql) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./yaml.md)* - **(2023)** [geeksforgeeks.org: Best Practices for SQL Query Optimization](https://www.geeksforgeeks.org/sql/best-practices-for-sql-query-optimizations) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2023)** [blog.eduguru.in: mysql create index on table](https://blog.eduguru.in/mysql-2/mysql-create-index-on-table) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2022)** [steampipe.io: Top 3 ways to improve GitHub org security](https://steampipe.io/blog/github-security-tips) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./git.md)* - **(2022)** [blog.crunchydata.com: Devious SQL: Message Queuing Using Native PostgreSQL](https://www.crunchydata.com/blog/message-queuing-using-native-postgresql) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [Extending and exploring alarm history in Amazon CloudWatch – part 2](https://aws.amazon.com/blogs/mt/extending-and-exploring-alarm-history-in-amazon-cloudwatch-part-2) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./aws.md)* - - **(2021)** [info.crunchydata.com: PostgreSQL Monitoring for Application Developers: The DBA Fundamentals](https://www.crunchydata.com/blog/postgresql-monitoring-for-application-developers-dba-stats) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - - **(2021)** [info.crunchydata.com: Tuning Your Postgres Database for High Write Loads](https://www.crunchydata.com/blog/tuning-your-postgres-database-for-high-write-loads) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - - **(2021)** [blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements](https://www.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - **(2021)** [freecodecamp.org: SQL Join Types – Inner Join VS Outer Join Example](https://www.freecodecamp.org/news/sql-join-types-inner-join-vs-outer-join-example) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [freecodecamp.org: The SQL Inner Join Command: Example Syntax](https://www.freecodecamp.org/news/the-sql-inner-join-command-example-syntax) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [freecodecamp.org: SQL Inner Join – How to Join 3 Tables in SQL and MySQL](https://www.freecodecamp.org/news/sql-inner-join-how-to-join-3-tables-in-sql-and-mysql) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* @@ -3814,16 +3811,19 @@ Resources indexed by their primary source language or document format. - **(2021)** [blog.crunchydata.com: Cut Out the Middle Tier: Generating JSON Directly from Postgres](https://www.crunchydata.com/blog/generating-json-directly-from-postgres) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [percona.com: Should I Create an Index on Foreign Keys in PostgreSQL?](https://www.percona.com/blog/should-i-create-an-index-on-foreign-keys-in-postgresql) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2021)** [blog.crunchydata.com: Postgres Indexes for Newbies](https://www.crunchydata.com/blog/postgres-indexes-for-newbies) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2021)** [info.crunchydata.com: PostgreSQL Monitoring for Application Developers: The DBA Fundamentals](https://www.crunchydata.com/blog/postgresql-monitoring-for-application-developers-dba-stats) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* + - **(2021)** [info.crunchydata.com: Tuning Your Postgres Database for High Write Loads](https://www.crunchydata.com/blog/tuning-your-postgres-database-for-high-write-loads) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* + - **(2021)** [blog.crunchydata.com: Query Optimization in Postgres with pg_stat_statements](https://www.crunchydata.com/blog/tentative-smarter-query-optimization-in-postgres-starts-with-pg_stat_statements) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - **(2020)** [Writing Customized Reports Using Metering Operator](https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator) [LEGACY] [SQL CONTENT] β€” *Go to [Section](./demos.md)* - - **(2020)** [sysdig.com: Top 10 metrics in PostgreSQL monitoring with Prometheus 🌟](https://www.sysdig.com/blog/postgresql-monitoring) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./prometheus.md)* - - **(2020)** [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./prometheus.md)* - - **(2020)** [info.crunchydata.com: Quickly Document Your Postgres Database Using psql Meta-Commands](https://www.crunchydata.com/blog/d-meta) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - - **(2020)** [info.crunchydata.com: Fast CSV and JSON Ingestion in PostgreSQL with COPY](https://www.crunchydata.com/blog/fast-csv-and-json-ingestion-in-postgresql-with-copy) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - - **(2020)** [info.crunchydata.com: Migrating from Oracle to PostgreSQL: Tips and Tricks](https://www.crunchydata.com/blog/migrating-from-oracle-to-postgresql-questions-and-considerations) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* - - **(2020)** [towardsdatascience.com: You Should Use This to Visualize SQL Joins Instead of Venn Diagrams](https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - - **(2020)** [percona.com: MySQL 101: How to Find and Tune a Slow SQL Query](https://www.percona.com/blog/mysql-101-how-to-find-and-tune-a-slow-sql-query) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* - **(2020)** [noti.st: Change Data Capture with Flink SQL and Debezium 🌟](https://noti.st/morsapaes/liQzgs/change-data-capture-with-flink-sql-and-debezium) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2020)** [info.crunchydata.com: PostgreSQL Change Data Capture With Debezium](https://www.crunchydata.com/blog/postgresql-change-data-capture-with-debezium) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2020)** [towardsdatascience.com: You Should Use This to Visualize SQL Joins Instead of Venn Diagrams](https://towardsdatascience.com/you-should-use-this-to-visualize-sql-joins-instead-of-venn-diagrams-ede15f9583fc) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2020)** [info.crunchydata.com: Quickly Document Your Postgres Database Using psql Meta-Commands](https://www.crunchydata.com/blog/d-meta) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2020)** [percona.com: MySQL 101: How to Find and Tune a Slow SQL Query](https://www.percona.com/blog/mysql-101-how-to-find-and-tune-a-slow-sql-query) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2020)** [tech.marksblogg.com: Monitor ClickHouse column oriented database with Prometheus & Grafana](https://tech.marksblogg.com/clickhouse-prometheus-grafana.html) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)* + - **(2020)** [sysdig.com: Top 10 metrics in PostgreSQL monitoring with Prometheus 🌟](https://www.sysdig.com/blog/postgresql-monitoring) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./prometheus.md)* + - **(2020)** [info.crunchydata.com: Fast CSV and JSON Ingestion in PostgreSQL with COPY](https://www.crunchydata.com/blog/fast-csv-and-json-ingestion-in-postgresql-with-copy) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* + - **(2020)** [info.crunchydata.com: Migrating from Oracle to PostgreSQL: Tips and Tricks](https://www.crunchydata.com/blog/migrating-from-oracle-to-postgresql-questions-and-considerations) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.md)* @@ -3863,11 +3863,11 @@ Resources indexed by their primary source language or document format. Click to view 8 resources under Terraform Content - **(2025)** [Cloud Posse runs-on: GitHub Actions Self-Hosted Runners](https://docs.cloudposse.com/components/library/aws/runs-on) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./devops.md)* - - **(2025)** [Manage Azure IPAM with Terraform](https://mattias.engineer/blog/2025/azure-ipam-with-terraform) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [Announcing General Availability of Terraform Azure Verified Modules for Platform Landing Zone (ALZ)](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-general-availability-of-terraform-azure-verified-modules-for-platform/4366027) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2025)** [Manage Azure IPAM with Terraform](https://mattias.engineer/blog/2025/azure-ipam-with-terraform) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./terraform.md)* - **(2024)** [learn.microsoft.com: Introduction to using Azure Verified Modules for Terraform](https://learn.microsoft.com/en-us/samples/azure-samples/avm-terraform-labs/avm-terraform-labs) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2023)** [techcommunity.microsoft.com: Azure landing zones custom archetypes using Terraform](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [registry.terraform.io/modules/markti/github-runner](https://registry.terraform.io/modules/markti/github-runner/azurerm) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./git.md)* + - **(2023)** [techcommunity.microsoft.com: Azure landing zones custom archetypes using Terraform](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-landing-zones-custom-archetypes-using-terraform/3791172) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./azure.md)* - **(2022)** [dev.to: Sharing secrets to ECS in an AWS multi-account architecture](https://dev.to/aws-builders/sharing-secrets-to-ecs-in-an-aws-multi-account-architecture-5h1i) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./aws.md)* - **(2022)** [dev.to: Implement Azure AD Workload Identity on AKS with terraform](https://dev.to/maxx_don/implement-azure-ad-workload-identity-on-aks-with-terraform-3oho) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* @@ -3908,12 +3908,10 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 195 resources under Typescript Content + - **(2026)** [==github.com/backstage/backstage==](https://github.com/backstage/backstage) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)* - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - **(2026)** [==Awesome Angular==](https://github.com/PatrickJS/awesome-angular) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)* - - **(2026)** [==cal.com==](https://cal.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)* - - **(2026)** [==github.com/backstage/backstage==](https://github.com/backstage/backstage) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)* - - **(2026)** [==Microsoft/azure-pipelines-tasks==](https://github.com/Microsoft/azure-pipelines-tasks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)* - - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)* - **(2026)** [==React+TypeScript Cheatsheets==](https://github.com/typescript-cheatsheets/react) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)* - **(2026)** [==**GitHub build-push-action**==](https://github.com/docker/build-push-action) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./docker.md)* - **(2026)** [==Docker==](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* @@ -3925,35 +3923,38 @@ Resources indexed by their primary source language or document format. - **(2026)** [==Draw.io Integration==](https://marketplace.visualstudio.com/items?itemName=hediet.vscode-drawio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [==GitHub Pull Requests and Issues 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [==marketplace.visualstudio.com: GitHub Repositories 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.remotehub) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2026)** [==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK==](https://github.com/awslabs/cdk-eks-blueprints) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* - - **(2026)** [==joplin==](https://github.com/laurent22/joplin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)* - - **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2026)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2026)** [==cal.com==](https://cal.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)* - **(2026)** [==Backstage Developer Portal:==](https://backstage.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./developerportals.md)* - **(2026)** [==mockoon 🌟==](https://mockoon.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./api.md)* - - **(2025)** [==saml-to/assume-aws-role-action==](https://github.com/saml-to/assume-aws-role-action) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws.md)* - - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./iac.md)* - - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)* - - **(2025)** [==github.com/microsoft/pyright==](https://github.com/microsoft/pyright) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./python.md)* + - **(2026)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2026)** [==aws-quickstart/cdk-eks-blueprints: Amazon EKS Blueprints for CDK==](https://github.com/awslabs/cdk-eks-blueprints) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* + - **(2026)** [==Microsoft/azure-pipelines-tasks==](https://github.com/Microsoft/azure-pipelines-tasks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)* + - **(2026)** [==joplin==](https://github.com/laurent22/joplin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)* + - **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2025)** [==github.com/aws-samples/aws-customer-playbook-framework 🌟==](https://github.com/aws-samples/aws-customer-playbook-framework) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)* - - **(2025)** [==terraform-cdk 🌟==](https://github.com/hashicorp/terraform-cdk) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [==GitHub MCP Server==](https://github.com/modelcontextprotocol/servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)* - - **(2024)** [==github.com/aws-samples/aws-cdk-stack-builder-tool==](https://github.com/aws-samples/aws-cdk-stack-builder-tool) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws.md)* - - **(2024)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* + - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)* + - **(2025)** [==terraform-cdk 🌟==](https://github.com/hashicorp/terraform-cdk) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2025)** [==github.com/microsoft/pyright==](https://github.com/microsoft/pyright) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./python.md)* + - **(2025)** [==AZVerify: Bridging Azure Resources, Bicep Templates, and Diagrams with GitHub' Copilot==](https://github.com/Azure/AZVerify) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./iac.md)* + - **(2025)** [==saml-to/assume-aws-role-action==](https://github.com/saml-to/assume-aws-role-action) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws.md)* - **(2024)** [==github.com/microsoft: Contoso Traders - Cloud testing tools demo app==](https://github.com/microsoft/contosotraders-cloudtesting) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)* - - **(2023)** [==GitHub Copilot 🌟==](https://github.com/copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)* + - **(2024)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* + - **(2024)** [==github.com/aws-samples/aws-cdk-stack-builder-tool==](https://github.com/aws-samples/aws-cdk-stack-builder-tool) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws.md)* - **(2023)** [==Teleskope==](https://github.com/teleskopeView/teleskope_k8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2023)** [==GitHub Copilot 🌟==](https://github.com/copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)* + - **(2023)** [==redpanda-data/kowl==](https://github.com/redpanda-data/console) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2023)** [==Grafana Faro 🌟==](https://grafana.com/oss/faro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./grafana.md)* - **(2023)** [==automationqahub.com: How to build a Playwright Page Object Model==](https://automationqahub.com/how-to-build-playwright-page-object-model) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2023)** [==github.com: kiali==](https://github.com/kiali/kiali) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./istio.md)* - - **(2023)** [==redpanda-data/kowl==](https://github.com/redpanda-data/console) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2022)** [==github.com/oslabs-beta/oslabs==](https://github.com/oslabs-beta/KubernOcular) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2021)** [==github.com/giscus/giscus==](https://github.com/giscus/giscus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)* - **(2021)** [==kubeshop/monokle==](https://github.com/kubeshop/monokle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2021)** [==github.com/giscus/giscus==](https://github.com/giscus/giscus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)* - **(2021)** [==willdady/cdk-iam-credentials-rotator: IAM Credentials Rotator==](https://github.com/willdady/cdk-iam-credentials-rotator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-security.md)* - **(2017)** [==Azure/vscode-kubernetes-tools 🌟==](https://github.com/vscode-kubernetes-tools/vscode-kubernetes-tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2016)** [==GitLens interactive rebase==](https://github.com/gitkraken/vscode-gitlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2026)** [**rancherdesktop.io**](https://rancherdesktop.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)* - **(2026)** [**Jest**](https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [**MongoDB for VS Code**](https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [**marketplace.visualstudio.com: GitOps Tools for Flux 🌟**](https://marketplace.visualstudio.com/items?itemName=Weaveworks.vscode-gitops-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* @@ -3972,18 +3973,17 @@ Resources indexed by their primary source language or document format. - **(2026)** [**Azure Resource Manager (ARM) Tools 🌟**](https://marketplace.visualstudio.com/items?itemName=msazurermtools.azurerm-vscode-tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [**IAM Legend**](https://marketplace.visualstudio.com/items?itemName=SebastianBille.iam-legend) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [**marketplace.visualstudio.com: Azure App Service for Visual Studio Code**](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-azureappservice) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2026)** [**rancherdesktop.io**](https://rancherdesktop.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)* - **(2026)** [**github.com/openshift/console 🌟**](https://github.com/openshift/console) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2025)** [**Rancher Desktop 🌟**](https://github.com/rancher-sandbox/rancher-desktop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)* + - **(2025)** [**Rancher Desktop 🌟**](https://github.com/rancher-sandbox/rancher-desktop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2025)** [**Brainboard 🌟**](https://www.brainboard.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [**kubeshop.github.io/monokle**](https://docs.monokle.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2024)** [**DVC**](https://marketplace.visualstudio.com/items?itemName=Iterative.dvc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./mlops.md)* - **(2024)** [**kui.tools 🌟**](https://kui.tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2023)** [**cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot**](https://github.com/cremich/cdk-bill-bot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./finops.md)* - **(2023)** [**infoq.com: CDK for Terraform Improves HCL Conversion and Terraform Cloud Interactions**](https://www.infoq.com/news/2023/04/cdk-terraform-convert) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - **(2023)** [**automationqahub.com: How to Configure Playwright**](https://automationqahub.com/how-to-install-playwright-tool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2023)** [**automationqahub.com: How to Configure multiple environments in Playwright**](https://automationqahub.com/how-to-configure-multiple-environments-in-playwright) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* + - **(2023)** [**cremich/cdk-bill-bot: Welcome to Bill - the cost optimization bot**](https://github.com/cremich/cdk-bill-bot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./finops.md)* - **(2020)** [**github.com/hayao-k/cdk-ecr-image-scan-notify**](https://github.com/hayao-k/cdk-ecr-image-scan-notify) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-newfeatures.md)* - **(2026)** [github.com/komodorio/validkube](https://github.com/komodorio/validkube) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2026)** [Turbo Console Log](https://marketplace.visualstudio.com/items?itemName=ChakrounAnas.turbo-console-log) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* @@ -3993,21 +3993,21 @@ Resources indexed by their primary source language or document format. - **(2026)** [marketplace.visualstudio.com: CodeSnap](https://marketplace.visualstudio.com/items?itemName=adpyke.codesnap) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2026)** [Discord Presence Theme](https://marketplace.visualstudio.com/items?itemName=icrawl.discord-vscode) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - **(2024)** [Kodiak](https://kodiakhq.com) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)* + - **(2024)** [Isoflow](https://isoflow.io) 🌟🌟🌟 [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2024)** [kubevious 🌟🌟](https://github.com/kubevious/kubevious) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2024)** [loft.sh: Kubernetes Dashboards: Headlamp](https://www.vcluster.com/blog/kubernetes-dashboards-headlamp) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2024)** [k8z.dev: A lightweight, modern mobile and desktop application for manage kubernetes. Easily for use fast, secure](https://k8z.dev) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2024)** [github.com/unxsist/jet-pilot](https://github.com/unxsist/jet-pilot) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2024)** [Lens Resource Map extension](https://github.com/nevalla/lens-resource-map-extension) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2024)** [Isoflow](https://isoflow.io) 🌟🌟🌟 [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* - **(2023)** [dev.to/aws-builders: Unleashing the Power of CDK and Terraform in Cloud Deployments](https://dev.to/aws-builders/unleashing-the-power-of-cdk-and-terraform-in-cloud-deployments-5680) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)* - - **(2023)** [blog.flant.com: Kui β€” a β€œhybrid” CLI/GUI application for working with Kubernetes](https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2023)** [cfn-diagram 🌟](https://github.com/mhlabs/cfn-diagram) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)* + - **(2023)** [blog.flant.com: Kui β€” a β€œhybrid” CLI/GUI application for working with Kubernetes](https://palark.com/blog/kui-hybrid-cli-gui-for-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2022)** [Azure-Samples/azure-pipelines-remote-tasks](https://github.com/Azure-Samples/azure-pipelines-remote-tasks) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)* - **(2019)** [kubernetes-sigs/kui](https://github.com/kubernetes-retired/kui) 🌟🌟🌟 [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./iac.md)* - **(2026)** [m9sweeper/m9sweeper](https://github.com/m9sweeper/m9sweeper) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cicd.md)* - **(2026)** [React Pure To Class](https://marketplace.visualstudio.com/items?itemName=angryobject.react-pure-to-class-vscode) 🌟🌟 [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)* - - **(2025)** [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2025)** [Draw.io MCP for Diagram Generation: Why It’s Worth Using](https://thomasthornton.cloud/draw-io-mcp-for-diagram-generation-why-its-worth-using) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai.md)* *... and 95 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
@@ -4155,28 +4155,28 @@ Resources indexed by their primary source language or document format.
Click to view top 100 of 417 resources under Yaml Content - - **(2026)** [==github.com/redhat-cop/gitops-catalog==](https://github.com/redhat-cop/gitops-catalog) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)* - **(2026)** [==github.com/k8spatterns/examples==](https://github.com/k8spatterns/examples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* + - **(2026)** [==github.com/redhat-cop/gitops-catalog==](https://github.com/redhat-cop/gitops-catalog) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)* - **(2026)** [==Ansible Role - Kubernetes (Jeff Geerling)==](https://github.com/geerlingguy/ansible-role-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)* - **(2026)** [==Apache Airflow official helm chart 🌟==](https://airflow.apache.org/docs/helm-chart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2025)** [==microsoft/azure-pipelines-yaml: Azure Pipelines YAML 🌟==](https://github.com/microsoft/azure-pipelines-yaml) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - **(2025)** [==Raspbernetes - Kubernetes Cluster: k8s-gitops==](https://github.com/xUnholy/k8s-gitops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2025)** [==microsoft/azure-pipelines-yaml: Azure Pipelines YAML 🌟==](https://github.com/microsoft/azure-pipelines-yaml) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - **(2024)** [==Ansible for DevOps Examples==](https://github.com/geerlingguy/ansible-for-devops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./devops.md)* - - **(2024)** [==github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide' 🌟==](https://github.com/nnellans/ado-pipelines-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - - **(2024)** [==OpenShift Tekton pipelines==](https://www.redhat.com/en/topics/devops/what-cicd-pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./tekton.md)* - **(2024)** [==github.com/onedr0p/flux-cluster-template: Template for deploying k3s backed by Flux==](https://github.com/onedr0p/cluster-template) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./flux.md)* - - **(2023)** [==Azure-Samples/azure-pipelines-variable-templates==](https://github.com/Azure-Samples/azure-pipelines-variable-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* + - **(2024)** [==OpenShift Tekton pipelines==](https://www.redhat.com/en/topics/devops/what-cicd-pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./tekton.md)* + - **(2024)** [==github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide' 🌟==](https://github.com/nnellans/ado-pipelines-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - **(2023)** [==OpenShift Pipelines Catalog==](https://github.com/openshift/pipelines-catalog) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [==youtube: Stop using shared secrets! CI/CD authentication the proper way==](https://www.youtube.com/watch?v=sd2wuAVush4) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./terraform.md)* + - **(2023)** [==Azure-Samples/azure-pipelines-variable-templates==](https://github.com/Azure-Samples/azure-pipelines-variable-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./azure.md)* + - **(2022)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2022)** [==kubernetes-common-services==](https://github.com/ManagedKube/kubernetes-common-services) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [==github.blog: Safeguard your containers with new container signing capability in GitHub Actions (cosign)==](https://github.blog/security/supply-chain-security/safeguard-container-signing-capability-actions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - - **(2022)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2022)** [==linkedin.com: Selenium 4 and Grid Integration with Kubernetes 🌟==](https://www.linkedin.com/pulse/selenium-4-grid-integration-kubernetes-rishi-khanna) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* + - **(2021)** [==ahmetb/kubernetes-network-policy-recipes 🌟==](https://github.com/ahmetb/kubernetes-network-policy-recipes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2021)** [==bmuschko/ckad-prep==](https://github.com/bmuschko/ckad-prep) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2021)** [==OpenSLO specification 🌟==](https://github.com/OpenSLO/OpenSLO) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./sre.md)* - - **(2021)** [==ahmetb/kubernetes-network-policy-recipes 🌟==](https://github.com/ahmetb/kubernetes-network-policy-recipes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes-networking.md)* - **(2021)** [==Kubectl output options 🌟==](https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./yaml.md)* - **(2021)** [==opensource.google: Prometheus SLO example==](https://github.com/google/prometheus-slo-burn-example) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)* + - **(2021)** [==OpenSLO specification 🌟==](https://github.com/OpenSLO/OpenSLO) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./sre.md)* - **(2020)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./helm.md)* - **(2020)** [==Sonatype Nexus Community: Nexus Kubernetes OpenShift 🌟==](https://github.com/sonatype-nexus-community/nexus-kubernetes-openshift) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./registries.md)* - **(2026)** [**Ansible Role: Docker 🌟**](https://github.com/geerlingguy/ansible-role-docker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* @@ -4184,44 +4184,43 @@ Resources indexed by their primary source language or document format. - **(2024)** [**github.com/k3s-io/k3s-ansible 🌟**](https://github.com/k3s-io/k3s-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2024)** [**techno-tim/k3s-ansible**](https://github.com/timothystewart6/k3s-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./rancher.md)* - **(2024)** [**click-to-deploy/sonarqube**](https://github.com/GoogleCloudPlatform/click-to-deploy/tree/master/k8s/sonarqube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./sonarqube.md)* - - **(2023)** [**dev.to: KeyCloak with Nginx Ingress**](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - - **(2023)** [**adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation 🌟**](https://adamtheautomator.com/mongodb-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./nosql.md)* - - **(2023)** [**lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions 🌟**](https://www.testmuai.com/blog/selenium-github-actions-example) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - **(2023)** [**fluxcd/flux2-multi-tenancy**](https://github.com/fluxcd/flux2-multi-tenancy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./flux.md)* + - **(2023)** [**dev.to: KeyCloak with Nginx Ingress**](https://dev.to/aws-builders/keycloak-with-nginx-ingress-6fo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* + - **(2023)** [**lambdatest.com: Complete Guide To Selenium Testing with GitHub Actions 🌟**](https://www.testmuai.com/blog/selenium-github-actions-example) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* + - **(2023)** [**adamtheautomator.com: How To Perform a MongoDB Kubernetes Installation 🌟**](https://adamtheautomator.com/mongodb-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./nosql.md)* - **(2023)** [**hub.helm.sh/charts/oteemo/sonarqube**](https://artifacthub.io/packages/helm/oteemo/sonarqube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./sonarqube.md)* - - **(2022)** [**confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp Vault**](https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2022)** [**blog.palark.com: Best practices for deploying highly available apps in Kubernetes. Part 1**](https://palark.com/blog/best-practices-kubernetes-part-1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - - **(2022)** [**thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster**](https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./nosql.md)* - **(2022)** [**dev.to: The most elegant way to performance test your microservices running on Kubernetes**](https://dev.to/ksingh7/the-most-elegant-way-to-performance-test-your-microservices-running-on-kubernetes-2mo2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)* + - **(2022)** [**confluent.io: How to Manage Secrets for Confluent with Kubernetes and HashiCorp Vault**](https://www.confluent.io/blog/manage-secrets-with-kubernetes-and-hashicorp-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2022)** [**docs.ansible.com: YAML anchors and aliases: sharing variable values**](https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks_advanced_syntax.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./yaml.md)* - **(2022)** [**blog.getambassador.io: Implementing gRPC-Web with Emissary-ingress**](https://blog.getambassador.io/implementing-grpc-web-with-emissary-ingress-22aa0d86aac) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./api.md)* - - **(2021)** [**blog.sighup.io: How to run Keycloak in HA on Kubernetes**](https://blog.sighup.io/keycloak-ha-on-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* + - **(2022)** [**thenewstack.io: Deploy MongoDB in a Container, Access It Outside the Cluster**](https://thenewstack.io/deploy-mongodb-in-a-container-access-it-outside-the-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./nosql.md)* - **(2021)** [**galaxy.ansible.com/nginxinc/nginx_core**](https://galaxy.ansible.com/nginxinc/nginx_core) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2021)** [**github.com/oravirt/ansible-oracle**](https://github.com/oravirt/ansible-oracle) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2021)** [**github.com/kostis-codefresh: How to Model Your Gitops Environments with' kustomize 🌟**](https://github.com/kostis-codefresh/gitops-environment-promotion) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./kustomize.md)* + - **(2021)** [**blog.sighup.io: How to run Keycloak in HA on Kubernetes**](https://blog.sighup.io/keycloak-ha-on-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2021)** [**flink.apache.org: How to natively deploy Flink on Kubernetes with High-Availability (HA)**](https://flink.apache.org/2021/02/10/native-k8s-with-ha.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2021)** [**github.com/kostis-codefresh: How to Model Your Gitops Environments with' kustomize 🌟**](https://github.com/kostis-codefresh/gitops-environment-promotion) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./kustomize.md)* - **(2020)** [**thorsten-hans.com: Encrypt your Kubernetes Secrets with Mozilla SOPS**](https://www.thorsten-hans.com/encrypt-your-kubernetes-secrets-with-mozilla-sops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2020)** [**blog.getambassador.io: Step-by-Step Centralized Authentication for Kubernetes with Keycloak and the Ambassador Edge Stack**](https://blog.getambassador.io/centralized-authentication-with-keycloak-and-ambassador-edge-stack-d509ffbc7b6f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2026)** [github.com/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)* - **(2025)** [ansible-role-jenkins](https://github.com/geerlingguy/ansible-role-jenkins) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2025)** [Codecentric Jenkins 🌟](https://github.com/codecentric/helm-charts) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)* - - **(2024)** [github.com/PyratLabs/ansible-role-k3s 🌟](https://github.com/PyratLabs/ansible-role-k3s) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2024)** [Kubernetes Examples](https://github.com/ContainerSolutions/kubernetes-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* + - **(2024)** [github.com/PyratLabs/ansible-role-k3s 🌟](https://github.com/PyratLabs/ansible-role-k3s) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2024)** [github.com/marketplace: Automating your Kubernetes dev environments with' the open source oktetohq Cloud got easier with GitHub Actions](https://github.com/marketplace?query=publisher%3Aokteto&type=actions) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - - **(2023)** [dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step Guide!](https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* - - **(2023)** [artifacthub.io: mlflow-server](https://artifacthub.io/packages/helm/mlflowserver/mlflow-server) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2023)** [flux2-kustomize-helm-example 🌟](https://github.com/fluxcd/flux2-kustomize-helm-example) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [kubernetes.io: Multi-tenancy 🌟🌟🌟](https://kubernetes.io/docs/concepts/security/multi-tenancy) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2023)** [github.com/automateyournetwork/automate_your_network: Automate Your Network' - John Capobianco - July 1st 2023](https://github.com/automateyournetwork/automate_your_network) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - - **(2023)** [flux2-kustomize-helm-example 🌟](https://github.com/fluxcd/flux2-kustomize-helm-example) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [github.com/myspotontheweb/gitops-workloads-demo](https://github.com/myspotontheweb/gitops-workloads-demo) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)* - - **(2022)** [sahansera.dev: Multi-stage builds for Ionic Apps with Azure Pipeline Templates](https://sahansera.dev/multi-stage-builds-with-azure-pipelines-ionic) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - - **(2022)** [sahansera.dev: Publishing Android Apps to Microsoft App Center from Azure DevOps](https://sahansera.dev/publishing-android-apps-to-microsoft-appcenter) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - - **(2022)** [infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench](https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* + - **(2023)** [dev.to/pavanbelagatti: Deploy Any AI/ML Application On Kubernetes: A Step-by-Step Guide!](https://dev.to/pavanbelagatti/deploy-any-aiml-application-on-kubernetes-a-step-by-step-guide-2i37) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2023)** [artifacthub.io: mlflow-server](https://artifacthub.io/packages/helm/mlflowserver/mlflow-server) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2022)** [Ansistrano](https://github.com/ansistrano) 🌟🌟🌟 [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2022)** [patrick.easte.rs: Forging an optimal MetalLB configuration](https://patrick.easte.rs/post/2022/forging-optimal-metallb-config) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [adaltas.com: Ingresses and Load Balancers in Kubernetes with MetalLB and' nginx-ingress](https://www.adaltas.com/en/2022/09/08/kubernetes-metallb-nginx) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - - **(2022)** [Ansistrano](https://github.com/ansistrano) 🌟🌟🌟 [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* + - **(2022)** [infracloud.io: Securing Kubernetes Cluster using Kubescape and kube-bench](https://www.infracloud.io/blogs/securing-kubernetes-cluster-kubescape-kubebench) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)* - **(2022)** [tutorials.virtualan.io: Idaithalam - Lowcode Test Automation](https://tutorials.virtualan.io) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)* - - **(2021)** [towardsdatascience.com: A Kubernetes architecture for machine learning web-application deployments](https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* + - **(2022)** [sahansera.dev: Multi-stage builds for Ionic Apps with Azure Pipeline Templates](https://sahansera.dev/multi-stage-builds-with-azure-pipelines-ionic) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.md)* + - **(2022)** [sahansera.dev: Publishing Android Apps to Microsoft App Center from Azure DevOps](https://sahansera.dev/publishing-android-apps-to-microsoft-appcenter) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.md)* - **(2021)** [blog.brujordet.no: Using custom hardware in kubernetes](https://blog.brujordet.no/post/homelab/using_custom_hardware_in_kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2021)** [ssbostan/jenkins-stack-kubernetes 🌟](https://github.com/ssbostan/jenkins-stack-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [strimzi.io: Using Kubernetes Configuration Provider to load data from Secrets and Config Maps](https://strimzi.io/blog/2021/07/22/using-kubernetes-config-provider-to-load-data-from-secrets-and-config-maps) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* @@ -4229,29 +4228,30 @@ Resources indexed by their primary source language or document format. - **(2021)** [confluent.io: Monitoring Your Event Streams: Integrating Confluent with Prometheus and Grafana](https://www.confluent.io/blog/monitor-kafka-clusters-with-prometheus-grafana-and-confluent) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2021)** [developers.redhat.com: Deploying the Mosquitto MQTT message broker on Red Hat OpenShift, Part 1](https://developers.redhat.com/blog/2021/04/16/deploying-the-mosquitto-mqtt-message-broker-on-red-hat-openshift-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2021)** [redhat.com: Monitoring Apache Airflow using Prometheus](https://www.redhat.com/en/blog/monitoring-apache-airflow-using-prometheus) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - - **(2020)** [jenkins-x.io: Setting up the secrets for your installation](https://jayex.io/v3/admin/setup/secrets) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* + - **(2021)** [towardsdatascience.com: A Kubernetes architecture for machine learning web-application deployments](https://towardsdatascience.com/a-kubernetes-architecture-for-machine-learning-web-application-deployments-632f7765ef29) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./mlops.md)* - **(2020)** [GitHub: redhat-cop OpenShift Toolkit Network Policy 🌟](https://github.com/redhat-cop/openshift-toolkit/tree/master/networkpolicy) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)* + - **(2020)** [jenkins-x.io: Setting up the secrets for your installation](https://jayex.io/v3/admin/setup/secrets) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)* - **(2020)** [developers.redhat.com: how easy to deploy and configure a Kafka Connect on Kubernetes through strimziio operator and use secrets](https://developers.redhat.com/blog/2020/02/14/using-secrets-in-apache-kafka-connect-configuration) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2020)** [developers.redhat.com: Connecting external clients to Red Hat AMQ Broker on Red Hat OpenShift](https://developers.redhat.com/blog/2020/08/26/connecting-external-clients-to-red-hat-amq-broker-on-red-hat-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* - **(2018)** [Kubernetes DaemonSet that enables a direct shell on each Node using SSH to localhost](https://gist.github.com/xandout/8d24558c75c53f3cb8bf0a97ec25fcfc) 🌟🌟🌟 [LEGACY] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2017)** [developers.redhat.com: JDBC Master-Slave Persistence setup with Activemq using Postgresql database](https://developers.redhat.com/blog/2017/10/05/jdbc-master-slave-persistence-setup-activemq-using-postgresql-database) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)* + - **(2023)** [github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery' with Flux v2, Flagger and Istio 🌟](https://github.com/stefanprodan/gitops-istio) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [Tronde/ansible-role-rhel-patchmanagement](https://github.com/Tronde/ansible-role-rhel-patchmanagement) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)* - **(2023)** [GitHub redhat-cop: Ansible Role 🌟](https://github.com/redhat-cop/infra-ansible) 🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)* - - **(2023)** [github.com/stefanprodan/gitops-istio: A GitOps recipe for Progressive Delivery' with Flux v2, Flagger and Istio 🌟](https://github.com/stefanprodan/gitops-istio) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2023)** [blog.tekspace.io: Deploying Kubernetes Dashboard in K3S Cluster](https://blog.tekspace.io/deploying-kubernetes-dashboard-in-k3s-cluster) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)* - **(2022)** [debianmaster/actions-k3s](https://github.com/debianmaster/actions-k3s) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - - **(2021)** [ssbostan/jenkins-stack-docker](https://github.com/ssbostan/jenkins-stack-docker) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2021)** [StarpTech/k-andy](https://github.com/StarpTech/k-andy) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* + - **(2021)** [ssbostan/jenkins-stack-docker](https://github.com/ssbostan/jenkins-stack-docker) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)* - **(2019)** [Configure bitbucket-pipelines.yml to automatically merge feature branch to master?](https://community.atlassian.com/forums/Bitbucket-questions/configure-bitbucket-pipelines-yml-to-automatically-merge-feature/qaq-p/793222) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)* - - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./devops.md)* + - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)* - **(2026)** [kyverno.io: Auto-Gen Rules for Pod Controllers](https://kyverno.io/docs/writing-policies/autogen) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)* - **(2026)** [artifacthub.io: Official Helm charts for HAProxy and the HAProxy Kubernetes Ingress Controller on Artifact Hub 🌟](https://artifacthub.io/packages/search?repo=haproxytech) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)* - **(2026)** [prometheus-community.github.io: Prometheus Community Kubernetes Helm Charts 🌟](https://prometheus-community.github.io/helm-charts) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)* + - **(2025)** [ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops](https://labs.demoredhat.com/demos) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* + - **(2025)** [galaxy.ansible.com/ansible/product_demos 🌟](https://galaxy.ansible.com/ansible/product_demos) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2025)** [Automate Pull Request Descriptions in Azure DevOps with Azure OpenAI](https://johnlokerse.dev/2025/02/10/automate-pull-request-descriptions-in-azure-devops-with-azure-openai) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ai.md)* - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)* - **(2025)** [docs.cloudbees.com: Configuration as Code for CloudBees Core on modern cloud platforms](https://docs.cloudbees.com/docs/cloudbees-ci/latest/casc-controller/distribute-casc-bundles-from-oc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)* - - **(2025)** [ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops](https://labs.demoredhat.com/demos) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - - **(2025)** [galaxy.ansible.com/ansible/product_demos 🌟](https://galaxy.ansible.com/ansible/product_demos) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)* - **(2025)** [Automate Terraform Testing with Azure DevOps Pipelines](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)* - **(2025)** [docs.ansible.com: Netbox Ansible Modules 🌟](https://docs.ansible.com/projects/ansible/latest/collections/netbox/netbox/index.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./networking.md)* @@ -4283,7 +4283,7 @@ Resources indexed by their primary source language or document format. Click to view 2 resources under Yaml/Go Content - **(2024)** [**wardviaene/kubernetes-course**](https://github.com/wardviaene/kubernetes-course) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML/GO CONTENT] β€” *Go to [Section](./demos.md)* - - **(2022)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [COMMUNITY-TOOL] [YAML/GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)* + - **(2022)** [learnk8s.io: Provisioning cloud resources (AWS, GCP, Azure) in Kubernetes](https://learnkube.com/cloud-resources-kubernetes) [COMMUNITY-TOOL] [YAML/GO CONTENT] β€” *Go to [Section](./databases.md)*
diff --git a/v2-docs/tech-digest.md b/v2-docs/tech-digest.md index d3a0b9c5..2c7a31ca 100644 --- a/v2-docs/tech-digest.md +++ b/v2-docs/tech-digest.md @@ -206,16 +206,16 @@ search: | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-12 | [github.com/vmware-tanzu/velero](https://github.com/velero-io/velero) | πŸ”΄ critical | Velero is the de facto industry standard for backing up and restoring Kubernetes persistent volumes and cluster state. | - | 2026-06-10 | [github.com/CrunchyData/postgres-operator](https://github.com/CrunchyData/postgres-operator) | 🟑 high | Crunchy Postgres Operator is a leading enterprise-grade solution that automates highly available, declarative database orchestration on Kubernetes. | - | 2026-06-01 | [**Debezium**:](https://debezium.io) | 🟑 high | Debezium is the industry-standard log-based Change Data Capture (CDC) platform, powering modern real-time event-driven data pipelines. | - | 2026-06-01 | [Apache Flink](https://flink.apache.org) | 🟑 high | Apache Flink is the leading distributed engine for real-time, stateful stream processing across global enterprise architectures. | - | 2026-06-01 | [Longhorn](https://longhorn.io) | πŸ”΄ critical | Longhorn is a CNCF-graduated, highly resilient distributed block storage engine designed specifically for Kubernetes workloads. | - | 2026-06-01 | [OpenEBS](https://openebs.io) | 🟑 high | OpenEBS is a versatile Container Attached Storage (CAS) platform that simplifies dynamic local and cloud-attached volume provisioning on Kubernetes. | - | 2026-06-01 | [strimzi.io](https://strimzi.io) | πŸ”΄ critical | Strimzi is the premier CNCF project for running, securing, and managing production-grade Apache Kafka clusters natively in Kubernetes. | - | 2026-06-01 | [min.io](https://www.min.io) | πŸ”΄ critical | MinIO is the standard-bearer for high-performance, S3-compatible private object storage engineered natively for Kubernetes workloads. | - | 2026-06-01 | [Redpanda 🌟](https://www.redpanda.com) | 🟑 high | Redpanda represents a massive technical leap, offering a JVM-free, C++ powered Kafka-compatible streaming engine built on a thread-per-core model. | - | 2026-06-12 | [Zalando Postgres Operator](https://github.com/zalando/postgres-operator) | 🟑 high | The Zalando Postgres Operator is a highly trusted, production-proven standard for orchestrating resilient, HA PostgreSQL clusters on Kubernetes. | + | 2026-06-12 | [Zalando Postgres Operator](https://github.com/zalando/postgres-operator) | πŸ”΄ critical | The industry-standard operator for deploying highly available PostgreSQL clusters with Patroni on Kubernetes. | + | 2026-06-12 | [github.com/vmware-tanzu/velero](https://github.com/velero-io/velero) | πŸ”΄ critical | The de facto open-source standard for backing up, restoring, and migrating Kubernetes cluster resources and persistent volumes. | + | 2026-06-01 | [**Debezium**:](https://debezium.io) | 🟑 high | The industry-standard platform for log-based Change Data Capture (CDC), enabling real-time streaming of database modifications. | + | 2026-06-01 | [Apache Flink](https://flink.apache.org) | πŸ”΄ critical | The leading framework for stateful stream processing, offering sub-millisecond execution times for real-time event logs. | + | 2026-06-01 | [Apache Kafka](https://kafka.apache.org) | πŸ”΄ critical | The de facto industry-standard distributed event streaming platform used by thousands of enterprises. | + | 2026-06-01 | [Longhorn](https://longhorn.io) | πŸ”΄ critical | A graduated CNCF project providing lightweight, highly available, and reliable distributed block storage built natively for Kubernetes. | + | 2026-06-01 | [OpenEBS](https://openebs.io) | 🟑 high | A leading Container Attached Storage (CAS) system that simplifies dynamic local and cloud-attached volume provisioning in Kubernetes. | + | 2026-06-01 | [strimzi.io](https://strimzi.io) | πŸ”΄ critical | The premier CNCF project for running Apache Kafka natively on Kubernetes using the Operator pattern. | + | 2026-06-01 | [min.io](https://www.min.io) | πŸ”΄ critical | The industry-standard, high-performance, S3-compatible object storage platform optimized for cloud-native Kubernetes deployments. | + | 2026-06-01 | [Redpanda 🌟](https://www.redpanda.com) | 🟑 high | A modern, high-performance Kafka-compatible streaming platform written in C++ that eliminates JVM overhead and ZooKeeper dependencies. | === "Last 6 Months" @@ -542,46 +542,46 @@ search: | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | As the industry standard for GitOps-based continuous delivery, Argo CD is vital for synchronizing live Kubernetes cluster states with declarative Git configurations. | - | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | Flux v2 is a foundational CNCF graduated project that implements a highly parallelized, modular GitOps controller architecture for enterprise-grade reconciliation. | - | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | πŸ”΄ critical | Dagger represents a major paradigm shift in CI/CD by replacing brittle YAML pipelines with portable, code-driven workflows executed on BuildKit. | - | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | 🟑 high | Tekton Pipelines provides the definitive Kubernetes-native CI engine using custom resource definitions to run modular, containerized build steps. | - | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | The tofu-controller natively brings GitOps principles to OpenTofu and Terraform, standardizing infrastructure-as-code execution within Kubernetes control planes. | - | 2026-06-14 | [Helm](https://nubenetes.com/helm) | 🟑 high | Helm remains the indispensable package manager for Kubernetes, defining how cloud-native applications are structured, versioned, and shared across environments. | - | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | Keptn bridges continuous delivery and operations by orchestrating SLO-based quality gates and automated canary promotions using cloud-native control planes. | - | 2026-06-14 | [feat(ui): Add AppSet to Application Resource Tree in Argo CD](https://github.com/argoproj/argo-cd/pull/26601) | 🟑 high | Integrating ApplicationSets directly into the Argo CD UI greatly simplifies the observability and visualization of complex, multi-tenant GitOps topologies. | - | 2026-06-08 | [kubernetes-plugin: Kubernetes plugin for Jenkins 🌟](https://github.com/jenkinsci/kubernetes-plugin) | 🟑 high | This plugin is critical for hybrid enterprises modernizing legacy workloads, allowing Jenkins to dynamically scale isolated executor pods directly on Kubernetes. | - | 2026-06-14 | [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) | 🟑 high | Glasskube introduces a next-generation package manager for Kubernetes, significantly improving package discovery, automated updates, and dependency management. | + | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | The definitive industry standard for Kubernetes-native GitOps, enabling declarative, secure, and continuous application delivery. | + | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | A core CNCF GitOps engine that provides highly parallelized and decoupled multi-tenant reconciliation for Kubernetes clusters. | + | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | πŸ”΄ critical | Dagger introduces a paradigm shift by replacing complex, vendor-locked YAML pipelines with portable, code-based CI/CD environments built on BuildKit. | + | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | 🟑 high | A powerful Kubernetes-native CI/CD framework that uses Custom Resource Definitions to standardize decentralized, step-based pipeline execution. | + | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | Extends GitOps mechanics to modern infrastructure-as-code, allowing teams to reconcile OpenTofu and Terraform resources natively in-cluster. | + | 2026-06-13 | [Prow](https://github.com/kubernetes/test-infra/tree/master/prow) | 🟑 high | The highly scalable, decentralized CI/CD platform driving Kubernetes' own complex development ecosystem and open-source governance. | + | 2026-06-14 | [Helm](https://nubenetes.com/helm) | πŸ”΄ critical | The foundational package manager for Kubernetes that powers modern declarative deployments and serves as a vital component in GitOps pipelines. | + | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | Implements advanced cloud-native application lifecycle management using automated, SLO-driven deployment evaluations and promotions. | + | 2026-06-08 | [kubernetes-plugin: Kubernetes plugin for Jenkins 🌟](https://github.com/jenkinsci/kubernetes-plugin) | 🟑 high | Bridges legacy Jenkins workloads with modern cloud-native architecture by dynamically scaling disposable worker pods directly inside Kubernetes. | + | 2026-06-14 | [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) | πŸ”΅ medium | A next-generation Kubernetes package manager seeking to simplify deployment patterns and automatic updates compared to legacy tools. | === "Last 6 Months" | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | Argo CD is the undisputed industry standard for declarative, GitOps-based continuous delivery on Kubernetes clusters. | - | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | Flux v2 is a foundational CNCF-graduated project that provides highly decoupled, automated reconciliation for GitOps-centric platforms. | - | 2026-06-14 | [Helm](https://nubenetes.com/helm) | πŸ”΄ critical | Helm remains the ubiquitous package manager for Kubernetes, serving as the packaging bedrock for almost all modern cloud-native deployment pipelines. | - | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | πŸ”΄ critical | Tekton Pipelines is a major CNCF CI/CD framework that standardizes cloud-native, container-first pipeline construction natively through CRDs. | - | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | 🟑 high | Dagger introduces a powerful paradigm shift in CI/CD by replacing rigid YAML setups with pipeline configurations written in general-purpose programming languages via BuildKit. | - | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | The tofu-controller bridges infrastructure-as-code and GitOps by natively reconciling OpenTofu and Terraform resources directly inside Kubernetes. | - | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | Keptn advances automated lifecycle orchestration by integrating SLO-based evaluations and standardized canary promotions into the release loop. | - | 2026-06-13 | [Prow](https://github.com/kubernetes/test-infra/tree/master/prow) | 🟑 high | Prow provides an incredibly powerful, Kubernetes-native CI/CD engine built specifically to govern and scale large-source cloud-native ecosystems. | - | 2026-06-14 | [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) | 🟑 high | Glasskube is a highly promising, next-generation Kubernetes package manager written in Go that challenges legacy tools with simplified updates and dependency routing. | - | 2026-06-08 | [kubernetes-plugin: Kubernetes plugin for Jenkins 🌟](https://github.com/jenkinsci/kubernetes-plugin) | 🟑 high | The Jenkins Kubernetes plugin is a critical bridge for enterprise migration, allowing legacy pipelines to execute inside dynamically provisioned, isolated cloud-native environments. | + | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | The absolute industry standard for declarative GitOps continuous delivery on Kubernetes clusters, securing widespread enterprise adoption. | + | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | Rebuilt from the ground up as the GitOps Toolkit, providing highly decoupled, parallel reconciliation of Kubernetes configurations. | + | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | 🟑 high | A highly novel devkit that replaces complex YAML pipelines with code-based execution engines running natively on BuildKit. | + | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | Directly reconciles OpenTofu and Terraform configurations natively within Kubernetes using standard GitOps principles. | + | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | 🟑 high | Provides the foundational Kubernetes-native, declarative CI/CD framework using modular Custom Resource Definitions. | + | 2026-06-14 | [Helm](https://nubenetes.com/helm) | 🟑 high | The indispensable package manager and templating standard for versioning and deploying Kubernetes resources. | + | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | An enterprise-grade orchestration control plane enabling SLO-driven automated canary validation and application life cycles. | + | 2026-06-13 | [Prow](https://github.com/kubernetes/test-infra/tree/master/prow) | 🟑 high | A powerful Kubernetes-native engine designed specifically to handle policy-driven, large-scale open-source project governance. | + | 2026-06-08 | [kubernetes-plugin: Kubernetes plugin for Jenkins 🌟](https://github.com/jenkinsci/kubernetes-plugin) | 🟑 high | A vital enterprise bridge that dynamically scales resources by provisioning isolated Jenkins worker pods on-demand inside Kubernetes. | + | 2026-06-14 | [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) | πŸ”΅ medium | An emerging next-generation Kubernetes package manager written in Go that simplifies cloud-native dependency management. | === "Last 12 Months" | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | De facto industry standard for declarative GitOps continuous delivery on Kubernetes. | - | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | Core CNCF GitOps engine enabling highly parallelized, decoupled, and secure cluster state reconciliation. | - | 2026-06-14 | [Helm](https://nubenetes.com/helm) | πŸ”΄ critical | The absolute standard for packaging, dependency management, and templating Kubernetes resources across CI/CD pipelines. | - | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | 🟑 high | A major paradigm shift in CI/CD, enabling portable, multi-language pipelines executed natively on BuildKit without YAML sprawl. | - | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | Brings the power of GitOps to infrastructure-as-code by natively reconciling OpenTofu inside Kubernetes. | - | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | 🟑 high | CNCF-hosted framework for building decentralized, Kubernetes-native CI/CD pipelines using custom resources. | - | 2025-06-01 | [Jenkins Configuration as Code](https://www.jenkins.io/projects/jcasc) | 🟑 high | Enables GitOps practices for legacy Jenkins infrastructure by managing the entire controller state via a single configuration file. | - | 2026-06-08 | [kubernetes-plugin: Kubernetes plugin for Jenkins 🌟](https://github.com/jenkinsci/kubernetes-plugin) | 🟑 high | Critical for scaling legacy CI workloads by dynamically provisioning on-demand build agent pods directly inside Kubernetes. | - | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | Enterprise-grade CNCF control plane that automates SLO-based evaluations and continuous delivery promotions. | - | 2026-06-13 | [Prow](https://github.com/kubernetes/test-infra/tree/master/prow) | 🟑 high | Powerful Kubernetes-native CI/CD engine built specifically to govern massive-scale open-source project repositories. | + | 2026-06-14 | [Helm](https://nubenetes.com/helm) | πŸ”΄ critical | As the de facto package manager for Kubernetes, Helm remains the core standard for packaging and deploying cloud-native applications. | + | 2026-06-14 | [feat(ui): Add AppSet to Application Resource Tree in Argo CD](https://github.com/argoproj/argo-cd/pull/26601) | πŸ”΅ medium | This enhancement resolves a major observability bottleneck by mapping complex, multi-tenant ApplicationSet topologies directly in the Argo CD dashboard. | + | 2026-06-14 | [github: Tekton Pipelines](https://github.com/tektoncd/pipeline) | 🟑 high | Tekton provides the standard, highly scalable Kubernetes-native framework for building modular and declarative CI/CD pipelines. | + | 2026-06-14 | [dagger/dagger: Dagger is a portable devkit for CICD](https://github.com/dagger/dagger) | πŸ”΄ critical | Dagger introduces a paradigm shift in CI/CD by replacing brittle YAML pipelines with portable, container-native code written in general-purpose languages. | + | 2026-06-14 | [github.com/glasskube/glasskube](https://github.com/glasskube/glasskube) | 🟑 high | Glasskube offers a next-generation approach to Kubernetes package management, streamlining installation, dependency resolution, and automated updates. | + | 2026-06-13 | [github: Flux Version 2](https://github.com/fluxcd/flux2) | πŸ”΄ critical | Flux v2 is a foundational CNCF graduated project that defines modern GitOps continuous delivery through its powerful GitOps Toolkit controllers. | + | 2026-06-08 | [github.com/flux-iac/tofu-controller](https://github.com/flux-iac/tofu-controller) | 🟑 high | This controller natively bridges Infrastructure-as-Code and GitOps by enabling continuous, automated reconciliation of OpenTofu and Terraform resources. | + | 2026-06-01 | [Argo CD](https://argoproj.github.io/argo-cd) | πŸ”΄ critical | Argo CD is the industry-standard declarative GitOps tool, vital for maintaining real-time alignment between Git configurations and active Kubernetes clusters. | + | 2025-06-01 | [Jenkins Configuration as Code](https://www.jenkins.io/projects/jcasc) | 🟑 high | Jenkins Configuration as Code modernizes traditional CI infrastructure by allowing entire Jenkins instances to be managed declaratively via YAML. | + | 2026-06-14 | [Keptn](https://nubenetes.com/keptn) | 🟑 high | Keptn shifts delivery quality-assurance left by providing a standardized, SLO-driven control plane for cloud-native application orchestration. | ## Observability, SRE & Testing @@ -878,16 +878,16 @@ search: | Date | Resource | Impact | Why It Matters | | :--- | :--- | :---: | :--- | - | 2026-06-14 | [github.com/microsoft/CBL-Mariner](https://github.com/microsoft/azurelinux) | πŸ”΄ critical | It acts as the secure, container-optimized base OS for Azure Kubernetes Service, minimizing footprint and maximizing security for cloud-native workloads. | - | 2026-06-05 | [github.com/Azure/apiops 🌟](https://github.com/Azure/apiops) | 🟑 high | It brings GitOps principles to Azure API Management, enabling teams to automate the configuration and deployment of API gateways. | - | 2026-06-01 | [floci-az](https://github.com/floci-io/floci-az) | 🟑 high | It drastically simplifies the local development loop for cloud-native engineers by emulating core Azure services, including AKS and Functions, on a single local port. | - | 2026-06-02 | [From Prompt to Production: Open in VS Code for Terraform in Azure Copilot](https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931) | 🟑 high | It merges generative AI with modern IaC practices by allowing developers to generate and open Terraform manifests directly from Azure Copilot in VS Code. | - | 2026-06-02 | [Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated](https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated) | 🟑 high | It bridges enterprise secret management and secure networking by enabling managed HashiCorp Vault deployments within standard Azure hub-and-spoke architectures. | - | 2025-01-14 | [github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical' Online Reference Implementation](https://github.com/azure/mission-critical-online) | 🟑 high | It provides an industry-grade architectural blueprint for building resilient, zero-downtime, active-active cloud applications on Azure. | - | 2026-06-01 | [azurearcjumpstart.io](https://jumpstart.azure.com) | 🟑 high | It streamlines hybrid cloud-native testing by providing instant, automated sandbox environments for Azure Arc-enabled Kubernetes. | - | 2026-06-02 | [Azure Update 22nd May 2026](https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be) | πŸ”΅ medium | This update highlights critical cloud-native advancements, specifically the automatic instrumentation of Azure Kubernetes Service with Application Insights. | - | 2026-06-10 | [github.com/microsoft/finops-toolkit](https://github.com/microsoft/finops-toolkit) | πŸ”΅ medium | It delivers the foundational open-source toolset for organizations to automate, standardize, and govern cloud financial operations across Azure. | - | 2026-06-14 | [Bicep](https://github.com/Azure/bicep) | 🟑 high | It serves as the premier native declarative infrastructure-as-code solution for Azure, simplifying resource provisioning over complex ARM templates. | + | 2026-06-14 | [github.com/microsoft/CBL-Mariner](https://github.com/microsoft/azurelinux) | πŸ”΄ critical | Provides a secure, lightweight, and container-optimized base operating system designed specifically to minimize overhead and maximize security inside AKS. | + | 2025-01-14 | [github.com/azure/mission-critical-online: Welcome to Azure Mission-Critical' Online Reference Implementation](https://github.com/azure/mission-critical-online) | πŸ”΄ critical | Offers an industry-grade active-active reference template for engineering highly resilient, zero-downtime, cloud-native applications on Azure. | + | 2026-06-05 | [github.com/Azure/apiops 🌟](https://github.com/Azure/apiops) | 🟑 high | Brings declarative GitOps principles to Azure API Management, automating API extraction, publishing, and deployments across environments. | + | 2026-06-01 | [azurearcjumpstart.io](https://jumpstart.azure.com) | 🟑 high | Accelerates enterprise hybrid and multi-cloud strategies by providing automated, hands-on deployment sandboxes for Azure Arc-enabled Kubernetes. | + | 2026-06-02 | [Azure Hub-and-Spoke Generally Available for HCP Vault Dedicated](https://www.hashicorp.com/blog/azure-hub-and-spoke-generally-available-for-hcp-vault-dedicated) | 🟑 high | Establishes a secure enterprise integration pattern by making HashiCorp Vault Dedicated natively compatible with Azure hub-and-spoke networking architectures. | + | 2026-06-14 | [Bicep](https://github.com/Azure/bicep) | 🟑 high | Serves as the modern standard for declarative Infrastructure as Code on Azure, simplifying and modularizing resource provisioning over complex ARM JSON. | + | 2026-06-10 | [github.com/microsoft/finops-toolkit](https://github.com/microsoft/finops-toolkit) | 🟑 high | Standardizes cloud financial operations and cost management governance across enterprise-scale Azure environments. | + | 2026-06-02 | [Azure Update 22nd May 2026](https://www.youtube.com/watch?v=pMfG-vYvnv8&feature=youtu.be) | 🟑 high | Tracks vital cloud-native platform advancements, including automatic Application Insights telemetry instrumentation for Azure Kubernetes Service. | + | 2026-06-01 | [floci-az](https://github.com/floci-io/floci-az) | πŸ”΅ medium | Significantly improves developer inner-loop productivity by emulating a wide suite of Azure services like AKS, Cosmos DB, and Key Vault locally. | + | 2026-06-02 | [From Prompt to Production: Open in VS Code for Terraform in Azure Copilot](https://techcommunity.microsoft.com/blog/azuretoolsblog/from-prompt-to-production-open-in-vs-code-for-terraform-in-azure-copilot/4494931) | πŸ”΅ medium | Signals a paradigm shift in developer experience by integrating generative AI prompts directly with local VS Code Terraform authoring workflows. | === "Last 6 Months" diff --git a/v2-docs/tekton.md b/v2-docs/tekton.md index 4b50b01c..16448d94 100644 --- a/v2-docs/tekton.md +++ b/v2-docs/tekton.md @@ -37,9 +37,6 @@ description: "Top Tekton resources for 2026, AI-ranked: github: Tekton Pipelines #### Governance and Community - **(2024)** [**Tekton community**](https://github.com/tektoncd/community) ⭐ 396 [NONE CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Features the repository hosting governance, contribution guidelines, design proposals (TEPs), and meeting schedules for the Tekton open-source ecosystem. Vital for understanding the community-driven roadmap, architecture reviews, and technical steering decisions shaping the future of Tekton CI/CD. -#### Hybrid Integration - - - **(2021)** [**Easily reuse Tekton and Jenkins X from Jenkins**](https://www.jenkins.io/blog/2021/04/21/tekton-plugin) [GROOVY CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” Details the technical cooperation between Jenkins, Jenkins X, and Tekton. It demonstrates how traditional Jenkins users can trigger Tekton's containerized cloud-native tasks, allowing teams to smoothly modernize their build architectures incrementally without completely rewriting their legacy Jenkinsfiles. #### Openshift Pipelines - **(2024)** [==OpenShift Tekton pipelines==](https://www.redhat.com/en/topics/devops/what-cicd-pipeline) [YAML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise overview of OpenShift Pipelines, Red Hat's native CI/CD solution built entirely on Tekton. Explains how OpenShift integrates Tekton into its developer console, securing execution with OpenShift RBAC, and offering out-of-the-box cluster tasks to streamline secure container builds. @@ -66,7 +63,7 @@ description: "Top Tekton resources for 2026, AI-ranked: github: Tekton Pipelines - **(2020)** [openshift.com: Cloud-Native CI/CD with OpenShift Pipelines based on Tekton](https://www.redhat.com/en/blog/cloud-native-ci-cd-with-openshift-pipelines) [YAML CONTENT] [DE FACTO STANDARD] [ENTERPRISE-STABLE] β€” Introduces OpenShift Pipelines as the modern serverless, cloud-native standard built on the Tekton project. Explains how Tekton's CRD-first strategy delivers secure, isolated build containers without a centralized daemon or controller bottlenecks. --- -πŸ’‘ **Explore Related:** [CI/CD](./cicd.md) | [Jenkins Alternatives](./jenkins-alternatives.md) | [Gitops](./gitops.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/terraform.md b/v2-docs/terraform.md index aa0b84af..26c63d6a 100644 --- a/v2-docs/terraform.md +++ b/v2-docs/terraform.md @@ -1,5 +1,5 @@ --- -description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk and more β€” curated Cloud Native tools, guides and references." +description: "Top Terraform resources for 2026, AI-ranked: terraform-cdk, Infracost and more β€” curated Cloud Native tools, guides and references." --- # Hashicorp Terraform and Packer. Kubernetes Boilerplates @@ -26,10 +26,6 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk - **(2023)** [dev.to/verifacrew: How to assume an AWS IAM role from a Service Account in EKS with Terraform](https://dev.to/verifacrew/how-to-assume-an-aws-iam-role-from-a-service-account-in-eks-with-terraform-28gd) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Walks through implementing AWS IAM Roles for Service Accounts (IRSA) inside EKS using Terraform configuration templates. Explains federated identity mapping via OpenID Connect (OIDC) to enable native Kubernetes service accounts to assume precise IAM roles. This guide enforces the Principle of Least Privilege for pod execution environments. ### Multi-account Setup -#### Governance - - - **(2023)** [aws.amazon.com: AWS Control Tower](https://aws.amazon.com/controltower) [NONE CONTENT] [COMMUNITY-TOOL] β€” Official AWS product reference for AWS Control Tower, a managed service that streamlines multi-account governance and landing zone orchestration. It details how the platform enforces automated guardrails, visualizes enterprise health, and coordinates with AWS Organizations for centralized billing and policy compliance. - - **(2022)** [aws.amazon.com: New – AWS Control Tower Account Factory for Terraform](https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An analytical introduction to the AWS Control Tower Account Factory for Terraform (AFT), enabling GitOps-driven deployment of AWS accounts. Discusses custom pipeline orchestration and landing zone configurations that maintain strict security compliance metrics across large organizations. #### Strategy - **(2023)** [trek10.com: Control Tower: Then vs Now](https://caylent.com/insights) [NONE CONTENT] [COMMUNITY-TOOL] β€” An evolutionary comparison of AWS landing zone patterns, comparing historic custom pipelines against modern managed AWS Control Tower architectures. It details best practices for organizational planning and highlights the shift toward managed control planes that simplify compliance overhead. @@ -117,7 +113,7 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk - **(2024)** [**github.com/Azure/terraform-azurerm-caf-enterprise-scale**](https://github.com/Azure/terraform-azurerm-caf-enterprise-scale) ⭐ 961 [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” The legacy enterprise scale module (CAF) for managing cloud landscapes. While a dominant historical template, engineering teams are transitioning toward Azure Verified Modules (AVM) for modern landing zones. - **(2023)** [**techcommunity.microsoft.com: Implement Azure landing zones with HashiCorp Terraform**](https://techcommunity.microsoft.com/blog/azuremigrationblog/implement-azure-landing-zones-with-hashicorp-terraform/3241071) [HCL CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An authoritative technical summary of how to implement Microsoft's Cloud Adoption Framework (CAF) Landing Zones using Terraform. Explains deep-seated architectural principles, governance models, and scalable networking blueprints aligned with official enterprise standards. -#### Governance (1) +#### Governance - **(2024)** [**registry.terraform.io/modules/Azure/lz-vending**](https://registry.terraform.io/modules/Azure/lz-vending) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official Azure Landing Zone Subscription Vending module. It automates account lifecycle actions, network configurations, identity bindings, and security rules across enterprise multi-subscription landscapes. ### Monitoring (1) @@ -442,14 +438,11 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk #### AI Integration -##### Terraform (2) - - - **(2024)** [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β€” Examines workflow improvements, automated code validation, and prompt-to-infrastructure engineering using modern LLM integrations in Terraform development lifecycles. - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) ⭐ 2012 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source Model Context Protocol (MCP) skill set built for AI agents. Simplifies parsing, validating, and managing Terraform and OpenTofu infrastructure configurations through intelligent, context-aware LLM tool calls. #### Pulumi - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) ⭐ 25299 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source, multi-cloud infrastructure platform that enables architects to build, deploy, and manage resources using general-purpose programming languages. Supports TypeScript, Go, Python, C#, and Java, using real language constructs like loops, functions, and standard testing libraries. -#### Terraform (3) +#### Terraform (2) ##### Secrets @@ -500,11 +493,6 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk - **(2026)** [packer.io docs](https://developer.hashicorp.com/packer/docs) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official documentation hub for Packer, containing technical references for builders, provisioners, and post-processors. Details syntax configurations for HCL templates, dynamic plugins, and integrating container/VM deployment images directly into CI/CD pipelines. ## Infrastructure As Code (4) -### AI Integrations - -#### Validation and Testing - - - **(2024)** [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores LLM prompting strategies designed to automatically generate high-quality integration testing assertions for Terraform infrastructure codebases. Outlines systematic framework specifications to minimize manual testing overhead. ### AWS (2) #### Arch Study @@ -615,7 +603,7 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk #### Terraform Cloud - **(2023)** [learn.hashicorp.com: Manage Private Environments with Terraform Cloud Agents](https://developer.hashicorp.com/terraform/tutorials/cloud/cloud-agents) [BASH CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A guide on deploying and configuring lightweight Terraform Cloud Agents inside secure, isolated local environments. Enables enterprises to provision private subnetworks and local systems securely without opening external ports. -#### Validation and Testing (1) +#### Validation and Testing - **(2024)** [howdykloudy.in: Implementing Shift Left for Terraform: An Introductory Guide 🌟](https://www.howdykloudy.in/blog/implementing-shift-left-for-terraform-an-introductory-guide) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Introductory architectural roadmap to 'Shifting Left' inside infrastructure workflows. Promotes integrating semantic linters, static security engines (such as Checkov or Trivy), and cost projections (Infracost) directly inside native development sandboxes. ### Cloud Security @@ -821,11 +809,6 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk #### Workload Identity - **(2023)** [**devblogs.microsoft.com/devops: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform**](https://devblogs.microsoft.com/devops/introduction-to-azure-devops-workload-identity-federation-oidc-with-terraform) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A comprehensive guide on configuring passwordless, secure OIDC authentication between Azure DevOps pipelines and Azure using Terraform. Eliminates the need for managing long-lived secrets, enhancing enterprise-grade compliance and security posture. -### Serverless Integration - -#### Hybrid Automation (1) - - - **(2019)** [**theburningmonk.com: Making Terraform and Serverless framework work together**](https://theburningmonk.com/2019/03/making-terraform-and-serverless-framework-work-together) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A classic, influential case study analyzing the architecture of combining HashiCorp Terraform (for heavy resources like VPCs, databases, IAM) with Serverless Framework (for ephemeral Lambdas). Explores state output handoffs, parameter store structures, and pipeline coordination protocols. Live grounding confirms that while newer tools have merged these functions, this division of labor remains highly performant and stable. ### Software Development Kits #### CDKTF @@ -836,7 +819,7 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk #### Providers (4) - **(2020)** [mitchellh/terraform-provider-multispace](https://github.com/mitchellh/terraform-provider-multispace) ⭐ 148 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A highly specialized custom provider allowing interaction with external workspaces within a single run. Solves state dependency sharing patterns dynamically, conceptualized by Mitchell Hashimoto. -### Terraform (4) +### Terraform (3) #### AWS Integration @@ -965,7 +948,7 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk - **(2023)** [==github.com/PacoVK/tapir==](https://github.com/PacoVK/tapir) ⭐ 237 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source utility designed to render interactive visual representations of Terraform execution plans. Helps teams review deep changes, resource recreations, and infrastructure impacts in a browser dashboard before approvals. - **(2024)** [terraform-docs.io](https://terraform-docs.io/user-guide/introduction) [GO CONTENT] [COMMUNITY-TOOL] β€” Official user guide for `terraform-docs`, the standard utility used to auto-generate markdown-formatted documentation from HCL module files. Highlights support for custom templates, flexible output schemas (JSON, YAML, XML), and continuous integration pre-commit hooks. -#### Validation and Testing (2) +#### Validation and Testing (1) - **(2024)** [mattias.engineer: Terraform Variable Cross Validation](https://mattias.engineer/blog/2024/terraform-variable-cross-validation) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines progressive methodologies for variable validation block declarations. Discusses cross-variable dependencies and structural validation patterns that ensure dynamic validation constraints are applied before triggering execution phases. - **(2024)** [mattias.engineer: A Comprehensive Guide to Testing in Terraform: Keep your tests, validations, checks, and policies in order 🌟](https://mattias.engineer/posts/terraform-testing-and-validation) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An outstanding, comprehensive architectural exploration of HCL validation layers. Compares variable validations, dynamic resource checks, state-level policy engines, and the native `terraform test` testing suite to build reliable codebases. @@ -1095,7 +1078,7 @@ description: "Top Terraform resources for 2026, AI-ranked: tfenv, terraform-cdk - **(2023)** [==AWS Lambda the Terraform Way==](https://github.com/nsriram/lambda-the-terraform-way) ⭐ 1260 [HCL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A widely starred open-source template repository outlining best practices for packaging, versioning, and deploying AWS Lambda functions natively using Terraform. Eliminates dependencies on external serverless frameworks by leveraging HCL zip archiving capabilities. --- -πŸ’‘ **Explore Related:** [Devsecops](./devsecops.md) | [Securityascode](./securityascode.md) | [IaC](./iac.md) +πŸ’‘ **Explore Related:** [Securityascode](./securityascode.md) | [Ansible](./ansible.md) | [Crossplane](./crossplane.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/test-automation-frameworks.md b/v2-docs/test-automation-frameworks.md index 11b749cb..c42ddbe2 100644 --- a/v2-docs/test-automation-frameworks.md +++ b/v2-docs/test-automation-frameworks.md @@ -20,6 +20,17 @@ description: "Top Test Automation Frameworks resources for 2026, AI-ranked: Robo - [dzone: API Testing With Cucumber](https://dzone.com/articles/api-testing-with-cucumber) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: API Testing With Cucumber in the Kubernetes Tools ecosystem. - [Dzone: 14 of the best automation testing tools available](https://dzone.com/articles/14-of-the-best-automation-testing-tools-available) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: 14 of the best automation testing tools available in the Kubernetes Tools ecosystem. - [Dzone: The power of automated testing and test management](https://dzone.com/articles/the-power-of-automated-testing-and-test-management) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: The power of automated testing and test management in the Kubernetes Tools ecosystem. +## Cloud Architecture + +### Governance + +#### Azure + +##### Cloud Adoption Framework + +###### Monitoring + + - **(2024)** [Monitor your Azure cloud estate - Cloud Adoption Framework](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Microsoft's official framework for implementing enterprise-wide monitoring strategies across Azure subscription models. It details Azure Monitor integrations, Log Analytics configurations, and service-level baseline configurations. Curator Insight: Strategic enterprise adoption guide. Live Grounding: Focuses heavily on mapping technical telemetry directly to business outcomes and platform compliance frameworks. ## Cloud Operations ### Infrastructure Validation @@ -172,7 +183,7 @@ description: "Top Test Automation Frameworks resources for 2026, AI-ranked: Robo - **(2022)** [freecodecamp.org: Use Selenium to Create a Web Scraping Bot](https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot) [PYTHON CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” An engineering guide demonstrating how to leverage Selenium for scraping complex, dynamic JavaScript-rendered single-page applications where simple HTTP libraries fail. It outlines managing browser sessions, interacting with dynamic elements, bypassing basic detection systems, and extracting raw DOM data systematically. --- -πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/testops.md b/v2-docs/testops.md index 952a788b..e222b229 100644 --- a/v2-docs/testops.md +++ b/v2-docs/testops.md @@ -86,7 +86,7 @@ description: "Top Testops resources for 2026, AI-ranked: Diffblue, copyist and m - **(2021)** [synopsys.com: How to integrate automated AST tools in your CI/CD pipeline](https://www.blackduck.com/blog/integrating-automated-ast-tools.html) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This article describes how to integrate automated Application Security Testing (AST) scanners (SAST, DAST, SCA) inside CI/CD pipelines. It explains how to establish automated quality gates to prevent vulnerable code from progressing to integration and production staging layers. --- -πŸ’‘ **Explore Related:** [QA](./qa.md) | [DevOps](./devops.md) | [Chaos Engineering](./chaos-engineering.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/topic-map.md b/v2-docs/topic-map.md index 32dda67b..f7c4c01b 100644 --- a/v2-docs/topic-map.md +++ b/v2-docs/topic-map.md @@ -15,80 +15,80 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it
AI
-MLOps82 -AI68 +MLOps81 +AI78 AI Agents MCP52 -ChatGPT20 +ChatGPT13
Architectural Foundations
-Kubernetes Tools587 -Kubernetes551 -Git353 -Demos331 -Introduction211 -Linux197 -Monitoring173 -Cheatsheets172 +Kubernetes Tools583 +Kubernetes561 +Git343 +Demos324 +Introduction204 +Linux192 +Cheatsheets184 +Monitoring152 Other Awesome Lists123 -Prometheus119 +Prometheus115 Helm81 -Grafana46 -Kubernetes Tutorials41 -Cloud Arch Diagrams37 -Customer29 -DevOps Tools27 +Grafana49 +Kubernetes Tutorials43 +Cloud Arch Diagrams39 +DevOps Tools28 +Customer28 AWS Databases26 Mkdocs25 -Faq21 AWS Tools Scripts20 +Faq20 AWS Pricing18 -Matrix Table16 +Matrix Table17 About14 -Cloud Asset Inventory6 AWS Monitoring5 +Cloud Asset Inventory4 AWS Architecture3 AWS Miscellaneous3 Dom3 AWS Containers2 -AWS Training1 -Newsql1 -JVM Parameters Matrix Table1 AWS DevOps1 -Stackstorm1 +JVM Parameters Matrix Table1 Uncategorized1 Scaleway1 +Stackstorm1 +AWS Training1 +Newsql1
Platform & Site Reliability
-DevOps227 -Project Management Methodology93 -Developerportals68 -Test Automation Frameworks49 -QA46 -SRE45 -Performance Testing With Jenkins And Jmeter41 +DevOps216 +Project Management Methodology90 +Developerportals70 +Test Automation Frameworks50 +SRE49 +QA45 +Performance Testing With Jenkins And Jmeter40 Chaos Engineering28 Project Management Tools27 Testops21 -Scaffolding7 +Scaffolding4
Hardened Infrastructure
-Terraform366 -Devsecops285 +Terraform361 +Devsecops287 Ansible189 -Kubernetes Security158 +Kubernetes Security154 IaC54 -Securityascode44 -Pulumi20 -Kustomize19 +Securityascode45 +Pulumi21 +Kustomize18 Liquibase11 Crossplane8
@@ -96,59 +96,59 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it
Cloud Providers (Hyperscalers)
-Azure318 -AWS218 -Managed Kubernetes In Public Cloud218 +Azure325 +Managed Kubernetes In Public Cloud215 +AWS214 AWS Newfeatures108 -AWS Security71 -Googlecloudplatform64 +AWS Security74 +Googlecloudplatform70 AWS Serverless39 -AWS Networking34 +AWS Networking37 Public Cloud Solutions34 +AWS Storage20 AWS IaC19 -AWS Storage19 AWS Backup18 -Ibm_Cloud13 -Digitalocean8 +Ibm_Cloud11 Edge Computing7 +Digitalocean7 Oraclecloud5
Networking & Service Mesh
-Kubernetes Networking113 -Servicemesh63 -Istio53 -Networking35 +Kubernetes Networking100 +Servicemesh65 +Istio52 +Networking30 Caching24 -Web Servers17 +Web Servers22 Cloudflare5
The Container Stack
-Docker173 -OCP 4171 -Kubernetes Operators Controllers112 -Kubernetes Storage70 -Container Managers69 -Kubernetes On Premise65 -Rancher65 -Serverless60 -Kubernetes Based Devel60 -Kubernetes Troubleshooting55 -Openshift55 +OCP 4186 +Docker165 +Kubernetes Operators Controllers119 +Container Managers74 +Kubernetes Storage71 +Rancher67 +Kubernetes On Premise64 +Serverless59 +Kubernetes Based Devel58 +Openshift56 +Kubernetes Troubleshooting56 Kubernetes Releases54 -Kubernetes Monitoring51 -Kubernetes Backup Migrations42 -Kubernetes Autoscaling41 -Kubernetes Alternatives37 -Kubectl Commands33 +Kubernetes Monitoring54 +Kubernetes Autoscaling42 +Kubernetes Alternatives39 +Kubernetes Backup Migrations38 +Kubernetes Client Libraries29 OCP 329 -Kubernetes Client Libraries27 -Kubernetes Bigdata10 +Kubectl Commands23 +Kubernetes Bigdata9 Noops7
@@ -156,65 +156,65 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it
Data & Advanced Analytics
Message Queue208 -Databases130 -Yaml64 -Crunchydata63 -NoSQL31 +Databases140 +Yaml66 +Crunchydata60 +NoSQL30
Engineering Pipeline
-Jenkins259 -Gitops117 -CI/CD76 -Jenkins Alternatives75 -Argo46 +Jenkins287 +Gitops115 +Jenkins Alternatives81 +CI/CD78 +Argo45 Registries35 -Openshift Pipelines33 +Openshift Pipelines30 Flux23 -Tekton15 +Tekton14 Sonarqube13 Keptn9 -CI/CD Kubernetes Plugins4 +CI/CD Kubernetes Plugins2
Developer Ecosystem
-Python221 -Visual Studio190 -Java_Frameworks168 -API103 -Golang66 +Python219 +Visual Studio187 +Java_Frameworks160 +API105 +Golang64 +Java And Java Performance Optimization44 Maven Gradle42 -Java And Java Performance Optimization40 -Devel Sites32 -Dotnet26 -Javascript22 +Devel Sites33 +Dotnet24 +Javascript20 Postman17 -Linux Dev Env16 +Linux Dev Env15 +Java_App_Servers10 Lowcode Nocode7 -Java_App_Servers7 Chromedevtools7 Swagger Code Generator For Rest APIs5 +Angular3 Web33 Embedded Servlet Containers2 -Angular2
Career & Industry
-Recruitment65 +Recruitment66 Interview Questions48 Finops40 Freelancing39 -Newsfeeds26 -Elearning23 -Workfromhome21 +Elearning28 +Newsfeeds27 +Workfromhome22 Appointment Scheduling12 -Remote Tech Jobs9 +Remote Tech Jobs10 HR3
@@ -229,9 +229,9 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## AI - **[AI Agents MCP](./ai-agents-mcp.md)** 52 -- **[AI](./ai.md)** 68 -- **[ChatGPT](./chatgpt.md)** 20 -- **[MLOps](./mlops.md)** 82 +- **[AI](./ai.md)** 78 +- **[ChatGPT](./chatgpt.md)** 13 +- **[MLOps](./mlops.md)** 81 @@ -249,29 +249,29 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it - **[AWS Pricing](./aws-pricing.md)** 18 - **[AWS Tools Scripts](./aws-tools-scripts.md)** 20 - **[AWS Training](./aws-training.md)** 1 -- **[Cheatsheets](./cheatsheets.md)** 172 -- **[Cloud Arch Diagrams](./cloud-arch-diagrams.md)** 37 -- **[Cloud Asset Inventory](./cloud-asset-inventory.md)** 6 -- **[Customer](./customer.md)** 29 -- **[Demos](./demos.md)** 331 -- **[DevOps Tools](./devops-tools.md)** 27 +- **[Cheatsheets](./cheatsheets.md)** 184 +- **[Cloud Arch Diagrams](./cloud-arch-diagrams.md)** 39 +- **[Cloud Asset Inventory](./cloud-asset-inventory.md)** 4 +- **[Customer](./customer.md)** 28 +- **[Demos](./demos.md)** 324 +- **[DevOps Tools](./devops-tools.md)** 28 - **[Dom](./dom.md)** 3 -- **[Faq](./faq.md)** 21 -- **[Git](./git.md)** 353 -- **[Grafana](./grafana.md)** 46 +- **[Faq](./faq.md)** 20 +- **[Git](./git.md)** 343 +- **[Grafana](./grafana.md)** 49 - **[Helm](./helm.md)** 81 -- **[Introduction](./introduction.md)** 211 +- **[Introduction](./introduction.md)** 204 - **[JVM Parameters Matrix Table](./jvm-parameters-matrix-table.md)** 1 -- **[Kubernetes Tools](./kubernetes-tools.md)** 587 -- **[Kubernetes Tutorials](./kubernetes-tutorials.md)** 41 -- **[Kubernetes](./kubernetes.md)** 551 -- **[Linux](./linux.md)** 197 -- **[Matrix Table](./matrix-table.md)** 16 +- **[Kubernetes Tools](./kubernetes-tools.md)** 583 +- **[Kubernetes Tutorials](./kubernetes-tutorials.md)** 43 +- **[Kubernetes](./kubernetes.md)** 561 +- **[Linux](./linux.md)** 192 +- **[Matrix Table](./matrix-table.md)** 17 - **[Mkdocs](./mkdocs.md)** 25 -- **[Monitoring](./monitoring.md)** 173 +- **[Monitoring](./monitoring.md)** 152 - **[Newsql](./newsql.md)** 1 - **[Other Awesome Lists](./other-awesome-lists.md)** 123 -- **[Prometheus](./prometheus.md)** 119 +- **[Prometheus](./prometheus.md)** 115 - **[Scaleway](./scaleway.md)** 1 - **[Stackstorm](./stackstorm.md)** 1 - **[Uncategorized](./uncategorized.md)** 1 @@ -283,15 +283,15 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Platform & Site Reliability - **[Chaos Engineering](./chaos-engineering.md)** 28 -- **[Developerportals](./developerportals.md)** 68 -- **[DevOps](./devops.md)** 227 -- **[Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md)** 41 -- **[Project Management Methodology](./project-management-methodology.md)** 93 +- **[Developerportals](./developerportals.md)** 70 +- **[DevOps](./devops.md)** 216 +- **[Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md)** 40 +- **[Project Management Methodology](./project-management-methodology.md)** 90 - **[Project Management Tools](./project-management-tools.md)** 27 -- **[QA](./qa.md)** 46 -- **[Scaffolding](./scaffolding.md)** 7 -- **[SRE](./sre.md)** 45 -- **[Test Automation Frameworks](./test-automation-frameworks.md)** 49 +- **[QA](./qa.md)** 45 +- **[Scaffolding](./scaffolding.md)** 4 +- **[SRE](./sre.md)** 49 +- **[Test Automation Frameworks](./test-automation-frameworks.md)** 50 - **[Testops](./testops.md)** 21 @@ -302,14 +302,14 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it - **[Ansible](./ansible.md)** 189 - **[Crossplane](./crossplane.md)** 8 -- **[Devsecops](./devsecops.md)** 285 +- **[Devsecops](./devsecops.md)** 287 - **[IaC](./iac.md)** 54 -- **[Kubernetes Security](./kubernetes-security.md)** 158 -- **[Kustomize](./kustomize.md)** 19 +- **[Kubernetes Security](./kubernetes-security.md)** 154 +- **[Kustomize](./kustomize.md)** 18 - **[Liquibase](./liquibase.md)** 11 -- **[Pulumi](./pulumi.md)** 20 -- **[Securityascode](./securityascode.md)** 44 -- **[Terraform](./terraform.md)** 366 +- **[Pulumi](./pulumi.md)** 21 +- **[Securityascode](./securityascode.md)** 45 +- **[Terraform](./terraform.md)** 361 @@ -317,20 +317,20 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Cloud Providers (Hyperscalers) -- **[Googlecloudplatform](./GoogleCloudPlatform.md)** 64 +- **[Googlecloudplatform](./GoogleCloudPlatform.md)** 70 - **[AWS Backup](./aws-backup.md)** 18 - **[AWS IaC](./aws-iac.md)** 19 -- **[AWS Networking](./aws-networking.md)** 34 +- **[AWS Networking](./aws-networking.md)** 37 - **[AWS Newfeatures](./aws-newfeatures.md)** 108 -- **[AWS Security](./aws-security.md)** 71 +- **[AWS Security](./aws-security.md)** 74 - **[AWS Serverless](./aws-serverless.md)** 39 -- **[AWS Storage](./aws-storage.md)** 19 -- **[AWS](./aws.md)** 218 -- **[Azure](./azure.md)** 318 -- **[Digitalocean](./digitalocean.md)** 8 +- **[AWS Storage](./aws-storage.md)** 20 +- **[AWS](./aws.md)** 214 +- **[Azure](./azure.md)** 325 +- **[Digitalocean](./digitalocean.md)** 7 - **[Edge Computing](./edge-computing.md)** 7 -- **[Ibm_Cloud](./ibm_cloud.md)** 13 -- **[Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md)** 218 +- **[Ibm_Cloud](./ibm_cloud.md)** 11 +- **[Managed Kubernetes In Public Cloud](./managed-kubernetes-in-public-cloud.md)** 215 - **[Oraclecloud](./oraclecloud.md)** 5 - **[Public Cloud Solutions](./public-cloud-solutions.md)** 34 @@ -342,11 +342,11 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it - **[Caching](./caching.md)** 24 - **[Cloudflare](./cloudflare.md)** 5 -- **[Istio](./istio.md)** 53 -- **[Kubernetes Networking](./kubernetes-networking.md)** 113 -- **[Networking](./networking.md)** 35 -- **[Servicemesh](./servicemesh.md)** 63 -- **[Web Servers](./web-servers.md)** 17 +- **[Istio](./istio.md)** 52 +- **[Kubernetes Networking](./kubernetes-networking.md)** 100 +- **[Networking](./networking.md)** 30 +- **[Servicemesh](./servicemesh.md)** 65 +- **[Web Servers](./web-servers.md)** 22 @@ -354,27 +354,27 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## The Container Stack -- **[Container Managers](./container-managers.md)** 69 -- **[Docker](./docker.md)** 173 -- **[Kubectl Commands](./kubectl-commands.md)** 33 -- **[Kubernetes Alternatives](./kubernetes-alternatives.md)** 37 -- **[Kubernetes Autoscaling](./kubernetes-autoscaling.md)** 41 -- **[Kubernetes Backup Migrations](./kubernetes-backup-migrations.md)** 42 -- **[Kubernetes Based Devel](./kubernetes-based-devel.md)** 60 -- **[Kubernetes Bigdata](./kubernetes-bigdata.md)** 10 -- **[Kubernetes Client Libraries](./kubernetes-client-libraries.md)** 27 -- **[Kubernetes Monitoring](./kubernetes-monitoring.md)** 51 -- **[Kubernetes On Premise](./kubernetes-on-premise.md)** 65 -- **[Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)** 112 +- **[Container Managers](./container-managers.md)** 74 +- **[Docker](./docker.md)** 165 +- **[Kubectl Commands](./kubectl-commands.md)** 23 +- **[Kubernetes Alternatives](./kubernetes-alternatives.md)** 39 +- **[Kubernetes Autoscaling](./kubernetes-autoscaling.md)** 42 +- **[Kubernetes Backup Migrations](./kubernetes-backup-migrations.md)** 38 +- **[Kubernetes Based Devel](./kubernetes-based-devel.md)** 58 +- **[Kubernetes Bigdata](./kubernetes-bigdata.md)** 9 +- **[Kubernetes Client Libraries](./kubernetes-client-libraries.md)** 29 +- **[Kubernetes Monitoring](./kubernetes-monitoring.md)** 54 +- **[Kubernetes On Premise](./kubernetes-on-premise.md)** 64 +- **[Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)** 119 - **[Kubernetes Releases](./kubernetes-releases.md)** 54 -- **[Kubernetes Storage](./kubernetes-storage.md)** 70 -- **[Kubernetes Troubleshooting](./kubernetes-troubleshooting.md)** 55 +- **[Kubernetes Storage](./kubernetes-storage.md)** 71 +- **[Kubernetes Troubleshooting](./kubernetes-troubleshooting.md)** 56 - **[Noops](./noops.md)** 7 - **[OCP 3](./ocp3.md)** 29 -- **[OCP 4](./ocp4.md)** 171 -- **[Openshift](./openshift.md)** 55 -- **[Rancher](./rancher.md)** 65 -- **[Serverless](./serverless.md)** 60 +- **[OCP 4](./ocp4.md)** 186 +- **[Openshift](./openshift.md)** 56 +- **[Rancher](./rancher.md)** 67 +- **[Serverless](./serverless.md)** 59 @@ -382,11 +382,11 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Data & Advanced Analytics -- **[Crunchydata](./crunchydata.md)** 63 -- **[Databases](./databases.md)** 130 +- **[Crunchydata](./crunchydata.md)** 60 +- **[Databases](./databases.md)** 140 - **[Message Queue](./message-queue.md)** 208 -- **[NoSQL](./nosql.md)** 31 -- **[Yaml](./yaml.md)** 64 +- **[NoSQL](./nosql.md)** 30 +- **[Yaml](./yaml.md)** 66 @@ -394,18 +394,18 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Engineering Pipeline -- **[Argo](./argo.md)** 46 -- **[CI/CD Kubernetes Plugins](./cicd-kubernetes-plugins.md)** 4 -- **[CI/CD](./cicd.md)** 76 +- **[Argo](./argo.md)** 45 +- **[CI/CD Kubernetes Plugins](./cicd-kubernetes-plugins.md)** 2 +- **[CI/CD](./cicd.md)** 78 - **[Flux](./flux.md)** 23 -- **[Gitops](./gitops.md)** 117 -- **[Jenkins Alternatives](./jenkins-alternatives.md)** 75 -- **[Jenkins](./jenkins.md)** 259 +- **[Gitops](./gitops.md)** 115 +- **[Jenkins Alternatives](./jenkins-alternatives.md)** 81 +- **[Jenkins](./jenkins.md)** 287 - **[Keptn](./keptn.md)** 9 -- **[Openshift Pipelines](./openshift-pipelines.md)** 33 +- **[Openshift Pipelines](./openshift-pipelines.md)** 30 - **[Registries](./registries.md)** 35 - **[Sonarqube](./sonarqube.md)** 13 -- **[Tekton](./tekton.md)** 15 +- **[Tekton](./tekton.md)** 14 @@ -414,23 +414,23 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Developer Ecosystem - **[Chromedevtools](./ChromeDevTools.md)** 7 -- **[Angular](./angular.md)** 2 -- **[API](./api.md)** 103 -- **[Devel Sites](./devel-sites.md)** 32 -- **[Dotnet](./dotnet.md)** 26 +- **[Angular](./angular.md)** 3 +- **[API](./api.md)** 105 +- **[Devel Sites](./devel-sites.md)** 33 +- **[Dotnet](./dotnet.md)** 24 - **[Embedded Servlet Containers](./embedded-servlet-containers.md)** 2 -- **[Golang](./golang.md)** 66 -- **[Java And Java Performance Optimization](./java-and-java-performance-optimization.md)** 40 -- **[Java_App_Servers](./java_app_servers.md)** 7 -- **[Java_Frameworks](./java_frameworks.md)** 168 -- **[Javascript](./javascript.md)** 22 -- **[Linux Dev Env](./linux-dev-env.md)** 16 +- **[Golang](./golang.md)** 64 +- **[Java And Java Performance Optimization](./java-and-java-performance-optimization.md)** 44 +- **[Java_App_Servers](./java_app_servers.md)** 10 +- **[Java_Frameworks](./java_frameworks.md)** 160 +- **[Javascript](./javascript.md)** 20 +- **[Linux Dev Env](./linux-dev-env.md)** 15 - **[Lowcode Nocode](./lowcode-nocode.md)** 7 - **[Maven Gradle](./maven-gradle.md)** 42 - **[Postman](./postman.md)** 17 -- **[Python](./python.md)** 221 +- **[Python](./python.md)** 219 - **[Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)** 5 -- **[Visual Studio](./visual-studio.md)** 190 +- **[Visual Studio](./visual-studio.md)** 187 - **[Web3](./web3.md)** 3 @@ -440,15 +440,15 @@ Each tile is a category; the warmer the colour, the more AI-curated resources it ## Career & Industry - **[Appointment Scheduling](./appointment-scheduling.md)** 12 -- **[Elearning](./elearning.md)** 23 +- **[Elearning](./elearning.md)** 28 - **[Finops](./finops.md)** 40 - **[Freelancing](./freelancing.md)** 39 - **[HR](./hr.md)** 3 - **[Interview Questions](./interview-questions.md)** 48 -- **[Newsfeeds](./newsfeeds.md)** 26 -- **[Recruitment](./recruitment.md)** 65 -- **[Remote Tech Jobs](./remote-tech-jobs.md)** 9 -- **[Workfromhome](./workfromhome.md)** 21 +- **[Newsfeeds](./newsfeeds.md)** 27 +- **[Recruitment](./recruitment.md)** 66 +- **[Remote Tech Jobs](./remote-tech-jobs.md)** 10 +- **[Workfromhome](./workfromhome.md)** 22 diff --git a/v2-docs/uncategorized.md b/v2-docs/uncategorized.md index 16b68e3f..9331c0d9 100644 --- a/v2-docs/uncategorized.md +++ b/v2-docs/uncategorized.md @@ -21,7 +21,7 @@ description: "Curated, AI-ranked Uncategorized resources for the 2026 Cloud Nati * **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. --- -πŸ’‘ **Explore Related:** [Other Awesome Lists](./other-awesome-lists.md) | [About](./about.md) | [AWS Architecture](./aws-architecture.md) +πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [Postman](./postman.md) | [Angular](./angular.md) diff --git a/v2-docs/visual-studio.md b/v2-docs/visual-studio.md index 7de83a8a..dedd89d9 100644 --- a/v2-docs/visual-studio.md +++ b/v2-docs/visual-studio.md @@ -21,11 +21,6 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St - **(None)** [](https://ona.com/stories/gitpod-is-now-ona) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ona.com in the Kubernetes Tools ecosystem. ## CICD -### Configuration As Code - -#### Developer Tooling - - - **(2024)** [Visual Studio Code JCasC-Plugin 🌟](https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β€” A high-performance developer editor tool designed to provide autocompletion, real-time schema linting, and context-aware validation syntax checks specifically for managing complex Jenkins Configuration as Code declarations. ### Jenkins Tools #### Monitoring @@ -92,13 +87,6 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St #### Kubernetes Integration - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [EN CONTENT] [ADVANCED LEVEL] [ENTERPRISE-STABLE] [GUIDE] β€” Explores techniques for real-time remote debugging of Go microservices running inside a Kubernetes cluster using Telepresence and VSCode, bridging local development environments with cloud resources. -## Cloud Platform - -### AWS Infrastructure - -#### Developer Tooling (1) - - - **(2021)** [AWS Toolkits for Cloud9, JetBrains and VS Code now support interaction with over 200 new resource types 🌟](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-toolkits-cloud9-jetbrains-vs-code) [N/A CONTENT] [COMMUNITY-TOOL] β€” An AWS announcement highlighting the release of updated AWS Toolkits for popular IDEs (Cloud9, JetBrains, VS Code), expanding interaction capabilities to over 200 resource types. This update greatly reduced context switching for developers, enabling local generation of IAM, DynamoDB, and CloudFormation schemas without visiting the AWS web console. ## Cloud-native Development ### Azure (2) @@ -288,11 +276,6 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St #### VS Code (1) - **(2026)** [==Awesome Visual Studio Code==](https://github.com/viatsko/awesome-vscode) ⭐ 28747 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive directory of extensions, themes, and configuration recipes designed to turn VS Code into a productivity powerhouse. Highly relevant for cloud-native developers seeking extensions for Kubernetes, Terraform, Docker, and remote workspace development. Serves as a daily driver resource for developer enablement teams. -### IDE Extensions - -#### Azure Learning - - - **(2024)** [marketplace.visualstudio.com: Learn Cloud 🌟](https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β€” Visual Studio Code extension designed to accelerate cloud onboarding directly within the developer workspace. It streamlines access to Azure training modules and sandboxed labs, reducing cognitive context switching during technical training. ## Development ### DevOps @@ -352,7 +335,7 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St #### VS Code Tooling (11) - **(2026)** [**Path Intellisense**](https://marketplace.visualstudio.com/items?itemName=christian-kohler.path-intellisense) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Provides dynamic path autocompletion during import statements and file references. This capability reduces import failures across large directories. Although modern language servers have improved built-in path resolution, this extension remains popular for deep directory layouts. -### IDE Extensions (1) +### IDE Extensions #### Git Integration (1) @@ -481,7 +464,7 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St - **(2015)** [Using Version Control in VS Code](https://code.visualstudio.com/docs/sourcecontrol/overview) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official guide detailing VS Code's native source control integration, enabling developers to execute Git workflows directly within the editor. It covers staging, committing, branching, and resolving merge conflicts without switching to an external terminal. ## Documentation (3) -### Developer Tooling (2) +### Developer Tooling #### IDE Platforms @@ -553,7 +536,7 @@ description: "Top Visual Studio resources for 2026, AI-ranked: Awesome Visual St - **(2026)** [**Jest**](https://marketplace.visualstudio.com/items?itemName=Orta.vscode-jest) [TYPESCRIPT CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Integrates Jest unit testing workflows directly into the editor. It offers real-time inline test failures, active watch mode triggers, and visual coverage reports. This setup simplifies local feedback loops for enterprise microservices developed in TypeScript or JavaScript. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/web-servers.md b/v2-docs/web-servers.md index 099bd1f7..a704e412 100644 --- a/v2-docs/web-servers.md +++ b/v2-docs/web-servers.md @@ -1,5 +1,5 @@ --- -description: "Top Web Servers resources for 2026, AI-ranked: Apache, Apache Reverse Proxy Guide and more β€” curated Cloud Native tools, guides and references." +description: "Top Web Servers resources for 2026, AI-ranked: Traefik, Apache and more β€” curated Cloud Native tools, guides and references." --- # Web Servers and Reverse Proxies: Apache, Nginx, HAProxy, Traefik and more @@ -45,6 +45,30 @@ description: "Top Web Servers resources for 2026, AI-ranked: Apache, Apache Reve #### Reverse Proxy - **(2025)** [Apache Reverse Proxy Guide](https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official engineering handbook illustrating the deployment and configuration of the Apache HTTP Server as a reverse proxy. Details mod_proxy directives, buffer limits, and load-balancer grouping policies. +## Infrastructure Security + +### Inbound Traffic Management + +#### Traefik + + - **(2020)** [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) [YAML CONTENT] [COMMUNITY-TOOL] β€” Technical integration blog detailing how to deploy and customize the Traefik v2.2 Ingress Controller using Kustomize configurations. It illustrates how to define overlays for environment-specific network values, secure SSL contexts, and service exposures. Useful reference for managing non-trivial ingress manifests programmatically. +## Networking + +### Load Balancing (1) + +#### Haproxy + + - **(2025)** [HAProxy](https://www.haproxy.org) [C CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” HAProxy is an industry-standard, high-performance TCP/HTTP load balancer and proxy. It is widely praised for its raw event-driven architecture, rich session routing mechanisms, security structures, and efficiency. +### Multi-cluster + +#### DNS + + - **(2022)** [nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller](https://www.f5.com/products/nginx) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical blueprint showcasing DNS synchronization and traffic routing automation across multi-cluster environments. Demonstrates leveraging NGINX Ingress for global load balancing and resilient geographical failovers. +## Nginxconfig + +### Community Tools + + - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” An interactive visual web config builder for constructing highly secure and performant NGINX configuration templates. Addresses reverse proxy configurations, SSL parameters, caching limits, and security headers. ## Traffic Management ### Kubernetes Ingress Controllers @@ -54,6 +78,7 @@ description: "Top Web Servers resources for 2026, AI-ranked: Apache, Apache Reve - **(2020)** [opensource.com: Try this Kubernetes HTTP router and reverse proxy](https://opensource.com/article/20/4/http-kubernetes-skipper) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An overview of Skipper, an open-source HTTP router and reverse proxy designed for highly customized routing scenarios. It highlights Skipper's unique strength in dynamically modifying requests using an extensible filter chain, though it occupies a niche compared to market-dominant ingress engines. #### Traefik Ingress + - **(2026)** [Traefik](https://traefik.io) [GO CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The canonical repository and site for Traefik, a modern cloud-native reverse proxy and ingress controller designed for dynamic service discovery. It automatically listens to platform API registries (such as Kubernetes and Consul) to dynamically update routing tables without manual reloads. - **(2020)** [opensource.com: Directing Kubernetes traffic with Traefik](https://opensource.com/article/20/3/kubernetes-traefik) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An introductory engineering guide outlining the mechanics of deploying Traefik to route internal cluster traffic. The resource demonstrates how Traefik processes Custom Resource Definitions (CRDs) to define advanced routing rules, headers, and SSL termination points transparently. - **(2020)** [thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh](https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architectural examination of combining Traefik's edge ingress capabilities with the granular micro-segmentation of the Istio Service Mesh. This dual-layer approach optimizes ingress pathing while maintaining strict mTLS and telemetry enforcement across internal pod networks. ### Load Balancing and Reverse Proxy @@ -68,7 +93,7 @@ description: "Top Web Servers resources for 2026, AI-ranked: Apache, Apache Reve - **(2021)** [nginx-playground.wizardzines.com 🌟](https://nginx-playground.wizardzines.com) [N/A CONTENT] [COMMUNITY-TOOL] β€” The live application corresponding to Julia Evans' Nginx configuration playground. It delivers a sandboxed, browser-based runtime that dynamically executes and reports Nginx behavior on arbitrary configurations, bridging the gap between theoretical syntax and actual routing behaviors without local environment overhead. --- -πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/web3.md b/v2-docs/web3.md index 8e0b6654..93fa817a 100644 --- a/v2-docs/web3.md +++ b/v2-docs/web3.md @@ -26,7 +26,7 @@ description: "Curated, AI-ranked Web3 resources for the 2026 Cloud Native archit - **(2021)** [wired.com: The Father of Web3 Wants You to Trust Less](https://www.wired.com/story/web3-gavin-wood-interview) [N/A CONTENT] [COMMUNITY-TOOL] β€” An interview with Ethereum co-founder and Polkadot creator Gavin Wood on the engineering philosophy behind Web3. Wood details the transition from trusting centralized authorities to relying on cryptographic truth, smart contracts, and decentralized state machines to enforce transparency. --- -πŸ’‘ **Explore Related:** [Javascript](./javascript.md) | [Dotnet](./dotnet.md) | [Embedded Servlet Containers](./embedded-servlet-containers.md) +πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [HR](./hr.md) diff --git a/v2-docs/workfromhome.md b/v2-docs/workfromhome.md index 1873fdc7..d5cf234c 100644 --- a/v2-docs/workfromhome.md +++ b/v2-docs/workfromhome.md @@ -16,6 +16,13 @@ description: "Top Workfromhome resources for 2026, AI-ranked: krisp, Zoom and mo #### External Links - **(2026)** [Google docs & Sheets](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2F&dsh=S20332737%3A1779029801683182&emr=1&followup=https%3A%2F%2Fdocs.google.com%2F&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauuoeLcrRlG9wsx3FKpxmPOwZ0aEG9g04i8ZgsTyIUOHV3UzhWURaJlrxS0xYmo_YZUJM0_Rw) [COMMUNITY-TOOL] β€” Redirect link to Google Docs and Sheets login portal, commonly utilized by operations and product teams for maintaining functional specification spreadsheets and collaborative dynamic documentation. +## DevOps + +### Culture + +#### Distributed Teams + + - **(2020)** [opensource.com: 10 tips for maintaining a DevOps mindset for distributed teams](https://opensource.com/article/20/6/devops-mindset) [N/A CONTENT] 🌟 [COMMUNITY-TOOL] β€” Pragmatic guide focused on remote engineering operations. Details how telemetry alignment, shared ChatOps structures, and open system registries prevent development drift in distributed organizations. ## Development ### Testing and QA @@ -68,7 +75,7 @@ description: "Top Workfromhome resources for 2026, AI-ranked: krisp, Zoom and mo - **(2021)** [portafolio.co: Claves para liderar equipos de teletrabajo y no fracasar en el intento](https://www.portafolio.co/tendencias/claves-para-liderar-equipos-de-teletrabajo-y-no-fracasar-en-el-intento-556586) [SPANISH CONTENT] [LEGACY] β€” Focuses on strategies for leading virtual teams, highlighting methods to establish trust, measure output over physical presence, and implement clear collaboration frameworks. Highlights Spanish-speaking organizational perspectives on easing transition friction for legacy teams. --- -πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Finops](./finops.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Appointment Scheduling](./appointment-scheduling.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md) diff --git a/v2-docs/yaml.md b/v2-docs/yaml.md index 42f4a33e..42921431 100644 --- a/v2-docs/yaml.md +++ b/v2-docs/yaml.md @@ -30,8 +30,12 @@ description: "Top Yaml resources for 2026, AI-ranked: Polaris, KubeLinter and mo - **(2021)** [==Kubectl output options 🌟==](https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba) [YAML CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A curated technical guide detailing advanced kubectl formatting options. It covers jsonpath extractions, custom columns, and Go templating recipes. This cheat sheet is incredibly valuable for platform engineers querying complex cluster statuses directly from the command line. #### Configuration Management + - **(2021)** [**k8syaml.com 🌟**](https://k8syaml.com) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An interactive web environment designed to generate clean, standard Kubernetes manifests based on best-practice configurations. It enables operators to construct and validate resources without writing boilerplate templates from scratch. - **(2020)** [**boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files 🌟**](https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A tactical blog post detailing file hierarchy designs for managing Kubernetes manifests. It compares simple raw file naming to directory segmentation, Kustomize overrides, and Helm charts. This serves as a helpful guide for platform engineers standardizing GitOps setups. - **(2021)** [linkedin.com/pulse: How to write YAML file for Kubernetes | Megha S.k](https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory LinkedIn Pulse guide on designing and formatting Kubernetes configurations. It covers basic resource schemas for Pods, Services, and Deployments, offering a straightforward reference for developers starting with Kubernetes. +#### Policy Enforcement + + - **(2021)** [**dev.to: Automating quality checks for Kubernetes YAMLs**](https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A detailed technical guide demonstrating how to integrate automated quality controls for Kubernetes manifests within build pipelines. It explains how to combine linters and security checks to validate configurations before they are deployed. #### Validation - **(2021)** [**instrumenta/kubeval**](https://github.com/instrumenta/kubeval) ⭐ 3226 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” A historic CLI tool used to validate Kubernetes configuration manifests against JSON schemas. Although it is archived and has been largely replaced by Kubeconform, Kubeval remains an important reference point in the evolution of Kubernetes configuration testing. @@ -179,7 +183,7 @@ description: "Top Yaml resources for 2026, AI-ranked: Polaris, KubeLinter and mo - **(2023)** [kubevious.io: Top Kubernetes YAML Validation Tools](https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools) [NONE CONTENT] [COMMUNITY-TOOL] β€” A market breakdown contrasting modern validation utilities for Kubernetes platforms. Reviews differences between structural validators, OPA-based policy enforcement engines, and semantic layout detectors. --- -πŸ’‘ **Explore Related:** [NoSQL](./nosql.md) | [Crunchydata](./crunchydata.md) | [Databases](./databases.md) +πŸ’‘ **Explore Related:** [Message Queue](./message-queue.md) | [Databases](./databases.md) | [Crunchydata](./crunchydata.md) -πŸ”— **See Also:** [Kubernetes Backup Migrations](./kubernetes-backup-migrations.md) | [OCP 4](./ocp4.md) +πŸ”— **See Also:** [About](./about.md) | [Postman](./postman.md)