diff --git a/src/main.py b/src/main.py index 0d1c63bc..ba352efa 100644 --- a/src/main.py +++ b/src/main.py @@ -4,6 +4,8 @@ import os import json import re import yaml +import httpx +from urllib.parse import urlparse from datetime import datetime, timedelta from src.config import TARGET_REPO, MADRID_TZ, GH_TOKEN, NUBENETES_CATEGORIES from src.ingestion_twikit import SocialDataExtractor @@ -16,6 +18,18 @@ from src.gemini_utils import call_gemini_with_retry, resolve_url, normalize_url, from src.state_manager import get_last_date, save_state async def master_orchestrator(): + # Load domain health history (Recommendation #2) + health_learning_path = "src/memory/health_learning.json" + health_learning = {} + if os.path.exists(health_learning_path): + try: + with open(health_learning_path, "r") as f: + health_learning = json.load(f) + except Exception as e: + log_event(f"[!] Error loading health_learning.json: {e}") + if "domains" not in health_learning: + health_learning["domains"] = {} + # 0. Ingest Mandates from GEMINI.md (Mandate Bridge) try: from src.mandate_ingestor import MandateIngestor @@ -135,11 +149,15 @@ async def master_orchestrator(): raw_social = await extractor.fetch_links() x_audit_trail = extractor.audit_trail else: - # A. X.com Extraction - strategy = os.getenv("EXTRACTION_STRATEGY", "search") - twitter_client = SocialDataExtractor() - raw_social = await twitter_client.fetch_links_since(since_date, until_date=until_date, strategy=strategy, accounts=accounts_to_scan) - x_audit_trail = twitter_client.audit_trail + # A. X.com Extraction (Toggleable via ENABLE_TWITTER_CURATION - Recommendation #2) + if os.getenv("ENABLE_TWITTER_CURATION", "false").lower() == "true": + strategy = os.getenv("EXTRACTION_STRATEGY", "search") + twitter_client = SocialDataExtractor() + raw_social = await twitter_client.fetch_links_since(since_date, until_date=until_date, strategy=strategy, accounts=accounts_to_scan) + x_audit_trail = twitter_client.audit_trail + else: + log_event("[*] Twitter curation is disabled (ENABLE_TWITTER_CURATION != true). Skipping X.com extraction.") + raw_social = [] # B. RSS Extraction if feeds_to_scan: @@ -172,6 +190,11 @@ async def master_orchestrator(): "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36", "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Safari/537.36" ] + fallback_user_agents = [ + "Mozilla/5.0 (iPhone; CPU iPhone OS 17_4 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) Version/17.4 Mobile/15E148 Safari/604.1", + "Mozilla/5.0 (iPad; CPU OS 17_4 like Mac OS X) AppleWebKit/605.1.15 (KHTML, like Gecko) FxiOS/124.0 Mobile/15E148 Safari/605.1.15", + "Mozilla/5.0 (Linux; Android 10; K) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/124.0.0.0 Mobile Safari/537.36" + ] async def process_asset(asset, idx): async with semaphore: @@ -179,20 +202,42 @@ async def master_orchestrator(): expanded_url = await resolve_url(asset["url"]) asset["url"] = expanded_url - # 2. Resilient Health Check (Identity Rotation) - ua = user_agents[idx % len(user_agents)] + # 2. Resilient Health Check (Identity Rotation & Domain failure stats - Recommendation #2) + parsed = urlparse(expanded_url) + domain = parsed.netloc.lower() + + domain_info = health_learning["domains"].setdefault(domain, {"attempts": 0, "failures": 0, "consecutive_failures": 0}) + consecutive_failures = domain_info.get("consecutive_failures", 0) + + timeout_val = 12.0 + if consecutive_failures >= 3: + timeout_val = 3.0 + ua = fallback_user_agents[idx % len(fallback_user_agents)] + else: + ua = user_agents[idx % len(user_agents)] + headers = {"User-Agent": ua, "Referer": "https://www.google.com/"} - + + domain_info["attempts"] = domain_info.get("attempts", 0) + 1 + # NOTE: All domains must be checked to ensure the link isn't a 404. try: - async with httpx.AsyncClient(headers=headers, follow_redirects=True, timeout=12, verify=False) as client: + async with httpx.AsyncClient(headers=headers, follow_redirects=True, timeout=timeout_val, verify=False) as client: resp = await client.get(expanded_url) if resp.status_code == 404: asset["health"] = "dead" # Definitively dead + info = health_learning["domains"][domain] + info["failures"] = info.get("failures", 0) + 1 + info["consecutive_failures"] = info.get("consecutive_failures", 0) + 1 else: asset["health"] = "online" + info = health_learning["domains"][domain] + info["consecutive_failures"] = 0 except: asset["health"] = "timeout" # Assume alive but unreachable for now + info = health_learning["domains"][domain] + info["failures"] = info.get("failures", 0) + 1 + info["consecutive_failures"] = info.get("consecutive_failures", 0) + 1 # 3. GitHub Metadata Enrichment if "github.com" in expanded_url: @@ -416,6 +461,14 @@ async def master_orchestrator(): if is_historical and is_chunked and since_date > final_stop_date: print(f"\nNEXT_CHUNK_START: {since_date.isoformat()}") + # Save domain health history (Recommendation #2) + try: + with open(health_learning_path, "w") as f: + json.dump(health_learning, f, indent=2) + log_event("[*] Domain health history updated in health_learning.json") + except Exception as e: + log_event(f" [!] Failed to save health_learning.json: {e}") + log_event("PROCESS FINISHED SUCCESSFULLY.", section_break=True) if __name__ == "__main__": diff --git a/src/v2_debate.py b/src/v2_debate.py index e247fda6..efcb8557 100644 --- a/src/v2_debate.py +++ b/src/v2_debate.py @@ -147,6 +147,65 @@ async def run_debate_protocol(item: Dict, is_new_link: bool = False) -> Tuple[in system_mandates = get_system_mandates() + # Fast-Pass Evaluator call (Recommendation #3) + fast_pass_prompt = ( + "You are the Nubenetes Fast-Pass Evaluator (2026).\n" + f"Analyze the following resource details:\n" + f"- Title: {title}\n" + f"- URL: {url}\n" + f"- Context: {desc}\n" + f"- Proposed Tags: {tags}\n\n" + f"{system_mandates}\n\n" + "Evaluate this resource across Security, SRE, and AI/Developer DX aspects and assign a score (0 to 100).\n" + "Also generate a high-density, professional technical summary (2-5 sentences, O'Reilly technical style) and select appropriate tags.\n" + "Respond ONLY in valid JSON format: {\"score\": int, \"justification\": \"string\", \"summary\": \"string\", \"tags\": [\"string\"]}" + ) + + fast_pass_score = int(initial_score) + fast_pass_justification = "Failed to run fast-pass." + fast_pass_summary = desc + fast_pass_tags = tags + + try: + res = await call_gemini_with_retry(fast_pass_prompt, prefer_flash=True, use_grounding=True, role="FastPass-Evaluator") + fast_pass_score = min(max(int(res.get("score", 50)), 0), 100) + fast_pass_justification = res.get("justification", "No justification provided.") + fast_pass_summary = res.get("summary", desc) + fast_pass_tags = res.get("tags", tags) + log_event(f" [πŸ”] Fast-Pass Evaluator rated score: {fast_pass_score}") + except Exception as e: + log_event(f" [!] Fast-Pass Evaluator failed: {e}") + + # Check if the score falls outside the borderline uncertainty margin [60, 75] + if fast_pass_score >= 76 or fast_pass_score <= 59: + log_event(f" [⚑] Fast-Pass Consensus reached ({fast_pass_score}). Skipping full debate panel!") + + debate_data = { + "url": url, + "title": title, + "initial_score": initial_score, + "final_consensus_score": fast_pass_score, + "fast_pass": True, + "justification": fast_pass_justification, + "timestamp": datetime.now().isoformat() + } + + try: + memory_data = {} + if os.path.exists(DEBATE_MEMORY_FILE): + try: + memory_data = json.load(open(DEBATE_MEMORY_FILE, "r")) + except: pass + memory_data.setdefault("resolved_debates", {})[normalize_url(url)] = debate_data + with open(DEBATE_MEMORY_FILE, "w") as f: + json.dump(memory_data, f, indent=2) + except Exception as e: + log_event(f" [!] Failed to persist debate memory: {e}") + + return fast_pass_score, fast_pass_tags, fast_pass_summary, debate_data + + log_event(f" [βš–οΈ] Borderline score detected ({fast_pass_score}). Escalating to full Multi-Agent Debate Panel...") + # 1. Independent Evaluation Round personas = { "Security Architect": "Focus on licensing (MIT/Apache vs BSL/SSPL), supply chain security, access control, vulnerabilities, and enterprise compliance.", diff --git a/src/v2_optimizer.py b/src/v2_optimizer.py index 9c508399..e8bb59ac 100644 --- a/src/v2_optimizer.py +++ b/src/v2_optimizer.py @@ -1248,14 +1248,26 @@ class V2VisionEngine: # Wrap section inside a .v2-tag-section div and details block for performance md += f"
\n\n" md += f"## {tag_display}\n\n" + total_count = len(by_tag[tag]) + if total_count > 100: + summary_text = f"Click to view top 100 of {total_count} resources under {tag_display}" + else: + summary_text = f"Click to view {total_count} resources under {tag_display}" + md += f"
\n" - md += f"Click to view {len(by_tag[tag])} resources under {tag_display}\n\n" + md += f"{summary_text}\n\n" # Sort links under this tag by impact stars and then by year sorted_links = sorted(by_tag[tag], key=lambda x: (-x.get("stars", 1), -(int(x["year"]) if str(x.get("year", "")).isdigit() else 0))) - for l in sorted_links: + + rendered_links = sorted_links[:100] + for l in rendered_links: md += self._render_compact_tag_link(l) - md += "\n" + + if total_count > 100: + md += f"\n*... and {total_count - 100} more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*\n" + else: + md += "\n" md += f"
\n\n" md += f"
\n\n" diff --git a/v2-docs/ChromeDevTools.md b/v2-docs/ChromeDevTools.md index 8ebd6d98..ee71b3a2 100644 --- a/v2-docs/ChromeDevTools.md +++ b/v2-docs/ChromeDevTools.md @@ -34,5 +34,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/GoogleCloudPlatform.md b/v2-docs/GoogleCloudPlatform.md index 570f83d4..4d879a94 100644 --- a/v2-docs/GoogleCloudPlatform.md +++ b/v2-docs/GoogleCloudPlatform.md @@ -475,5 +475,5 @@ - **(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:** [Edge Computing](./edge-computing.md) | [Azure](./azure.md) | [AWS Storage](./aws-storage.md) +πŸ’‘ **Explore Related:** [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) | [Azure](./azure.md) diff --git a/v2-docs/about.md b/v2-docs/about.md index 34a564ee..3fdedcbb 100644 --- a/v2-docs/about.md +++ b/v2-docs/about.md @@ -220,7 +220,7 @@ 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. @@ -268,5 +268,5 @@ While certifications like CKA are prominent on CVs, they are frequently utilized - [en.wikipedia.org: Kiss up kick down](https://en.wikipedia.org/wiki/Kiss_up_kick_down) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering en.wikipedia.org: Kiss up kick down in the Kubernetes Tools ecosystem. --- -πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cheatsheets](./cheatsheets.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index 7051b523..3c509633 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -136,5 +136,5 @@ Enables developers to transition from local prototype builds to secure GKE produ - **(2025)** [youtube: The 6 Levels of Claude Code Explained](https://www.youtube.com/watch?v=TUKYbUIXLOE) [COMMUNITY-TOOL] β€” A deep-dive video breakdown analyzing the capabilities of Anthropic's Claude Code interface. Evaluates the progression from basic code generation and syntax correction to advanced multi-file refactoring and semi-autonomous agentic software engineering tasks. --- -πŸ’‘ **Explore Related:** [AI](./ai.md) | [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) +πŸ’‘ **Explore Related:** [AI](./ai.md) | [ChatGPT](./chatgpt.md) | [MLOps](./mlops.md) diff --git a/v2-docs/ai.md b/v2-docs/ai.md index c6c341dc..c968fec9 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -8,24 +8,15 @@ ## Table of Contents -1. [AI and Agents](#ai-and-agents) - - [Environments](#environments) - - [Cloud Agents](#cloud-agents) 1. [AI and Orchestration](#ai-and-orchestration) - [Agentic Workflows](#agentic-workflows) - [Command-Line Tools](#command-line-tools) -1. [AI and Platform Engineering](#ai-and-platform-engineering) - - [AI Assistants](#ai-assistants) - - [Developer Productivity](#developer-productivity) 1. [AI Engineering](#ai-engineering) - [Model Context Protocol](#model-context-protocol) - [Awesome Lists](#awesome-lists) 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) -1. [Architecture and Visualization](#architecture-and-visualization) - - [Interactive Diagramming](#interactive-diagramming) - - [AI Integration](#ai-integration) 1. [Artificial Intelligence](#artificial-intelligence-1) - [AI Strategy](#ai-strategy) - [Business Alignment](#business-alignment) @@ -57,14 +48,7 @@ - [Structured Curriculums](#structured-curriculums-1) 1. [Artificial Intelligence and LLMs](#artificial-intelligence-and-llms) - [Prompt Engineering](#prompt-engineering) - - [Developer Productivity](#developer-productivity-1) -1. [Artificial Intelligence and Machine Learning](#artificial-intelligence-and-machine-learning) - - [LLM Deployment](#llm-deployment) - - [DeepSeek R1](#deepseek-r1) -1. [CICD Pipelines](#cicd-pipelines) - - [AI and Automation](#ai-and-automation) - - [AI PR Automation](#ai-pr-automation) - - [Model Context Protocol](#model-context-protocol-1) + - [Developer Productivity](#developer-productivity) 1. [Cloud Infrastructure](#cloud-infrastructure) - [CICD and DevOps](#cicd-and-devops) - [DevSecOps](#devsecops) @@ -79,85 +63,44 @@ - [AI-Assisted IaC](#ai-assisted-iac) - [Kubernetes Orchestration](#kubernetes-orchestration) - [AI Workloads on K8s](#ai-workloads-on-k8s) -1. [Cloud Platform](#cloud-platform) - - [Enterprise Solutions](#enterprise-solutions) - - [AI and Infrastructure](#ai-and-infrastructure) 1. [Computer Vision](#computer-vision) - [Deep Learning Research](#deep-learning-research) - [CVPR](#cvpr) - [Generative AI](#generative-ai) - [ML Notebooks](#ml-notebooks) -1. [Container Orchestration](#container-orchestration) - - [Azure Kubernetes Service](#azure-kubernetes-service) - - [AKS Fleet Manager](#aks-fleet-manager) 1. [DevOps](#devops) - [Automation](#automation) - [Education Tooling](#education-tooling) - - [Infrastructure as Code](#infrastructure-as-code-2) - - [AI Integration](#ai-integration-1) - - [Terraform](#terraform) 1. [Developer Experience](#developer-experience) - [AI-Assisted Coding](#ai-assisted-coding) - [Claude Code](#claude-code) - - [Cursor IDE](#cursor-ide) -1. [Developer Productivity](#developer-productivity-2) +1. [Developer Productivity](#developer-productivity-1) - [IDEs](#ides) - [Cursor](#cursor) 1. [Developer Tooling](#developer-tooling) - [AI Code Assistants](#ai-code-assistants) - - [Effort Frameworks](#effort-frameworks) - [Prompt Templates](#prompt-templates) -1. [Emerging Technology](#emerging-technology) - - [Machine Learning](#machine-learning) - - [Course](#course) 1. [Enterprise Architecture](#enterprise-architecture) - [AIOps and Observability](#aiops-and-observability) - [Incident Response](#incident-response) - [Site Reliability Engineering](#site-reliability-engineering) - [Strategic IT Ops](#strategic-it-ops) 1. [FinOps and Cloud Cost](#finops-and-cloud-cost) - - [Azure Optimization](#azure-optimization) - - [AI Cost Management](#ai-cost-management) - [IaC FinOps](#iac-finops) - [AI Optimization](#ai-optimization) - - [Kubernetes FinOps](#kubernetes-finops) - - [Automated Optimization](#automated-optimization) -1. [Infrastructure](#infrastructure) - - [Artificial Intelligence](#artificial-intelligence-2) - - [Hardware Acceleration](#hardware-acceleration) 1. [Kubernetes and Platform Engineering](#kubernetes-and-platform-engineering) - [Platform Engineering Trends](#platform-engineering-trends) - - [AI Integration](#ai-integration-2) -1. [Software Architecture and .NET Development](#software-architecture-and-net-development) - - [Artificial Intelligence](#artificial-intelligence-3) - - [Agent Integration](#agent-integration) + - [AI Integration](#ai-integration) 1. [Software Engineering](#software-engineering) - - [AI Tools](#ai-tools) - - [Developer Productivity](#developer-productivity-3) - [AI-Assisted Development](#ai-assisted-development) - - [CLI Tools](#cli-tools) - [GitHub Copilot](#github-copilot) - [Industry Impact](#industry-impact) - - [LLM Prompting](#llm-prompting) - - [Multi-Repository Architecture](#multi-repository-architecture) - [Next-Gen Platforms](#next-gen-platforms) - - [Command-Line Utilities](#command-line-utilities) - - [Terminal Emulators](#terminal-emulators) - [Database Management](#database-management) - - [Model Context Protocol](#model-context-protocol-2) + - [Model Context Protocol](#model-context-protocol-1) - [Professional Development](#professional-development) - [Core Architectures](#core-architectures) -1. [Specialized AI Applications](#specialized-ai-applications) - - [Healthcare Systems](#healthcare-systems) - - [Voice Assistants](#voice-assistants) -## 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 @@ -165,13 +108,6 @@ #### 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 @@ -185,24 +121,17 @@ #### General Reference + - [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. + - [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. + - [hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer](https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer in the Kubernetes Tools ecosystem. + - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE 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. - [technologyreview.es: "Las empresas que empiezan a lo grande con la IA' fracasan mΓ‘s" 🌟](https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==technologyreview.es: "Las empresas que empiezan a lo grande con la IA' fracasan mΓ‘s"== 🌟 in the Kubernetes Tools ecosystem. - [hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning' y Deep Learning](https://hipertextual.com/2023/02/diferencias-ia-machine-learning) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning' y Deep Learning 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. - - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE 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. - - [hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer](https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer 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. - [blog.redbrickai.com: F.A.S.T. ⚑️ Meta AI’s Segment Anything for Medical' Imaging](https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.redbrickai.com: F.A.S.T. ⚑️ Meta AI’s Segment Anything for Medical' Imaging in the Kubernetes Tools ecosystem. - [hashicorp.com: Accelerating AI adoption on Azure with Terraform](https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Accelerating AI adoption on Azure with Terraform in the Kubernetes Tools ecosystem. - [hashicorp.com: AI for infrastructure management](https://www.hashicorp.com/solutions/ai-infrastructure-management) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: AI for infrastructure management in the Kubernetes Tools ecosystem. -## Architecture and Visualization - -### Interactive Diagramming - -#### AI Integration - - - **(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) [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Implements the Model Context Protocol (MCP) to dynamically generate and modify Draw.io structures directly via conversational AI interfaces. Seamlessly links large language models with visual blueprint execution, allowing real-time canvas updates and automated layout formatting based on conversational technical specs. ## Artificial Intelligence (1) ### AI Strategy @@ -289,26 +218,9 @@ ### 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). -## Artificial Intelligence and Machine Learning - -### LLM Deployment - -#### DeepSeek R1 - - - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [PYTHON/SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A cutting-edge deployment guide illustrating execution profiles of the revolutionary DeepSeek R1 reasoning models inside newly provisioned high-performance DigitalOcean GPU Droplets. Addresses architectural configurations for model weights and CUDA drivers. -## CICD Pipelines - -### AI and Automation - -#### AI PR Automation - - - **(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) [YAML CONTENT] [COMMUNITY-TOOL] β€” A tutorial showing how to automate the generation of pull request descriptions within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity and documentation standards. -#### Model Context Protocol (1) - - - **(2025)** [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [NONE CONTENT] [COMMUNITY-TOOL] β€” Official Microsoft announcement outlining the preview release of the Azure DevOps MCP Server. Details how developer agents leverage safe API contexts to build and deploy complex assets. ## Cloud Infrastructure ### CICD and DevOps @@ -332,7 +244,6 @@ #### 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) @@ -344,13 +255,6 @@ #### AI Workloads on K8s - **(2024)** [itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes](https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the architectural deployment of AnythingLLM on top of a Kubernetes cluster, covering PV provisioning, ingress configurations, and resource limits. Deploying private RAG environments on Kubernetes gives enterprise teams localized, secured multi-user document search. This tutorial bridges raw AI services with cloud-native hosting stability. -## Cloud Platform - -### Enterprise Solutions - -#### AI and Infrastructure - - - **(2024)** [**aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS**](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” This case study highlights BMW Group's deployment of a generative AI assistant on AWS designed to automate and optimize cloud infrastructure operations. By synthesizing telemetry data and AWS resource metrics, the assistant accelerates infrastructure diagnostics, reduces operational overhead, and drives cost-efficient resource provisioning. It demonstrates how LLMs can be integrated into enterprise cloud operations (AIOps) to simplify complex architectural decision-making. ## Computer Vision ### Deep Learning Research @@ -364,13 +268,6 @@ #### ML Notebooks - **(2023)** [==github.com/jupyterlab/jupyter-ai==](https://github.com/jupyterlab/jupyter-ai) ⭐ 4272 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An official JupyterLab extension that brings generative AI capabilities to interactive notebooks. It supports inline code synthesis, explanation, and error correction across multiple model APIs. -## Container Orchestration - -### Azure Kubernetes Service - -#### AKS Fleet Manager - - - **(2025)** [Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy](https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses on utilizing Azure Kubernetes Service (AKS) Fleet Manager to coordinate multi-cluster scaling for modern AI and data-heavy services. It details multi-cluster updates, global load balancing, and orchestration patterns that bypass single-cluster scaling bottlenecks, supporting highly distributed deep learning and large-scale analytical runtimes. ## DevOps ### Automation @@ -378,13 +275,6 @@ #### 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 @@ -392,11 +282,7 @@ #### 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. - - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. -#### Cursor IDE - - - **(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 (2) +## Developer Productivity (1) ### IDEs @@ -407,19 +293,9 @@ ### AI Code Assistants -#### Effort Frameworks - - - **(2026)** [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” This reference document outlines the effort metrics and execution paradigms utilized by Cursor's Bugbot tool inside the editor context. It guides development teams in managing priority levels for automated debugging routines across repositories. #### 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 @@ -436,77 +312,34 @@ - **(2023)** [thenewstack.io: The Urgency Driving AIOps into Your Enterprise](https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise) [COMMUNITY-TOOL] β€” Analyzes the business and technology drivers forcing rapid enterprise integration of AIOps platforms. Addresses the challenge of telemetry overload and details how automated correlation engines optimize modern cloud networks. ## FinOps and Cloud Cost -### Azure Optimization - -#### AI Cost Management - - - **(2025)** [**Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads**](https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Addresses cost-optimization techniques for AI and large language model (LLM) workloads running on Azure. Discusses GPU node autoprovisioning, vector database optimization, and Azure OpenAI API consumption pricing models. ### IaC FinOps #### AI Optimization - **(2024)** [**OpenOps: No-Code FinOps Automation Platform with AI**](https://github.com/openops-cloud/openops) ⭐ 1035 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source, no-code platform utilizing AI to identify and automate cloud cost optimizations. Connects directly with Kubernetes metrics to suggest sizing adjustments and automatically remove unused resources. -### Kubernetes FinOps - -#### 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 (2) +#### AI Integration - **(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 (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 -#### CLI Tools - - - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β€” Highlights setup and early integration techniques for GitHub Copilot CLI, translating natural language prompts into executable terminal and shell scripts. Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop review step for safety and correctness. #### GitHub Copilot - **(2026)** [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Authoritative guidelines from GitHub designed to optimize interaction with Copilot. Covers prompt engineering tactics (such as context-setting files and comments), managing AI security and license compliance, and verifying generated output. #### 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 - - - **(2026)** [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β€” A modern, Rust-based terminal emulator incorporating AI agent assistance directly into the command-line interface. Reimagines input fields like text editors, supports real-time workspace collaboration, and native context-sharing for accelerated platform ops troubleshooting. ### Database Management -#### Model Context Protocol (2) +#### Model Context Protocol (1) - **(2024)** [==Tabularis: Open Source Desktop Client for Modern Databases with AI and MCP' Integration==](https://github.com/TabularisDB/tabularis/blob/main/README.es.md) ⭐ 2422 [SPANISH CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source desktop database client featuring Model Context Protocol (MCP) integrations. This compliance allows local LLMs to safely query, analyze, and update database schemas within strict user security boundaries. ### Professional Development @@ -514,14 +347,7 @@ #### 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:** [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) | [ChatGPT](./chatgpt.md) +πŸ’‘ **Explore Related:** [ChatGPT](./chatgpt.md) | [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) diff --git a/v2-docs/angular.md b/v2-docs/angular.md index fd2950a6..db69793d 100644 --- a/v2-docs/angular.md +++ b/v2-docs/angular.md @@ -45,5 +45,5 @@ - **(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:** [Postman](./postman.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) | [Java_Frameworks](./java_frameworks.md) +πŸ’‘ **Explore Related:** [Python](./python.md) | [Dom](./dom.md) | [Java_Frameworks](./java_frameworks.md) diff --git a/v2-docs/ansible.md b/v2-docs/ansible.md index 4c438ab1..7f3b4e75 100644 --- a/v2-docs/ansible.md +++ b/v2-docs/ansible.md @@ -101,16 +101,22 @@ - [Docker Swarm](#docker-swarm) - [Deployments](#deployments) - [Kubernetes](#kubernetes-1) - - [Ansible Integration](#ansible-integration-2) - [Deployments](#deployments-1) - [Helm](#helm) - [Helm Integration](#helm-integration) - [Object Management](#object-management) - [Operators](#operators) +1. [Continuous Integration](#continuous-integration) + - [Jenkins](#jenkins) + - [Ansible Integration](#ansible-integration-2) + - [Automation Server](#automation-server) 1. [DevOps and Learning Resources](#devops-and-learning-resources) - [Video Courses](#video-courses) - [Ansible](#ansible-3) - [Practical Labs](#practical-labs) +1. [Hybrid Cloud and Enterprise](#hybrid-cloud-and-enterprise) + - [OpenShift](#openshift) + - [Data Management](#data-management) 1. [Infrastructure as Code](#infrastructure-as-code-1) - [Ansible](#ansible-4) - [Application Servers](#application-servers) @@ -141,6 +147,7 @@ - [Environment Management](#environment-management) - [History](#history) - [Identity Access Management](#identity-access-management) + - [Image Provisioning](#image-provisioning) - [Introduction](#introduction) - [Inventory Management](#inventory-management) - [Linux Administration](#linux-administration) @@ -194,7 +201,6 @@ #### 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. @@ -208,6 +214,7 @@ - [medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive' Guide for DevOps Beginners](https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensive-guide-for-devops-beginners-fd2fb3fd7a40) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive' Guide for DevOps Beginners in the Kubernetes Tools ecosystem. - [venturebeat.com: Red Hat brings Ansible IT automation engine to Azure](https://venturebeat.com/2021/12/08/red-hat-brings-its-ansible-it-automation-engine-to-azure) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering venturebeat.com: Red Hat brings Ansible IT automation engine to Azure in the Kubernetes Tools ecosystem. - [wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with' Microsoft Azure](https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with' Microsoft Azure 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. - [techsupportpk.com: Install Ansible AWX on CentOS, RHEL 7, 8](https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering techsupportpk.com: Install Ansible AWX on CentOS, RHEL 7, 8 in the Kubernetes Tools ecosystem. - [medium: Ansible AWX: from scratch to REST API (part 4 of 8)](https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4-of-8-4aa860d823f6) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Ansible AWX: from scratch to REST API (part 4 of 8) in the Kubernetes Tools ecosystem. - [medium.com: Test driven Development with Ansible using Molecule](https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecule-3386cef987ac) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Test driven Development with Ansible using Molecule in the Kubernetes Tools ecosystem. @@ -473,9 +480,6 @@ - **(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. @@ -492,6 +496,16 @@ #### 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 + +#### Ansible Integration (2) + + - **(2021)** [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [GROOVY CONTENT] [COMMUNITY-TOOL] β€” Explores the architectural integration of Ansible with Jenkins automation pipelines. By utilizing the Jenkins Ansible Plugin, it demonstrates how to leverage Jenkins for orchestration, scheduling, and secret management while offloading configuration deployment tasks to Ansible playbooks. +#### 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 @@ -503,6 +517,13 @@ #### Practical Labs - **(2021)** [youtube: Exercises / Monitoring : How to install node exporter 🌟](https://www.youtube.com/watch?v=NgRuap0MmZw&ab_channel=XavkiEn) [FRENCH CONTENT] [COMMUNITY-TOOL] β€” Practical lab illustrating the deployment of Prometheus Node Exporter. Details how to utilize modular Ansible roles to dynamically configure, enable, and monitor Linux targets. +## Hybrid Cloud and Enterprise + +### OpenShift + +#### Data Management + + - **(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 as Code (1) ### Ansible (4) @@ -561,6 +582,7 @@ #### 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. @@ -606,6 +628,9 @@ #### Identity Access Management - **(2021)** [developer.okta.com: Tutorial: Ansible and Account Automation with Okta](https://developer.okta.com/blog/2021/02/05/okta-ansible) [PYTHON/YAML CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Illustrates how to bridge identity providers with system-level configuration, specifically integrating Okta APIs with Ansible modules. Details dynamic workflows for onboarding user accounts, security grouping, and programmatic credential management directly within continuous integration topologies. +#### Image Provisioning + + - **(2021)** [getbetterdevops.io: Build Docker Images Using Ansible and Packer](https://www.empowersurvivors.net) [YAML/HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical blueprint demonstrating how to integrate Ansible playbooks as provisioning engines inside HashiCorp Packer build runs. Outlines processes to construct audited, standardized, and security-hardened Docker images. #### Introduction - **(2021)** [redhat.com: Demystifying Ansible for Linux sysadmins 🌟](https://www.redhat.com/en/blog/demystifying-ansible-sysadmins) [YAML CONTENT] [COMMUNITY-TOOL] β€” Demystifies Ansible automation mechanics specifically tailored to system administration architectures. The guide explores the core agentless architecture, declarative state models, SSH control path transport, and how standard shell operations mapping to modules can prevent configuration drift on production fleets. @@ -657,7 +682,6 @@ - **(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. #### Roles @@ -753,5 +777,5 @@ - **(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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md) +πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md) diff --git a/v2-docs/api.md b/v2-docs/api.md index dfda8632..7a800c27 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -8,9 +8,6 @@ ## Table of Contents -1. [API and Integration Testing](#api-and-integration-testing) - - [Mocking and Virtualization](#mocking-and-virtualization) - - [Microcks](#microcks) 1. [API Architectures](#api-architectures) - [GraphQL](#graphql) - [Adoption](#adoption) @@ -77,6 +74,7 @@ - [API Lifecycle](#api-lifecycle) - [Architecture Comparisons](#architecture-comparisons) - [Best Practices](#best-practices-1) + - [Documentation](#documentation) - [Fundamentals](#fundamentals) - [Hands-on Deployment](#hands-on-deployment) - [Protocols and Formats](#protocols-and-formats) @@ -134,13 +132,6 @@ - [API Management](#api-management-2) - [Testing](#testing-1) -## 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 @@ -334,6 +325,9 @@ #### Best Practices (1) - **(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€” A comprehensive blueprint for designing RESTful API endpoints using industry-standard conventions. It explains semantic HTTP verbs (GET, POST, PUT, DELETE), logical plural resource naming, status code mappings, and pagination practices. Adhering to these standards ensures intuitive consumption and predictable API performance. +#### Documentation + + - **(2024)** [==Devdocs.io API Documentation 🌟==](https://devdocs.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” DevDocs combines multiple API documentations into a single, searchable, fast, and offline-capable user interface. By indexing documentation for dozens of languages, frameworks, and web technologies in a unified workspace, it optimizes developer workflow speed. It is widely recognized as a crucial utility tool in modern, high-velocity engineering environments. #### Fundamentals - **(2024)** [==postman.com: What is an API?==](https://www.postman.com/what-is-an-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Postman’s foundational guide explaining the mechanics of Application Programming Interfaces (APIs). It covers request-response patterns, typical protocols, payloads (JSON/XML), and the strategic business value of exposing software interfaces. It serves as an industry-standard primer for developers starting with web services. @@ -546,5 +540,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/appointment-scheduling.md b/v2-docs/appointment-scheduling.md index 695bdcc8..04e05c95 100644 --- a/v2-docs/appointment-scheduling.md +++ b/v2-docs/appointment-scheduling.md @@ -43,5 +43,5 @@ - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) | [HR](./hr.md) diff --git a/v2-docs/argo.md b/v2-docs/argo.md index fc1dc8e0..a9c9c977 100644 --- a/v2-docs/argo.md +++ b/v2-docs/argo.md @@ -12,6 +12,9 @@ - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) 1. [Cloud Native](#cloud-native) + - [Community](#community) + - [Events](#events) + - [ArgoCon](#argocon) - [Orchestration](#orchestration) - [Argo Workflows](#argo-workflows) - [Reliability](#reliability) @@ -58,6 +61,9 @@ - [Internal Developer Platforms](#internal-developer-platforms) - [Security and Compliance](#security-and-compliance) - [RBAC](#rbac) + - [CICD Migration](#cicd-migration) + - [Argo Workflows](#argo-workflows-2) + - [Jenkins](#jenkins) - [GitOps](#gitops) - [AWS EKS](#aws-eks) - [Tekton](#tekton) @@ -147,6 +153,13 @@ - [medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and' Argo Events 🌟](https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and' Argo Events 🌟 in the Kubernetes Tools ecosystem. ## Cloud Native +### Community + +#### Events + +##### 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. ### Orchestration #### Argo Workflows @@ -273,6 +286,13 @@ ##### RBAC - **(2021)** [itnext.io: ArgoCD: users, access, and RBAC](https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Details the configuration of user management, local accounts, and role-based access control (RBAC) in ArgoCD. Guides platform engineers through restricting access to specific applications, projects, or clusters using fine-grained policies. +### CICD Migration + +#### Argo Workflows (2) + +##### 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 @@ -358,5 +378,5 @@ - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) diff --git a/v2-docs/aws-architecture.md b/v2-docs/aws-architecture.md index 6a6f3302..ea9a50de 100644 --- a/v2-docs/aws-architecture.md +++ b/v2-docs/aws-architecture.md @@ -180,5 +180,5 @@ - **(2021)** [Clean Architecture on Frontend](https://bespoyasov.me/blog/clean-architecture-on-frontend) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Adapts Robert C. Martin's Clean Architecture principles to modern client-side frontend applications. Focuses on isolation of core business domains, UI frameworks, and data sources via explicit dependency inversion layers, simplifying testing and future framework transitions. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-backup.md b/v2-docs/aws-backup.md index d3d6d30f..dc206682 100644 --- a/v2-docs/aws-backup.md +++ b/v2-docs/aws-backup.md @@ -139,5 +139,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-containers.md b/v2-docs/aws-containers.md index 9a87b64f..e1973da0 100644 --- a/v2-docs/aws-containers.md +++ b/v2-docs/aws-containers.md @@ -14,10 +14,14 @@ 1. [Cloud Infrastructure](#cloud-infrastructure) - [AWS](#aws) - [Container Compute](#container-compute) + - [Container Orchestration](#container-orchestration) - [Container Registries](#container-registries) - [Continuous Deployment](#continuous-deployment) - [Legacy Tooling](#legacy-tooling) - [Security Practices](#security-practices) +1. [Cloud Native](#cloud-native) + - [Kubernetes](#kubernetes) + - [Rancher Management](#rancher-management) ## Architectural Foundations @@ -27,8 +31,8 @@ - [Get started with Amazon EC2 Container Registry (Amazon ECR)](https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.aws.amazon.com in the Kubernetes Tools ecosystem. - [blog.couchbase.com: Getting Started with Docker for AWS and Scaling Nodes](https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-nodes) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.couchbase.com in the Kubernetes Tools ecosystem. - - [neal-davis.medium.com: ECS vs EC2 vs Lambda](https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering neal-davis.medium.com: ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem. - [medium: Creating CI/CD Pipeline for AWS ECS β€” Part I](https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i-b2f61bb1522f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Creating CI/CD Pipeline for AWS ECS β€” Part I in the Kubernetes Tools ecosystem. + - [neal-davis.medium.com: ECS vs EC2 vs Lambda](https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering neal-davis.medium.com: ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem. - [faun.pub: Why We Moved From Lambda to ECS](https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: Why We Moved From Lambda to ECS in the Kubernetes Tools ecosystem. - [aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS](https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks-3b11dd078c99) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS in the Kubernetes Tools ecosystem. - [A Better Dev/Test Experience: Docker and AWS](https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker-and-aws-291da5ab1238) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering A Better Dev/Test Experience: Docker and AWS in the Kubernetes Tools ecosystem. @@ -40,6 +44,11 @@ #### Container Compute - **(2024)** [Amazon ECS-optimized AMI](https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.html) [N/A CONTENT] [COMMUNITY-TOOL] β€” Reference manual for the AWS-engineered Amazon Machine Image (AMI) preconfigured with the ECS agent, Docker runtime, and optimal container configurations. Utilizing this specialized OS image ensures maximum orchestration performance, reliable telemetry, and security compliance out of the box. +#### Container Orchestration + + - **(2023)** [cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?](https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes) [N/A CONTENT] [COMMUNITY-TOOL] β€” A deep dive comparing AWS ECS, EKS, and serverless container execution via AWS Fargate. Synthesizing live cloud architectural trends, it presents insights into financial management, operational simplicity, and dynamic resource scaling, mapping out the trade-offs of using managed VM pools versus completely serverless options. + - **(2022)** [clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform](https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks) [N/A CONTENT] [COMMUNITY-TOOL] β€” This comprehensive comparison highlights the operational differences, cost implications, and architecture layouts of Amazon ECS versus Amazon EKS. EKS targets standard Kubernetes-based deployments requiring high portability, while ECS is a highly optimized, opinionated AWS native orchestrator designed for seamless integration. + - **(2021)** [cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS](https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks) [N/A CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A detailed comparative analysis of scaling strategies between Amazon ECS and EKS clusters. The article walks through key operational considerations, including EC2 Auto Scaling Groups, Karpenter, cluster autoscalers, and resource utilization dynamics, highlighting how choice of orchestration influences microservices scale limits. #### Container Registries - **(2024)** [Amazon EC2 Container Registry Documentation](https://aws.amazon.com/es/documentation/ecr) [N/A CONTENT] [COMMUNITY-TOOL] β€” Official engineering reference for Amazon ECR, a fully managed OCI-compliant container registry. It covers critical security integrations, image scanning capabilities, cross-region replication configurations, and direct integration with Amazon ECS/EKS to facilitate safe, high-speed container pull actions. @@ -55,7 +64,14 @@ - **(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. - **(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) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical blueprint for cross-account secret management for Amazon ECS using AWS Secrets Manager and Systems Manager (SSM) Parameter Store. It provides security engineers with an architectural approach to maintain strict separation of concerns, principal-of-least-privilege IAM policies, and cross-account IAM role assumption. +## Cloud Native + +### Kubernetes + +#### Rancher Management + + - **(2022)** [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-data.md b/v2-docs/aws-data.md index c37db6a4..375c68ed 100644 --- a/v2-docs/aws-data.md +++ b/v2-docs/aws-data.md @@ -50,5 +50,5 @@ - **(2021)** [**whizlabs.com: AWS Kinesis vs Kafka Apache**](https://www.whizlabs.com/blog/kinesis-vs-kafka) [NONE CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Comparative architectural review between AWS Kinesis and Apache Kafka. Analyzes data retention policies, throughput capabilities, scaling overheads, and total cost of ownership (TCO) profiles. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-databases.md b/v2-docs/aws-databases.md index eb5855c4..7653acfb 100644 --- a/v2-docs/aws-databases.md +++ b/v2-docs/aws-databases.md @@ -160,5 +160,5 @@ - **(2021)** [**Tutorial: Tuning Table Design**](https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html) [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Curator Insight provides the authoritative AWS tutorial on optimizing Amazon Redshift table structures. Live Grounding highlights deep configurations including distribution styles (KEY, ALL, EVEN), sort keys (compound vs interleaved), and compression encodings. Essential reading for data platform engineers scaling cloud-native data warehouses. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-devops.md b/v2-docs/aws-devops.md index 133fa5d3..424a3e34 100644 --- a/v2-docs/aws-devops.md +++ b/v2-docs/aws-devops.md @@ -89,5 +89,5 @@ - **(2021)** [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Granular implementation tutorial for deploying Admiralty proxy schedulers to configure cross-cluster communication channels that target serverless AWS Fargate environments in multi-region setups. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-iac.md b/v2-docs/aws-iac.md index 7687b514..c089ce31 100644 --- a/v2-docs/aws-iac.md +++ b/v2-docs/aws-iac.md @@ -97,5 +97,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-messaging.md b/v2-docs/aws-messaging.md index 173fe6fe..be1e7ece 100644 --- a/v2-docs/aws-messaging.md +++ b/v2-docs/aws-messaging.md @@ -48,5 +48,5 @@ - **(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. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-miscellaneous.md b/v2-docs/aws-miscellaneous.md index e34ca662..45edd726 100644 --- a/v2-docs/aws-miscellaneous.md +++ b/v2-docs/aws-miscellaneous.md @@ -34,6 +34,8 @@ - [Ecosystem](#ecosystem) - [AWS Partners](#aws-partners) - [Case Studies](#case-studies) + - [FinOps](#finops) + - [Cost Optimization](#cost-optimization) - [FinOps and Sustainability](#finops-and-sustainability) - [Green Ops](#green-ops) - [High Performance Computing](#high-performance-computing) @@ -164,6 +166,11 @@ #### Case Studies - **(2025)** [AWS Partner Network (APN) blog](https://aws.amazon.com/blogs/apn) [N/A CONTENT] [COMMUNITY-TOOL] β€” Curator Insight focuses on architecture walkthroughs, such as deploying high-availability services on AWS using Spotinst (now Spot by NetApp) and configuring Active Directory SSO. Live Grounding validates these blog posts as critical operational blueprints for multi-tenant integrations and cost-optimization strategies in enterprise environments. +### 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. ### FinOps and Sustainability #### Green Ops @@ -288,5 +295,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-monitoring.md b/v2-docs/aws-monitoring.md index 01803f57..434eeabe 100644 --- a/v2-docs/aws-monitoring.md +++ b/v2-docs/aws-monitoring.md @@ -118,5 +118,5 @@ - **(2022)** [Custom Health Check: HealthCheckCustomConfig](https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official reference guide for Cloud Map API's custom health checks. Explains dynamic service discovery patterns for serverless workloads where traditional load balancer health checks are inapplicable. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-networking.md b/v2-docs/aws-networking.md index 789a70ff..90881076 100644 --- a/v2-docs/aws-networking.md +++ b/v2-docs/aws-networking.md @@ -244,5 +244,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-newfeatures.md b/v2-docs/aws-newfeatures.md index c340b890..c2aadcaa 100644 --- a/v2-docs/aws-newfeatures.md +++ b/v2-docs/aws-newfeatures.md @@ -47,6 +47,7 @@ - [Container Orchestration](#container-orchestration-1) - [ECS Deployments](#ecs-deployments) - [EKS Kubernetes](#eks-kubernetes) + - [EKS Security](#eks-security) - [EKS Windows](#eks-windows) - [Storage Integration](#storage-integration) - [Databases](#databases) @@ -118,7 +119,7 @@ - [Kubernetes](#kubernetes) - [EKS Console](#eks-console) - [EKS Networking](#eks-networking) - - [EKS Security](#eks-security) + - [EKS Security](#eks-security-1) - [Market Analysis](#market-analysis-1) - [ReInvent Announcements](#reinvent-announcements-1) 1. [Data and Analytics](#data-and-analytics) @@ -270,6 +271,9 @@ #### EKS Kubernetes - **(2023)** [Amazon EKS now supports Kubernetes version 1.25](https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25) [NONE CONTENT] [COMMUNITY-TOOL] β€” Amazon EKS added support for Kubernetes version 1.25, bringing security policy updates, API removals (such as PodSecurityPolicy), and core platform enhancements like container registry authentication improvements. +#### EKS Security + + - **(2023)** [Amazon EKS introduces EKS Pod Identity](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” EKS Pod Identity simplifies the association of IAM roles with Kubernetes service accounts. This model bypasses the complexities of OIDC trust configurations, offering highly scalable, secure, and isolated credential structures for containers. #### EKS Windows - **(2022)** [Amazon EKS launches automated provisioning and lifecycle management for Windows containers](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Amazon EKS automated the deployment and lifecycle management of Windows container nodes. It simplifies AMI updates, security patching, and scaling operations for Windows-based workloads on Kubernetes, aligning them with traditional Linux container management patterns. @@ -470,7 +474,7 @@ #### EKS Networking - **(2021)** [==Amazon VPC CNI plugin increases pods per node limits==](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Introduces Prefix Delegation in the AWS VPC CNI, multiplying the number of pods allocatable per node. By assigning /28 IPv4 prefixes to network interfaces instead of single secondary IPs, small-to-medium EC2 instances can support significantly higher container densities. This architecture directly addresses the IP exhaustion problem in enterprise Kubernetes deployments on AWS. -#### EKS Security +#### EKS Security (1) - **(2021)** [==Amazon EKS clusters now support user authentication with OIDC compatible identity providers==](https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Enables EKS clusters to utilize external OpenID Connect (OIDC) compatible identity providers for user authentication. This decouples Kubernetes RBAC from direct IAM identity mappings, allowing developers to leverage existing SSO solutions like Okta or Keycloak. It simplifies security governance by maintaining enterprise identity standards at the cluster API level. ### Market Analysis (1) @@ -564,5 +568,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-pricing.md b/v2-docs/aws-pricing.md index 14c44b4d..dfd0b522 100644 --- a/v2-docs/aws-pricing.md +++ b/v2-docs/aws-pricing.md @@ -93,5 +93,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Spain](./aws-spain.md) | [Azure](./azure.md) diff --git a/v2-docs/aws-security.md b/v2-docs/aws-security.md index 6e7756d2..d1f66981 100644 --- a/v2-docs/aws-security.md +++ b/v2-docs/aws-security.md @@ -33,6 +33,9 @@ - [Compliance Frameworks](#compliance-frameworks) - [Landing Zone Automation](#landing-zone-automation) - [Multi-Account Strategy](#multi-account-strategy) + - [Certification](#certification) + - [AWS](#aws-2) + - [Solutions Architect Professional](#solutions-architect-professional) 1. [Cloud Engineering](#cloud-engineering) - [DevSecOps](#devsecops) - [Security](#security) @@ -187,6 +190,13 @@ - **(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. +### Certification + +#### AWS (2) + +##### 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 Engineering ### DevSecOps @@ -281,5 +291,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-serverless.md b/v2-docs/aws-serverless.md index b4cbd0a8..d7c40084 100644 --- a/v2-docs/aws-serverless.md +++ b/v2-docs/aws-serverless.md @@ -92,9 +92,9 @@ - [Build a Python Microservice with Amazon Web Services Lambda & API Gateway](https://www.giantflyingsaucer.com/blog/?p=5730) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.giantflyingsaucer.com in the Kubernetes Tools ecosystem. - [blog.powerupcloud.com: AWS inventory details in CSV using lambda](https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lambda) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.powerupcloud.com in the Kubernetes Tools ecosystem. - [betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and' Performance](https://betterprogramming.pub/lambda-vs-step-functions-the-battle-of-cost-and-performance-5f008045e2ab) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and' Performance== in the Kubernetes Tools ecosystem. - - [kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud**](https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud** in the Kubernetes Tools ecosystem. - [npmjs.com: Lambda load test](https://www.npmjs.com/package/lambda-load-test) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering npmjs.com: Lambda load test in the Kubernetes Tools ecosystem. - [blog.usejournal.com: Building a Serverless Back-end with AWS](https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.usejournal.com: Building a Serverless Back-end with AWS in the Kubernetes Tools ecosystem. + - [kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud**](https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud** in the Kubernetes Tools ecosystem. - [medium: Going Serverless (on AWS)](https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Going Serverless (on AWS) in the Kubernetes Tools ecosystem. - [liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda](https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda in the Kubernetes Tools ecosystem. - [medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker](https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker in the Kubernetes Tools ecosystem. @@ -274,5 +274,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-spain.md b/v2-docs/aws-spain.md index a9d8efaf..201f4d2e 100644 --- a/v2-docs/aws-spain.md +++ b/v2-docs/aws-spain.md @@ -32,5 +32,5 @@ - **(2022)** [techunwrapped.com: Spain becomes a Cloud Region in 2022](https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022) [COMMUNITY-TOOL] β€” A technical news review analyzing the impact of Spain establishing its first sovereign AWS Cloud Region in 2022, detailing latency improvements and local enterprise hosting advantages. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [Azure](./azure.md) diff --git a/v2-docs/aws-storage.md b/v2-docs/aws-storage.md index 975efa8e..295c4be2 100644 --- a/v2-docs/aws-storage.md +++ b/v2-docs/aws-storage.md @@ -141,5 +141,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index 583330bc..973004d7 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -14,9 +14,6 @@ 1. [Artificial Intelligence](#artificial-intelligence) - [Developer Agents](#developer-agents) - [Amazon Q](#amazon-q) -1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration) - - [Asset Management and Governance](#asset-management-and-governance) - - [Cloud Analytics](#cloud-analytics) 1. [Cloud Platform](#cloud-platform) - [AWS Infrastructure](#aws-infrastructure) - [Automation](#automation) @@ -54,10 +51,10 @@ #### General Reference - - [hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer](https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer in the Kubernetes Tools ecosystem. - [cloudcatalog.dev](https://www.cloudcatalog.dev) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==cloudcatalog.dev== in the Kubernetes Tools ecosystem. - [medium: AWS CLI with jq and Bash](https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: AWS CLI with jq and Bash in the Kubernetes Tools ecosystem. - [aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3](https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3 in the Kubernetes Tools ecosystem. + - [hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer](https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer in the Kubernetes Tools ecosystem. ## Artificial Intelligence ### Developer Agents @@ -65,14 +62,6 @@ #### 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 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 Platform ### AWS Infrastructure @@ -175,5 +164,5 @@ - **(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. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws-training.md b/v2-docs/aws-training.md index c6cb0a34..60a800f8 100644 --- a/v2-docs/aws-training.md +++ b/v2-docs/aws-training.md @@ -21,6 +21,7 @@ - [Training](#training) - [Community Learning](#community-learning-1) - [Educational Resources](#educational-resources) + - [Multi-Cloud Education](#multi-cloud-education) 1. [Infrastructure](#infrastructure) - [Cloud Computing](#cloud-computing-1) - [AWS Training](#aws-training) @@ -58,6 +59,7 @@ - **(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. #### Infrastructure as Code @@ -73,6 +75,9 @@ #### Educational Resources - **(2021)** [analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing](https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing) [COMMUNITY-TOOL] β€” Compiles high-quality, free resources to master fundamental cloud computing concepts. Lists tutorials, official cloud vendor training pathways, and community projects to help newcomers build structured knowledge in distributed systems. +#### Multi-Cloud Education + + - **(2023)** [acloudguru.com](https://www.pluralsight.com/cloud-guru) [COMMUNITY-TOOL] β€” A premier e-learning platform (now part of Pluralsight) specializing in cloud computing, DevOps, and container certifications (AWS, Azure, GCP, Kubernetes). Provides hands-on sandbox environments and deep technical pathways designed to train enterprise-grade engineering organizations. ## Infrastructure ### Cloud Computing (1) @@ -89,5 +94,5 @@ - **(2024)** [explore.skillbuilder.aws: AWS Security Fundamentals (free)](https://skillbuilder.aws/search?searchText=aws-security-fundamentals-second-edition&showRedirectNotFoundBanner=true) [COMMUNITY-TOOL] [GUIDE] β€” A fundamental training program covering core security topologies inside AWS. Explores the Shared Responsibility Model, IAM resource authorization, KMS encryption keys, and continuous infrastructure auditing. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/aws.md b/v2-docs/aws.md index c0e20175..64bdd505 100644 --- a/v2-docs/aws.md +++ b/v2-docs/aws.md @@ -23,6 +23,8 @@ 1. [Cloud Infrastructure](#cloud-infrastructure) - [AWS](#aws-1) - [Resources](#resources) + - [AWS Automation](#aws-automation) + - [Serverless Orchestration](#serverless-orchestration) - [AWS Ecosystem](#aws-ecosystem) - [Audio Learning](#audio-learning) - [Open Source Strategy](#open-source-strategy) @@ -61,6 +63,7 @@ - [AWS](#aws-2) - [Documentation](#documentation) - [Operations](#operations) + - [Security and IAM](#security-and-iam) - [Status Monitoring](#status-monitoring) 1. [Data Engineering](#data-engineering) - [Streaming Data](#streaming-data) @@ -68,6 +71,9 @@ 1. [FinOps and Cloud Cost](#finops-and-cloud-cost) - [AWS Optimization](#aws-optimization) - [Policy Engines](#policy-engines) +1. [Infrastructure as Code](#infrastructure-as-code-1) + - [CICD and Delivery](#cicd-and-delivery) + - [Self-Hosted Runners](#self-hosted-runners) ## Architectural Foundations @@ -76,8 +82,6 @@ #### General Reference - [AWS Knowledge Center](https://aws.amazon.com/premiumsupport/knowledge-center) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.amazon.com in the Kubernetes Tools ecosystem. - - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE in the Kubernetes Tools ecosystem. - - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform for Standardizing AWS Deployments in the Kubernetes Tools ecosystem. - [medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops' resources](https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops' resources== 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. @@ -95,6 +99,7 @@ - [awstip.com: How to list all resources in your AWS account](https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awstip.com: How to list all resources in your AWS account in the Kubernetes Tools ecosystem. - [terminalsandcoffee.com: Setting Up the AWS CLI & IAM User API Keys 🌟](https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering terminalsandcoffee.com: Setting Up the AWS CLI & IAM User API Keys 🌟 in the Kubernetes Tools ecosystem. - [mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step' Tutorial](https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step' Tutorial== in the Kubernetes Tools ecosystem. + - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE in the Kubernetes Tools ecosystem. - [aws.plainenglish.io](https://aws.plainenglish.io) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.plainenglish.io in the Kubernetes Tools ecosystem. - [AWStip.com](https://awstip.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering AWStip.com in the Kubernetes Tools ecosystem. - [bitmovin: Improving Video Quality on the Web](https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering bitmovin: Improving Video Quality on the Web in the Kubernetes Tools ecosystem. @@ -102,6 +107,7 @@ - [Scaling on AWS (Part 3): >500K Users](https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scaling on AWS (Part 3): >500K Users in the Kubernetes Tools ecosystem. - [medium.com: Building a Serverless Dynamic DNS System with AWS](https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Building a Serverless Dynamic DNS System with AWS in the Kubernetes Tools ecosystem. - [medium.com: The Top 10 AWS Startup Blog Posts of 2015](https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: The Top 10 AWS Startup Blog Posts of 2015 in the Kubernetes Tools ecosystem. + - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform for Standardizing AWS Deployments in the Kubernetes Tools ecosystem. - [medium: Top 4 AWS Patterns of Highly Available API](https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Top 4 AWS Patterns of Highly Available API in the Kubernetes Tools ecosystem. - [medium: AWS configuration files, explained](https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: AWS configuration files, explained in the Kubernetes Tools ecosystem. - [medium.com/swlh: AWS Config β€” Compliance as Code](https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/swlh: AWS Config β€” Compliance as Code in the Kubernetes Tools ecosystem. @@ -167,6 +173,11 @@ #### Resources - **(2026)** [==Awesome AWS 🌟==](https://github.com/donnemartin/awesome-aws) ⭐ 14064 [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier reference catalog for Amazon Web Services (AWS), containing curated libraries, open-source utilities, and official whitepapers. It covers key compute, storage, networking, and serverless components. It is universally recognized as the gold standard resource for AWS-centric platform engineering teams seeking validated architectural patterns. +### 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 @@ -271,6 +282,9 @@ #### Operations - **(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. @@ -288,7 +302,14 @@ #### 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. +## Infrastructure as Code (1) + +### CICD and Delivery + +#### 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. --- -πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/azure.md b/v2-docs/azure.md index e84596a1..ca14b452 100644 --- a/v2-docs/azure.md +++ b/v2-docs/azure.md @@ -44,28 +44,37 @@ - [Access Control](#access-control) 1. [CICD Pipelines](#cicd-pipelines) - [AI and Automation](#ai-and-automation) + - [AI PR Automation](#ai-pr-automation) - [Model Context Protocol](#model-context-protocol) - [DevOps Platforms](#devops-platforms) - [DevTest Labs](#devtest-labs) - [Feature Comparison](#feature-comparison) + - [Git Integration](#git-integration) + - [Azure DevOps](#azure-devops) - [Observability](#observability-1) - [DevOps Dashboard](#devops-dashboard) - [Pipeline Extensions](#pipeline-extensions) - [Tasks Repository](#tasks-repository) - [Pipeline Integration](#pipeline-integration) - - [Azure DevOps](#azure-devops) + - [Azure DevOps](#azure-devops-1) - [SDLC Optimization](#sdlc-optimization) - [Azure DevOps Platform](#azure-devops-platform) - [Security and Compliance](#security-and-compliance-1) - [Release Gates](#release-gates) + - [Security and Supply Chain](#security-and-supply-chain) + - [Dependabot](#dependabot) - [Security Scanning](#security-scanning) - [Scout Suite Integration](#scout-suite-integration) - [Template Reference](#template-reference) - [Azure DevOps Pipelines](#azure-devops-pipelines) + - [Terraform](#terraform) + - [Azure DevOps Pipelines](#azure-devops-pipelines-1) + - [Terraform Testing](#terraform-testing) + - [Azure DevOps](#azure-devops-2) - [Training](#training) - [Azure DevOps Paths](#azure-devops-paths) - [Training and Labs](#training-and-labs) - - [Azure DevOps](#azure-devops-1) + - [Azure DevOps](#azure-devops-3) 1. [Cloud Application Platforms](#cloud-application-platforms) - [Azure App Service](#azure-app-service) - [App Service Configuration](#app-service-configuration) @@ -80,6 +89,10 @@ - [Frameworks](#frameworks) - [WAF Assessments](#waf-assessments) - [Well-Architected Framework WAF](#well-architected-framework-waf) + - [Governance](#governance) + - [Azure](#azure) + - [Cloud Adoption Framework](#cloud-adoption-framework) + - [Monitoring](#monitoring) - [PaaS](#paas) - [App Service](#app-service) - [Resiliency](#resiliency) @@ -90,6 +103,8 @@ - [CI-CD Pipelines](#ci-cd-pipelines) - [Azure DevOps Fundamentals](#azure-devops-fundamentals) - [Azure Pipelines Architecture](#azure-pipelines-architecture) + - [Build Environments](#build-environments) + - [Runtime Configuration](#runtime-configuration) - [Conditional Logic and Expressions](#conditional-logic-and-expressions) - [Infrastructure as Code](#infrastructure-as-code-1) - [Declarative Pipelines](#declarative-pipelines) @@ -137,18 +152,21 @@ 1. [Cloud Infrastructure](#cloud-infrastructure) - [Azure Networking](#azure-networking) - [Cost Optimization](#cost-optimization) + - [Latency Optimization](#latency-optimization) + - [Multi-Tenant Topology](#multi-tenant-topology) - [Private Access](#private-access) - [Security](#security) - [Subnet Peering](#subnet-peering) - [Container Orchestration](#container-orchestration-2) - [AKS Fleet Manager](#aks-fleet-manager) + - [AKS Integration](#aks-integration) - [Container Storage](#container-storage) - [Cloud Native Storage](#cloud-native-storage) - [DevOps](#devops) - [CI-CD Pipelines](#ci-cd-pipelines-1) - [Developer Experience](#developer-experience) - [Azure Provisioning](#azure-provisioning) - - [Governance](#governance) + - [Governance](#governance-1) - [Enterprise Naming](#enterprise-naming) - [Identity and Access](#identity-and-access) - [Microsoft Graph IaC](#microsoft-graph-iac) @@ -159,10 +177,12 @@ - [Infrastructure as Code](#infrastructure-as-code-4) - [Advanced Bicep](#advanced-bicep) - [Azure Bicep](#azure-bicep) + - [Azure IPAM](#azure-ipam) - [Azure Verified Modules](#azure-verified-modules) - [Enterprise Case Study](#enterprise-case-study) - [IaC Migration](#iac-migration) - [Standardization](#standardization) + - [Terraform AVM](#terraform-avm) - [Monitoring and Observability](#monitoring-and-observability) - [Azure Monitor Logs](#azure-monitor-logs) - [Cost Management](#cost-management) @@ -183,6 +203,7 @@ - [Container Governance](#container-governance) 1. [Cloud Native and Kubernetes](#cloud-native-and-kubernetes) - [GitOps and Continuous Delivery](#gitops-and-continuous-delivery) + - [ArgoCD integration](#argocd-integration) - [DevOps Standardization](#devops-standardization) - [Hybrid and Multicloud Solutions](#hybrid-and-multicloud-solutions) - [App Services on Arc](#app-services-on-arc) @@ -191,8 +212,11 @@ - [Azure Arc Jumpstart](#azure-arc-jumpstart) - [Monitoring and Observability](#monitoring-and-observability-1) - [Managed Prometheus](#managed-prometheus) + - [Network Observability](#network-observability) + - [Networking and Edge Routing](#networking-and-edge-routing-1) + - [Gateway API](#gateway-api) 1. [Cloud Native Platforms](#cloud-native-platforms) - - [Azure](#azure) + - [Azure](#azure-1) - [Dedicated Documentation](#dedicated-documentation) - [Education](#education-1) - [High Availability Architectures](#high-availability-architectures) @@ -207,7 +231,7 @@ - [Automation](#automation) - [PowerShell Scripts](#powershell-scripts) - [User Provisioning](#user-provisioning) - - [Governance](#governance-1) + - [Governance](#governance-2) - [Azure Naming Tool](#azure-naming-tool) - [FinOps](#finops) - [Reliability](#reliability) @@ -224,7 +248,7 @@ - [Azure Storage](#azure-storage) - [Azure CLI](#azure-cli) - [Blob Diagnostic](#blob-diagnostic) - - [Governance](#governance-2) + - [Governance](#governance-3) - [Resource Tagging](#resource-tagging) - [Cost Controls](#cost-controls) - [Microsoft Azure](#microsoft-azure-2) @@ -277,6 +301,10 @@ - [VMSS](#vmss) - [Windows Server](#windows-server) 1. [Container Orchestration](#container-orchestration-3) + - [AKS Labs](#aks-labs) + - [Hands-on Learning](#hands-on-learning) + - [Azure Kubernetes Service](#azure-kubernetes-service) + - [AKS Fleet Manager](#aks-fleet-manager-1) - [Operating Systems](#operating-systems) - [Azure Linux](#azure-linux) 1. [Data and Storage](#data-and-storage) @@ -342,6 +370,10 @@ - [SCCM Configuration](#sccm-configuration) - [PowerShell Automation](#powershell-automation) - [Collection Design](#collection-design) +1. [FinOps and Cloud Cost](#finops-and-cloud-cost) + - [Azure Optimization](#azure-optimization) + - [AI Cost Management](#ai-cost-management) + - [Landing Zones](#landing-zones-2) 1. [Governance and Management](#governance-and-management) - [API Deprecations](#api-deprecations) - [Platform Lifecycle](#platform-lifecycle) @@ -349,7 +381,7 @@ - [Compliance](#compliance-1) - [Cost Management](#cost-management-1) - [Kubernetes Compliance](#kubernetes-compliance) - - [Landing Zones](#landing-zones-2) + - [Landing Zones](#landing-zones-3) - [Resource Metadata](#resource-metadata) 1. [Healthcare IT](#healthcare-it) - [Biomedical Research](#biomedical-research) @@ -424,6 +456,9 @@ 1. [Infrastructure](#infrastructure) - [Configuration Management](#configuration-management) - [PowerShell DSC](#powershell-dsc) + - [Networking](#networking) + - [Ingress](#ingress) + - [Azure Application Gateway](#azure-application-gateway) 1. [Infrastructure and Platform](#infrastructure-and-platform) - [Tenant Governance](#tenant-governance-1) - [Subscription Architecture](#subscription-architecture) @@ -440,7 +475,7 @@ - [Dependency Management](#dependency-management) - [PowerShellGet](#powershellget) - [NuGet Providers](#nuget-providers) - - [Governance](#governance-3) + - [Governance](#governance-4) - [Enterprise Policy as Code](#enterprise-policy-as-code) - [Azure Policy](#azure-policy) - [Infrastructure as Code](#infrastructure-as-code-8) @@ -475,15 +510,25 @@ - [Shell Environments](#shell-environments) - [Comparison](#comparison) 1. [Infrastructure as Code](#infrastructure-as-code-9) + - [AI Integration](#ai-integration) + - [Copilot for Azure](#copilot-for-azure) - [ARM Templates](#arm-templates) - [Template Specs](#template-specs) - [Training](#training-1) - [Azure Basics](#azure-basics) - [Developer Tools](#developer-tools-1) - - [Terraform](#terraform) - - [Landing Zones](#landing-zones-3) + - [Landing Zones](#landing-zones-4) + - [Accelerators](#accelerators) + - [Azure Verified Modules](#azure-verified-modules-1) + - [Terraform](#terraform-1) + - [Azure Verified Modules](#azure-verified-modules-2) + - [Export Utility](#export-utility) + - [Landing Zones](#landing-zones-5) + - [Official Integration](#official-integration) + - [Terraform Modules](#terraform-modules) + - [IPAM](#ipam) - [Terraform Providers](#terraform-providers) - - [Azure IPAM](#azure-ipam) + - [Azure IPAM](#azure-ipam-1) - [Verification and AI](#verification-and-ai) - [Copilot Verification](#copilot-verification) 1. [Management and Governance](#management-and-governance) @@ -508,7 +553,7 @@ - [DNS Traffic Management](#dns-traffic-management) - [Network Security](#network-security-1) - [Architecture Baselines](#architecture-baselines) -1. [Networking](#networking) +1. [Networking](#networking-1) - [Infrastructure as Code](#infrastructure-as-code-10) - [Architecture Code Patterns](#architecture-code-patterns) - [Network Management](#network-management) @@ -534,7 +579,7 @@ - [dbatools Module](#dbatools-module) 1. [Platform Engineering](#platform-engineering-1) - [CICD Platforms](#cicd-platforms) - - [Azure DevOps](#azure-devops-2) + - [Azure DevOps](#azure-devops-4) 1. [Quality Assurance](#quality-assurance) - [Performance Testing](#performance-testing) - [Azure Load Testing](#azure-load-testing) @@ -543,9 +588,13 @@ - [Azure Sandbox](#azure-sandbox) 1. [Security](#security-1) - [Identity and Access](#identity-and-access-3) + - [AKS](#aks) - [OIDC Integration](#oidc-integration) - [Network Security](#network-security-2) - [Azure Firewall](#azure-firewall) + - [Secrets Management](#secrets-management) + - [Cloud Integrations](#cloud-integrations) + - [Azure](#azure-2) - [Threat Hunting](#threat-hunting) - [Active Directory](#active-directory-1) 1. [Security and Identity](#security-and-identity) @@ -617,19 +666,18 @@ - [docs.microsoft.com: Run scripts in your Windows VM by using action Run Commands](https://learn.microsoft.com/en-us/en-us/azure/virtual-machines/windows/run-command) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. - [Azure Virtual WAN introduces its first SaaS offering](https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering azure.microsoft.com in the Kubernetes Tools ecosystem. - [docs.microsoft.com: Using Policy with Azure Site Recovery](https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.microsoft.com in the Kubernetes Tools ecosystem. - - [medium.com/@mikakrief: Using Azure Service Operator v2](https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@mikakrief: Using Azure Service Operator v2 in the Kubernetes Tools ecosystem. - - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - [Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code](https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in the Kubernetes Tools ecosystem. - - [hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault](https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault== 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. - [medium: Scaling Applications in the Cloud](https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Scaling Applications in the Cloud in the Kubernetes Tools ecosystem. - [blog.identitydigest.com: Azure AD workload identity federation with Kubernetes](https://blog.identitydigest.com/azuread-federate-k8s) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==blog.identitydigest.com: Azure AD workload identity federation with Kubernetes== in the Kubernetes Tools ecosystem. - [charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize' storage costs](https://charbelnemnom.com/move-files-between-azure-file-share-tiers) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize' storage costs in the Kubernetes Tools ecosystem. - [techrepublic.com: What can you do with Azure Files?](https://www.techrepublic.com/article/what-can-you-do-azure-files) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==techrepublic.com: What can you do with Azure Files?== in the Kubernetes Tools ecosystem. - [satyenkumar.medium.com: Demystifying The Cloud: An Overview of the Microsoft' Azure 🌟🌟🌟](https://satyenkumar.medium.com/demystifying-the-cloud-computing-an-overview-of-the-microsoft-azure-6a5c1fb1799d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==satyenkumar.medium.com: Demystifying The Cloud: An Overview of the Microsoft' Azure== 🌟🌟🌟 in the Kubernetes Tools ecosystem. - [medium.com/awesome-azure: Azure β€” Most Useful Azure Services Every Developer' Must Know](https://medium.com/awesome-azure/azure-most-useful-azure-services-every-developer-must-know-top-azure-paas-serverless-services-developer-c55b829ac6d7) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/awesome-azure: Azure β€” Most Useful Azure Services Every Developer' Must Know in the Kubernetes Tools ecosystem. + - [medium.com/@mikakrief: Using Azure Service Operator v2](https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@mikakrief: Using Azure Service Operator v2 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. - [medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone' for Azure](https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone' for Azure in the Kubernetes Tools ecosystem. - [charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect' Expert](https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect' Expert in the Kubernetes Tools ecosystem. + - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - [info.acloud.guru: Deploying your first kubernetes app with Azure DevOps](https://info.acloud.guru/resources/deploy-kubernetes-app-with-azure-devops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering info.acloud.guru: Deploying your first kubernetes app with Azure DevOps in the Kubernetes Tools ecosystem. - [medium: Azure DevOps HandBook !](https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Azure DevOps HandBook ! in the Kubernetes Tools ecosystem. - [Azure DevOps Tips: β€œEach” Loops](https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Azure DevOps Tips: β€œEach” Loops in the Kubernetes Tools ecosystem. @@ -651,6 +699,7 @@ - [visualstudiomagazine.com: PowerShell Crescendo Now Generally Available](https://visualstudiomagazine.com/articles/2022/03/10/powershell-crescendo-ga.aspx?m=1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering visualstudiomagazine.com: PowerShell Crescendo Now Generally Available in the Kubernetes Tools ecosystem. - [medium.com/codex: 7 Best Practices for Data Ingestion](https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/codex: 7 Best Practices for Data Ingestion== in the Kubernetes Tools ecosystem. - [denniszielke.medium.com: Using Azure Container Apps at scale instead of' your building your own NaaS on top of K8s?](https://denniszielke.medium.com/using-azure-container-apps-at-scale-instead-of-your-building-your-own-naas-on-top-of-k8s-7c4760c2511f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering denniszielke.medium.com: Using Azure Container Apps at scale instead of' your building your own NaaS on top of K8s? in the Kubernetes Tools ecosystem. + - [hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault](https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault== in the Kubernetes Tools ecosystem. ## Architecture ### Container Orchestration @@ -727,9 +776,13 @@ ### AI and Automation +#### AI PR Automation + + - **(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) [YAML CONTENT] [COMMUNITY-TOOL] β€” A tutorial showing how to automate the generation of pull request descriptions within Azure DevOps pipelines using Azure OpenAI APIs. Streamlines developer velocity and documentation standards. #### Model Context Protocol - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) ⭐ 1813 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An official Microsoft MCP server repository enabling AI Agents (like Claude or GitHub Copilot) to interact seamlessly with Azure DevOps. Allows agents to manage work items, query repositories, and orchestrate pipeline runs. + - **(2025)** [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [NONE CONTENT] [COMMUNITY-TOOL] β€” Official Microsoft announcement outlining the preview release of the Azure DevOps MCP Server. Details how developer agents leverage safe API contexts to build and deploy complex assets. ### DevOps Platforms #### DevTest Labs @@ -738,6 +791,11 @@ #### Feature Comparison - **(2023)** [info.acloud.guru: Azure DevOps VS GitHub: Comparing Microsoft's DevOps Twins](https://info.acloud.guru/resources/azure-devops-vs-github-comparing-microsofts-devops-twins) [NONE CONTENT] [COMMUNITY-TOOL] β€” A comparative analysis between Azure DevOps and GitHub Enterprise services. Details differences in licensing, security features, repository setups, and integrated pipeline structures. +### 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 @@ -750,7 +808,7 @@ - **(2026)** [==microsoft/azure-pipelines-tasks==](https://github.com/microsoft/azure-pipelines-tasks) ⭐ 3645 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main open-source codebase behind Azure Pipelines tasks. Critical reference for developers needing to extend build steps or troubleshoot performance bottlenecks. ### Pipeline Integration -#### Azure DevOps +#### Azure DevOps (1) - **(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 @@ -763,6 +821,11 @@ #### 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. +### Security and Supply Chain + +#### Dependabot + + - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [YAML CONTENT] [COMMUNITY-TOOL] β€” A configuration guide describing the implementation of automated Dependabot scanning mechanisms inside Azure DevOps repositories to detect and secure third-party dependencies. ### Security Scanning #### Scout Suite Integration @@ -773,6 +836,16 @@ #### Azure DevOps Pipelines - **(2024)** [==github.com/nnellans/ado-pipelines-guide: Azure DevOps YAML Pipelines Guide' 🌟==](https://github.com/nnellans/ado-pipelines-guide) ⭐ 74 [YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A structured, community-created repository gathering YAML pipeline configurations and boilerplate templates. Focuses on standardized modular task integration and multi-stage configurations. +### Terraform + +#### Azure DevOps Pipelines (1) + + - **(2025)** [Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [YAML CONTENT] [COMMUNITY-TOOL] β€” A comprehensive configuration guide showing how to set up robust, multi-stage YAML pipelines in Azure DevOps for Terraform configurations. Solves remote backend locking and authentication hurdles. +### Terraform Testing + +#### Azure DevOps (2) + + - **(2025)** [Automate Terraform Testing with Azure DevOps Pipelines](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [YAML CONTENT] [COMMUNITY-TOOL] β€” Detailed technical blueprint demonstrating the integration of automated security verification and configuration syntax checks inside Azure DevOps release steps for HashiCorp Terraform. ### Training #### Azure DevOps Paths @@ -780,7 +853,7 @@ - **(2025)** [docs.microsoft.com: Build applications with Azure DevOps (Learning Path)](https://learn.microsoft.com/en-gb/training/browse) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official learning track for developers targeting modern containerized deployment patterns inside Azure DevOps environments. Covers automated quality assurance and CI configurations. ### Training and Labs -#### Azure DevOps (1) +#### Azure DevOps (3) - **(2025)** [Azure DevOps Labs 🌟](https://www.azuredevopslabs.com) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official training portal hosting a deep collection of hands-on tutorials for managing delivery lifecycles, artifact generation, and deployment security gates. ## Cloud Application Platforms @@ -821,6 +894,15 @@ - **(2026)** [learn.microsoft.com: Azure Well-Architected Framework](https://learn.microsoft.com/en-us/azure/well-architected) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The core blueprint for building high-quality cloud workloads on Azure, structured around five pillars: Reliability, Security, Cost Optimization, Operational Excellence, and Performance Efficiency. It establishes technical evaluation criteria and optimization strategies for running stable, secure cloud-native environments. Real-world implementation leverages these design principles for systematic, self-healing infrastructures. - **(2023)** [infoq.com: Microsoft Refreshes its Well-Architected Framework](https://www.infoq.com/news/2023/11/azure-well-architected-framework) [NONE CONTENT] [COMMUNITY-TOOL] β€” An industry review highlighting Microsoft's updates to the Well-Architected Framework (WAF) to better support modern cloud-native systems. Key improvements emphasize granular workload guides, prescriptive technical patterns, and streamlined cost optimization techniques. The refresh ensures the framework evolves alongside rapid shifts in containerization and modern distributed patterns. +### 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. ### PaaS #### App Service @@ -846,6 +928,11 @@ #### Azure Pipelines Architecture - **(2022)** [thinksys.com: Azure DevOps Pipeline Complete Guide 2022](https://thinksys.com/azure/azure-devops-pipeline-complete-guide) 🌟🌟🌟 [LEGACY] β€” Provides a comprehensive guide to Azure Pipelines, examining agent pools, environment gates, YAML schemas, and artifact generation. Modern engineering patterns in 2026 have completely deprecated classic visual release pipelines. Modern deployment strategies mandate programmatic YAML-only architectures that incorporate pipeline decorators and secure agent injection. +#### Build Environments + +##### Runtime Configuration + + - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates how to dynamically install Java 23 onto Azure DevOps pipeline agents using automated setup tasks. In 2026, using localized runtime installation tasks is preferred over relying on pre-baked VM images, allowing pipelines to remain flexible and easily adapt to new framework versions. #### Conditional Logic and Expressions - **(2023)** [**techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and Conditions 🌟**](https://techcommunity.microsoft.com/blog/healthcareandlifesciencesblog/azure-devops-pipelines-if-expressions-and-conditions/3737159) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Breaks down the syntax and runtime evaluation of conditional if-expressions in Azure Pipelines' YAML parser. Masterful command of compile-time versus execution-time evaluation is crucial in 2026 for building dynamic pipelines that auto-adjust steps based on branch targets, variables, or system telemetry. @@ -899,6 +986,7 @@ ##### Pull Request Feedback - **(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) [POWERSHELL CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A PowerShell-driven automation script that extracts Terraform plans and posts them directly as rich markdown comments in Azure DevOps Pull Requests. Live 2026 engineering audits show that while native extensions offer similar behaviors, custom gists are widely used to maintain clean PR review workflows. + - **(2022)** [thomasthornton.cloud: Deploy Terraform using Azure DevOps](https://thomasthornton.cloud/deploy-terraform-using-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A guide on orchestrating Terraform plan and apply commands using Azure DevOps YAML pipelines. While curator insights center on simple task execution and state file security, 2026 enterprise engineering standards require using OpenID Connect (OIDC) Workload Identity instead of hardcoded client secrets to run automated deployments. ### Platform Engineering #### Azure DevOps Architecture @@ -970,6 +1058,12 @@ - **(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. +#### 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. +#### Multi-Tenant Topology + + - **(2025)** [Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager](https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An official exploration of Azure Virtual Network Manager (AVNM) capabilities for coordinating network topologies across distinct enterprise Entra ID tenants. Architects learn how to leverage AVNM to scale governance, enforce global security rules, and simplify cross-tenant hub-and-spoke peerings programmatically. #### 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. @@ -985,6 +1079,9 @@ #### AKS Fleet Manager - **(2024)** [github.com/azure/fleet](https://github.com/azure/fleet) ⭐ 224 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores Azure Kubernetes Service (AKS) Fleet Manager, designed for multi-cluster fleet-wide management. Coordinates application rollouts, implements global ingress configurations, and automates orchestrator upgrades across distributed topologies. +#### AKS Integration + + - **(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) [BICEP CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the automated provisioning of Azure Kubernetes Service (AKS) coupled with the native Istio service mesh add-on using Bicep. This blueprint demonstrates declarative service mesh lifecycle management, reducing manual Helm or post-deployment orchestration overhead. ### Container Storage #### Cloud Native Storage @@ -1000,7 +1097,7 @@ #### Azure Provisioning - **(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) [BICEP CONTENT] [COMMUNITY-TOOL] β€” Explains DevOps-centric infrastructure integration, detailing how developers can design, scale, and manage cloud footprints utilizing developer-focused IaC patterns. Focuses on developer self-service while adhering to guardrails. -### Governance +### Governance (1) #### Enterprise Naming @@ -1032,6 +1129,9 @@ - **(2023)** [insight-services-apac.github.io: Getting Started with Bicep](https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep) [BICEP CONTENT] [LEGACY] β€” A foundational exploration of Azure Bicep designed to ease the onboarding ramp from legacy ARM templates. Emphasizes cleaner declarative syntax, structural modularization, and native integration with Azure CLI/PowerShell workflows. - **(2022)** [build5nines.com: Get Started with Azure Bicep – Alternative to ARM Templates](https://build5nines.com/get-started-with-azure-bicep) [BICEP CONTENT] [COMMUNITY-TOOL] β€” Introduces Azure Bicep as Microsoft's strategic evolution beyond JSON-based ARM templates. It contrasts the language's simplified abstraction layer, compilation mechanics, and automatic dependency resolution against traditional enterprise patterns. - **(2021)** [github.com/johnlokerse/azure-bicep-cheat-sheet: Azure Bicep Cheat Sheet](https://github.com/johnlokerse/azure-bicep-cheat-sheet) [BICEP CONTENT] [COMMUNITY-TOOL] β€” A comprehensive quick-reference guide designed to accelerate Azure Bicep development. It provides syntax mappings, parameter declarations, and deployment command structures to streamline the transition from ARM JSON to domain-specific language architectures. +#### Azure IPAM + + - **(2025)** [Manage Azure IPAM with Terraform](https://mattias.engineer/blog/2025/azure-ipam-with-terraform) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A comprehensive guide to automating Azure IP Address Management (IPAM) using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping address space allocation, and enterprise-wide IP tracking to prevent resource collision in complex hub-and-spoke virtual architectures. #### Azure Verified Modules - **(2024)** [azure.github.io/Azure-Verified-Modules 🌟](https://azure.github.io/Azure-Verified-Modules) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The central documentation portal for Azure Verified Modules (AVM), Microsoft's standardized, validated IaC building blocks. Supports both Bicep and Terraform, guaranteeing reliable, hardened, and highly consistent deployments at enterprise scale. @@ -1045,6 +1145,9 @@ #### Standardization - **(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) [BICEP CONTENT] [COMMUNITY-TOOL] β€” Presents a standardized, enterprise-grade model for automating Azure IaaS deployments using modular Bicep templates. Focuses on architectural separation of concerns, decoupling networking, storage, and compute layers into reusable sub-modules. +#### Terraform AVM + + - **(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) [TERRAFORM CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Details the application of Azure Verified Modules specifically optimized for Terraform configurations. Demonstrates how to write scalable HCL blocks backed by Microsoft-maintained definitions, matching enterprise governance standards. ### Monitoring and Observability #### Azure Monitor Logs @@ -1098,6 +1201,9 @@ ### GitOps and Continuous Delivery +#### ArgoCD integration + + - **(2025)** [**Announcing Private Preview: ArgoCD through Microsoft GitOps**](https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An announcement regarding native ArgoCD integration managed directly through Azure Arc-enabled Kubernetes and Microsoft GitOps. This development bridges the gap between AKS native extensions and industry-standard GitOps tools, offering declarative cluster state management at scale. It significantly reduces operational overhead by hosting and maintaining control plane elements as a first-class Azure service. #### DevOps Standardization - **(2021)** [techcommunity.microsoft.com: Standardize DevOps practices across hybrid and multicloud environments](https://techcommunity.microsoft.com/blog/itopstalkblog/standardize-devops-practices-across-hybrid-and-multicloud-environments/2795010) [N/A CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A strategic discussion on leveraging Azure Arc-enabled Kubernetes to enforce standardized CI/CD pipelines and compliance rules across disparate infrastructure. It focuses on using GitOps (via Flux/ArgoCD) and Azure Policy to maintain consistent cluster configurations globally. This operational pattern eliminates configuration drift and reduces administrative friction across hybrid environments. @@ -1121,9 +1227,17 @@ #### Managed Prometheus - **(2023)** [==techcommunity.microsoft.com: Introducing Azure Monitor managed service for Prometheus 🌟==](https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185) [PROMQL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Announcement of the native, fully managed Prometheus monitoring service integrated into Azure Monitor. This managed engine allows teams to leverage standard PromQL queries, alerting rules, and Grafana dashboarding without the maintenance complexity of scaling self-hosted Prometheus instances. This service has become the primary standard for collecting metrics from AKS and cloud-native workloads. +#### Network Observability + + - **(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) [KQL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Unveiling advanced network observability features for AKS clusters, utilizing eBPF to capture kernel-level network telemetry. It provides deep visibility into pod-to-pod and egress traffic flow, packet drops, DNS resolution latencies, and TCP connection stats. This low-overhead monitoring is essential for debugging transient network issues inside microservices environments. +### Networking and Edge Routing (1) + +#### 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 Platforms -### Azure +### Azure (1) #### Dedicated Documentation @@ -1163,7 +1277,7 @@ #### User Provisioning - **(2023)** [github.com/BrianCollet/onboard-automator](https://github.com/BrianCollet/onboard-automator) ⭐ 11 [POWERSHELL CONTENT] [COMMUNITY-TOOL] β€” Automated pipeline logic designed to simplify employee lifecycle events, managing identity provisioning, security group access control, and user workspaces across Entra ID environments. -### Governance (1) +### Governance (2) #### Azure Naming Tool @@ -1207,7 +1321,7 @@ ##### Blob Diagnostic - **(2023)** [build5nines.com: Azure CLI: Check if Blob Exists in Azure Storage](https://build5nines.com/azure-cli-check-if-blob-exists-in-azure-storage) [NONE CONTENT] [COMMUNITY-TOOL] β€” Provides CLI commands to verify file existence inside active cloud storage containers before triggering build scripts. -### Governance (2) +### Governance (3) #### Resource Tagging @@ -1340,6 +1454,16 @@ - **(2021)** [teacdmin.net: How To Enable Multiple RDP Sessions on Windows Server](https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server) [COMMUNITY-TOOL] [GUIDE] β€” System engineering guide detailing how to bypass the standard session limit constraints on Windows Server platforms by configuring Remote Desktop Services (RDS) policies. Explains licensing requirements, group policy objects (GPO), and host configurations to enable multi-user concurrent administrative operations within infrastructure-as-a-service (IaaS) instances. ## Container Orchestration (3) +### AKS Labs + +#### 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. +### Azure Kubernetes Service + +#### AKS Fleet Manager (1) + + - **(2025)** [Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy](https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses on utilizing Azure Kubernetes Service (AKS) Fleet Manager to coordinate multi-cluster scaling for modern AI and data-heavy services. It details multi-cluster updates, global load balancing, and orchestration patterns that bypass single-cluster scaling bottlenecks, supporting highly distributed deep learning and large-scale analytical runtimes. ### Operating Systems #### Azure Linux @@ -1509,6 +1633,16 @@ ##### Collection Design - **(2021)** [systemcenterdudes.com: Create Operational SCCM Collection Using Powershell Script](https://www.systemcenterdudes.com/create-operational-sccm-collection-using-powershell-script) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β€” Detailed implementation script used to generate 134 structured collection records within MECM/SCCM databases, facilitating structured enterprise application delivery. +## FinOps and Cloud Cost + +### Azure Optimization + +#### AI Cost Management + + - **(2025)** [**Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads**](https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Addresses cost-optimization techniques for AI and large language model (LLM) workloads running on Azure. Discusses GPU node autoprovisioning, vector database optimization, and Azure OpenAI API consumption pricing models. +#### Landing Zones (2) + + - **(2025)** [==Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for Cost Optimization==](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Details how to configure a FinOps-compliant Azure Landing Zone. Uses Azure Policy and management groups to enforce resource tag policies, mandate budget limits at subscription boundaries, and automate continuous cost governance. ## Governance and Management ### API Deprecations @@ -1530,9 +1664,10 @@ #### Kubernetes Compliance - **(2021)** [techcommunity.microsoft.com: Azure Policy for Kubernetes releases support for custom policy](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Technical deep dive into Azure Policy integration with AKS, highlighting the support for custom policy definitions via OPA Gatekeeper. Enables platform engineers to build and enforce hyper-customized constraints on pods, network namespaces, and registry origins inside Kubernetes clusters. -#### Landing Zones (2) +#### Landing Zones (3) - **(2024)** [==github.com/Azure/Enterprise-Scale: ALZ AMA Update==](https://github.com/Azure/Enterprise-Scale/wiki/ALZ-AMA-Update) ⭐ 1942 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Crucial update tracker for the Azure Landing Zones (ALZ) Enterprise-Scale repository. Outlines migration frameworks and monitoring recommendations as the platform deprecates legacy Log Analytics agents in favor of Azure Monitor Agent (AMA). A vital reference for maintaining compliant enterprise monitoring architecture. + - **(2023)** [Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options](https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options) [COMMUNITY-TOOL] [GUIDE] β€” Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing zone platform deployment options. Evaluates differences between Portal, Bicep, and Terraform implementations, outlining trade-offs in velocity, maintenance overhead, and custom extensibility. #### Resource Metadata - **(2024)** [build5nines.com: Why do Azure Resource Groups have an Azure Region association?](https://build5nines.com/why-do-azure-resource-groups-have-an-azure-region-association) [COMMUNITY-TOOL] β€” Explains why Azure Resource Groups require regional associations despite holding globally distributed resources. Focuses on metadata retention policies, high-availability architecture of the resource manager control plane, and localized compliance/residency constraints. @@ -1723,6 +1858,14 @@ #### PowerShell DSC - **(2021)** [docs.microsoft.com: Using configuration data in DSC](https://learn.microsoft.com/en-us/powershell/dsc/configurations/configdata?view=dsc-1.1) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An official Microsoft technical reference covering the segregation of operational configuration schemas from logic execution steps inside PowerShell Desired State Configuration (DSC) frameworks. +### 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. + - **(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 Platform ### Tenant Governance (1) @@ -1761,7 +1904,7 @@ ##### NuGet Providers - **(2022)** [devblogs.microsoft.com: When PowerShellGet v1 fails to install the NuGet Provider](https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β€” Diagnoses failure patterns on PowerShellGet v1 when attempting download and setup of external NuGet provider instances. Guides administrator remediation steps via modern TLS and bootstrapping settings. -### Governance (3) +### Governance (4) #### Enterprise Policy as Code @@ -1843,6 +1986,11 @@ - **(2022)** [softzone.es: Por quΓ© me interesa mΓ‘s usar PowerShell en lugar de CMD](https://www.softzone.es/noticias/windows/por-que-interesa-usar-powershell-lugar-cmd) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β€” A Spanish language comparison covering structural differences between command shells. Examines security policies, scripting functionality, cmdlet standardizations, and cross-platform runtime support. ## Infrastructure as Code (9) +### AI Integration + +#### 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. ### ARM Templates #### Template Specs @@ -1856,14 +2004,38 @@ #### Developer Tools (1) - **(2024)** [techcommunity.microsoft.com: Infra in Azure for Developers - The What](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-what/4026102) [NONE CONTENT] [COMMUNITY-TOOL] β€” A developer-centric guide covering core Azure infrastructure concepts such as virtual networks, subnets, computing runtimes, and managed services. Designed to close the gap between software development and platform engineering, it helps developers build cloud-native applications with a solid understanding of the underlying topology. -### Terraform +### Landing Zones (4) -#### Landing Zones (3) +#### Accelerators + + - **(2026)** [Azure Landing Zone IaC Accelerator Release Notes](https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official release ledger tracking enhancements, bug fixes, and feature updates for the Azure Landing Zones IaC Accelerator. Essential for platform engineering teams to maintain up-to-date, compliant architectures using official Terraform or Bicep modules. It keeps organizations informed on modern security baseline integrations and multi-tenant tooling enhancements. + - **(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) [BICEP CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” GA announcement of the official Bicep and Terraform accelerators designed for deploying Azure Landing Zones (ALZ). These accelerators provide enterprise developers with template-driven deployment mechanisms for core platform hubs and spokes, reducing manual deployment errors and accelerating migration timelines. +#### Azure Verified Modules (1) + + - **(2026)** [Enterprise-Scale Azure Subscription Vending Using Azure Verified Modules (AVM)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Demonstrates enterprise subscription vending architectures powered by Azure Verified Modules (AVM). This automated design leverages Terraform and Bicep to standardize resource organization, virtual network integration, and governance controls. Architects use subscription vending to scale and provision environments reliably in multi-tenant frameworks. +### Terraform (1) + +#### Azure Verified Modules (2) + + - **(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) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details the general availability of Terraform-based Azure Verified Modules (AVM) for constructing platform landing zones. These modules offer verified, highly robust IaC templates that align with Microsoft's official structural guidelines. This release significantly reduces the development overhead required to build enterprise platform hubs. +#### Export Utility + + - **(2025)** [Export Terraform Code from the Azure Portal](https://mattias.engineer/blog/2025/azure-portal-export-terraform) [NONE CONTENT] [LEGACY] β€” A practical exploration of the Azure Portal's feature for exporting active cloud resource configurations directly into functional HashiCorp Terraform modules. Decreases setup friction for legacy system migrations. +#### Landing Zones (5) - **(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) [TERRAFORM CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Discusses the implementation of custom landing zone archetypes within the Terraform ALZ module framework. This approach allows enterprise architects to define bespoke governance and policy models that can be systematically replicated. It provides deep technical insight into extending default ALZ templates to meet complex, non-standard organizational requirements. +#### Official Integration + + - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official announcement detailing native preview features to export existing Azure assets into declarative Terraform code blocks directly inside the portal interface. Eliminates reliance on custom parsing tools. + - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [NONE CONTENT] [DOCUMENTATION] [LEGACY] β€” Secondary portal-integration documentation describing technical setups for exporting active resource configurations. Focuses on producing clean, modular Terraform files from complex legacy environments. +### Terraform Modules + +#### IPAM + + - **(2025)** [Terraform Azure Resource IPAM Module](https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Specialized Terraform registry module designed to automate IP Address Management (IPAM) inside multi-VNet architectures. Standardizes subnetworking allocations dynamically to prevent prefix overlapping. ### Terraform Providers -#### Azure IPAM +#### Azure IPAM (1) - **(2024)** [==Terraform Provider for Azure IPAM==](https://github.com/XtratusCloud/terraform-provider-azureipam) ⭐ 10 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Custom open-source Terraform provider built to automate cloud IP address allocation directly from centralized Azure IPAM solutions. Ensures smooth networking configuration inside containerized setups. ### Verification and AI @@ -1925,7 +2097,7 @@ #### Architecture Baselines - **(2024)** [learn.microsoft.com: Azure network security overview](https://learn.microsoft.com/en-us/azure/security/fundamentals/network-overview) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Comprehensive structural baseline for cloud perimeter security, private links, virtual firewalls, and application gateways. Forms the backbone of Azure's architectural recommendations for implementing defense-in-depth security. -## Networking +## Networking (1) ### Infrastructure as Code (10) @@ -1992,7 +2164,7 @@ ### CICD Platforms -#### Azure DevOps (2) +#### Azure DevOps (4) - **(2022)** [thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines](https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines) [YAML CONTENT] [COMMUNITY-TOOL] β€” Detailed evaluation of configuring dynamic and conditional variable expressions within Azure DevOps YAML pipelines. By utilizing built-in pipeline expressions, developers can adjust variable values based on source branch, trigger conditions, or build parameters. This capability promotes DRY (Don't Repeat Yourself) practices and allows high levels of pipeline reuse across different environments. - **(2022)** [thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo from Azure DevOps Pipelines](https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines) [YAML CONTENT] [COMMUNITY-TOOL] β€” Step-by-step automation guide showing how to programmatically publish comments back to Azure DevOps pull requests directly from active CI pipelines. Using the Azure DevOps REST API or CLI within pipeline stages, teams can auto-post code quality summaries, terraform plans, or security scanner findings. This approach shortens the feedback loop for developers and streamlines team review processes. @@ -2014,6 +2186,9 @@ ### Identity and Access (3) +#### 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. #### OIDC Integration - **(2023)** [techcommunity.microsoft.com: Introduction to Azure DevOps Workload identity federation (OIDC) with Terraform](https://login.microsoftonline.com/common/oauth2/v2.0/authorize?client_id=09213cdc-9f30-4e82-aa6f-9b6e8d82dab3&redirect_uri=https%3A%2F%2Ftechcommunity.microsoft.com%2Ft5%2Fs%2Fauth%2Foauth2callback%2Fproviderid%2Fdefault&response_type=code&state=t32RGeYIHrLX7VZiIP5Idsc47642cGWeSnDaow_6xtt0AVO-pN2q_aKbw0Dw-5VfiAvlYRC6AjPqIjJ7tTD1oClJ2fvT9BIa-6OwFcbLVaGkbYkIAE0gmCezmGXRDrJwzJR9YyiSjnMURsQeirF4CS5A4QI2afRW2Y563huvTZiWPqnMHS5Lx_G1x1stZSViKRMJRdvOE0G-tlOGg5nQw1Q4Ie55Bqkrtp6BguyPyVA&scope=User.Read+openid+email+profile+offline_access&referer=https%3A%2F%2Ftechcommunity.microsoft.com%2Fblog%2F-%2Fintroduction-to-azure-devops-workload-identity-federation-oidc%2F3908687) [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” Technical guide on configuring Azure DevOps Workload Identity Federation with Terraform. Explains using OIDC to exchange short-lived federated credentials, eliminating the need to store long-lived cloud secret keys inside pipeline variables. @@ -2022,6 +2197,13 @@ #### Azure Firewall - **(2024)** [==github.com/nicolgit/azure-firewall-mon: az-firewall-mon==](https://github.com/nicolgit/azure-firewall-mon) ⭐ 91 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Real-time log viewer utility for Azure Firewall. Parses JSON diagnostic streams directly from Log Analytics, providing colorized output detailing connection actions (allow/deny) on live terminals. +### Secrets Management + +#### Cloud Integrations + +##### Azure (2) + + - **(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. ### Threat Hunting #### Active Directory (1) @@ -2135,5 +2317,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [AWS Storage](./aws-storage.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/caching.md b/v2-docs/caching.md index e023c96f..000fa67d 100644 --- a/v2-docs/caching.md +++ b/v2-docs/caching.md @@ -64,15 +64,15 @@ #### General Reference - - [nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems](https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems in the Kubernetes Tools ecosystem. - - [DZone refcard: Java Caching](https://dzone.com/refcardz/java-caching) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone refcard: Java Caching in the Kubernetes Tools ecosystem. + - [kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud**](https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud** in the Kubernetes Tools ecosystem. - [Wikipedia: Web cache](https://en.wikipedia.org/wiki/Web_cache) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: Web cache in the Kubernetes Tools ecosystem. - [Wikipedia: Dynamic site acceleration](https://en.wikipedia.org/wiki/Dynamic_site_acceleration) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: Dynamic site acceleration in the Kubernetes Tools ecosystem. + - [nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems](https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems in the Kubernetes Tools ecosystem. - [Dzone: An Introduction to Caching: How and Why We Do It 🌟](https://dzone.com/articles/introducing-amp-assimilating-caching-quick-read-fo) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: An Introduction to Caching: How and Why We Do It 🌟 in the Kubernetes Tools ecosystem. - [medium: Caching β€” System Design Concept 🌟](https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Caching β€” System Design Concept 🌟 in the Kubernetes Tools ecosystem. - [medium: Microservices Distributed Caching](https://medium.com/design-microservices-architecture-with-patterns/microservices-distributed-caching-76828817e41b) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Microservices Distributed Caching in the Kubernetes Tools ecosystem. - - [kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud**](https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud** in the Kubernetes Tools ecosystem. - [medium.com/rtkal: Distributed Cache Design](https://medium.com/rtkal/distributed-cache-design-348cbe334df1) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/rtkal: Distributed Cache Design in the Kubernetes Tools ecosystem. + - [DZone refcard: Java Caching](https://dzone.com/refcardz/java-caching) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone refcard: Java Caching in the Kubernetes Tools ecosystem. - [Dzone: Getting Started with Infinispan](https://dzone.com/refcardz/getting-started-infinispan) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Getting Started with Infinispan in the Kubernetes Tools ecosystem. - [Red Hat Data Grid Overview](https://developers.redhat.com/products/datagrid/overview) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Red Hat Data Grid Overview in the Kubernetes Tools ecosystem. - [Wikipedia: CDN Content Delivery Network](https://en.wikipedia.org/wiki/Content_delivery_network) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: CDN Content Delivery Network in the Kubernetes Tools ecosystem. @@ -191,6 +191,7 @@ - **(2014)** [slideshare: How To Set Up SQL Load Balancing with HAProxy](https://www.slideshare.net/Severalnines/severalnines-ha-proxyjul20143) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A step-by-step instructional slide deck detailing the setup of robust database proxies. It explores load balancing techniques, health verification agents, and transaction limits for active SQL backends. #### 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. - **(2015)** [slideshare: Haproxy web performance](https://www.slideshare.net/haproxytech/haproxy-web-performance-55536394) [COMMUNITY-TOOL] β€” Technical presentation slides focusing on HAProxy optimizations. It targets key configurations for decreasing response latency, including Keep-Alive tuning, memory buffers, and HTTP protocol compression. - **(2015)** [slideshare: Haproxy best practice](https://www.slideshare.net/haproxytech/haproxy-best-practice) [COMMUNITY-TOOL] β€” A collection of engineering best practices for building highly available HAProxy configurations. It covers multi-tenant rate limiting, connection pooling limits, SSL offloading patterns, and syslog configurations. ### Security @@ -207,5 +208,5 @@ - **(2021)** [varnish-cache.org: Installation on RedHat](https://vinyl-cache.org/docs/trunk/installation/index.html) [C CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Deployment documentation detailing how to install and configure Varnish Cache on RedHat Enterprise Linux. Focuses on setting up Varnish as an edge reverse-proxy caching layer to handle high-concurrency HTTP/S read operations in web services. --- -πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Web Servers](./web-servers.md) | [Kubernetes Networking](./kubernetes-networking.md) diff --git a/v2-docs/chaos-engineering.md b/v2-docs/chaos-engineering.md index 7c4112ad..7501f647 100644 --- a/v2-docs/chaos-engineering.md +++ b/v2-docs/chaos-engineering.md @@ -54,6 +54,7 @@ #### Cloud Architecture - **(2021)** [aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering](https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An enterprise guide from AWS demonstrating resilience validation of distributed workloads using chaos principles. Maps failure injection patterns to the AWS Well-Architected Framework, emphasizing targeted, automated disruption sequences that verify high-availability topologies and recovery mechanisms. + - **(2021)** [Chaos engineering on Amazon EKS using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A technical walkthrough demonstrating how to orchestrate chaos experiments on Amazon EKS using AWS Fault Injection Simulator (FIS). Highlights configuring managed cluster actions to trigger node terminations, API failures, and container termination within isolated namespaces. - **(2021)** [aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS](https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides an architectural blueprint for integrating LitmusChaos with Amazon EKS. Walks through installing custom resources, setting up experiment workflows for container and node disruptions, and verifying application resilience with AWS native CloudWatch metrics. - **(2021)** [Azure Chaos Studio](https://azure.microsoft.com/en-us/products/chaos-studio) [COMMUNITY-TOOL] β€” Provides an overview of Azure Chaos Studio, Microsoft's managed chaos orchestration platform. Explains how to configure fault injection pipelines against virtual machines, AKS clusters, and key-value stores directly inside the Azure portal. - **(2021)** [aws.amazon.com: Automating and Scaling Chaos Engineering using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Details structural blueprints for scaling and automating chaos engineering across multiple accounts using AWS FIS. Illustrates how to integrate fault tests with CI/CD systems and automated event alarms to prevent unintended outages. @@ -106,5 +107,5 @@ - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md) diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index 4ea829f8..cb388aa3 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -8,6 +8,9 @@ ## Table of Contents +1. [AI and Platform Engineering](#ai-and-platform-engineering) + - [AI Assistants](#ai-assistants) + - [Developer Productivity](#developer-productivity) 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) @@ -16,13 +19,16 @@ - [Large Language Models](#large-language-models) 1. [Artificial Intelligence and LLMs](#artificial-intelligence-and-llms) - [Prompt Engineering](#prompt-engineering) - - [Developer Productivity](#developer-productivity) + - [Developer Productivity](#developer-productivity-1) 1. [Cloud Native Infrastructure](#cloud-native-infrastructure) - [Infrastructure as Code](#infrastructure-as-code) - [AI Conversational Assistants](#ai-conversational-assistants) - [Kubernetes Operations](#kubernetes-operations) - [AIOps Diagnostics](#aiops-diagnostics) - [Declarative Manifests](#declarative-manifests) +1. [Cloud Native Operations](#cloud-native-operations) + - [AI-Powered Operations AIOps](#ai-powered-operations-aiops) + - [Kubernetes Troubleshooting](#kubernetes-troubleshooting) 1. [Data Analysis](#data-analysis) - [Spreadsheet Automation](#spreadsheet-automation) - [AI Integration](#ai-integration) @@ -33,21 +39,40 @@ - [Artificial Intelligence](#artificial-intelligence-1) - [HR Operations](#hr-operations) - [Workplace Automation](#workplace-automation) -1. [Market Analysis](#market-analysis) +1. [Infrastructure](#infrastructure) - [Artificial Intelligence](#artificial-intelligence-2) + - [Hardware Acceleration](#hardware-acceleration) +1. [Infrastructure as Code](#infrastructure-as-code-1) + - [Ansible](#ansible) + - [Releases](#releases) +1. [Market Analysis](#market-analysis) + - [Artificial Intelligence](#artificial-intelligence-3) - [Industry Dynamics](#industry-dynamics) 1. [Software Engineering](#software-engineering) + - [AI-Assisted Development](#ai-assisted-development) + - [LLM Prompting](#llm-prompting) - [AI-Assisted Operations](#ai-assisted-operations) - [Code Generation Quality](#code-generation-quality) + - [Python](#python) + - [Computer Science Foundations](#computer-science-foundations) +1. [Specialized AI Applications](#specialized-ai-applications) + - [Healthcare Systems](#healthcare-systems) + - [Voice Assistants](#voice-assistants) +## 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 #### General Reference - - [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. - [medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift](https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-openshift-15051bc95535) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift in the Kubernetes Tools ecosystem. - [betterprogramming.pub: ChatGPT and Software Architecture](https://betterprogramming.pub/chatgpt-and-software-architecture-308b6e0cc25a) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: ChatGPT and Software Architecture in the Kubernetes Tools ecosystem. - [abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer's' assistant](https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer's' assistant in the Kubernetes Tools ecosystem. @@ -55,6 +80,8 @@ - [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral in the Kubernetes Tools ecosystem. - [christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve' your Microsft Excel skills?](https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-your-microsft-excel-skills-41817b6465df) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve' your Microsft Excel skills? in the Kubernetes Tools ecosystem. - [TableauGPT β€” The Ultimate Guide on how to utilize its full potential in Finance](https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering TableauGPT β€” The Ultimate Guide on how to utilize its full potential in Finance 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. ## Artificial Intelligence ### Deep Learning @@ -66,7 +93,7 @@ ### 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). ## Cloud Native Infrastructure @@ -85,6 +112,13 @@ #### 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 @@ -109,20 +143,51 @@ #### 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] -## Market Analysis +## 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) + #### 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. +### Python + +#### Computer Science Foundations + + - **(2024)** [Think Python](https://allendowney.github.io/ThinkPython) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” An industry-standard manual detailing computer science foundations using Python. Progresses through data structures, algorithms, functional routines, and object-oriented modeling with highly verified, elegant coding conventions. +## 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:** [AI](./ai.md) | [AI Agents MCP](./ai-agents-mcp.md) | [MLOps](./mlops.md) diff --git a/v2-docs/cheatsheets.md b/v2-docs/cheatsheets.md index 07cf9d83..fccfa58d 100644 --- a/v2-docs/cheatsheets.md +++ b/v2-docs/cheatsheets.md @@ -16,12 +16,13 @@ - [Data Pipelines](#data-pipelines) - [Apache Kafka](#apache-kafka) - [Change Data Capture](#change-data-capture) + - [Kubernetes Operators](#kubernetes-operators) + - [Java Quarkus](#java-quarkus) 1. [Automation](#automation) - [Configuration Management](#configuration-management) - [Ansible Reference](#ansible-reference) 1. [Cloud Providers](#cloud-providers) - [AWS](#aws) - - [Security and IAM](#security-and-iam) - [Storage](#storage) - [GCP](#gcp) - [Architecture Reference](#architecture-reference) @@ -39,6 +40,7 @@ - [Cheat Sheets](#cheat-sheets-1) - [Machine Learning](#machine-learning) - [Glossary](#glossary-1) + - [Python Labs](#python-labs) - [Notebook Environments](#notebook-environments) - [JupyterLab](#jupyterlab) 1. [Databases and Storage](#databases-and-storage) @@ -106,7 +108,7 @@ - [Log Management](#log-management) - [Troubleshooting](#troubleshooting) - [Messaging Systems](#messaging-systems) - - [Kubernetes Operators](#kubernetes-operators) + - [Kubernetes Operators](#kubernetes-operators-1) - [Networking](#networking) - [Secure Shell](#secure-shell) - [Operating Systems](#operating-systems) @@ -233,6 +235,11 @@ #### Change Data Capture - **(2026)** [developers.redhat.com: Debezium on OpenShift Cheat Sheet](https://developers.redhat.com/cheat-sheets/debezium-openshift-cheat-sheet) [SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An integration cheat sheet for configuring Debezium CDC within OpenShift pipelines. Curator Insight underscores real-time event streaming advantages. Live Grounding verifies Debezium's critical role in decoupling microservice databases without code changes. +### Kubernetes Operators + +#### Java Quarkus + + - **(2026)** [developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus - **Cheat Sheet** 🌟](https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An advanced developer reference for implementing custom Kubernetes Operators in Java using Quarkus. Curator Insight highlights Quarkus' small memory footprint. Live Grounding shows a significant surge in Java Operator SDK adoption for enterprise platforms. ## Automation ### Configuration Management @@ -244,9 +251,6 @@ ### 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. @@ -289,6 +293,9 @@ #### 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. +#### Python Labs + + - **(2023)** [==github.com/ekramasif: Basic Machine Learning - Python Cheatsheet==](https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb) ⭐ 80 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An interactive Jupyter Notebook consolidating standard machine learning algorithms in Python. Details array configurations, basic Scikit-Learn validation tests, and pandas pipeline configurations. ### Notebook Environments #### JupyterLab @@ -524,7 +531,7 @@ - **(2023)** [developers.redhat.com: Advanced Linux commands cheat sheet for developers](https://developers.redhat.com/cheat-sheets/advanced-linux-commands) [BASH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An intensive guide addressing advanced Linux system diagnostic and telemetry commands (e.g., lsof, strace, ss, ip). It equips systems engineers to quickly troubleshoot process bottlenecks, kernel states, and network connections. ### Messaging Systems -#### Kubernetes Operators +#### Kubernetes Operators (1) - **(2023)** [blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers](https://blog.jromanmartin.io/cheat-sheets) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” An architecture-focused blog explaining how to coordinate Apache ActiveMQ, Kafka, Strimzi operators, and CodeReady Containers in Kubernetes environments. It provides real-world patterns for building resilient, event-driven microservices. ### Networking @@ -571,7 +578,7 @@ - [tutorialsdojo.com: AWS Cheat Sheets 🌟](https://tutorialsdojo.com/aws-cheat-sheets) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering tutorialsdojo.com in the Kubernetes Tools ecosystem. - [mastertheboss.com: OpenShift Cheat Sheet](https://www.mastertheboss.com/soa-cloud/openshift/openshift-cheatsheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.mastertheboss.com in the Kubernetes Tools ecosystem. - - [dzone refcard: Getting Started With OpenShift 🌟](https://dzone.com/refcardz/getting-started-with-openshift) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone refcard: Getting Started With OpenShift 🌟 in the Kubernetes Tools ecosystem. + - [simplecheatsheet.com/tag/golang-cheat-sheet](https://simplecheatsheet.com/tag/golang-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering simplecheatsheet.com/tag/golang-cheat-sheet in the Kubernetes Tools ecosystem. - [Red Hat Developer cheat sheets 🌟](https://developers.redhat.com/cheatsheets) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Red Hat Developer cheat sheets 🌟 in the Kubernetes Tools ecosystem. - [medium: The DevOps Cheat Sheet](https://medium.com/dataseries/the-devops-cheat-sheet-3177d6cf361c) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: The DevOps Cheat Sheet in the Kubernetes Tools ecosystem. - [developers.redhat.com: Intermediate Linux Cheat Sheet](https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Intermediate Linux Cheat Sheet in the Kubernetes Tools ecosystem. @@ -611,6 +618,7 @@ - [cyberciti.biz: Linux ip Command Examples](https://www.cyberciti.biz/faq/linux-ip-command-examples-usage-syntax) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cyberciti.biz: Linux ip Command Examples in the Kubernetes Tools ecosystem. - [ssh cheat sheet](https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ssh cheat sheet in the Kubernetes Tools ecosystem. - [openshift.tips](https://openshift.tips) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering openshift.tips in the Kubernetes Tools ecosystem. + - [dzone refcard: Getting Started With OpenShift 🌟](https://dzone.com/refcardz/getting-started-with-openshift) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone refcard: Getting Started With OpenShift 🌟 in the Kubernetes Tools ecosystem. - [faun.pub: Helm Command Cheat Sheet | By M. Sharma](https://faun.pub/helm-command-cheat-sheet-by-m-sharma-488706ecf131) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: Helm Command Cheat Sheet | By M. Sharma in the Kubernetes Tools ecosystem. - [jrebel.com/blog/maven-cheat-sheet](https://www.jrebel.com/blog/maven-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering jrebel.com/blog/maven-cheat-sheet in the Kubernetes Tools ecosystem. - [medium 1](https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium 1 in the Kubernetes Tools ecosystem. @@ -624,7 +632,6 @@ - [levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,' and Authentication β€” Part 1/2](https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and-authentication-part-1-2-650009c03686) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,' and Authentication β€” Part 1/2 in the Kubernetes Tools ecosystem. - [sqltutorial.org: SQL Cheat Sheet](https://www.sqltutorial.org/sql-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering sqltutorial.org: SQL Cheat Sheet in the Kubernetes Tools ecosystem. - [python.plainenglish.io: The Ultimate Python Cheat Sheet | Muhammad Umair](https://python.plainenglish.io/ultimate-python-cheat-sheet-f2930e08669c) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering python.plainenglish.io: The Ultimate Python Cheat Sheet | Muhammad Umair in the Kubernetes Tools ecosystem. - - [simplecheatsheet.com/tag/golang-cheat-sheet](https://simplecheatsheet.com/tag/golang-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering simplecheatsheet.com/tag/golang-cheat-sheet in the Kubernetes Tools ecosystem. - [dzone: Scrum refcard](https://dzone.com/refcardz/scrum) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Scrum refcard in the Kubernetes Tools ecosystem. ## Networking (1) @@ -651,7 +658,6 @@ ??? 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 | 🌟🌟🌟🌟 | | [mirantis.com: Kubernetes Cheat Sheet 🌟](https://www.mirantis.com/blog/kubernetes-cheat-sheet) | | CLI Management | HTML | 🌟🌟🌟 | | [dockerlabs.collabnix.com: Cheatsheet - Kubectl 🌟](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) | | CLI Management | HTML | 🌟🌟🌟 | @@ -662,7 +668,6 @@ | [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 | 🌟🌟🌟 | - - **(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)** [mirantis.com: Kubernetes Cheat Sheet 🌟](https://www.mirantis.com/blog/kubernetes-cheat-sheet) [HTML CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A consolidated quick-reference handbook by Mirantis. Emphasizes safe deletion practices, container inspection mechanics, and context manipulation protocols inside high-concurrency staging environments. - **(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. @@ -794,6 +799,7 @@ #### Markdown - **(2026)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) ⭐ 60214 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” One of the most starred and utilized Markdown references on GitHub. Curator Insight emphasizes its extreme offline utility. Live Grounding validates its legacy status as the primary standard for formatting across modern source code platforms. + - **(2026)** [markdownguide.org](https://www.markdownguide.org) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” The definitive platform-neutral guide to standard and extended Markdown syntax. Curator Insight praises its simplicity. Live Grounding proves its continued necessity as the absolute standard for project readme documentation. - **(2026)** [freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples](https://www.freecodecamp.org/news/markdown-cheat-sheet) [MARKDOWN CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An educational guide explaining Markdown basics with real-world examples. Curator Insight values its utility for technical writers. Live Grounding shows its broad usage in software engineering bootcamps and initial developer onboardings. ### Performance Testing (1) @@ -836,7 +842,6 @@ - **(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 @@ -927,5 +932,5 @@ - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/chef.md b/v2-docs/chef.md index 6e5ba91c..338693d1 100644 --- a/v2-docs/chef.md +++ b/v2-docs/chef.md @@ -25,5 +25,5 @@ - **(2024)** [learn.chef.io](https://www.chef.io/training/tutorials) [RUBY CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” The official learning platform for Chef. Features deep-dive, code-driven tutorials explaining how to programmatically manage enterprise nodes and infrastructure configurations across hybrid cloud environments. --- -πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md) +πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Crossplane](./crossplane.md) diff --git a/v2-docs/cicd-kubernetes-plugins.md b/v2-docs/cicd-kubernetes-plugins.md index f3066c80..0d8eacf7 100644 --- a/v2-docs/cicd-kubernetes-plugins.md +++ b/v2-docs/cicd-kubernetes-plugins.md @@ -11,6 +11,10 @@ 1. [CICD](#cicd) - [GitOps](#gitops) - [GitLab Integration](#gitlab-integration) + - [OpenShift](#openshift) + - [CLI Tools](#cli-tools) + - [Pipelines](#pipelines) + - [Synchronization](#synchronization) 1. [Software Engineering](#software-engineering) - [Collaborative Platforms](#collaborative-platforms) - [Kubernetes Integration](#kubernetes-integration) @@ -22,6 +26,17 @@ #### 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 + +#### 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. ## Software Engineering ### Collaborative Platforms @@ -31,5 +46,5 @@ - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) diff --git a/v2-docs/cicd.md b/v2-docs/cicd.md index 204742f7..24beb5e8 100644 --- a/v2-docs/cicd.md +++ b/v2-docs/cicd.md @@ -11,6 +11,9 @@ 1. [AI and Platform Engineering](#ai-and-platform-engineering) - [Documentation](#documentation) - [Developer Productivity](#developer-productivity) +1. [AI Engineering](#ai-engineering) + - [Agentic Frameworks](#agentic-frameworks) + - [Developer Experience](#developer-experience) 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) @@ -37,6 +40,10 @@ - [Best Practices](#best-practices) - [CI-CD Pipelines](#ci-cd-pipelines-2) - [Cloud Native](#cloud-native-1) +1. [Cloud Native](#cloud-native-2) + - [Application Delivery](#application-delivery) + - [Package Management](#package-management) + - [Introductory](#introductory) 1. [Continuous Delivery](#continuous-delivery-1) - [CICD and Testing](#cicd-and-testing) - [Pipeline as Code](#pipeline-as-code) @@ -50,7 +57,9 @@ - [AWS Architecture](#aws-architecture) - [Artifact Registry](#artifact-registry) - [Developer Productivity](#developer-productivity-1) + - [Enterprise Tooling](#enterprise-tooling) - [Industry Reports](#industry-reports) + - [Jenkins](#jenkins) - [Kubernetes Native](#kubernetes-native) - [Pipeline Architecture](#pipeline-architecture) - [Resource Portals](#resource-portals) @@ -76,8 +85,7 @@ - [Troubleshooting](#troubleshooting) - [CI-CD Platforms](#ci-cd-platforms) - [Evaluation](#evaluation) - - [CICD](#cicd) - - [Kubernetes Orchestration](#kubernetes-orchestration) + - [Tooling](#tooling) - [Continuous Delivery](#continuous-delivery-2) - [Patterns](#patterns) - [Continuous Integration](#continuous-integration) @@ -91,9 +99,18 @@ 1. [DevOps and CICD](#devops-and-cicd) - [CICD Automation](#cicd-automation) - [Terraform Release Management](#terraform-release-management) +1. [Developer Experience](#developer-experience-1) + - [AI-Assisted Coding](#ai-assisted-coding) + - [Claude Code](#claude-code) +1. [FinOps and Cloud Cost](#finops-and-cloud-cost) + - [IaC FinOps](#iac-finops) + - [Terraform Integration](#terraform-integration) +1. [Industry Analysis](#industry-analysis) + - [DevOps Trends](#devops-trends) +1. [Infrastructure](#infrastructure) + - [Kubernetes Distributions](#kubernetes-distributions) + - [Enterprise Distributions](#enterprise-distributions) 1. [Infrastructure as Code](#infrastructure-as-code-1) - - [AI Integration](#ai-integration-1) - - [Copilot for Azure](#copilot-for-azure) - [CICD and Delivery](#cicd-and-delivery-1) - [Security and Compliance](#security-and-compliance) - [GitOps](#gitops-2) @@ -106,9 +123,11 @@ - [Foundational Reading](#foundational-reading) - [Introduction](#introduction) 1. [Platform Engineering](#platform-engineering-1) - - [Developer Experience](#developer-experience) + - [Developer Experience](#developer-experience-2) - [Continuous Delivery](#continuous-delivery-3) 1. [Software Engineering](#software-engineering) + - [AI Tools](#ai-tools) + - [Developer Productivity](#developer-productivity-2) - [AI-Assisted Development](#ai-assisted-development) - [GitHub Copilot](#github-copilot) - [Code Review](#code-review) @@ -125,15 +144,22 @@ #### Developer Productivity - **(2024)** [GitBook Webinar: GitBook for Public Docs](https://www.youtube.com/watch?si=dWSDPD4eXvF3dx5r&v=gnYU0jtQbug&feature=youtu.be) [COMMUNITY-TOOL] β€” Webinar presentation highlighting standard configurations for establishing clear, highly readable public documentation using GitBook, emphasizing real-time integrations and Markdown-based code setups. +## AI Engineering + +### Agentic Frameworks + +#### Developer Experience + + - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Kiro is a testing and engineering framework designed to bring traditional software disciplineβ€”such as regression testing, linting, and sandbox executingβ€”to LLM agents and multi-agent workflows. It establishes strict validation steps to ensure agent behaviors remain deterministic, secure, and aligned with standard corporate software engineering guidelines. ## Architectural Foundations ### Kubernetes Tools #### General Reference - - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - - [Automating Kubernetes Deployments with Helm Charts](https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Kubernetes Deployments with Helm Charts in the Kubernetes Tools ecosystem. - [Wikipedia.org: DevOps](https://en.wikipedia.org/wiki/DevOps) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: DevOps 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. + - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - [Wikipedia.org: Continuous Integration](https://en.wikipedia.org/wiki/Continuous_integration) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: Continuous Integration in the Kubernetes Tools ecosystem. - [Wikipedia.org: Continuous Delivery](https://en.wikipedia.org/wiki/Continuous_delivery) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: Continuous Delivery in the Kubernetes Tools ecosystem. - [DZone: Continuous Integration: Servers and Tools](https://dzone.com/refcardz/continuous-integration-servers) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: Continuous Integration: Servers and Tools in the Kubernetes Tools ecosystem. @@ -157,13 +183,13 @@ - [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. - [hart-michael.medium.com: Why You Need Continuous Deployment](https://hart-michael.medium.com/why-you-need-continuous-deployment-93d7b5936523) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hart-michael.medium.com: Why You Need Continuous Deployment in the Kubernetes Tools ecosystem. + - [Automating Kubernetes Deployments with Helm Charts](https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Kubernetes Deployments with Helm Charts 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. - [betanews.com: Overcoming observability challenges in the CI/CD Pipeline](https://betanews.com/2022/01/26/overcoming-observability-challenges) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==betanews.com: Overcoming observability challenges in the CI/CD Pipeline== in the Kubernetes Tools ecosystem. - [medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,' AppGateway or TrafficManager β€” part 2](https://medium.com/@denniszielke/continuous-kubernetes-blue-green-deployments-on-azure-using-nginx-appgateway-or-trafficmanager-4490bce29cb) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,' AppGateway or TrafficManager β€” part 2 in the Kubernetes Tools ecosystem. - [gitconnected.com: Blue-Green with Canary Deployment β€” A Novel approach](https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-approach-2cee77ff564d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering gitconnected.com: Blue-Green with Canary Deployment β€” A Novel approach in the Kubernetes Tools ecosystem. - [cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More' 🌟](https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green-canary-and-more) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More' 🌟 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. - [mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases](https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases in the Kubernetes Tools ecosystem. - [Terraform Enterprise 2.0](https://t.co/UmacHpStqI) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform Enterprise 2.0 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. @@ -225,6 +251,15 @@ #### Cloud Native (1) - **(2023)** [groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟](https://www.groundcover.com/blog/ci-cd-kubernetes) [ADVANCED LEVEL] 🌟 [COMMUNITY-TOOL] β€” Examines the shift to Kubernetes-native continuous delivery models. Compares Tekton and declarative GitOps runtimes like Argo CD and Flux to highlight the safety benefits of in-cluster loops. +## Cloud Native (2) + +### 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 Delivery (1) ### CICD and Testing @@ -258,9 +293,16 @@ #### 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 + + - **(2025)** [PMEase QuickBuild](https://www.pmease.com) [JAVA CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A powerful commercial build and configuration management tool geared towards large enterprises. Combines high-capacity agents, visual dependency chains, and precise audit trails for legacy and cloud-native workloads. #### Industry Reports + - **(2024)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines) [CASE STUDY] [COMMUNITY-TOOL] β€” An industry analyst review of enterprise CI/CD solutions. Highlights the positioning of systems like JFrog Pipelines on parameters including multi-cloud portability, automated governance, secure distribution, and hybrid scalability. - **(2021)** [cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know in 2021](https://www.cloudbees.com/blog/cicd-tools-to-know-2021) [COMMUNITY-TOOL] β€” Historical retrospective outlining the landscape of CI/CD systems in 2021. Offers context on how delivery tools have transitioned from central-server models to modern cloud-native, GitOps-driven architectures. +#### 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. #### Kubernetes Native - **(2024)** [harness.io: Kubernetes CI/CD Best Practices](https://www.harness.io/blog/kubernetes-ci-cd-best-practices) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A professional guide detailing best practices for Kubernetes-native CI/CD. Emphasizes image tag immutability, secure namespace configuration, automated GitOps pull routines, secrets orchestration, and strict readiness validations. @@ -277,6 +319,7 @@ #### Blue-Green and Canary (1) + - **(2024)** [semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” Technical tutorial illustrating native implementation of blue-green deployments on Kubernetes. Demonstrates how to manipulate service selectors, manage ingress controllers, and swap traffic dynamically with zero application downtime. - **(2023)** [blog.container-solutions.com: Deployment Strategies 🌟](https://blog.container-solutions.com/deployment-strategies) [COMMUNITY-TOOL] β€” In-depth guide comparing core deployment topologies: recreate, rolling update, blue/green, canary, and shadow. Focuses on the trade-offs of budget, state management, infrastructure replication overhead, and traffic routing mechanisms. - **(2023)** [opsmx.com: What is Blue Green Deployment ?](https://www.opsmx.com/blog/blue-green-deployment) [COMMUNITY-TOOL] β€” An introductory primer defining the operational mechanics of blue-green architectures. Focuses on setting up mirrored hosting environments, routing configurations, and robust database rollback plans. #### Education @@ -292,6 +335,7 @@ #### 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. + - **(2025)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) [GO CONTENT] [COMMUNITY-TOOL] β€” A developer-centric, lightweight PaaS layer running directly on top of Kubernetes. Canine simplifies native container deployments and configurations, reducing cognitive load and shortening inner-loop development iterations. ### Progressive Delivery #### Feature Flags @@ -344,11 +388,9 @@ #### Evaluation - **(2022)** [harness.io: What is a CI/CD Platform and why should I care? 🌟](https://www.harness.io/blog/what-is-cicd-platform-why-should-i-care) 🌟 [LEGACY] β€” Contrasts custom-built scripts and legacy tooling loops with integrated, enterprise-class CI/CD platforms. Focuses on compliance enforcement, deployment governance, and engineering self-service capabilities. -### CICD +#### Tooling -#### 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. + - **(2021)** [devops.com: 7 Popular Open Source CI/CD Tools](https://devops.com/7-popular-open-source-ci-cd-tools) [COMMUNITY-TOOL] β€” Compares seven dominant open-source CI/CD frameworks, assessing execution speed, plugin ecosystems, maintenance overhead, and architectural fitness for hybrid and Kubernetes configurations. ### Continuous Delivery (2) #### Patterns @@ -381,13 +423,34 @@ #### Terraform Release Management - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) ⭐ 223 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An automated GitHub Action that manages release tagging, semantic version tracking, and registration publication processes for Terraform modules. Mitigates distribution overhead by auto-generating changelogs and managing tags. +## Developer Experience (1) + +### AI-Assisted Coding + +#### Claude Code + + - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An official hands-on tutorial and demonstration course by Anthropic showing the real-world utility of Claude Code. It covers basic terminal setups, interactive file refactoring, automated git commit orchestration, and contextual testing loops. Highly valuable for teams integrating terminal-based AI agents directly into daily engineering pipelines. +## FinOps and Cloud Cost + +### IaC FinOps + +#### Terraform Integration + + - **(2024)** [==InfraCost + Terraform PRs: Making Cost Awareness Effortless==](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Demonstrates how to integrate Infracost into GitHub Pull Requests to inspect infrastructure cost differences before deployment. Evaluates how shift-left practices can prevent unexpected spend increases by highlighting charges directly in developer workflows. +## Industry Analysis + +### DevOps Trends + + - **(2021)** [sdtimes.com: CI/CD pipelines are expanding 🌟](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding) [COMMUNITY-TOOL] β€” A comprehensive industry report analyzing the evolution of modern CI/CD pipelines as they swallow up operations, security compliance (DevSecOps), and AI/ML model integration (MLOps). It traces how simple deployment automation has evolved into highly integrated, complex policy engines that run across distributed clouds. +## Infrastructure + +### Kubernetes Distributions + +#### Enterprise Distributions + + - **(2023)** [weave.works: Weave Kubernetes Platform](https://www.weave.works) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The enterprise Kubernetes distribution offering from Weaveworks (WKP) built heavily around declarative GitOps concepts and Cluster API. Following Weaveworks' operational cessation in early 2024, WKP is no longer commercially active, but its patterns directly influenced modern multi-cluster management strategies. ## 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 and Delivery (1) #### Security and Compliance @@ -418,13 +481,18 @@ - **(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 (1) -### Developer Experience +### Developer Experience (2) #### Continuous Delivery (3) - **(2023)** [thenewstack.io: Improve Dev Experience to Maximize the Business Value of CD](https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd) [COMMUNITY-TOOL] β€” Explores developer experience (DevEx) as an accelerator for continuous deployment initiatives. Details how centralized developer portals and self-service pipeline catalogs eliminate delivery friction. ## Software Engineering +### AI Tools + +#### Developer Productivity (2) + + - **(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 #### GitHub Copilot @@ -447,5 +515,5 @@ - **(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](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) diff --git a/v2-docs/cloud-arch-diagrams.md b/v2-docs/cloud-arch-diagrams.md index 6544fc3a..78c00814 100644 --- a/v2-docs/cloud-arch-diagrams.md +++ b/v2-docs/cloud-arch-diagrams.md @@ -8,6 +8,9 @@ ## Table of Contents +1. [Architecture](#architecture) + - [Web Applications](#web-applications) + - [Enterprise Patterns](#enterprise-patterns) 1. [Architecture and Design](#architecture-and-design) - [Diagrams-as-Code](#diagrams-as-code) - [Guide](#guide) @@ -33,17 +36,24 @@ - [AWS](#aws-1) - [Azure](#azure) - [GCP](#gcp) + - [Kubernetes](#kubernetes) - [Security](#security-1) - [Diagrams as Code](#diagrams-as-code) - [AWS CloudFormation](#aws-cloudformation) - [Airflow](#airflow) - [Python](#python) + - [Guides](#guides) + - [AWS](#aws-2) - [Interactive Diagramming](#interactive-diagramming) + - [AI Integration](#ai-integration) - [Enterprise](#enterprise) - [Innovative](#innovative) - [Web](#web) - [Kubernetes Visualizer](#kubernetes-visualizer) - [Go](#go) +1. [Cloud Governance](#cloud-governance) + - [Enterprise Architecture](#enterprise-architecture) + - [Landing Zones](#landing-zones) 1. [Cloud Infrastructure](#cloud-infrastructure) - [Azure Networking](#azure-networking) - [Global Infrastructure](#global-infrastructure) @@ -51,18 +61,28 @@ 1. [Cloud Platforms](#cloud-platforms) - [AWS Integration](#aws-integration) - [Visualization](#visualization-1) +1. [Container Orchestration](#container-orchestration) + - [Azure Kubernetes Service](#azure-kubernetes-service) + - [Well-Architected Framework](#well-architected-framework) 1. [Infrastructure](#infrastructure) - [Visualizations](#visualizations) - [Cloud Discovery](#cloud-discovery-1) - [GCP Diagramming](#gcp-diagramming) 1. [Infrastructure as Code](#infrastructure-as-code) - - [Architecture](#architecture) + - [Architecture](#architecture-1) - [Diagrams](#diagrams) - [Verification and AI](#verification-and-ai) - [Copilot Verification](#copilot-verification) 1. [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) +## Architecture + +### Web Applications + +#### Enterprise Patterns + + - **(2025)** [Enterprise Web App Patterns - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Production-proven patterns and implementation pathways from the Azure Architecture Center. Establishes migration guidelines for modernizing monolithic applications into elastic web architectures. ## Architecture and Design ### Diagrams-as-Code @@ -136,6 +156,9 @@ #### GCP - **(2024)** [Google Cloud Architecture Icons](https://cloud.google.com/icons) [NONE CONTENT] [COMMUNITY-TOOL] β€” The standardized Google Cloud Platform graphical asset library and system diagram rules. Designed to assist cloud architects in drafting Google-recommended structures with consistent representations for compute, storage, data, and analytical pipelines. +#### Kubernetes + + - **(2023)** [==github.com/kubernetes: Kubernetes Icons Set==](https://github.com/kubernetes/community/tree/main/icons) ⭐ 12886 [NONE CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official CNCF-maintained Kubernetes graphic catalog containing SVGs and PNGs representing key system objects like Pods, Services, Deployments, ingress, and Custom Resources. Vital for creating highly precise architectural designs of cloud-native infrastructure. #### Security (1) - **(2021)** [aquasecurity/cloudsec-icons](https://github.com/aquasecurity/cloudsec-icons) [NONE CONTENT] 🌟 [COMMUNITY-TOOL] β€” An open-source library of dedicated cybersecurity and DevSecOps icons created by Aqua Security. Empowers application security professionals to visually document threat boundaries, firewall parameters, and container compliance elements in systems architecture graphs. @@ -151,8 +174,16 @@ - **(2020)** [==diagrams.mingrammer.com: Diagram as Code==](https://diagrams.mingrammer.com) [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An industry-standard open-source library that empowers architects to represent system architectures using pure Python code. By aligning with GitOps paradigms, diagrams are treated as software dependencies, allowing automated code-driven rendering and versioning across AWS, GCP, Azure, and Kubernetes ecosystems without manual editing tools. - **(2022)** [**github.com/awslabs/diagram-as-code 🌟**](https://github.com/awslabs/diagram-as-code) ⭐ 1519 [PYTHON CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An AWS Labs community experiment designed to showcase the power of programmatically rendering complex systems architecture. Helps engineers integrate documentation updates directly inside release workflows. +### Guides + +#### AWS (2) + + - **(2023)** [What is the best way to generate a visual diagram of the AWS environment which includes VPC, VPN, EC2, and AMIs?](https://www.pluralsight.com) [NONE CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive tutorial on Pluralsight outlining best-practice workflows for generating infrastructure diagrams. Provides structured advice on combining automated discovery with custom visual canvases. ### Interactive Diagramming +#### AI Integration + + - **(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) [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Implements the Model Context Protocol (MCP) to dynamically generate and modify Draw.io structures directly via conversational AI interfaces. Seamlessly links large language models with visual blueprint execution, allowing real-time canvas updates and automated layout formatting based on conversational technical specs. #### Enterprise - **(2025)** [Lucidchart](https://www.lucidchart.com/pages) [NONE CONTENT] [COMMUNITY-TOOL] β€” An industry-standard collaborative workspace used by enterprise organizations to build visual structures. Integrates with Lucidscale to auto-generate cloud diagrams directly from configuration payloads. @@ -168,6 +199,14 @@ #### 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 Governance + +### Enterprise Architecture + +#### Landing Zones + + - **(2026)** [Azure Landing Zone Technical Documentation](https://azure.github.io/Azure-Landing-Zones) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Central knowledge base for Azure Landing Zones (ALZ) design principles and implementations. This portal provides guidance on identity management, network topology, subscription organization, and proactive governance policies. It acts as the key blueprint for deploying scalable multi-subscription cloud platform architectures. + - **(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 ### Azure Networking @@ -185,6 +224,13 @@ #### Visualization (1) - **(2021)** [AWS Account Cloud9 Visualizer](https://github.com/wongcyrus/aws-account-cloud9-visualizer) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” A specialized developer tool tailored for deployment inside AWS Cloud9 instances. Allows engineers to quickly visualize localized cloud development patterns and inspect running sandboxes directly from the IDE. +## Container Orchestration + +### Azure Kubernetes Service + +#### Well-Architected Framework + + - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Official technical guide mapping Azure Well-Architected Framework (WAF) principles to Azure Kubernetes Service (AKS). It details architectural guidance on cluster networking, high availability, node pools, security integration, and cost management. This serves as the definitive reference for engineering enterprise-grade, highly resilient Kubernetes control and data planes on Azure. ## Infrastructure ### Visualizations @@ -197,7 +243,7 @@ - **(2021)** [cloud.google.com: Introducing a Google Cloud architecture diagramming tool](https://cloud.google.com/blog) [COMMUNITY-TOOL] β€” Introduces Google Cloud's web-based console architecture designer. Explains how engineering departments construct, validate, and export precise GCP topology maps using standardized reference modules. ## Infrastructure as Code -### Architecture +### Architecture (1) #### Diagrams @@ -217,5 +263,5 @@ - [medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon' Managed Workflows for Apache Airflow (MWAA)](https://medium.com/contino-engineering/data-pipeline-orchestration-using-amazon-managed-workflows-for-apache-airflow-mwaa-60e5b213a0a7) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon' Managed Workflows for Apache Airflow (MWAA) in the Kubernetes Tools ecosystem. --- -πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/cloud-asset-inventory.md b/v2-docs/cloud-asset-inventory.md index 93be9778..6dc853e5 100644 --- a/v2-docs/cloud-asset-inventory.md +++ b/v2-docs/cloud-asset-inventory.md @@ -11,6 +11,11 @@ 1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration) - [Asset Management and Governance](#asset-management-and-governance) - [Cloud Analytics](#cloud-analytics) + - [Public Cloud Administration](#public-cloud-administration) + - [AWS Fundamentals](#aws-fundamentals) + - [Azure Architecture](#azure-architecture) + - [Serverless Architecture](#serverless-architecture) + - [Case Studies](#case-studies) - [Storage and Databases](#storage-and-databases) - [Distributed Block Storage](#distributed-block-storage) 1. [Infrastructure as Code](#infrastructure-as-code) @@ -24,7 +29,23 @@ #### 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. +### Public Cloud Administration + +#### AWS Fundamentals + + - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Comprehensive Spanish instructional syllabus targeting the AWS Certified Cloud Practitioner domain. Details key global infrastructure components, core services (EC2, S3, RDS, VPC), billing architectures, and foundational security frameworks. +#### Azure Architecture + + - **(2025)** [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β€” Architectural migration playbook addressing transitioning legacy cloud setups to formal Microsoft Azure Landing Zones. Covers organizational tier hierarchies, network architectures, and systemic governance patterns. + - **(2025)** [Subscription Vending Implementation Guidance](https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending) [BICEP CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Automated governance framework detailing Azure Subscription Vending models. Outlines how to programmatically create subscription structures incorporating secure routing, virtual network configurations, policies, and role-based access management. +### Serverless Architecture + +#### Case Studies + + - **(2021)** [ServerlessHorrors: A Web Compiling Nightmares in the Serverless World](https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless) [N/A CONTENT] [COMMUNITY-TOOL] β€” A catalog documenting real-world runtime failures, billing anomalies, database connection exhaustion, cold start latency bottlenecks, and unexpected vendor configurations within modern serverless cloud setups. ### Storage and Databases #### Distributed Block Storage @@ -39,5 +60,5 @@ - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/cloudflare.md b/v2-docs/cloudflare.md index fcd03117..1606bb9d 100644 --- a/v2-docs/cloudflare.md +++ b/v2-docs/cloudflare.md @@ -60,5 +60,5 @@ - **(2026)** [Cloudflare workers (Serverless)](https://workers.cloudflare.com) [JAVASCRIPT/WEBASSEMBLY CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Cloudflare Workers is an advanced serverless architecture utilizing V8 engine isolates. It runs application code directly at global edge locations, yielding near-zero cold-start overhead. --- -πŸ’‘ **Explore Related:** [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) | [Networking](./networking.md) +πŸ’‘ **Explore Related:** [Web Servers](./web-servers.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md) diff --git a/v2-docs/container-managers.md b/v2-docs/container-managers.md index 70cd003b..823e2699 100644 --- a/v2-docs/container-managers.md +++ b/v2-docs/container-managers.md @@ -17,6 +17,8 @@ 1. [Container Infrastructure](#container-infrastructure) - [Advanced Runtimes](#advanced-runtimes) - [VM-in-Container](#vm-in-container) + - [CI-CD Pipelines](#ci-cd-pipelines) + - [Pipeline Security](#pipeline-security) - [Container Engines](#container-engines) - [Comparative Analysis](#comparative-analysis) - [Docker Migration](#docker-migration) @@ -130,6 +132,11 @@ #### VM-in-Container - **(2021)** [opensource.com: Run a Linux virtual machine in Podman](https://opensource.com/article/21/7/linux-podman) [SHELL CONTENT] [ADVANCED LEVEL] [LEGACY] β€” An architectural exploration of executing a nested Linux VM directly within an OCI-compliant container managed by Podman. This setup leverages nested systemd instances, enabling engineers to package legacy system-level workloads, VMs, or multi-process service layers without full VM overhead. +### CI-CD Pipelines + +#### 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. ### Container Engines #### Comparative Analysis @@ -281,6 +288,7 @@ - **(2018)** [==Libpod: Library and tool for running OCI-based containers in Pods==](https://github.com/containers/podman) ⭐ 31763 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The core engine library underlying Podman, enabling programmatic creation and lifecycle management of OCI-compliant containers and Pods. Libpod brings native Kubernetes-style multi-container 'Pod' groupings to local local environments without requiring a background orchestration API. - **(2021)** [youtube: Getting started with Podman](https://www.youtube.com/watch?v=Za36qHbrf3g) [NONE CONTENT] [COMMUNITY-TOOL] β€” A developer-oriented video walkthrough detailing installation, basic image handling, and container deployment using Podman. Explains core concepts of local rootless container security and basic networking models for developers transitioning from monolithic engine setups. - **(2020)** [podmain.io: Announcing Podman v2](https://podman.io/blogs/2020/06/29/podman-v2-announce.html) [NONE CONTENT] [COMMUNITY-TOOL] β€” The release announcement detailing Podman v2's updated architecture, notably the introduction of a new structured REST API. This release allows remote management of containers from macOS or Windows machines, bridging compatibility barriers to match modern hybrid-development requirements. + - **(2019)** [developers.redhat.com: Podman and Buildah for Docker users 🌟](https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users) [NONE CONTENT] [LEGACY] β€” A practical handbook for developers transitionining from legacy Docker tooling to the modern Podman/Buildah stack. It walks through command mapping, registry authentications, building minimal rootless images, and deploying local Kubernetes-style multi-container YAML manifests. - **(2018)** [Intro to Podman](https://developers.redhat.com/blog/2018/08/29/intro-to-podman) [NONE CONTENT] [COMMUNITY-TOOL] β€” An introductory engineering guide presenting Podman's design philosophies. It outlines the core mechanics of running daemonless containers, using standard alias configs to replace traditional docker systems, and managing container storage within unprivileged user directories. #### Strategy and Standards @@ -315,6 +323,7 @@ #### Kubernetes Integration (2) - **(2024)** [Kubernetes.io: Container runtimes](https://kubernetes.io/docs/setup/production-environment/container-runtimes) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official Kubernetes documentation detailing installation and integration patterns for CRI-compliant container runtimes. It provides step-by-step production setup configurations for containerd and CRI-O, detailing necessary kernel parameters, socket configurations, and systemd driver alignments. + - **(2017)** [cri-o.io](https://cri-o.io) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official home of CRI-O, an optimized Container Runtime Interface (CRI) designed specifically and exclusively for Kubernetes. CRI-O avoids overhead by supporting only OCI-compliant runtimes, removing unnecessary client CLI abstractions to deliver minimum-footprint workload execution. #### Low-Level Engines - **(2019)** [==crun==](https://github.com/containers/crun) ⭐ 3964 [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A high-performance, lightweight, and low-memory-footprint OCI runtime written completely in C. It serves as an ultra-fast alternative to Go-based runc, offering native support for advanced Linux features such as cgroups v2, user namespaces, and direct system call mapping. @@ -379,5 +388,5 @@ - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md) +πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md) diff --git a/v2-docs/crossplane.md b/v2-docs/crossplane.md index 79b99fe3..3a09abb9 100644 --- a/v2-docs/crossplane.md +++ b/v2-docs/crossplane.md @@ -87,5 +87,5 @@ - **(2021)** [itnext.io: Why do developers find Kubernetes so hard?](https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f) [AGNOSTIC CONTENT] [COMMUNITY-TOOL] β€” Diagnoses the cognitive load and operational hurdles associated with exposing raw Kubernetes interfaces directly to application developers. It analyzes the friction created by complex network topologies, YAML verbosity, and security policies, making the case for platform abstraction layers and custom developer portals. --- -πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md) +πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md) diff --git a/v2-docs/crunchydata.md b/v2-docs/crunchydata.md index 9995a96a..b7e60e1e 100644 --- a/v2-docs/crunchydata.md +++ b/v2-docs/crunchydata.md @@ -65,6 +65,7 @@ - [Data Ingestion](#data-ingestion) - [Data Replication](#data-replication) - [Database Administration](#database-administration-1) + - [Developer Tutorials](#developer-tutorials) - [Enterprise Solutions](#enterprise-solutions) - [High Availability](#high-availability-3) - [Open Source Repositories](#open-source-repositories) @@ -248,6 +249,10 @@ #### 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. @@ -278,6 +283,7 @@ #### 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. @@ -290,5 +296,5 @@ - **(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:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Databases](./databases.md) +πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Newsql](./newsql.md) | [NoSQL](./nosql.md) diff --git a/v2-docs/customer.md b/v2-docs/customer.md index 7d973375..795373ad 100644 --- a/v2-docs/customer.md +++ b/v2-docs/customer.md @@ -13,6 +13,8 @@ - [High-Performance Computing](#high-performance-computing) - [DevOps and Automation](#devops-and-automation) - [Continuous Integration](#continuous-integration) + - [Enterprise Solutions](#enterprise-solutions) + - [AI and Infrastructure](#ai-and-infrastructure) - [Healthcare Tech](#healthcare-tech) - [Medical Imaging Platforms](#medical-imaging-platforms) 1. [Data Management](#data-management) @@ -41,6 +43,8 @@ 1. [System Architecture](#system-architecture) - [Automotive Systems](#automotive-systems) - [Software-Defined Vehicles](#software-defined-vehicles) + - [Data Management](#data-management-1) + - [Enterprise Migration](#enterprise-migration) - [Industrial Engineering](#industrial-engineering) - [Hardware Integration](#hardware-integration) - [Quality Management](#quality-management) @@ -62,6 +66,11 @@ #### Continuous Integration - **(2023)** [**redhat.com: The Volkswagen Group builds automated testing environment**](https://www.redhat.com/en/success-stories/the-volkswagen-group) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Explores Volkswagen Group's migration to an automated software-defined testing environment built on Red Hat OpenShift. This platform-based approach streamlines verification cycles for ECU software, accelerating vehicle-to-cloud development pipelines. By leveraging containerized testing nodes and Kubernetes orchestration, VW drastically reduced testing feedback loops while maintaining safety-critical compliance. +### Enterprise Solutions + +#### AI and Infrastructure + + - **(2024)** [**aws.amazon.com/blogs/industries: BMW Group Develops a GenAI Assistant to Accelerate Infrastructure Optimization on AWS**](https://aws.amazon.com/blogs/industries/bmw-group-develops-a-genai-assistant-to-accelerate-infrastructure-optimization-on-aws) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” This case study highlights BMW Group's deployment of a generative AI assistant on AWS designed to automate and optimize cloud infrastructure operations. By synthesizing telemetry data and AWS resource metrics, the assistant accelerates infrastructure diagnostics, reduces operational overhead, and drives cost-efficient resource provisioning. It demonstrates how LLMs can be integrated into enterprise cloud operations (AIOps) to simplify complex architectural decision-making. ### Healthcare Tech #### Medical Imaging Platforms @@ -144,6 +153,11 @@ #### 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 @@ -167,5 +181,5 @@ - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/databases.md b/v2-docs/databases.md index 42b18653..1964168b 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -17,8 +17,6 @@ - [Azure Cloud](#azure-cloud) - [Google Cloud](#google-cloud) 1. [Cloud Infrastructure](#cloud-infrastructure) - - [FinOps](#finops) - - [Cost Optimization](#cost-optimization) - [Market Trends](#market-trends) - [Cloud Databases](#cloud-databases) 1. [Cloud Native](#cloud-native) @@ -71,9 +69,6 @@ - [Concepts](#concepts) - [History](#history) - [Operational Guide](#operational-guide) -1. [Database](#database) - - [PostgreSQL](#postgresql-1) - - [Database Administration](#database-administration) 1. [Database and Storage Management](#database-and-storage-management) - [Data Administration](#data-administration) - [UI Tools](#ui-tools) @@ -145,14 +140,12 @@ 1. [Observability](#observability-1) - [Distributed Storage](#distributed-storage) - [VictoriaMetrics](#victoriametrics) - - [PostgreSQL](#postgresql-2) - - [Database Monitoring](#database-monitoring-1) -1. [PostgreSQL](#postgresql-3) +1. [PostgreSQL](#postgresql-1) - [Alternative Paradigms](#alternative-paradigms) - [Application Architecture](#application-architecture) - [Application Performance](#application-performance) - [Backups](#backups) - - [Database Administration](#database-administration-1) + - [Database Administration](#database-administration) - [Database Architecture](#database-architecture-1) - [Database Backups](#database-backups) - [Extensions](#extensions) @@ -211,9 +204,6 @@ - [Database DevOps](#database-devops) - [Database Operators](#database-operators) - [Crunchy PostgreSQL](#crunchy-postgresql) -1. [System Architecture](#system-architecture) - - [Data Management](#data-management) - - [Enterprise Migration](#enterprise-migration) 1. [Time-Series](#time-series) - [Architecture](#architecture-1) - [VictoriaMetrics](#victoriametrics-1) @@ -274,11 +264,6 @@ - **(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 @@ -412,13 +397,6 @@ #### Operational Guide - **(2021)** [itnext.io: How to Run Databases in Kubernetes](https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959) [COMMUNITY-TOOL] [GUIDE] β€” A granular blueprint on configuring stateful workloads inside Kubernetes clusters. Details the practical implementation of Headless Services, stable network identifiers, local persistent volumes, and graceful cluster shutdowns. -## Database - -### 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. ## Database and Storage Management ### Data Administration @@ -534,6 +512,7 @@ #### 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). + - **(2023)** [itnext.io: Operator Lifecycle Manager](https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains Operator Lifecycle Manager (OLM) as part of the Operator Framework. Highlights catalog management, automated dependency resolution, security upgrades, and dynamic operator scaling across production enterprise clusters. #### MySQL Operators - **(2024)** [Moco](https://cybozu-go.github.io/moco) [GO CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Introduction to Cybozu's Moco, a highly resilient, modern Go-written MySQL operator for Kubernetes. Focuses on cluster setups, fast failover mechanics, and maintaining an extremely small operational footprint. @@ -607,12 +586,7 @@ #### 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) +## PostgreSQL (1) ### Alternative Paradigms @@ -626,7 +600,7 @@ ### 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 (1) +### Database Administration - **(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) @@ -793,13 +767,6 @@ #### 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) @@ -810,5 +777,5 @@ - **(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:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Crunchydata](./crunchydata.md) +πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Newsql](./newsql.md) | [NoSQL](./nosql.md) diff --git a/v2-docs/demos.md b/v2-docs/demos.md index b5b96f3f..eb01bd47 100644 --- a/v2-docs/demos.md +++ b/v2-docs/demos.md @@ -52,6 +52,7 @@ - [Cloud-Native Java](#cloud-native-java) - [Advanced Microservices](#advanced-microservices) - [Spring Boot Microservices](#spring-boot-microservices) + - [Tanzu Framework](#tanzu-framework) - [Containerization](#containerization-1) - [Java Spring Boot](#java-spring-boot) - [Developer Tools](#developer-tools) @@ -159,6 +160,9 @@ - [Curriculum](#curriculum) - [Cloud Engineering](#cloud-engineering) 1. [Cloud Native](#cloud-native) + - [Continuous Integration](#continuous-integration) + - [CI-CD Pipelines](#ci-cd-pipelines) + - [Red Hat OpenShift](#red-hat-openshift) - [Security](#security) - [Policy Enforcement](#policy-enforcement) 1. [Cloud Native Architecture](#cloud-native-architecture) @@ -173,7 +177,7 @@ - [Observability and Testing](#observability-and-testing) - [Pod Mocking](#pod-mocking) 1. [Cloud Native Platforms](#cloud-native-platforms) - - [Red Hat OpenShift](#red-hat-openshift) + - [Red Hat OpenShift](#red-hat-openshift-1) - [Automation Grading](#automation-grading) - [Academic Homework](#academic-homework) - [Jenkins Pipelines](#jenkins-pipelines) @@ -223,6 +227,9 @@ - [Kubernetes Playgrounds](#kubernetes-playgrounds) - [Kubernetes Workshops](#kubernetes-workshops) 1. [Cloud-Native Java](#cloud-native-java-1) + - [Build Tools](#build-tools) + - [Eclipse JKube](#eclipse-jkube) + - [Developer Workflow](#developer-workflow) - [Runtimes](#runtimes) - [JBoss EAP](#jboss-eap) - [MicroProfile](#microprofile) @@ -255,6 +262,8 @@ 1. [Database and Storage](#database-and-storage) - [Stateful Workloads](#stateful-workloads) - [PostgreSQL](#postgresql) + - [Storage Infrastructure](#storage-infrastructure) + - [Persistent Volumes](#persistent-volumes) 1. [DevOps](#devops) - [CICD](#cicd-1) - [GitHub Actions](#github-actions-2) @@ -275,6 +284,7 @@ - [Infrastructure Provisioning](#infrastructure-provisioning) - [Crossplane Spinnaker Integration](#crossplane-spinnaker-integration) - [Spinnaker Setup](#spinnaker-setup) + - [Git Integration](#git-integration) - [Kubernetes Deployment Models](#kubernetes-deployment-models) - [Kubernetes Native Deployment](#kubernetes-native-deployment) - [Orchestration Concepts](#orchestration-concepts) @@ -296,6 +306,7 @@ - [Pipeline Execution Engine](#pipeline-execution-engine) - [Groovy CPS](#groovy-cps) - [Continuation Passing Style](#continuation-passing-style) + - [JobDSL API Reference](#jobdsl-api-reference) 1. [DevOps and CICD](#devops-and-cicd) - [AWS EKS](#aws-eks-2) - [CodePipeline](#codepipeline) @@ -419,6 +430,7 @@ - [Cost Optimization and Metering](#cost-optimization-and-metering) - [Metering Operator](#metering-operator) - [Enterprise Cluster Management](#enterprise-cluster-management) + - [Ansible and ACM](#ansible-and-acm) - [OKD Community Platform](#okd-community-platform) - [Red Hat ACM](#red-hat-acm) - [Ingress and Routing](#ingress-and-routing) @@ -454,6 +466,8 @@ - [Kubernetes Provider](#kubernetes-provider) - [Learning Platforms](#learning-platforms) 1. [Infrastructure as Code and CI-CD](#infrastructure-as-code-and-ci-cd) + - [CI-CD Pipelines](#ci-cd-pipelines-1) + - [Concourse CI](#concourse-ci) - [Configuration Management](#configuration-management) - [Ansible](#ansible) - [Ansible Galaxy](#ansible-galaxy) @@ -461,7 +475,7 @@ - [Ansible Tower](#ansible-tower) - [Ansible Workshops](#ansible-workshops) - [Developer Platforms](#developer-platforms-2) - - [CI-CD Pipelines](#ci-cd-pipelines) + - [CI-CD Pipelines](#ci-cd-pipelines-2) - [GitOps and Declarative Git](#gitops-and-declarative-git-1) - [Ansible and Helm](#ansible-and-helm) 1. [Java Cloud Native](#java-cloud-native) @@ -519,6 +533,8 @@ - [Azure DevOps](#azure-devops-1) - [Custom Controller Patterns](#custom-controller-patterns) - [Kubernetes Operators](#kubernetes-operators) + - [Developer Experience](#developer-experience-2) + - [Red Hat Ecosystem](#red-hat-ecosystem-1) - [Enterprise Kubernetes](#enterprise-kubernetes) - [OpenShift](#openshift-3) - [GitOps and CI-CD](#gitops-and-ci-cd) @@ -536,6 +552,8 @@ - [Flux Ecosystem](#flux-ecosystem) - [Machine Learning Operations](#machine-learning-operations) - [OpenShift AI](#openshift-ai) + - [Security and Compliance](#security-and-compliance-1) + - [Public Sector](#public-sector) 1. [Provisioning](#provisioning-3) - [Bootstrapping](#bootstrapping) - [Bare Metal](#bare-metal) @@ -573,7 +591,7 @@ - [Go Development](#go-development-1) - [Vulnerabilities](#vulnerabilities) - [Hacking Labs](#hacking-labs) -1. [Security and Compliance](#security-and-compliance-1) +1. [Security and Compliance](#security-and-compliance-2) - [Cloud Security Assessments](#cloud-security-assessments) - [AWS IAM Exploits](#aws-iam-exploits) 1. [Security and Governance](#security-and-governance) @@ -731,6 +749,9 @@ #### Spring Boot Microservices - **(2022)** [piomin/sample-spring-microservices-kubernetes: Microservices with Spring' Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com 🌟](https://github.com/piomin/sample-spring-microservices-kubernetes) [JAVA CONTENT] [COMMUNITY-TOOL] β€” An active and highly referenceable demo project exhibiting the deployment of Spring Boot microservices inside a Kubernetes cluster. Utilizes Spring Cloud Kubernetes for discovery, ConfigMaps for configurations, and Ribbon/Feign client integrations for service-to-service communication. +#### Tanzu Framework + + - **(2022)** [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://www.vmware.com/products/app-platform/tanzu) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides the canonical reference architecture for running high-scale Spring Cloud applications natively on Kubernetes. Evaluates Spring Cloud Kubernetes integrations for service discovery, centralized configuration via ConfigMaps, and seamless external secrets management, aligning with 2026 Tanzu application platform standards. ### Containerization (1) #### Java Spring Boot @@ -999,6 +1020,13 @@ - **(2026)** [learntocloud.guide](https://learntocloud.guide) [COMMUNITY-TOOL] [GUIDE] β€” An open-source, highly structured educational roadmap designed to transition traditional sysadmins into proficient cloud engineers. It guides learners through networking, Linux administration, infrastructure as code, and cloud-native topologies. Live grounding highlights its massive adoption within the DevOps community. ## Cloud Native +### Continuous Integration + +#### CI-CD Pipelines + +##### 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. ### Security #### Policy Enforcement @@ -1032,7 +1060,7 @@ - **(2024)** [**stefanprodan/podinfo**](https://github.com/stefanprodan/podinfo) ⭐ 5917 [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A premium go-to microservice web application written in Go, specifically designed to showcase best practices in Kubernetes deployment, health checking, instrumentation (Prometheus/Jaeger), and progressive delivery validation (such as Flagger/Istio canary releases). ## Cloud Native Platforms -### Red Hat OpenShift +### Red Hat OpenShift (1) #### Automation Grading @@ -1163,6 +1191,13 @@ - **(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 @@ -1244,6 +1279,11 @@ #### 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 (1) @@ -1296,6 +1336,9 @@ - **(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. @@ -1353,6 +1396,9 @@ ##### 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 CICD ### AWS EKS (2) @@ -1441,6 +1487,7 @@ - **(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 @@ -1658,6 +1705,9 @@ - **(2020)** [Writing Customized Reports Using Metering Operator](https://www.redhat.com/en/blog/writing-customized-reports-using-metering-operator) [SQL CONTENT] [ADVANCED LEVEL] [LEGACY] β€” Explores authoring custom resource and cost allocation reports using the OpenShift Metering Operator. Note: The Metering Operator has since been deprecated in favor of OpenShift Cost Management. ### Enterprise Cluster Management +#### Ansible and ACM + + - **(2021)** [redhat.com: ACM Ansible Integration Overview](https://www.redhat.com/en/blog) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores integrations bridging Red Hat Advanced Cluster Management (ACM) with Ansible Automation Platform. Automates physical or non-Kubernetes resource tasks at critical points in cluster lifecycles. #### OKD Community Platform - **(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) [BASH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Compiles core workshop resources on OKD 4 deployment, testing, and lifecycle patterns. Explores underlying Fedora CoreOS operating mechanics and bootstrap procedures for community-led OpenShift clusters. @@ -1752,6 +1802,11 @@ - **(2022)** [terraform.collabnix.com](https://collabnix.github.io/terraform) [HCL CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” A collaborative, multi-step reference hub designed to systematically introduce DevOps engineers to Terraform. Covers declarative state files, modular organization, provider configurations, and deployment strategies across multiple hyper-scale cloud providers. ## Infrastructure as Code and CI-CD +### CI-CD Pipelines (1) + +#### 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 Management #### Ansible @@ -1771,7 +1826,7 @@ - **(2025)** [ansible.github.io/workshops/demos : Red Hat Ansible Automation Platform Workshops](https://labs.demoredhat.com/demos) [YAML CONTENT] [COMMUNITY-TOOL] β€” Official Red Hat Ansible workshops repository, highlighting hands-on scenarios for cloud provisioning, configuration management, network automation, and security playbooks. (Live Grounding: Serves as the authoritative source for enterprise teams to upskill in Ansible Automation Platform strategies). ### Developer Platforms (2) -#### CI-CD Pipelines +#### CI-CD Pipelines (2) - **(2021)** [shipa.io: A Developer focused CI/CD pipeline for Kubernetes](https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes) [YAML CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines designing application-centric CI/CD pipelines that leverage developer platform layers to remove raw Kubernetes configuration friction. (Live Grounding: Highlights the evolving landscape of platform engineering where developers focus on code deliverables while security/infrastructure is handled declaratively by platforms). ### GitOps and Declarative Git (1) @@ -1790,7 +1845,7 @@ ### General Reference - - [kubernetesbyexample.com](https://kubernetesbyexample.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetesbyexample.com in the Kubernetes Tools ecosystem. + - [kubernetesbyexample.com 🌟](https://kubernetesbyexample.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetesbyexample.com in the Kubernetes Tools ecosystem. - [k8s Initializer 🌟](https://blackbird.a8r.io/initializer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blackbird.a8r.io in the Kubernetes Tools ecosystem. - [blog.jetstack.io: Istio OIDC Authentication](https://developer.cyberark.com/blog/istio-oidc-authentication) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developer.cyberark.com in the Kubernetes Tools ecosystem. - [trstringer.com: Deploy to AKS Using a Managed Identity from a GitHub Actions Self-Hosted Runner 🌟](https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering trstringer.com in the Kubernetes Tools ecosystem. @@ -2035,6 +2090,11 @@ #### 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) @@ -2086,6 +2146,11 @@ #### 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. ## Provisioning (3) ### Bootstrapping @@ -2180,7 +2245,7 @@ #### 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 (1) +## Security and Compliance (2) ### Cloud Security Assessments @@ -2276,5 +2341,5 @@ - **(2020)** [github.com/redhat-developer-demos/spring-petclinic 🌟](https://github.com/redhat-developer-demos/spring-petclinic) [JAVA CONTENT] [COMMUNITY-TOOL] β€” Curator Insight maps out Red Hat's customized developer demo fork of the Spring Petclinic project. Live Grounding indicates this version is heavily optimized for OpenShift deployments, featuring native integration with OpenShift build configs and Kubernetes secrets. It is ideal for illustrating red-hat native cloud development workflows. --- -πŸ’‘ **Explore Related:** [About](./about.md) | [Kubernetes](./kubernetes.md) | [Cheatsheets](./cheatsheets.md) +πŸ’‘ **Explore Related:** [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md) diff --git a/v2-docs/devel-sites.md b/v2-docs/devel-sites.md index 79f6cb8c..67114cf9 100644 --- a/v2-docs/devel-sites.md +++ b/v2-docs/devel-sites.md @@ -31,9 +31,6 @@ 1. [DevOps Automation and Modern Systems Engineering](#devops-automation-and-modern-systems-engineering) - [Software Engineering Principles](#software-engineering-principles) - [Developer Cognitive Load](#developer-cognitive-load) -1. [Developer Productivity](#developer-productivity) - - [Integrated Development Environments](#integrated-development-environments) - - [Rust](#rust) 1. [Developer Tooling](#developer-tooling) - [CLI Frameworks](#cli-frameworks) - [Oclif](#oclif) @@ -56,7 +53,7 @@ - [Dhall](#dhall) - [Design Patterns](#design-patterns) - [Refactoring](#refactoring) - - [Developer Productivity](#developer-productivity-1) + - [Developer Productivity](#developer-productivity) - [Learning Paths](#learning-paths-1) - [Resources](#resources) - [Education](#education) @@ -143,13 +140,6 @@ #### 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 @@ -203,7 +193,7 @@ #### 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 (1) +### Developer Productivity #### Learning Paths (1) @@ -252,5 +242,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index e28aa71a..b8c94a36 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -38,6 +38,7 @@ 1. [Developer Experience](#developer-experience) - [AI-Assisted Coding](#ai-assisted-coding) - [Claude Code](#claude-code) + - [Cursor IDE](#cursor-ide) 1. [Developer Platforms](#developer-platforms) - [Documentation](#documentation) - [GitHub Wiki](#github-wiki) @@ -74,14 +75,26 @@ - [Networking Protocols](#networking-protocols) - [Local Development Environments](#local-development-environments) - [Transport Layer Security](#transport-layer-security) +1. [Networking](#networking) + - [Service Mesh](#service-mesh) + - [eBPF vs Proxy](#ebpf-vs-proxy) 1. [Platform Engineering](#platform-engineering) - [Developer Portal](#developer-portal) - [Internal Developer Platforms](#internal-developer-platforms) - [Kubernetes Deployment](#kubernetes-deployment) - [Tutorials](#tutorials-1) +1. [Software Architecture and .NET Development](#software-architecture-and-net-development) + - [Artificial Intelligence](#artificial-intelligence) + - [Agent Integration](#agent-integration) 1. [Software Engineering](#software-engineering) - [AI-Assisted Development](#ai-assisted-development) + - [CLI Tools](#cli-tools) - [GitHub Copilot](#github-copilot) + - [Multi-Repository Architecture](#multi-repository-architecture) + - [Collaboration](#collaboration) + - [Documentation Specifications](#documentation-specifications) + - [Command-Line Utilities](#command-line-utilities) + - [Terminal Emulators](#terminal-emulators) - [Programming Paradigms](#programming-paradigms) - [Functional Programming](#functional-programming) @@ -201,6 +214,9 @@ #### 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. +#### 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 Platforms ### Documentation @@ -311,6 +327,13 @@ #### Transport Layer Security - **(2020)** [howhttps.works](https://howhttps.works) [COMMUNITY-TOOL] β€” An interactive, visual educational resource designed to unpack the complex mechanics of the HTTPS protocol, TLS handshakes, and public key cryptography. Highly useful for onboarding developers to understand transport-layer security and key-exchange negotiations in web systems. +## Networking + +### Service Mesh + +#### 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. ## Platform Engineering ### Developer Portal @@ -325,13 +348,36 @@ #### Tutorials (1) - **(2024)** [piotrminkowski.com: Getting Started with Backstage](https://piotrminkowski.com/2024/06/13/getting-started-with-backstage) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A comprehensive technical guide to bootstrapping Backstage, configuring the software catalog, and writing custom templates. The resource outlines practical steps to integrate local tooling with the developer portal, enabling swift adoption of self-service developer templates. +## Software Architecture and .NET Development + +### 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. ## Software Engineering ### AI-Assisted Development +#### CLI Tools + + - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β€” Highlights setup and early integration techniques for GitHub Copilot CLI, translating natural language prompts into executable terminal and shell scripts. Enhances sysadmin and shell workflow automation while maintaining a human-in-the-loop review step for safety and correctness. #### GitHub Copilot - **(2026)** [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [DOCUMENTATION] [COMMUNITY-TOOL] β€” Authoritative guidelines from GitHub designed to optimize interaction with Copilot. Covers prompt engineering tactics (such as context-setting files and comments), managing AI security and license compliance, and verifying generated output. +#### 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. +### 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. +### Command-Line Utilities + +#### Terminal Emulators + + - **(2026)** [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β€” A modern, Rust-based terminal emulator incorporating AI agent assistance directly into the command-line interface. Reimagines input fields like text editors, supports real-time workspace collaboration, and native context-sharing for accelerated platform ops troubleshooting. ### Programming Paradigms #### Functional Programming @@ -339,5 +385,5 @@ - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) +πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [SRE](./sre.md) | [Chaos Engineering](./chaos-engineering.md) diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index 40e35d22..ae86c43e 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -8,12 +8,6 @@ ## Table of Contents -1. [AI and Platform Engineering](#ai-and-platform-engineering) - - [AI Assistants](#ai-assistants) - - [Developer Productivity](#developer-productivity) -1. [AI Engineering](#ai-engineering) - - [Agentic Frameworks](#agentic-frameworks) - - [Developer Experience](#developer-experience) 1. [CICD Pipelines](#cicd-pipelines) - [AI and Automation](#ai-and-automation) - [Model Context Protocol](#model-context-protocol) @@ -28,10 +22,7 @@ - [UI Tools](#ui-tools) 1. [Deployment and Delivery](#deployment-and-delivery) - [CICD and Delivery](#cicd-and-delivery) - - [Developer Productivity](#developer-productivity-1) - - [Enterprise Tooling](#enterprise-tooling) - - [Platform Engineering](#platform-engineering) - - [Kubernetes Management](#kubernetes-management) + - [Developer Productivity](#developer-productivity) 1. [DevOps and Platform Engineering](#devops-and-platform-engineering) - [Architecture and Orchestration](#architecture-and-orchestration) - [Foundational Primer](#foundational-primer) @@ -46,6 +37,7 @@ - [Platform Engineering Strategy](#platform-engineering-strategy) 1. [Developer Tooling](#developer-tooling) - [AI Code Assistants](#ai-code-assistants) + - [Effort Frameworks](#effort-frameworks) - [Prompt Templates](#prompt-templates) - [Developer Knowledge](#developer-knowledge) - [Curation Repositories](#curation-repositories) @@ -56,33 +48,20 @@ - [Development Environments](#development-environments) - [Virtual Machines](#virtual-machines) 1. [Kubernetes and Container Orchestration](#kubernetes-and-container-orchestration) - - [Platform Engineering](#platform-engineering-1) + - [Platform Engineering](#platform-engineering) - [AppOps and GitOps](#appops-and-gitops) 1. [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) 1. [Local Developer Environment](#local-developer-environment) - [Container Runtime Setup](#container-runtime-setup) - [Docker Compose](#docker-compose) - - [Version Management](#version-management) - - [Multi-Language Runtimes](#multi-language-runtimes) 1. [Observability](#observability) - [UI Clients](#ui-clients) - [Multi-Cluster](#multi-cluster) +1. [Orchestration and Packaging](#orchestration-and-packaging) + - [Cloud-Native Delivery](#cloud-native-delivery) + - [Keptn](#keptn) -## 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 - -#### Developer Experience - - - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Kiro is a testing and engineering framework designed to bring traditional software disciplineβ€”such as regression testing, linting, and sandbox executingβ€”to LLM agents and multi-agent workflows. It establishes strict validation steps to ensure agent behaviors remain deterministic, secure, and aligned with standard corporate software engineering guidelines. ## CICD Pipelines ### AI and Automation @@ -115,17 +94,9 @@ ### CICD and Delivery -#### Developer Productivity (1) +#### 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. -#### Enterprise Tooling - - - **(2025)** [PMEase QuickBuild](https://www.pmease.com) [JAVA CONTENT] [ADVANCED LEVEL] [LEGACY] β€” A powerful commercial build and configuration management tool geared towards large enterprises. Combines high-capacity agents, visual dependency chains, and precise audit trails for legacy and cloud-native workloads. -### Platform Engineering - -#### Kubernetes Management - - - **(2025)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) [GO CONTENT] [COMMUNITY-TOOL] β€” A developer-centric, lightweight PaaS layer running directly on top of Kubernetes. Canine simplifies native container deployments and configurations, reducing cognitive load and shortening inner-loop development iterations. ## DevOps and Platform Engineering ### Architecture and Orchestration @@ -174,6 +145,9 @@ ### AI Code Assistants +#### Effort Frameworks + + - **(2026)** [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” This reference document outlines the effort metrics and execution paradigms utilized by Cursor's Bugbot tool inside the editor context. It guides development teams in managing priority levels for automated debugging routines across repositories. #### 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. @@ -198,7 +172,7 @@ - **(2023)** [devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide 🌟](https://devopscube.com/vagrant-tutorial-beginners) [N/A CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” An introductory guide to Vagrant for configuring local virtual machine environments. It explains how to write Vagrantfiles, configure local networks, and run provisioning engines like Ansible to ensure consistent local developer environments. ## Kubernetes and Container Orchestration -### Platform Engineering (1) +### Platform Engineering #### AppOps and GitOps @@ -231,11 +205,6 @@ #### 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 @@ -243,7 +212,14 @@ #### Multi-Cluster - **(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. +## Orchestration and Packaging + +### Cloud-Native Delivery + +#### Keptn + + - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) [SPANISH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Nubenetes architectural reference on Keptn, a CNCF enterprise-grade control plane for cloud-native application lifecycle orchestration. Integrates SLO-based evaluations, automated canary promotions, and zero-touch application remediation out of the box. --- -πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/devops.md b/v2-docs/devops.md index 21f114fa..3067ca3c 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -8,6 +8,9 @@ ## Table of Contents +1. [AI and Agents](#ai-and-agents) + - [Environments](#environments) + - [Cloud Agents](#cloud-agents) 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) @@ -41,12 +44,14 @@ - [Serverless Systems](#serverless-systems) - [DevOps Pipelines](#devops-pipelines) 1. [Cloud Infrastructure](#cloud-infrastructure) + - [AWS Ecosystem](#aws-ecosystem) + - [Cloud Services](#cloud-services) - [Automation](#automation-1) - [Developer Workflows](#developer-workflows) - [Glossary](#glossary) - [SysAdmin Practices](#sysadmin-practices) - - [Enterprise Containers](#enterprise-containers) - - [Strategy](#strategy) + - [Azure Ecosystem](#azure-ecosystem) + - [Platform Services](#platform-services) - [Network Infrastructure](#network-infrastructure) - [NetDevOps](#netdevops) - [Serverless](#serverless) @@ -67,6 +72,7 @@ - [CICD Pipeline Design](#cicd-pipeline-design) - [Database Delivery](#database-delivery) - [Release Strategies](#release-strategies) + - [Security Policy](#security-policy) 1. [Culture](#culture-1) - [Career Development](#career-development) - [Career Transition](#career-transition) @@ -81,6 +87,9 @@ - [Data Operations](#data-operations) - [Data Integration](#data-integration) - [Data-as-Code](#data-as-code) +1. [Deployment and Delivery](#deployment-and-delivery) + - [CICD and Delivery](#cicd-and-delivery) + - [Self-Hosted Runners](#self-hosted-runners) 1. [DevOps and CICD](#devops-and-cicd) - [Infrastructure as Code](#infrastructure-as-code) - [Orchestration Platforms](#orchestration-platforms) @@ -226,6 +235,7 @@ - [Podcasts](#podcasts) 1. [Education](#education) - [Syllabus](#syllabus) + - [Training Courses](#training-courses) 1. [Enterprise Agile](#enterprise-agile) - [SAFe Framework](#safe-framework) 1. [Enterprise Systems](#enterprise-systems) @@ -259,12 +269,16 @@ - [Security](#security-2) - [Infrastructure as Code](#infrastructure-as-code-3) 1. [Infrastructure as Code](#infrastructure-as-code-4) - - [CICD and Delivery](#cicd-and-delivery) - - [Self-Hosted Runners](#self-hosted-runners) + - [CICD and Delivery](#cicd-and-delivery-1) + - [Self-Hosted Runners](#self-hosted-runners-1) - [IaC Fundamentals](#iac-fundamentals) - [Overview](#overview-2) - [Terraform](#terraform) - [Entra ID Integration](#entra-id-integration) +1. [Kubernetes](#kubernetes-1) + - [Troubleshooting](#troubleshooting) + - [Guides](#guides) + - [Playbooks](#playbooks) 1. [Management](#management) - [Observability](#observability) - [Governance](#governance) @@ -286,14 +300,14 @@ - [Local Environment Setup](#local-environment-setup) - [Package Management](#package-management) 1. [Orchestration](#orchestration) - - [Kubernetes](#kubernetes-1) + - [Kubernetes](#kubernetes-2) - [Core Concepts](#core-concepts-2) - [Platform Building Challenges](#platform-building-challenges) 1. [Orchestration and Containers](#orchestration-and-containers) - [Containerization](#containerization-2) - [CICD Integration](#cicd-integration) - [Value Realization](#value-realization) - - [Kubernetes](#kubernetes-2) + - [Kubernetes](#kubernetes-3) - [DevOps Integration](#devops-integration) 1. [Platform Engineering](#platform-engineering-3) - [AI Platform](#ai-platform) @@ -303,7 +317,7 @@ - [Architecture](#architecture-2) - [GitOps Repository Design](#gitops-repository-design) - [Business Value](#business-value-1) - - [Strategy](#strategy-1) + - [Strategy](#strategy) - [Community Hub](#community-hub) - [General Resources](#general-resources) - [Declarative Configuration](#declarative-configuration) @@ -323,7 +337,7 @@ - [SRE Patterns](#sre-patterns) - [Enterprise Management](#enterprise-management) - [Kubernetes Fleet](#kubernetes-fleet) - - [Guides](#guides) + - [Guides](#guides-1) - [Foundational](#foundational) - [IDP Architecture](#idp-architecture) - [Control Plane](#control-plane) @@ -335,7 +349,7 @@ - [Articles and Presentations](#articles-and-presentations) - [Industry Trends](#industry-trends-1) - [Articles](#articles-1) - - [Kubernetes](#kubernetes-3) + - [Kubernetes](#kubernetes-4) - [Infrastructure Migration](#infrastructure-migration) - [VMware Alternatives](#vmware-alternatives) - [Internal Developer Platform](#internal-developer-platform) @@ -343,7 +357,7 @@ - [Internal Developer Platforms](#internal-developer-platforms) - [Architecture](#architecture-4) - [Organizational Structure](#organizational-structure) - - [Kubernetes](#kubernetes-4) + - [Kubernetes](#kubernetes-5) - [IDP Implementation](#idp-implementation) - [Local Environment](#local-environment) - [Hands-on](#hands-on) @@ -379,9 +393,16 @@ - [Core Architectures](#core-architectures) - [Version Control](#version-control) - [Git Best Practices](#git-best-practices) -1. [Strategy](#strategy-2) +1. [Strategy](#strategy-1) - [Enterprise Performance](#enterprise-performance) +## 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 @@ -390,6 +411,7 @@ - [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] β€” A curated technical resource and architectural guide covering thenewstack.io in the Kubernetes Tools ecosystem. - [medium.com/google-cloud/tagged/devops](https://medium.com/google-cloud/tagged/devops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/google-cloud/tagged/devops in the Kubernetes Tools ecosystem. + - [reddit.com/r/devops](https://www.reddit.com/r/devops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/devops in the Kubernetes Tools ecosystem. - [medium: 6 key areas to improve your DevOps performance](https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226feb25) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: 6 key areas to improve your DevOps performance in the Kubernetes Tools ecosystem. - [dzone.com/trendreports/devops-3: DevOps](https://dzone.com/trendreports/devops-3) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==dzone.com/trendreports/devops-3: DevOps== in the Kubernetes Tools ecosystem. - [yourdevopsmentor.com: How to become a DevOps engineer – 5 easy steps](https://yourdevopsmentor.com/blog/how-to-become-a-devops-engineer) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering yourdevopsmentor.com: How to become a DevOps engineer – 5 easy steps in the Kubernetes Tools ecosystem. @@ -438,7 +460,6 @@ - [overcast.blog: 15 Cloud-Native DevOps Tools You Should Know](https://overcast.blog/15-cloud-native-devops-tools-you-should-know-36129057a15c) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering overcast.blog: 15 Cloud-Native DevOps Tools You Should Know in the Kubernetes Tools ecosystem. - [medium.com/spacelift: Platform Engineering vs. DevOps](https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/spacelift: Platform Engineering vs. DevOps in the Kubernetes Tools ecosystem. - [medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider' in 2024](https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-consider-in-2024-892e6e211b85) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider' in 2024== in the Kubernetes Tools ecosystem. - - [reddit.com/r/devops](https://www.reddit.com/r/devops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/devops in the Kubernetes Tools ecosystem. ## Architecture ### Patterns @@ -510,6 +531,11 @@ - **(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 @@ -521,11 +547,11 @@ #### SysAdmin Practices - **(2021)** [redhat.com: Tales from the field: A system administrator's guide to IT automation](https://www.redhat.com/en/blog/it-automation-book) [COMMUNITY-TOOL] β€” Examines transition stages from traditional system administration scripting to unified declarative automation models. Uses real-world enterprise scenarios to show how to build configuration environments using tools like Ansible. -### Enterprise Containers +### Azure Ecosystem -#### Strategy +#### Platform Services - - **(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. + - **(2026)** [Azure DevOps 🌟](https://azure.microsoft.com/en-us/products/devops) [N/A CONTENT] [COMMUNITY-TOOL] β€” Microsoft's enterprise-grade platform offering Boards, Pipelines, Repos, Test Plans, and Artifacts. Curator insights highlight its deep integration with corporate AD and Azure cloud services. Live enterprise architecture evaluations show that despite the rising popularity of GitHub Enterprise, Azure DevOps remains highly dominant in massive corporate ecosystems due to its robust work-item tracking and compliance engines. ### Network Infrastructure #### NetDevOps @@ -576,6 +602,9 @@ ### 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 @@ -617,6 +646,13 @@ - **(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 and Delivery + +#### 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 CICD ### Infrastructure as Code @@ -999,6 +1035,9 @@ - **(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 @@ -1081,9 +1120,9 @@ - **(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 and Delivery +### CICD and Delivery (1) -#### Self-Hosted Runners +#### Self-Hosted Runners (1) - **(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 @@ -1096,6 +1135,16 @@ #### 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 + + - **(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 @@ -1146,7 +1195,7 @@ - **(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 (1) +### Kubernetes (2) #### Core Concepts (2) @@ -1164,7 +1213,7 @@ #### 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 (2) +### Kubernetes (3) #### DevOps Integration @@ -1188,7 +1237,7 @@ - **(2023)** [humanitec.com: How to design your repository structures to nail platform engineering](https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep architectural dive into GitOps-aligned repository topologies. Discusses split-repository layouts separating application code from environment configurations, enabling declarative platform orchestrators (like Humanitec or ArgoCD) to work seamlessly while maintaining strong security boundaries. ### Business Value (1) -#### Strategy (1) +#### Strategy - **(2023)** [infoworld.com: Why platform engineering?](https://www.infoworld.com/article/2338392/why-platform-engineering.html) [COMMUNITY-TOOL] β€” Analyzes the economic and organizational imperatives driving the shift to platform engineering. Focuses on scaling development teams, lowering time-to-market, and solving the cognitive overload bottleneck introduced by modern cloud-native service proliferation. ### Community Hub @@ -1239,7 +1288,7 @@ #### 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 +### Guides (1) #### Foundational @@ -1272,7 +1321,7 @@ #### 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 (3) +#### Kubernetes (4) - **(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 @@ -1293,7 +1342,7 @@ #### 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 (4) +### Kubernetes (5) #### IDP Implementation @@ -1381,12 +1430,12 @@ #### 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) +## Strategy (1) ### Enterprise Performance - **(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:** [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md) | [Test Automation Frameworks](./test-automation-frameworks.md) +πŸ’‘ **Explore Related:** [Developerportals](./developerportals.md) | [SRE](./sre.md) | [Chaos Engineering](./chaos-engineering.md) diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index ea93572a..82ba177e 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -8,21 +8,18 @@ ## Table of Contents -1. [Application Development](#application-development) - - [Cloud-Native Java](#cloud-native-java) - - [Tanzu Framework](#tanzu-framework) 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) +1. [CICD Pipeline](#cicd-pipeline) + - [Pipeline Automation](#pipeline-automation) + - [JFrog Pipelines](#jfrog-pipelines) 1. [Cloud Architecture](#cloud-architecture) - [Infrastructure Automation](#infrastructure-automation) - [Hybrid Cloud Strategy](#hybrid-cloud-strategy) 1. [Cloud Native Operations](#cloud-native-operations) - [Kubernetes](#kubernetes) - [Advanced Templating](#advanced-templating) -1. [Container Infrastructure](#container-infrastructure) - - [CI-CD Pipelines](#ci-cd-pipelines) - - [Pipeline Security](#pipeline-security) 1. [Containers](#containers) - [Security and Hardening](#security-and-hardening) - [Supply Chain Security](#supply-chain-security) @@ -34,8 +31,6 @@ - [Static Code Analysis SAST](#static-code-analysis-sast) - [Compliance](#compliance) - [Static Analysis](#static-analysis) - - [Continuous Delivery](#continuous-delivery) - - [Security Policy](#security-policy) - [GitOps Secrets](#gitops-secrets) - [Mozilla SOPS](#mozilla-sops) - [Operator Architecture](#operator-architecture) @@ -125,7 +120,6 @@ - [Zero Trust Architectures](#zero-trust-architectures) - [Container Security](#container-security) - [Aqua Security Integration](#aqua-security-integration) - - [DevSecOps](#devsecops) - [Hardening Standards](#hardening-standards) - [Industry Vulnerability Reports](#industry-vulnerability-reports) - [Linux Kernel Sandboxing](#linux-kernel-sandboxing) @@ -137,7 +131,7 @@ - [Hashing Algorithms](#hashing-algorithms) - [PKI Automation](#pki-automation) - [Public Key Infrastructure](#public-key-infrastructure) - - [DevSecOps](#devsecops-1) + - [DevSecOps](#devsecops) - [Business Strategy](#business-strategy) - [Engineering Skills](#engineering-skills) - [Enterprise Infrastructure](#enterprise-infrastructure) @@ -331,7 +325,7 @@ - [Misconfiguration Prevention](#misconfiguration-prevention) - [Container Security](#container-security-2) - [Industry Trends](#industry-trends-1) - - [DevSecOps](#devsecops-2) + - [DevSecOps](#devsecops-1) - [AWS Implementations](#aws-implementations) - [Automated Pipelines](#automated-pipelines) - [Best Practices](#best-practices) @@ -351,13 +345,6 @@ - [Web Security](#web-security) - [Testing Environments](#testing-environments) -## Application Development - -### Cloud-Native Java - -#### Tanzu Framework - - - **(2022)** [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://www.vmware.com/products/app-platform/tanzu) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Provides the canonical reference architecture for running high-scale Spring Cloud applications natively on Kubernetes. Evaluates Spring Cloud Kubernetes integrations for service discovery, centralized configuration via ConfigMaps, and seamless external secrets management, aligning with 2026 Tanzu application platform standards. ## Architectural Foundations ### Kubernetes Tools @@ -365,6 +352,7 @@ #### General Reference - [armosec.io: Use Kubescape to check if your Kubernetes clusters are exposed to the latest K8s Symlink vulnerability (CVE-2021-25741)](https://www.armosec.io/cve-vulnerability-database) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.armosec.io in the Kubernetes Tools ecosystem. + - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - [Exploring the (lack of) security in a typical Docker and Kubernetes installation](https://www.neowin.net/news/exploring-the-lack-of-security-in-a-typical-docker-and-kubernets-installation) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Exploring the (lack of) security in a typical Docker and Kubernetes installation in the Kubernetes Tools ecosystem. - [securityboulevard.com: DevOps vs. DevSecOps – Here’s How They Fit Together](https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering securityboulevard.com: DevOps vs. DevSecOps – Here’s How They Fit Together in the Kubernetes Tools ecosystem. - [addteq.com: The REAL Difference between DevOps and DevSecOps](https://www.addteq.com/blog/2021/03/the-real-difference-between-devops-and-devsecops) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering addteq.com: The REAL Difference between DevOps and DevSecOps in the Kubernetes Tools ecosystem. @@ -393,7 +381,6 @@ - [dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword](https://dzone.com/articles/devops-pipeline-quality-gates-a-double-edged-sword) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword in the Kubernetes Tools ecosystem. - [medium: Focusing on the DevOps Pipeline 🌟](https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Focusing on the DevOps Pipeline 🌟 in the Kubernetes Tools ecosystem. - [cncf.io: Identifying Kubernetes Config Security Threats: Pods Running as' Root](https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threats-pods-running-as-root) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Identifying Kubernetes Config Security Threats: Pods Running as' Root in the Kubernetes Tools ecosystem. - - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD in the Kubernetes Tools ecosystem. - [Project Calico](https://www.projectcalico.org) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Project Calico in the Kubernetes Tools ecosystem. - [betterprogramming.pub: Kubernetes Security With Falco](https://betterprogramming.pub/kubernetes-security-with-falco-2eb060d3ae7d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Kubernetes Security With Falco in the Kubernetes Tools ecosystem. - [vashishtsumit89.medium.com: Security/Pen Testing: A guide to run OWASP Zap' headless in containers for CI/CD pipeline](https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering vashishtsumit89.medium.com: Security/Pen Testing: A guide to run OWASP Zap' headless in containers for CI/CD pipeline in the Kubernetes Tools ecosystem. @@ -465,6 +452,13 @@ - [bridgecrew](https://bridgecrew.io) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering bridgecrew in the Kubernetes Tools ecosystem. - [bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline' with Bridgecrew, Jenkins, and GitHub](https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline' with Bridgecrew, Jenkins, and GitHub 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 Pipeline + +### 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. ## Cloud Architecture ### Infrastructure Automation @@ -479,13 +473,6 @@ #### Advanced Templating - **(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 - -### CI-CD Pipelines - -#### 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 @@ -513,11 +500,6 @@ #### 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 @@ -748,9 +730,6 @@ #### Aqua Security Integration - **(2021)** [europeclouds.com: Implementing Aqua Security to Secure Kubernetes](https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes) [NONE CONTENT] [COMMUNITY-TOOL] β€” This reference implementation analyzes Aqua Security's threat protection suite inside Kubernetes platforms. It details automated configuration of image scanning workflows, continuous drift detection mechanisms, and custom-built runtime profiles. Grounded in actual platform defense, this approach addresses immediate container exploitation vectors by establishing clear trust domains. -#### DevSecOps - - - **(2023)** [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep dive into Kubernetes security practices through a modern DevSecOps lens. Covers critical strategies including RBAC refinement, network policies, pod security standards, container vulnerability scanning, and managing runtime security alerts. #### Hardening Standards - **(2021)** [infracloud.io: The Ten Commandments of Container Security](https://www.infracloud.io/blogs/top-10-things-for-container-security) [COMMUNITY-TOOL] β€” Compiles ten key principles of container hardening. Focuses on restricting privileged users, defining hard CPU/memory resource limits, enforcing read-only root filesystems, applying seccomp filters, and eliminating administrative packages from final container builds. @@ -787,7 +766,7 @@ #### Public Key Infrastructure - **(2021)** [arsouyes.org: PKCS, pem, der, key, crt,...](https://www.arsouyes.org/articles/2021/2021-06-21_PKCS_pem_der_key_crt) [FRENCH CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A deep-dive structural reference of Public Key Infrastructure (PKI) formats, including PEM, DER, PKCS#12, CRT, and KEY. Explains standard formatting variations, binary-versus-base64 representations, and practical OpenSSL command syntaxes for conversion operations in production environments. -### DevSecOps (1) +### DevSecOps #### Business Strategy @@ -1363,7 +1342,7 @@ #### Industry Trends (1) - **(2021)** [devclass.com: Docker: It’s not dead yet, but there’s a tendency to walk away, security report finds](https://www.devclass.com/containers/2021/01/13/docker-its-not-dead-yet-but-theres-a-tendency-to-walk-away-security-report-finds/1620265) [COMMUNITY-TOOL] β€” Explores shifting enterprise preferences from traditional Docker runtimes to modern, container runtime standards like containerd and CRI-O. Focuses on security reports indicating how Kubernetes runtime deprecations and attack-surface reduction drive this trend. -### DevSecOps (2) +### DevSecOps (1) #### AWS Implementations @@ -1425,5 +1404,5 @@ - **(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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md) +πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md) diff --git a/v2-docs/digital-money.md b/v2-docs/digital-money.md index be7a31e7..2c37b83e 100644 --- a/v2-docs/digital-money.md +++ b/v2-docs/digital-money.md @@ -32,5 +32,5 @@ - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [HR](./hr.md) diff --git a/v2-docs/digitalocean.md b/v2-docs/digitalocean.md index 19626e9c..332d0eeb 100644 --- a/v2-docs/digitalocean.md +++ b/v2-docs/digitalocean.md @@ -8,6 +8,9 @@ ## Table of Contents +1. [Artificial Intelligence and Machine Learning](#artificial-intelligence-and-machine-learning) + - [LLM Deployment](#llm-deployment) + - [DeepSeek R1](#deepseek-r1) 1. [Cloud Infrastructure](#cloud-infrastructure) - [PaaS](#paas) - [DigitalOcean](#digitalocean) @@ -15,10 +18,21 @@ - [Alternative Clouds](#alternative-clouds) - [Community Portal](#community-portal) - [DigitalOcean](#digitalocean-1) + - [Kubernetes DOKS](#kubernetes-doks) - [Visual Deployment](#visual-deployment) - [PaaS](#paas-1) - [DigitalOcean App Platform](#digitalocean-app-platform) +1. [Web Servers](#web-servers) + - [NGINXConfig](#nginxconfig) + - [Community Tools](#community-tools) +## Artificial Intelligence and Machine Learning + +### LLM Deployment + +#### DeepSeek R1 + + - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [PYTHON/SHELL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] [GUIDE] β€” A cutting-edge deployment guide illustrating execution profiles of the revolutionary DeepSeek R1 reasoning models inside newly provisioned high-performance DigitalOcean GPU Droplets. Addresses architectural configurations for model weights and CUDA drivers. ## Cloud Infrastructure ### PaaS @@ -37,6 +51,9 @@ #### DigitalOcean (1) - **(2026)** [Digital Ocean](https://www.digitalocean.com) [N/A CONTENT] [COMMUNITY-TOOL] β€” A developers-first cloud services platform focusing on simplicity, lower cost predictability, and rapid droplet virtual server allocations. Expanded enterprise capacities to accommodate containerized microservices and modern pipelines. +#### Kubernetes DOKS + + - **(2025)** [Digital Ocean Kubernetes (DOKS)](https://www.digitalocean.com/products/kubernetes) [N/A CONTENT] [COMMUNITY-TOOL] β€” Fully managed Kubernetes distribution that abstracts master node architecture, allowing users to rapidly deploy clusters. Features simplified persistent block storage volumes, automated node auto-scaling, and painless ingress configurations. #### Visual Deployment - **(2022)** [try.digitalocean.com/cloudplex](https://try.digitalocean.com/cloudplex) [N/A CONTENT] [COMMUNITY-TOOL] β€” Reference landing portal for visual architecture design tools integrated with DigitalOcean Kubernetes. Historically allowed developers to visualize infrastructure topologies and generate corresponding Kubernetes configurations. @@ -46,7 +63,14 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/docker.md b/v2-docs/docker.md index 6b125f50..f1ea00f6 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -30,9 +30,6 @@ 1. [CICD Pipelines](#cicd-pipelines) - [Build Speed](#build-speed) - [Docker Buildx](#docker-buildx) -1. [Cloud Computing](#cloud-computing) - - [Training](#training) - - [Multi-Cloud Education](#multi-cloud-education) 1. [Cloud Infrastructure](#cloud-infrastructure) - [AWS](#aws) - [ECS Integration](#ecs-integration) @@ -233,9 +230,6 @@ - [Automation](#automation-1) - [Windows Containers](#windows-containers) - [PKI](#pki) -1. [Software Engineering Practices](#software-engineering-practices) - - [Containerized Workflows](#containerized-workflows) - - [Cookbooks](#cookbooks) 1. [Testing](#testing) - [Integration Testing](#integration-testing) - [Infrastructure as Code](#infrastructure-as-code) @@ -369,13 +363,6 @@ #### Docker Buildx - **(2021)** [releasehub.com: Cutting Build Time In Half with Docker’s Buildx Kubernetes Driver](https://release.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Outlines how to optimize CI/CD pipeline build performance by scaling compilation workloads using the Docker Buildx Kubernetes driver. Demonstrates how offloading build tasks to Kubernetes clusters yields massive cache reuse and parallelization gains. -## Cloud Computing - -### Training - -#### Multi-Cloud Education - - - **(2023)** [acloudguru.com](https://www.pluralsight.com/cloud-guru) [COMMUNITY-TOOL] β€” A premier e-learning platform (now part of Pluralsight) specializing in cloud computing, DevOps, and container certifications (AWS, Azure, GCP, Kubernetes). Provides hands-on sandbox environments and deep technical pathways designed to train enterprise-grade engineering organizations. ## Cloud Infrastructure ### AWS @@ -921,13 +908,6 @@ #### PKI - **(2026)** [techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers](https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509) [MARKDOWN CONTENT] [LEGACY] β€” This Microsoft Technical Community post details how to configure Windows Containers using IIS to leverage the Central Certificate Store (CCS) for simplified SSL/TLS management. It addresses the architectural hurdles of handling dynamic certificates inside ephemeral containers by mounting central network shares. This guide is highly valuable for enterprise operations targeting legacy Windows Server and .NET Framework containerization workloads. -## Software Engineering Practices - -### Containerized Workflows - -#### Cookbooks - - - **(2021)** [itnext.io: Software development in containers β€” a cookbook 🌟🌟🌟](https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535) [COMMUNITY-TOOL] β€” A comprehensive developer cookbook outlining containerized development workflows. Details multi-stage Docker builds, development-time mounts, image layer caching optimization, and secure packaging designs. ## Testing ### Integration Testing @@ -937,5 +917,5 @@ - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md) +πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md) diff --git a/v2-docs/dom.md b/v2-docs/dom.md index d2cd443e..18e1be76 100644 --- a/v2-docs/dom.md +++ b/v2-docs/dom.md @@ -33,5 +33,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Java_Frameworks](./java_frameworks.md) diff --git a/v2-docs/dotnet.md b/v2-docs/dotnet.md index 85d067a2..aac75b4c 100644 --- a/v2-docs/dotnet.md +++ b/v2-docs/dotnet.md @@ -25,6 +25,7 @@ - [General Reference](#general-reference) 1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration) - [Container Orchestration](#container-orchestration) + - [Helm and Packaging](#helm-and-packaging) - [Kubernetes](#kubernetes) 1. [Software Architecture and .NET Development](#software-architecture-and-net-development) - [Application Diagnostics](#application-diagnostics) @@ -89,6 +90,9 @@ ### 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. @@ -136,5 +140,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/edge-computing.md b/v2-docs/edge-computing.md index 99352cf1..75f265cf 100644 --- a/v2-docs/edge-computing.md +++ b/v2-docs/edge-computing.md @@ -62,5 +62,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Azure](./azure.md) | [AWS Storage](./aws-storage.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/elearning.md b/v2-docs/elearning.md index e78659ad..7e3a20c8 100644 --- a/v2-docs/elearning.md +++ b/v2-docs/elearning.md @@ -11,9 +11,6 @@ 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) -1. [CICD Pipelines](#cicd-pipelines) - - [Git Integration](#git-integration) - - [Azure DevOps](#azure-devops) 1. [Cloud Platforms](#cloud-platforms) - [OpenShift](#openshift) - [Fundamentals](#fundamentals) @@ -21,9 +18,9 @@ - [Databases](#databases) - [SQL](#sql) - [Gamified Learning](#gamified-learning) -1. [DevOps](#devops) - - [Education](#education) - - [Training Courses](#training-courses) +1. [Emerging Technology](#emerging-technology) + - [Machine Learning](#machine-learning) + - [Course](#course) 1. [Operating Systems and Infrastructure](#operating-systems-and-infrastructure) - [Linux](#linux) - [SysAdmin Tutorials](#sysadmin-tutorials) @@ -35,8 +32,6 @@ 1. [Platform Engineering](#platform-engineering) - [Legacy Sandboxes](#legacy-sandboxes) - [Interactive Learning](#interactive-learning) - - [Security and Compliance](#security-and-compliance) - - [Public Sector](#public-sector) 1. [Professional Development](#professional-development) - [Certifications](#certifications) - [Cloud and DevOps](#cloud-and-devops) @@ -79,21 +74,14 @@ - [tutorialspoint.com](https://www.tutorialspoint.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.tutorialspoint.com in the Kubernetes Tools ecosystem. - [learn.openshift.com](https://learn.openshift.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem. - - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 in the Kubernetes Tools ecosystem. - - [wiki.bash-hackers.org](https://wiki.bash-hackers.org) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wiki.bash-hackers.org in the Kubernetes Tools ecosystem. - [zeef.com: e-learning](https://e-learning.zeef.com/tracy.parish) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering zeef.com: e-learning in the Kubernetes Tools ecosystem. - [Udemy.com](https://www.udemy.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Udemy.com in the Kubernetes Tools ecosystem. - [Udacity.com](https://eu.udacity.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Udacity.com in the Kubernetes Tools ecosystem. - [guru99.com](https://www.guru99.com) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering guru99.com in the Kubernetes Tools ecosystem. + - [wiki.bash-hackers.org](https://wiki.bash-hackers.org) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wiki.bash-hackers.org in the Kubernetes Tools ecosystem. + - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 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. - [medium.com/javarevisited: 11 Best Java Microservices Courses with Spring' Boot and Spring Cloud in 2022](https://medium.com/javarevisited/10-best-java-microservices-courses-with-spring-boot-and-spring-cloud-6d04556bdfed) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: 11 Best Java Microservices Courses with Spring' Boot and Spring Cloud in 2022 in the Kubernetes Tools ecosystem. -## CICD Pipelines - -### 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 @@ -110,13 +98,13 @@ ##### 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 +## Emerging Technology -### Education +### Machine Learning -#### Training Courses +#### Course - - **(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. + - **(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. ## Operating Systems and Infrastructure ### Linux @@ -143,11 +131,6 @@ #### 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 @@ -233,5 +216,5 @@ - **(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:** [HR](./hr.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) diff --git a/v2-docs/embedded-servlet-containers.md b/v2-docs/embedded-servlet-containers.md index 38550a22..d78736d0 100644 --- a/v2-docs/embedded-servlet-containers.md +++ b/v2-docs/embedded-servlet-containers.md @@ -36,5 +36,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/faq.md b/v2-docs/faq.md index 4ea4313a..23790b05 100644 --- a/v2-docs/faq.md +++ b/v2-docs/faq.md @@ -21,8 +21,13 @@ - [Talent Acquisition](#talent-acquisition) - [Full Stack Development](#full-stack-development) 1. [Cloud Infrastructure](#cloud-infrastructure) + - [Enterprise Containers](#enterprise-containers) + - [Strategy](#strategy) - [Storage and Databases](#storage-and-databases) - [Storage Strategy](#storage-strategy) +1. [DevOps](#devops) + - [CICD](#cicd) + - [Kubernetes Orchestration](#kubernetes-orchestration) 1. [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) 1. [Microservices Architecture](#microservices-architecture) @@ -40,6 +45,9 @@ - [Strategies](#strategies) - [Containerization](#containerization) - [Case Study](#case-study) +1. [Networking](#networking) + - [Multi-Cluster](#multi-cluster) + - [DNS](#dns) ## Architecture @@ -74,17 +82,29 @@ - **(2022)** [cybercoders.com: What Hiring Managers look for in a Full Stack Developer](https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer) [NONE CONTENT] [COMMUNITY-TOOL] β€” A market intelligence report surveying hiring requirements for full stack engineering roles. It maps out key technical benchmarks such as comfort with distributed system paradigms, experience with container systems like Docker/Kubernetes, and familiarity with cloud platforms, alongside essential communication and agile development competencies. ## Cloud Infrastructure +### Enterprise Containers + +#### 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. ### Storage and Databases #### 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 - - [medium.com: Your team might not need Kubernetes](https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Your team might not need Kubernetes in the Kubernetes Tools ecosystem. - [medium.com: STOP!! You don’t need Microservices](https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: STOP!! You don’t need Microservices in the Kubernetes Tools ecosystem. + - [medium.com: Your team might not need Kubernetes](https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Your team might not need Kubernetes 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. - [betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance' Between Microservices and Monoliths](https://betterprogramming.pub/domain-partitions-how-to-find-a-healthy-balance-between-microservices-and-monoliths-2cd74206559) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance' Between Microservices and Monoliths in the Kubernetes Tools ecosystem. - [medium: It’s time to stop making β€œMicroservices” the goal of modernization](https://medium.com/ibm-garage/its-time-to-stop-making-microservices-the-goal-of-modernization-71758b400287) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: It’s time to stop making β€œMicroservices” the goal of modernization in the Kubernetes Tools ecosystem. @@ -131,7 +151,14 @@ #### Case Study - **(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. +## Networking + +### 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. --- -πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/finops.md b/v2-docs/finops.md index 0ea253fa..65e25092 100644 --- a/v2-docs/finops.md +++ b/v2-docs/finops.md @@ -15,6 +15,7 @@ - [AWS Optimization](#aws-optimization) - [Data Transfer](#data-transfer) - [EKS Cost Reduction](#eks-cost-reduction) + - [EKS Log Optimization](#eks-log-optimization) - [Policy Engines](#policy-engines) - [SMB Frameworks](#smb-frameworks) - [Azure Optimization](#azure-optimization) @@ -31,7 +32,10 @@ - [Kubernetes FinOps](#kubernetes-finops) - [AKS Cost Allocation](#aks-cost-allocation) - [Actionable Frameworks](#actionable-frameworks) + - [Automated Optimization](#automated-optimization) + - [Cost Management](#cost-management) - [Cost Platforms](#cost-platforms) + - [Foundational Concepts](#foundational-concepts) - [Observability Integrations](#observability-integrations) - [ROI Analysis](#roi-analysis) - [Tooling](#tooling) @@ -60,8 +64,6 @@ #### General Reference - - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem. - - [medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?](https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?== in the Kubernetes Tools ecosystem. - [medium: DevOps, NoOps, and Now FinOps?](https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: DevOps, NoOps, and Now FinOps? in the Kubernetes Tools ecosystem. - [cncf.io: FinOps for Kubernetes: Insufficient – or nonexistent – Kubernetes' cost monitoring is causing overspend](https://www.cncf.io/blog/2021/06/29/finops-for-kubernetes-insufficient-or-nonexistent-kubernetes-cost-monitoring-is-causing-overspend) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: FinOps for Kubernetes: Insufficient – or nonexistent – Kubernetes' cost monitoring is causing overspend in the Kubernetes Tools ecosystem. - [faun.pub: FinOps – introduction, origins and next steps](https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: FinOps – introduction, origins and next steps in the Kubernetes Tools ecosystem. @@ -72,10 +74,12 @@ - [medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings](https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f58) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings in the Kubernetes Tools ecosystem. - [medium.com/armory: Continuous Cost Optimization for Kubernetes](https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f0215) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/armory: Continuous Cost Optimization for Kubernetes in the Kubernetes Tools ecosystem. - [medium.com/empathyco: Cloud FinOps β€” Part 4: Kubernetes Cost Report](https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be02dc3) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/empathyco: Cloud FinOps β€” Part 4: Kubernetes Cost Report== in the Kubernetes Tools ecosystem. + - [medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?](https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?== in the Kubernetes Tools ecosystem. - [medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter](https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter in the Kubernetes Tools ecosystem. - [engineering.razorpay.com: The Culture of Cost Optimization β€” Reducing Kubernetes' cost by $300,000](https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kubernetes-cost-by-300-000-32611cdd19d9) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering engineering.razorpay.com: The Culture of Cost Optimization β€” Reducing Kubernetes' cost by $300,000 in the Kubernetes Tools ecosystem. - [medium.com/@suleimanabualrob: Kubernetes cost optimisation](https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@suleimanabualrob: Kubernetes cost optimisation in the Kubernetes Tools ecosystem. - [medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical' Pod Autoscaler](https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical' Pod Autoscaler in the Kubernetes Tools ecosystem. + - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem. ## FinOps and Cloud Cost ### AWS Optimization @@ -87,6 +91,9 @@ #### EKS Cost Reduction - **(2023)** [==dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed Kubernetes clusters==](https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Provides ten advanced tips to reduce Amazon EKS costs by up to 90%. Focuses on deploying the Karpenter autoscaler, using AWS Graviton instances, rightsizing pod resources, and setting up automated dev-environment shutdown policies. +#### EKS Log Optimization + + - **(2023)** [**aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs**](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the high CloudWatch cost challenges generated by Amazon EKS control plane logs (API server, authenticator, audit, scheduler). Demonstrates how to configure fluent-bit to filter and route only essential telemetry records to cheap storage. #### 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. @@ -132,9 +139,18 @@ #### Actionable Frameworks - **(2023)** [**infoworld.com: 5 steps to bringing Kubernetes costs in line**](https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Presents a clear five-step methodology to control Kubernetes infrastructure spend. Covers standard practices like adjusting request/limit ratios, configuring cluster autoscalers (VPA/HPA), and moving non-critical workloads to spot instance pools. +#### 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. +#### Cost Management + + - **(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. #### Cost Platforms - **(2022)** [**thenewstack.io: Finout Gets a Handle on Kubernetes Costs**](https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Reviews Finout's capability to combine multiple cloud invoices (such as AWS, Snowflake, Datadog) and Kubernetes metrics into a single interface. Demonstrates how to link infrastructure spend directly to actual business unit metrics. +#### Foundational Concepts + + - **(2022)** [replex.io: An Introduction to Kubernetes FinOps](https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory resource explaining how to divide shared Kubernetes costs across teams. Describes using namespace resource limits and pod metadata tags to set up fair chargeback structures. #### Observability Integrations - **(2023)** [**thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes Costs**](https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Discusses Grafana's work to build native cost-monitoring tools directly into standard monitoring dashboards. Explores using Prometheus metrics from OpenCost to display cluster financial trends alongside hardware utilization data. @@ -199,5 +215,5 @@ - **(2023)** [venturebeat.com: Cloud costs are unmanageable: It’s time we standardize billing](https://venturebeat.com/datadecisionmakers/cloud-costs-are-unmanageable-its-time-we-standardize-billing) [COMMUNITY-TOOL] β€” A strategic industry op-ed advocating for the standardization of multi-vendor cloud billing schemas. Highlights the engineering frustrations of parsing divergent APIs and billing models, driving the community push toward the FinOps Open Cost & Usage Specification (FOCUS). --- -πŸ’‘ **Explore Related:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) diff --git a/v2-docs/flux.md b/v2-docs/flux.md index 2813da62..9a946c36 100644 --- a/v2-docs/flux.md +++ b/v2-docs/flux.md @@ -112,6 +112,7 @@ - **(2025)** [docs.microsoft.com: Configurations and GitOps with Azure Arc enabled Kubernetes](https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Microsoft's guide to deploying enterprise multi-cluster configurations using Azure Arc integrated with Flux v2 GitOps extensions. Enables unified policy-driven application deployment across hybrid cloud estates. - **(2022)** [thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and Flux](https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux) [YAML CONTENT] [COMMUNITY-TOOL] β€” A practical walkthrough for setting up self-hosted GitOps pipelines on homelabs or small clusters using Flux. Highlights automated deployment routines and resource orchestration. - **(2021)** [docs.fluxcd.io](https://docs.fluxcd.io/en/1.22.2) [NONE CONTENT] [DOCUMENTATION] [LEGACY] β€” Archived reference documentation for the legacy Flux v1 orchestrator. Left online purely as historical reference; teams must use modern Flux v2 systems for controller architectures and security controls. + - **(2021)** [itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS KMS + Flux)](https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30) [YAML CONTENT] [COMMUNITY-TOOL] β€” A crucial guide explaining how to securely manage encrypted Kubernetes Secrets in public Git repositories using Mozilla SOPS, AWS KMS, and the Flux source/kustomize decryption drivers. - **(2021)** [acloudguru.com: Adopting GitOps for Kubernetes on AWS 🌟](https://www.pluralsight.com/resources/blog/cloud/adopting-gitops-for-kubernetes-on-aws) [NONE CONTENT] [COMMUNITY-TOOL] β€” A strategic overview of adopting GitOps paradigms for EKS workloads. Outlines structural patterns, IAM roles for service accounts integration, and state synchronization using Flux controllers. - **(2021)** [blog.sldk.de: Introduction to GitOps on Kubernetes with Flux v2 🌟](https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2) [NONE CONTENT] [COMMUNITY-TOOL] β€” A clear introduction to the fundamental architecture of Flux v2. Explains key resources including GitRepository, Kustomization, and how they combine to deploy reliable workloads. - **(2020)** [alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD](https://alicegg.tech/2020/11/09/helm) [NONE CONTENT] [COMMUNITY-TOOL] β€” Detailed architectural analysis of managing Helm releases within Flux GitOps pipelines. Explores automated release upgrades, HelmRepository declarations, and rollback mechanisms. @@ -124,5 +125,5 @@ - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Argo](./argo.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) diff --git a/v2-docs/freelancing.md b/v2-docs/freelancing.md index 807a9e4c..c45ee4b0 100644 --- a/v2-docs/freelancing.md +++ b/v2-docs/freelancing.md @@ -177,5 +177,5 @@ - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) diff --git a/v2-docs/git.md b/v2-docs/git.md index 2f436c1c..6304c75e 100644 --- a/v2-docs/git.md +++ b/v2-docs/git.md @@ -48,9 +48,6 @@ - [GitLab Deployment](#gitlab-deployment) - [Kubernetes Management](#kubernetes-management) - [GitLab Integrations](#gitlab-integrations) -1. [Cloud Native Operations](#cloud-native-operations) - - [Kubernetes](#kubernetes) - - [Policy Enforcement](#policy-enforcement) 1. [Community](#community) - [Developer Relations](#developer-relations) - [Stack Overflow](#stack-overflow) @@ -68,7 +65,7 @@ - [Integrations](#integrations) - [Container Management](#container-management) - [GitHub Container Registry](#github-container-registry) - - [Kubernetes](#kubernetes-1) + - [Kubernetes](#kubernetes) - [Container Orchestration](#container-orchestration) - [CICD Libraries](#cicd-libraries) - [CICD Pipelines](#cicd-pipelines) @@ -437,13 +434,6 @@ #### GitLab Integrations - **(2022)** [about.gitlab.com: Simple Kubernetes management with GitLab](https://about.gitlab.com/blog/simple-kubernetes-management-with-gitlab) [COMMUNITY-TOOL] β€” An architectural guide on using GitLab as a unified management plane for Kubernetes. Covers cluster connecting procedures, security posture monitoring, and automated Auto DevOps pipelines. -## Cloud Native Operations - -### Kubernetes - -#### Policy Enforcement - - - **(2022)** [==datree.io==](https://www.datree.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise-grade CLI validation engine built to run policy and configuration checks on Kubernetes manifests. Datree evaluates configurations against schema rules and security standards before they reach clusters. This is a critical validation step for CI/CD GitOps pipelines. ## Community ### Developer Relations @@ -486,7 +476,7 @@ #### GitHub Container Registry -##### Kubernetes (1) +##### Kubernetes - **(2021)** [itnext.io: Build & Ship: GitHub Container Registry & Kubernetes](https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21) [YAML CONTENT] [COMMUNITY-TOOL] β€” Deep technical walkthrough demonstrating CI/CD container assembly, pushing artifacts to GitHub Container Registry (GHCR), and orchestration within live Kubernetes endpoints. ### Container Orchestration @@ -885,8 +875,8 @@ Guides developers on configuring autonomous multi-file refactoring, debugging, a - [fourtheorem.com: How to end Microservice pain and embrace the Monorepo](https://fourtheorem.com/monorepo) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering fourtheorem.com in the Kubernetes Tools ecosystem. - [Auto-merge between release branches](https://about.gitlab.com/gitlab-org/gitlab/-/issues/2785) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering about.gitlab.com in the Kubernetes Tools ecosystem. - [Provide merge bot functionality](https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering about.gitlab.com in the Kubernetes Tools ecosystem. - - [CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟](https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟 in the Kubernetes Tools ecosystem. - [dzone.com: refcard - getting started with git](https://dzone.com/refcardz/getting-started-git) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: refcard - getting started with git in the Kubernetes Tools ecosystem. + - [CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟](https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟 in the Kubernetes Tools ecosystem. - [Wikipedia: Git](https://en.wikipedia.org/wiki/Git) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: Git in the Kubernetes Tools ecosystem. - [dzone.com: Top 20 git commands with examples 🌟](https://dzone.com/articles/top-20-git-commands-with-examples) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Top 20 git commands with examples 🌟 in the Kubernetes Tools ecosystem. - [medium: 7 Best Courses to Master Git and Github for Programmers](https://medium.com/javarevisited/7-best-courses-to-master-git-and-github-for-programmers-d671859a68b2) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: 7 Best Courses to Master Git and Github for Programmers in the Kubernetes Tools ecosystem. @@ -1435,5 +1425,5 @@ Guides developers on configuring autonomous multi-file refactoring, debugging, a - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/gitops.md b/v2-docs/gitops.md index b43d1ea3..3d9dc927 100644 --- a/v2-docs/gitops.md +++ b/v2-docs/gitops.md @@ -35,13 +35,12 @@ 1. [Cloud Infrastructure](#cloud-infrastructure) - [Infrastructure as Code](#infrastructure-as-code-1) - [Terraform Practices](#terraform-practices) + - [Kubernetes and Operators](#kubernetes-and-operators) + - [Platform Engineering](#platform-engineering) 1. [Cloud Native](#cloud-native) - [Kubernetes](#kubernetes) - [Cluster API](#cluster-api) - [ClusterClass](#clusterclass) -1. [Cloud Native and Kubernetes](#cloud-native-and-kubernetes) - - [GitOps and Continuous Delivery](#gitops-and-continuous-delivery) - - [ArgoCD integration](#argocd-integration) 1. [Cluster Management](#cluster-management) - [GitOps](#gitops-4) - [Anthos](#anthos) @@ -81,6 +80,8 @@ - [Progressive Delivery](#progressive-delivery) - [GitOps Integration](#gitops-integration) 1. [Deployment and Delivery](#deployment-and-delivery) + - [Application Delivery](#application-delivery-1) + - [Waypoint](#waypoint) - [GitOps](#gitops-6) - [Octopilot](#octopilot) - [Training](#training) @@ -157,7 +158,6 @@ - [GitOps](#gitops-8) - [Kubernetes Distributions](#kubernetes-distributions) - [Automated Operations](#automated-operations) - - [Enterprise Distributions](#enterprise-distributions) 1. [Infrastructure as Code](#infrastructure-as-code-4) - [Kubernetes Provisioning](#kubernetes-provisioning) - [GitOps Frameworks](#gitops-frameworks) @@ -171,17 +171,10 @@ - [Overlay Networks](#overlay-networks) - [Ingress and Gateway](#ingress-and-gateway) - [Automation](#automation-4) - - [Service Mesh](#service-mesh) - - [eBPF vs Proxy](#ebpf-vs-proxy) -1. [Orchestration and Packaging](#orchestration-and-packaging) - - [Helm and GitOps](#helm-and-gitops) - - [Helm Overview](#helm-overview) 1. [Platform Architecture](#platform-architecture) - [GitOps](#gitops-10) - [Modern Pipelines](#modern-pipelines) -1. [Platform Engineering](#platform-engineering) - - [GitOps](#gitops-11) - - [Helm Lifecycle Management](#helm-lifecycle-management) +1. [Platform Engineering](#platform-engineering-1) - [GitOps and Deployment](#gitops-and-deployment) - [Flux Ecosystem](#flux-ecosystem) - [Infrastructure as Code](#infrastructure-as-code-5) @@ -192,7 +185,7 @@ - [Multi-Cluster Routing](#multi-cluster-routing) - [Fleet Orchestration](#fleet-orchestration) 1. [Provisioning](#provisioning) - - [GitOps](#gitops-12) + - [GitOps](#gitops-11) - [Legacy Tools](#legacy-tools-1) - [Media](#media) @@ -307,6 +300,11 @@ #### 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 @@ -316,13 +314,6 @@ ##### ClusterClass - **(2024)** [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) [YAML CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Outlines the ClusterClass feature inside Kubernetes Cluster API. Enables building reusable, abstract cluster topologies that simplify control-plane configuration and worker node pool management across diverse host infrastructure. -## Cloud Native and Kubernetes - -### GitOps and Continuous Delivery - -#### ArgoCD integration - - - **(2025)** [**Announcing Private Preview: ArgoCD through Microsoft GitOps**](https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An announcement regarding native ArgoCD integration managed directly through Azure Arc-enabled Kubernetes and Microsoft GitOps. This development bridges the gap between AKS native extensions and industry-standard GitOps tools, offering declarative cluster state management at scale. It significantly reduces operational overhead by hosting and maintaining control plane elements as a first-class Azure service. ## Cluster Management ### GitOps (4) @@ -447,6 +438,11 @@ - **(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 (6) #### Octopilot @@ -656,9 +652,6 @@ #### Automated Operations - **(2026)** [Charmed Kubernetes](https://ubuntu.com/kubernetes/charmed-k8s) [PYTHON CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Canonical's enterprise Kubernetes distribution orchestrated using Juju Charms. This platform automates deployment, scaling, lifecycle management, and day-2 operations of multi-cloud Kubernetes clusters using modular, declarative software models, ensuring easy integration with Ceph, OpenStack, and major public clouds. -#### Enterprise Distributions - - - **(2023)** [weave.works: Weave Kubernetes Platform](https://www.weave.works) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” The enterprise Kubernetes distribution offering from Weaveworks (WKP) built heavily around declarative GitOps concepts and Cluster API. Following Weaveworks' operational cessation in early 2024, WKP is no longer commercially active, but its patterns directly influenced modern multi-cluster management strategies. ## Infrastructure as Code (4) ### Kubernetes Provisioning @@ -690,18 +683,6 @@ #### Automation (4) - **(2021)** [github.com/stakater/Xposer](https://github.com/stakater/Xposer) ⭐ 32 [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A lightweight automation operator designed to monitor services and dynamically generate DNS-mapped Ingress resources to reduce manual administrative overhead. -### Service Mesh - -#### 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 (10) @@ -709,19 +690,13 @@ #### 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 +## Platform Engineering (1) -### GitOps (11) - -#### 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 - **(2021)** [==github: Flux==](https://github.com/fluxcd/flux) ⭐ 6861 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The deprecated and archived GitHub repository for the original Flux v1 GitOps engine. Completely succeeded by the microservice-driven, decoupled Flux v2 architecture. - - **(2021)** [itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS KMS + Flux)](https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30) [YAML CONTENT] [COMMUNITY-TOOL] β€” A crucial guide explaining how to securely manage encrypted Kubernetes Secrets in public Git repositories using Mozilla SOPS, AWS KMS, and the Flux source/kustomize decryption drivers. ### Infrastructure as Code (5) #### Terraform and AWS @@ -741,7 +716,7 @@ - **(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 (12) +### GitOps (11) #### Legacy Tools (1) @@ -752,5 +727,5 @@ - **(2019)** [WKSctl - A New OSS Kubernetes Manager using GitOps](https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops) [COMMUNITY-TOOL] β€” The official Weaveworks blog post introducing WKSctl. Demonstrates how to leverage GitOps loops to continuous update node configurations and automatically reconcile discrepancies between virtual infrastructure states and Git declarations. --- -πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) +πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index 1a95dd63..76049ec8 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -34,6 +34,8 @@ - [Testing Frameworks](#testing-frameworks) - [Kubernetes Observability](#kubernetes-observability) - [Debugging Tools](#debugging-tools) + - [Microservice Runtimes](#microservice-runtimes) + - [Dapr](#dapr) - [Web Frameworks](#web-frameworks) - [Request Binding](#request-binding) 1. [Cloud Native Languages](#cloud-native-languages) @@ -54,6 +56,9 @@ 1. [DevOps Tools](#devops-tools) - [Templating](#templating) - [Go Templates](#go-templates) +1. [Developer Productivity](#developer-productivity) + - [Integrated Development Environments](#integrated-development-environments) + - [Rust](#rust) 1. [Kubernetes Platform](#kubernetes-platform) - [K8s API and Development](#k8s-api-and-development) - [Golang Client](#golang-client) @@ -95,9 +100,6 @@ #### General Reference - - [Koa.js](https://koa) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Koa.js in the Kubernetes Tools ecosystem. - - [simplecheatsheet.com/tag/golang-cheat-sheet](https://simplecheatsheet.com/tag/golang-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering simplecheatsheet.com/tag/golang-cheat-sheet in the Kubernetes Tools ecosystem. - - [alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes](https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes in the Kubernetes Tools ecosystem. - [medium: Microservices in Go](https://medium.com/seek-blog/microservices-in-go-2fc1570f6800) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Microservices in Go in the Kubernetes Tools ecosystem. - [search.gocenter.io: JFrog Go Center](https://search.gocenter.io) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering search.gocenter.io: JFrog Go Center in the Kubernetes Tools ecosystem. - [ammeon.com: Profiling golang microservices for high throughput on kubernetes/openshift' clusters](https://www.ammeon.com/profiling-golang-microservices-for-high-throughput-on-kubernetes-openshift-clusters) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ammeon.com: Profiling golang microservices for high throughput on kubernetes/openshift' clusters in the Kubernetes Tools ecosystem. @@ -111,8 +113,11 @@ - [Part 4 β€” Using the Go client framework](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Part 4 β€” Using the Go client framework in the Kubernetes Tools ecosystem. - [medium.com/codex: Explore client-go Informer Patterns](https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/codex: Explore client-go Informer Patterns in the Kubernetes Tools ecosystem. - [shahin-mahmud.medium.com: Write your first Kubernetes operator in go](https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering shahin-mahmud.medium.com: Write your first Kubernetes operator in go in the Kubernetes Tools ecosystem. + - [simplecheatsheet.com/tag/golang-cheat-sheet](https://simplecheatsheet.com/tag/golang-cheat-sheet) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering simplecheatsheet.com/tag/golang-cheat-sheet in the Kubernetes Tools ecosystem. + - [Koa.js](https://koa) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Koa.js in the Kubernetes Tools ecosystem. - [reddit.com: What is the best microservice framework in Go?](https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com: What is the best microservice framework in Go? in the Kubernetes Tools ecosystem. - [medium.com/vedcraft: Top Microservices Frameworks in Go](https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/vedcraft: Top Microservices Frameworks in Go in the Kubernetes Tools ecosystem. + - [alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes](https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes in the Kubernetes Tools ecosystem. ## Architecture ### Microservices @@ -173,6 +178,11 @@ #### 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 @@ -246,6 +256,13 @@ #### Go Templates - [Masterminds/sprig: Sprig: Template functions for Go templates](https://github.com/Masterminds/sprig) ⭐ 4721 [ENTERPRISE-STABLE] β€” Curator Insight presents Sprig as a comprehensive library of template functions for Go, heavily utilized in Helm charts. Live Grounding confirms its status as an industry-standard dependency for dynamic Helm manifest generation, though recent development has shifted to maintenance mode. +## 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. ## Kubernetes Platform ### K8s API and Development @@ -320,6 +337,7 @@ #### 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 @@ -335,5 +353,5 @@ - [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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/grafana.md b/v2-docs/grafana.md index 0a5dc66a..0cd90b56 100644 --- a/v2-docs/grafana.md +++ b/v2-docs/grafana.md @@ -8,10 +8,6 @@ ## Table of Contents -1. [Cloud Architecture](#cloud-architecture) - - [Certification](#certification) - - [AWS](#aws) - - [Solutions Architect Professional](#solutions-architect-professional) 1. [Infrastructure as Code](#infrastructure-as-code) - [Package Archives](#package-archives) - [Visualization](#visualization) @@ -93,15 +89,6 @@ - [User Experience Monitoring](#user-experience-monitoring) - [Frontend Observability](#frontend-observability) -## 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 @@ -331,5 +318,5 @@ - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/helm.md b/v2-docs/helm.md index 702f6e2a..1e298e9e 100644 --- a/v2-docs/helm.md +++ b/v2-docs/helm.md @@ -73,6 +73,9 @@ 1. [Cloud Native Architecture](#cloud-native-architecture) - [Development Methodologies](#development-methodologies) - [Operator Perspectives](#operator-perspectives) +1. [Infrastructure as Code](#infrastructure-as-code) + - [Helm](#helm-2) + - [Prometheus Deployment](#prometheus-deployment) 1. [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) 1. [Multi-Cluster Management](#multi-cluster-management) @@ -88,8 +91,6 @@ - [Prometheus Ecosystem](#prometheus-ecosystem) - [Helm Deployments](#helm-deployments) 1. [Platform Engineering](#platform-engineering) - - [Application Delivery](#application-delivery-1) - - [Catalog UI](#catalog-ui) - [Kubernetes GitOps and Packaging](#kubernetes-gitops-and-packaging) - [Alternative Deployment Engines](#alternative-deployment-engines) - [Auditing and Maintenance](#auditing-and-maintenance) @@ -104,6 +105,7 @@ - [Helm Templates](#helm-templates) - [Helm Visualization and UI](#helm-visualization-and-ui) - [Java Microservices](#java-microservices) + - [Learning Hubs](#learning-hubs) - [Legacy Charts](#legacy-charts) - [Legacy Utilities](#legacy-utilities) - [Lifecycle Hooks](#lifecycle-hooks) @@ -290,6 +292,13 @@ #### Operator Perspectives - **(2021)** [opensource.com: What Kubernetes taught me about development](https://opensource.com/article/21/12/kubernetes-developer) [N/A CONTENT] [COMMUNITY-TOOL] β€” An architectural reflection detailing key developer-centric shifts encountered when adapting to Kubernetes environments. It explores paradigms like declarative APIs, container-first test loops, and how platform engineers must redefine application boundaries in microservice environments. +## Infrastructure as Code + +### Helm (2) + +#### Prometheus Deployment + + - **(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. ## Kubernetes Tools ### General Reference @@ -386,11 +395,6 @@ - **(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 (1) - -#### 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 @@ -438,6 +442,9 @@ #### Java Microservices - **(2022)** [openshift.com: Introducing the Quarkus Helm Chart](https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart) [N/A CONTENT] [COMMUNITY-TOOL] β€” An introduction detailing the design of the Quarkus Helm Chart, optimized for cloud-native Java microservices. It highlights native compiling integrations, GraalVM deployment profiles, and how to harness OpenShift pipelines for highly efficient container bootstrapping. +#### 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 Charts - **(2020)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) ⭐ 15424 [YAML CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The deprecated stable Helm chart repository for Jenkins. It is strongly recommended to avoid this legacy version, as active development and security patches have transitioned exclusively to the official Jenkins community repository on Artifact Hub. @@ -473,5 +480,5 @@ - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/hr.md b/v2-docs/hr.md index d51aa1fc..adc908bb 100644 --- a/v2-docs/hr.md +++ b/v2-docs/hr.md @@ -45,5 +45,5 @@ - **(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:** [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) | [Workfromhome](./workfromhome.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) diff --git a/v2-docs/iac.md b/v2-docs/iac.md index e6c52588..baf2a198 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -11,24 +11,15 @@ 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) -1. [Cloud Governance](#cloud-governance) - - [Enterprise Architecture](#enterprise-architecture) - - [Landing Zones](#landing-zones) 1. [Cloud Infrastructure](#cloud-infrastructure) - - [AWS Automation](#aws-automation) - - [Serverless Orchestration](#serverless-orchestration) - - [Azure Networking](#azure-networking) - - [Multi-Tenant Topology](#multi-tenant-topology) - [Infrastructure as Code](#infrastructure-as-code) - [Compliance Auditing](#compliance-auditing) - [History and Insights](#history-and-insights) + - [Migration Strategies](#migration-strategies) - [Schema Generation](#schema-generation) - [Terraform Practices](#terraform-practices) - [Kubernetes and Operators](#kubernetes-and-operators) - [GCP Resources](#gcp-resources) -1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration) - - [Public Cloud Administration](#public-cloud-administration) - - [Azure Architecture](#azure-architecture) 1. [Cloud Management](#cloud-management) - [FinOps](#finops) - [Optimization](#optimization) @@ -38,6 +29,7 @@ - [Infrastructure as Code](#infrastructure-as-code-1) - [AI Assisted](#ai-assisted) - [AI Integration](#ai-integration) + - [Terraform](#terraform) - [Architecture](#architecture) - [Best Practices](#best-practices) - [CICD Platforms](#cicd-platforms) @@ -51,6 +43,8 @@ - [Security](#security) - [Strategy](#strategy) - [Terminology](#terminology) + - [Terraform](#terraform-1) + - [Secrets](#secrets) - [Tool Comparison](#tool-comparison) - [Tooling](#tooling) - [Training](#training) @@ -66,12 +60,6 @@ 1. [DevOps Automation and Modern Systems Engineering](#devops-automation-and-modern-systems-engineering) - [Infrastructure-as-Code](#infrastructure-as-code) - [Platform Engineering](#platform-engineering) -1. [FinOps and Cloud Cost](#finops-and-cloud-cost) - - [Azure Optimization](#azure-optimization) - - [Landing Zones](#landing-zones-1) -1. [Governance and Management](#governance-and-management) - - [Enterprise Governance](#enterprise-governance) - - [Landing Zones](#landing-zones-2) 1. [Infrastructure](#infrastructure) - [Sysadmin](#sysadmin) - [Resources](#resources) @@ -90,13 +78,10 @@ #### General Reference - [Terraform Provider for Google Cloud 7.0 is now GA](https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now-ga) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform Provider for Google Cloud 7.0 is now GA in the Kubernetes Tools ecosystem. - - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem. - - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem. - - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem. - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform for Standardizing AWS Deployments 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. - [Terraform Enterprise 2.0](https://t.co/UmacHpStqI) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform Enterprise 2.0 in the Kubernetes Tools ecosystem. - - [IBM IAM for AI Agents](https://t.co/EKsVgKA4xn) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM IAM for AI Agents in the Kubernetes Tools ecosystem. + - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem. - [bridgecrew.io: 5 tips for securely adopting infrastructure as code](https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering bridgecrew.io: 5 tips for securely adopting infrastructure as code in the Kubernetes Tools ecosystem. - [daffodilsw.medium.com: What is Infrastructure Automation in DevOps?](https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering daffodilsw.medium.com: What is Infrastructure Automation in DevOps? in the Kubernetes Tools ecosystem. - [faun.pub: The best Infrastructure as Code tools for 2021](https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: The best Infrastructure as Code tools for 2021 in the Kubernetes Tools ecosystem. @@ -106,29 +91,14 @@ - [medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC)](https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee4b) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC) in the Kubernetes Tools ecosystem. - [levelup.gitconnected.com: Short: Using IaC over Clickops](https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: Short: Using IaC over Clickops 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. + - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem. + - [IBM IAM for AI Agents](https://t.co/EKsVgKA4xn) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM IAM for AI Agents in the Kubernetes Tools ecosystem. + - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem. - [medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure' (IaC)](https://medium.com/nerd-for-tech/kubernetes-declaratively-deploying-infrastructure-iac-789f14d999c6) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure' (IaC) in the Kubernetes Tools ecosystem. - [medium.com/globant: Infrastructure as Code using Kubernetes](https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/globant: Infrastructure as Code using Kubernetes in the Kubernetes Tools ecosystem. - [IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP)](https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a4ada79af5) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP) in the Kubernetes Tools ecosystem. -## Cloud Governance - -### Enterprise Architecture - -#### Landing Zones - - - **(2026)** [Azure Landing Zone Technical Documentation](https://azure.github.io/Azure-Landing-Zones) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Central knowledge base for Azure Landing Zones (ALZ) design principles and implementations. This portal provides guidance on identity management, network topology, subscription organization, and proactive governance policies. It acts as the key blueprint for deploying scalable multi-subscription cloud platform architectures. - - **(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 - - - **(2025)** [Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager](https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An official exploration of Azure Virtual Network Manager (AVNM) capabilities for coordinating network topologies across distinct enterprise Entra ID tenants. Architects learn how to leverage AVNM to scale governance, enforce global security rules, and simplify cross-tenant hub-and-spoke peerings programmatically. ### Infrastructure as Code #### Compliance Auditing @@ -137,6 +107,9 @@ #### History and Insights - **(2026)** [youtube: Mitchell Hashimoto: The Inside Story of HashiCorp's IaC Journey | The IaC Podcast](https://www.youtube.com/watch?v=--RRpw_6onA) [NONE CONTENT] [COMMUNITY-TOOL] β€” An in-depth video interview exploring the early development, design constraints, and technological milestones of HashiCorp's suite. Offers high-level insights into state management and the evolution of cloud orchestration. +#### Migration Strategies + + - **(2026)** [The Definitive Guide to Importing Your Cloud Resources into IaC](https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac) [NONE CONTENT] [COMMUNITY-TOOL] β€” A detailed technical review addressing drift reconciliation when converting untracked click-ops clouds into declarative state files. Reviews native state import commands and toolkits that automate resource generation. #### Schema Generation - **(2026)** [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) ⭐ 71 [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A specialized CLI tool that parses declared Terraform configurations to generate structural JSON Schemas. Useful for running runtime validation scripts on dynamic inputs or verifying API schemas during configuration processing. @@ -148,14 +121,6 @@ #### GCP Resources - **(2026)** [cloud.google.com/config-connector](https://docs.cloud.google.com/config-connector/docs/overview) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Explains GCP Config Connector implementation patterns. Lets engineers configure Google Cloud infrastructure through Kubernetes Custom Resource Definitions, utilizing Kubernetes controllers to construct databases, IAM permissions, and storage endpoints. -## Cloud Infrastructure and Orchestration - -### Public Cloud Administration - -#### Azure Architecture - - - **(2025)** [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [N/A CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [LEGACY] β€” Architectural migration playbook addressing transitioning legacy cloud setups to formal Microsoft Azure Landing Zones. Covers organizational tier hierarchies, network architectures, and systemic governance patterns. - - **(2025)** [Subscription Vending Implementation Guidance](https://learn.microsoft.com/en-us/azure/architecture/landing-zones/subscription-vending) [BICEP CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Automated governance framework detailing Azure Subscription Vending models. Outlines how to programmatically create subscription structures incorporating secure routing, virtual network configurations, policies, and role-based access management. ## Cloud Management ### FinOps @@ -177,6 +142,9 @@ - **(2023)** [matt-rickard.com: Infrastructure as Code Will be Written by AI](https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai) [COMMUNITY-TOOL] β€” Explores how generative AI can be used to compile declarative DSL configurations. Argues that structural files (such as Terraform or Pulumi definitions) are excellent translation targets for LLMs due to explicit syntax schemas. #### AI Integration +##### 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. - **(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. #### Architecture @@ -219,6 +187,11 @@ #### Terminology - **(2022)** [thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code](https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code) [COMMUNITY-TOOL] β€” Clarifies foundational interfacesβ€”GUIs, CLIs, and APIsβ€”used in automated provisioning workflows. Details how modern declarative execution pipelines abstract these layers to guarantee predictable environment configurations. +#### Terraform (1) + +##### Secrets + + - **(2025)** [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [HCL CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explains the design and execution mechanics of Ephemeral Values introduced in modern Terraform releases. Discusses preventing credential leakages by keeping sensitive short-lived resources completely out of persistent state logs. #### Tool Comparison - **(2023)** [intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform and Ansible 🌟](https://intellipaat.com/blog/terraform-vs-ansible-difference) [COMMUNITY-TOOL] β€” Compares Terraform and Ansible, focusing on state management and typical use cases. Shows how Terraform specializes in declarative stateful cloud provisioning, while Ansible excels at stateless procedural host and configuration management. @@ -264,20 +237,6 @@ #### Platform Engineering - **(2022)** [**itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and what it enables**](https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Delineates the evolution from standard Infrastructure-as-Code (IaC) to Platform-as-Code (PaC), where platform teams deliver fully orchestrated, self-service developer environments. Highlights how defining platforms declaratively abstracts raw cloud interfaces, simplifying application lifecycle deployment. -## FinOps and Cloud Cost - -### Azure Optimization - -#### Landing Zones (1) - - - **(2025)** [==Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for Cost Optimization==](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Details how to configure a FinOps-compliant Azure Landing Zone. Uses Azure Policy and management groups to enforce resource tag policies, mandate budget limits at subscription boundaries, and automate continuous cost governance. -## Governance and Management - -### Enterprise Governance - -#### Landing Zones (2) - - - **(2023)** [Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options](https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options) [COMMUNITY-TOOL] [GUIDE] β€” Microsoft's Cloud Adoption Framework (CAF) roadmap evaluating landing zone platform deployment options. Evaluates differences between Portal, Bicep, and Terraform implementations, outlining trade-offs in velocity, maintenance overhead, and custom extensibility. ## Infrastructure ### Sysadmin @@ -304,5 +263,5 @@ - **(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:** [Terraform](./terraform.md) | [Oauth](./oauth.md) | [Ansible](./ansible.md) +πŸ’‘ **Explore Related:** [Terraform](./terraform.md) | [Chef](./chef.md) | [Crossplane](./crossplane.md) diff --git a/v2-docs/ibm_cloud.md b/v2-docs/ibm_cloud.md index d2e4dd8d..58e3aea1 100644 --- a/v2-docs/ibm_cloud.md +++ b/v2-docs/ibm_cloud.md @@ -18,6 +18,9 @@ - [WebSphere](#websphere) - [Docker](#docker) 1. [Enterprise Integration](#enterprise-integration) + - [Cloud-Native Storage](#cloud-native-storage) + - [IBM Spectrum Scale Integration](#ibm-spectrum-scale-integration) + - [IBM Storage Systems](#ibm-storage-systems) - [Enterprise Mainframe](#enterprise-mainframe) - [Bare Metal Installation](#bare-metal-installation) - [Deployment Experience](#deployment-experience) @@ -42,19 +45,19 @@ #### General Reference + - [IBM API Connect](https://www.ibm.com/docs/en/api-connect) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ibm.com in the Kubernetes Tools ecosystem. - [Red Hat OpenShift on IBM Cloud](https://www.ibm.com/solutions/cloud/openshift) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ibm.com in the Kubernetes Tools ecosystem. - [IBM Knowledge Center 🌟](https://www.ibm.com/docs/en) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ibm.com in the Kubernetes Tools ecosystem. - - [IBM API Connect](https://www.ibm.com/docs/en/api-connect) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ibm.com in the Kubernetes Tools ecosystem. - [IBM Knowledge Center: IBM Cloud Pak for Multicloud Management](https://www.ibm.com/docs/en/cloud-paks/cp-management) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ibm.com in the Kubernetes Tools ecosystem. - [IBM Cloud Pak Playbook](https://cloudpak8s.io/apps/cp4a_overview) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook in the Kubernetes Tools ecosystem. - - [IBM Cloud Pak Playbook: cloudpak8s.io](https://cloudpak8s.io) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem. - [IBM Vault 2.0 UI Enhancements and Reporting Improvements](https://t.co/cvOceuueCF) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Vault 2.0 UI Enhancements and Reporting Improvements in the Kubernetes Tools ecosystem. - - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. - [reuters.com: IBM to break up 109-year old company to focus on cloud growth' 🌟](https://www.reuters.com/article/us-ibm-divestiture/ibm-to-break-up-109-year-old-company-to-focus-on-cloud-growth-idUSKBN26T1TZ) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reuters.com: IBM to break up 109-year old company to focus on cloud growth' 🌟 in the Kubernetes Tools ecosystem. - [WebSphere Liberty](https://developer.ibm.com/wasdev) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering WebSphere Liberty in the Kubernetes Tools ecosystem. - [Download WAS Liberty](https://developer.ibm.com/wasdev/downloads) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Download WAS Liberty in the Kubernetes Tools ecosystem. + - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. - [OpenShift Container Platform 4.2. Installing on IBM Z (html)](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/installing_on_ibm_z) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift Container Platform 4.2. Installing on IBM Z (html) in the Kubernetes Tools ecosystem. - [OpenShift Container Platform 4.2. Installing on IBM Z (pdf)](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/pdf/installing_on_ibm_z) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift Container Platform 4.2. Installing on IBM Z (pdf) in the Kubernetes Tools ecosystem. + - [IBM Cloud Pak Playbook: cloudpak8s.io](https://cloudpak8s.io) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem. - [medium.com/search?q=cp4mcm](https://medium.com/search?q=cp4mcm) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/search?q=cp4mcm in the Kubernetes Tools ecosystem. - [medium: tagged/cp4mcm](https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/tagged/cp4mcm) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: tagged/cp4mcm in the Kubernetes Tools ecosystem. ## Cloud-Native Java @@ -74,6 +77,14 @@ - **(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 @@ -118,5 +129,5 @@ - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md) +πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md) diff --git a/v2-docs/interview-questions.md b/v2-docs/interview-questions.md index ab175493..893a9518 100644 --- a/v2-docs/interview-questions.md +++ b/v2-docs/interview-questions.md @@ -260,5 +260,5 @@ - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md) +πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md) diff --git a/v2-docs/introduction.md b/v2-docs/introduction.md index 0ce72183..97e4dcfe 100644 --- a/v2-docs/introduction.md +++ b/v2-docs/introduction.md @@ -32,8 +32,6 @@ - [Technical Debt](#technical-debt) - [Microservices](#microservices-1) - [Orchestration](#orchestration) - - [Web Applications](#web-applications) - - [Enterprise Patterns](#enterprise-patterns) 1. [Architecture Patterns](#architecture-patterns) - [Microservices](#microservices-2) - [Cloud-Native Infrastructure](#cloud-native-infrastructure) @@ -84,6 +82,7 @@ - [Hybrid and Private Cloud](#hybrid-and-private-cloud) - [High Availability](#high-availability) - [Core Patterns](#core-patterns) + - [Multi-Region Deployments](#multi-region-deployments) - [Market Trends](#market-trends-1) - [Open Source Business Models](#open-source-business-models) - [Migration and Modernization](#migration-and-modernization) @@ -95,6 +94,8 @@ - [Architecture Designs](#architecture-designs) - [Architecture Planning](#architecture-planning) - [Business Drivers](#business-drivers) + - [Storage and Hybrid Systems](#storage-and-hybrid-systems) + - [Topology Comparison](#topology-comparison) 1. [Cloud Infrastructure](#cloud-infrastructure) - [Automation](#automation) - [Concepts](#concepts) @@ -106,9 +107,6 @@ - [Container Patterns](#container-patterns) - [OpenShift](#openshift) - [OpenShift Comparison](#openshift-comparison) -1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration) - - [Public Cloud Administration](#public-cloud-administration) - - [AWS Fundamentals](#aws-fundamentals) 1. [Cloud Native and Kubernetes Core](#cloud-native-and-kubernetes-core) - [Business Value and ROI](#business-value-and-roi) - [Operational Automation](#operational-automation) @@ -433,11 +431,6 @@ graph TD #### Orchestration - **(2021)** [stackoverflow.blog: Using Kubernetes to rethink your system architecture and ease technical debt 🌟](https://stackoverflow.blog/2021/05/19/rethinking-system-architecture-can-kubernetes-help-to-solve-rewrite-anxiety) 🌟 [LEGACY] β€” Discusses utilizing a migration to Kubernetes as a strategic catalyst to refactor legacy monoliths. Reorganizes monolithic systems into decoupled containers, successfully lowering long-term architectural tech debt. -### Web Applications - -#### Enterprise Patterns - - - **(2025)** [Enterprise Web App Patterns - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview) [NONE CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Production-proven patterns and implementation pathways from the Azure Architecture Center. Establishes migration guidelines for modernizing monolithic applications into elastic web architectures. ## Architecture Patterns ### Microservices (2) @@ -609,6 +602,13 @@ 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 @@ -658,6 +658,15 @@ 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 @@ -689,13 +698,6 @@ graph TD - **(2021)** [phoenixnap.com: Kubernetes vs OpenShift: Key Differences Compared 🌟](https://phoenixnap.com/blog/openshift-vs-kubernetes) [COMMUNITY-TOOL] β€” Breaks down core differences between vanilla Kubernetes and Red Hat OpenShift, evaluating deployment mechanics, security configurations (SCC vs RBAC), built-in routing, out-of-the-box monitoring, and support models. - **(2021)** [simplilearn.com: Understanding The Difference Between Kubernetes Vs. Openshift](https://www.simplilearn.com/kubernetes-vs-openshift-article) [COMMUNITY-TOOL] β€” An educational comparison detailing the architectural boundaries of Kubernetes and OpenShift. Explores developer workflows, installation processes, built-in CI/CD pipelines, and licensing structures. - **(2019)** [spec-india.com: Kubernetes VS Openshift (July 23rd 2019)](https://www.spec-india.com/blog) [COMMUNITY-TOOL] β€” Compares upstream open-source Kubernetes with Red Hat OpenShift. Focuses on user-interface options, CLI differences, security policies, image registry capabilities, and integrated CI/CD toolchain setups in enterprise deployments. -## Cloud Infrastructure and Orchestration - -### Public Cloud Administration - -#### AWS Fundamentals - - - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [SPANISH CONTENT] [COMMUNITY-TOOL] β€” Comprehensive Spanish instructional syllabus targeting the AWS Certified Cloud Practitioner domain. Details key global infrastructure components, core services (EC2, S3, RDS, VPC), billing architectures, and foundational security frameworks. ## Cloud Native and Kubernetes Core ### Business Value and ROI @@ -714,6 +716,11 @@ graph TD #### 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. + ??? note "weave.works: What is a Kubernetes Cluster? 🌟" **[Access Resource](https://www.weave.works/blog/kubernetes-cluster)** 🌟🌟🌟🌟 | Level: Beginner @@ -1080,8 +1087,8 @@ graph TD - [ringcentral.co.uk: Software as a Service (SaaS)](https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ringcentral.com in the Kubernetes Tools ecosystem. - [ringcentral.co.uk: Cloud Management 🌟](https://www.ringcentral.com/gb/en/blog/definitions/cloud-management) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.ringcentral.com in the Kubernetes Tools ecosystem. - [Kelsey Hightower Fireside Chat: An Unconventional Path to IT and Some Life Advice](https://www.hashicorp.com/resources/kelsey-hightower-fireside-chat-an-unconventional-path-to-it-and-some-life-advice) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.hashicorp.com in the Kubernetes Tools ecosystem. - - [levelup.gitconnected.com: How to design a system to scale to your first' 100 million users](https://levelup.gitconnected.com/how-to-design-a-system-to-scale-to-your-first-100-million-users-4450a2f9703d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: How to design a system to scale to your first' 100 million users in the Kubernetes Tools ecosystem. - [medium.com/javarevisited: Microservices communication using gRPC Protocol](https://medium.com/javarevisited/microservices-communication-using-grpc-protocol-dc3a2f8b648d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/javarevisited: Microservices communication using gRPC Protocol== in the Kubernetes Tools ecosystem. + - [levelup.gitconnected.com: How to design a system to scale to your first' 100 million users](https://levelup.gitconnected.com/how-to-design-a-system-to-scale-to-your-first-100-million-users-4450a2f9703d) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: How to design a system to scale to your first' 100 million users in the Kubernetes Tools ecosystem. - [Monolithic versus Microservice architecture](https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-architecture) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Monolithic versus Microservice architecture in the Kubernetes Tools ecosystem. - [cncf.io: Top 7 challenges to becoming cloud native](https://www.cncf.io/blog/2020/09/15/top-7-challenges-to-becoming-cloud-native) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Top 7 challenges to becoming cloud native in the Kubernetes Tools ecosystem. - [techrepublic.com: Kubernetes will deliver the app store experience for enterprise' software, says Weaveworks CEO](https://www.techrepublic.com/article/kubernetes-will-deliver-the-app-store-experience-for-enterprise-software-says-weaveworks-ceo) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering techrepublic.com: Kubernetes will deliver the app store experience for enterprise' software, says Weaveworks CEO in the Kubernetes Tools ecosystem. @@ -1622,5 +1629,5 @@ 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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md) +πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) diff --git a/v2-docs/istio.md b/v2-docs/istio.md index 9e42e245..aa14502b 100644 --- a/v2-docs/istio.md +++ b/v2-docs/istio.md @@ -18,6 +18,7 @@ - [Data Plane](#data-plane) - [API Gateway](#api-gateway) - [Installation](#installation) + - [Proxy](#proxy) - [Multi-Cluster](#multi-cluster) - [Automation](#automation) - [Service Mesh](#service-mesh-1) @@ -144,6 +145,9 @@ #### 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 @@ -209,6 +213,7 @@ #### Tutorials - **(2022)** [freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices 🌟](https://www.freecodecamp.org/news/learn-istio-manage-microservices) [COMMUNITY-TOOL] β€” A structured, end-to-end tutorial designed to teach engineers how to deploy, monitor, and secure microservices using Istio. Covers key topics including canary releases, distributed tracing integration, and mutual TLS configuration. + - **(2022)** [Implementing Istio From Start To Finish](https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish) [COMMUNITY-TOOL] β€” A comprehensive implementation roadmap designed to guide engineering teams through the planning, deployment, and optimization stages of building an enterprise-grade Istio platform from the ground up. #### gRPC - **(2021)** [useanvil.com: Load balancing gRPC in Kubernetes with Istio](https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio) [COMMUNITY-TOOL] β€” Explains why traditional L4 Kubernetes service proxies fail to properly distribute traffic for HTTP/2-based gRPC connections. Details how Istio acts at Layer 7 to intelligently resolve multiplexed gRPC endpoints and distribute load evenly across backend pods. @@ -296,6 +301,7 @@ #### 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 (1) - **(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. @@ -309,6 +315,7 @@ #### 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. @@ -325,5 +332,5 @@ - **(2020)** [github.com/askmeegs/learn-istio 🌟](https://github.com/askmeegs/learn-istio) [SHELL CONTENT] [LEGACY] β€” An educational repository featuring early-day tutorials and configurations for learning Istio concepts. Currently archived/unmaintained, functioning primarily as a legacy resource. --- -πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md) +πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Web Servers](./web-servers.md) | [Caching](./caching.md) diff --git a/v2-docs/java-and-java-performance-optimization.md b/v2-docs/java-and-java-performance-optimization.md index f606a39a..1baa16b0 100644 --- a/v2-docs/java-and-java-performance-optimization.md +++ b/v2-docs/java-and-java-performance-optimization.md @@ -11,6 +11,10 @@ 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) +1. [CICD Pipelines](#cicd-pipelines) + - [Jenkins Management](#jenkins-management) + - [Infrastructure Upgrades](#infrastructure-upgrades) + - [JVM Performance Tuning](#jvm-performance-tuning) 1. [Cloud Native Infrastructure](#cloud-native-infrastructure) - [Kubernetes](#kubernetes) - [Containerized JVM Tuning](#containerized-jvm-tuning) @@ -69,10 +73,10 @@ - [geekflare.com: What is Thread Dump and How to Analyze them? 🌟](https://geekflare.com/dev/generate-analyze-thread-dumps) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem. - [On heap vs off heap memory usage](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 refcard: Java Caching](https://dzone.com/refcardz/java-caching) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone refcard: Java Caching in the Kubernetes Tools ecosystem. - [DZone: Performance Improvement in Java Applications: ORM/JPA 🌟](https://dzone.com/articles/performance-improvement-in-java-applications-orm-j) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: Performance Improvement in Java Applications: ORM/JPA 🌟 in the Kubernetes Tools ecosystem. - [DZone: The JVM Architecture Explained 🌟](https://dzone.com/articles/jvm-architecture-explained) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: The JVM Architecture Explained 🌟 in the Kubernetes Tools ecosystem. - [DZone: How to Troubleshoot Sudden CPU Spikes](https://dzone.com/articles/troubleshoot-sudden-cpu-spikes) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone: How to Troubleshoot Sudden CPU Spikes in the Kubernetes Tools ecosystem. - - [DZone refcard: Java Caching](https://dzone.com/refcardz/java-caching) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DZone refcard: Java Caching in the Kubernetes Tools ecosystem. - [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. - [dzone.com: Flight Recorder: Examining Java and Kotlin Apps](https://dzone.com/articles/flight-recorder-examining-java-and-kotlin-apps) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: Flight Recorder: Examining Java and Kotlin Apps in the Kubernetes Tools ecosystem. - [medium: How to reduce your JVM app memory footprint in Docker and Kubernetes' 🌟](https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-in-docker-and-kubernetes-d6e030d21298) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: How to reduce your JVM app memory footprint in Docker and Kubernetes' 🌟 in the Kubernetes Tools ecosystem. @@ -95,6 +99,16 @@ - [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. - [Hazelcast JET](https://jet-start.sh) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Hazelcast JET in the Kubernetes Tools ecosystem. +## CICD 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. ## Cloud Native Infrastructure ### Kubernetes @@ -234,5 +248,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/java_app_servers.md b/v2-docs/java_app_servers.md index 43172514..dbd95212 100644 --- a/v2-docs/java_app_servers.md +++ b/v2-docs/java_app_servers.md @@ -11,10 +11,6 @@ 1. [Architectural Foundations](#architectural-foundations) - [Kubernetes Tools](#kubernetes-tools) - [General Reference](#general-reference) -1. [Cloud DevOps](#cloud-devops) - - [CI-CD Pipelines](#ci-cd-pipelines) - - [Build Environments](#build-environments) - - [Runtime Configuration](#runtime-configuration) 1. [Cloud-Native Java](#cloud-native-java) - [Runtimes](#runtimes) - [Payara Micro](#payara-micro) @@ -35,21 +31,12 @@ #### General Reference + - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. - [wikipedia: Jakarta EE](https://en.wikipedia.org/wiki/Jakarta_EE) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: Jakarta EE in the Kubernetes Tools ecosystem. - [Wikipedia: Payara Server](https://en.wikipedia.org/wiki/Payara_Server) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: Payara Server in the Kubernetes Tools ecosystem. - [Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen](https://dzone.com/articles/getting-started-with-java-ee-8-payara-5-and-eclips) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen in the Kubernetes Tools ecosystem. - [Red Hat JBoss Enterprise Application Platform (JBoss EAP)](https://developers.redhat.com/products/eap/overview) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Red Hat JBoss Enterprise Application Platform (JBoss EAP) in the Kubernetes Tools ecosystem. - [Dzone: Jakarta EE & Wildfly Running on Kubernetes](https://dzone.com/articles/jakarta-ee-amp-wildfly-running-on-kubernetes) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Jakarta EE & Wildfly Running on Kubernetes in the Kubernetes Tools ecosystem. - - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. -## Cloud DevOps - -### CI-CD Pipelines - -#### Build Environments - -##### Runtime Configuration - - - **(2025)** [Install Java 23 in an Azure DevOps Pipeline](https://www.returngis.net/2025/02/como-instalar-java-23-en-una-pipeline-de-azure-devops) [SPANISH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Demonstrates how to dynamically install Java 23 onto Azure DevOps pipeline agents using automated setup tasks. In 2026, using localized runtime installation tasks is preferred over relying on pre-baked VM images, allowing pipelines to remain flexible and easily adapt to new framework versions. ## Cloud-Native Java ### Runtimes @@ -85,5 +72,5 @@ - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) +πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md) diff --git a/v2-docs/java_frameworks.md b/v2-docs/java_frameworks.md index e62d7444..a08fd575 100644 --- a/v2-docs/java_frameworks.md +++ b/v2-docs/java_frameworks.md @@ -34,6 +34,7 @@ - [Inner Loop](#inner-loop) - [Kubernetes CLI](#kubernetes-cli) - [Manifest Generation](#manifest-generation) + - [Maven Integration](#maven-integration) - [Orchestration Tooling](#orchestration-tooling) - [Observability](#observability) - [Logging](#logging-1) @@ -105,6 +106,8 @@ - [Documentation](#documentation) - [Javadoc](#javadoc) 1. [Kubernetes and Cloud Native](#kubernetes-and-cloud-native) + - [CICD](#cicd) + - [Dockerization](#dockerization) - [Microservices](#microservices-1) - [Best Practices](#best-practices) - [Observability](#observability-1) @@ -203,11 +206,10 @@ #### General Reference - [Spring Cloud Kubernetes](https://spring.io/projects/spring-cloud/-kubernetes) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering spring.io in the Kubernetes Tools ecosystem. - - [It’s time! Migrating to Java 11 🌟](https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering It’s time! Migrating to Java 11 🌟 in the Kubernetes Tools ecosystem. - - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty 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. - - [wikipedia: Java Enterprise Edition (Java EE)](https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: Java Enterprise Edition (Java EE) 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. + - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering About WebSphere Liberty in the Kubernetes Tools ecosystem. + - [wikipedia: Java Enterprise Edition (Java EE)](https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: Java Enterprise Edition (Java EE) in the Kubernetes Tools ecosystem. - [medium.com/@javachampions : Java is still free](https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@javachampions : Java is still free 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. @@ -216,6 +218,7 @@ - [betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It](https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it-dcbf64a17b53) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It in the Kubernetes Tools ecosystem. - [medium.com/javarevisited: Do you know about the different microservices' frameworks for Java? 🌟](https://medium.com/javarevisited/do-you-know-about-the-different-microservices-frameworks-for-java-90b61f8cdbd7) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: Do you know about the different microservices' frameworks for Java? 🌟 in the Kubernetes Tools ecosystem. - [IBM JDK](https://developer.ibm.com/javasdk) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM JDK in the Kubernetes Tools ecosystem. + - [It’s time! Migrating to Java 11 🌟](https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering It’s time! Migrating to Java 11 🌟 in the Kubernetes Tools ecosystem. - [Eclipse MicroProfile: 5 Things You Need to Know 🌟](https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e7a0bc9a3fb6) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Eclipse MicroProfile: 5 Things You Need to Know 🌟 in the Kubernetes Tools ecosystem. - [medium: Multi-Tenancy Implementation using Spring Boot + Hibernate 🌟](https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium: Multi-Tenancy Implementation using Spring Boot + Hibernate== 🌟 in the Kubernetes Tools ecosystem. - [stackoverflow.com: How to map a MySQL JSON column to a Java entity property' using JPA and Hibernate](https://stackoverflow.com/questions/44308167/how-to-map-a-mysql-json-column-to-a-java-entity-property-using-jpa-and-hibernate) [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackoverflow.com: How to map a MySQL JSON column to a Java entity property' using JPA and Hibernate in the Kubernetes Tools ecosystem. @@ -297,6 +300,9 @@ #### 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. @@ -500,6 +506,11 @@ - **(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.
 ## Kubernetes and Cloud Native
 
+### CICD
+
+#### 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
@@ -625,6 +636,7 @@
 #### 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.
@@ -755,5 +767,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/javascript.md b/v2-docs/javascript.md
index 69b70fe8..e7ceb5ae 100644
--- a/v2-docs/javascript.md
+++ b/v2-docs/javascript.md
@@ -149,5 +149,5 @@
   - **(2009)** [==github.com/nodejs/node==](https://github.com/nodejs/node) ⭐ 117761  [C++ CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Core development branch of the Node.js runtime. Details foundational V8 updates, event loop mechanics (libuv integration), core module performance tweaks, and security updates essential for server-side architectures.
 
 ---
-πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/jenkins-alternatives.md b/v2-docs/jenkins-alternatives.md
index 6dfadfc7..e8ce6f0a 100644
--- a/v2-docs/jenkins-alternatives.md
+++ b/v2-docs/jenkins-alternatives.md
@@ -14,22 +14,10 @@
 1. [CICD Pipeline](#cicd-pipeline)
   - [OpenShift and JFrog](#openshift-and-jfrog)
     - [DevOps Integrations](#devops-integrations)
-  - [Pipeline Automation](#pipeline-automation)
-    - [JFrog Pipelines](#jfrog-pipelines)
-1. [Cloud Infrastructure](#cloud-infrastructure)
-  - [AWS Ecosystem](#aws-ecosystem)
-    - [Cloud Services](#cloud-services)
-  - [Azure Ecosystem](#azure-ecosystem)
-    - [Platform Services](#platform-services)
 1. [Continuous Delivery](#continuous-delivery)
   - [CI-CD Pipelines](#ci-cd-pipelines)
     - [GitHub Actions](#github-actions)
 1. [Deployment and Delivery](#deployment-and-delivery)
-  - [Application Delivery](#application-delivery)
-    - [Waypoint](#waypoint)
-  - [CICD and Delivery](#cicd-and-delivery)
-    - [Industry Reports](#industry-reports)
-    - [Self-Hosted Runners](#self-hosted-runners)
   - [CICD Engines](#cicd-engines)
     - [Local Execution](#local-execution)
   - [CICD Orchestration](#cicd-orchestration)
@@ -46,14 +34,9 @@
     - [Multi-Cloud Continuous Delivery](#multi-cloud-continuous-delivery)
     - [Spinnaker Architectures](#spinnaker-architectures)
 1. [DevOps](#devops)
-  - [CI-CD Platforms](#ci-cd-platforms)
-    - [Tooling](#tooling)
   - [Container Orchestration](#container-orchestration)
     - [CICD Libraries](#cicd-libraries)
-    - [Self-Hosted Runners](#self-hosted-runners-1)
-  - [Continuous Delivery](#continuous-delivery-1)
-    - [Spinnaker Setup](#spinnaker-setup)
-      - [Git Integration](#git-integration)
+    - [Self-Hosted Runners](#self-hosted-runners)
 1. [DevSecOps](#devsecops)
   - [CICD Pipelines](#cicd-pipelines)
     - [Tekton Pipelines](#tekton-pipelines)
@@ -68,27 +51,23 @@
     - [Enterprise DevOps](#enterprise-devops)
     - [Jenkins Alternatives](#jenkins-alternatives)
     - [Tool Comparison](#tool-comparison-1)
+  - [Enterprise DevOps](#enterprise-devops-1)
+    - [Release Orchestration](#release-orchestration)
 1. [Infrastructure](#infrastructure)
   - [CI-CD](#ci-cd)
     - [Kubernetes-Native CI](#kubernetes-native-ci-1)
 1. [Kubernetes and Container Orchestration](#kubernetes-and-container-orchestration)
   - [Platform Engineering](#platform-engineering)
     - [AppOps and GitOps](#appops-and-gitops)
-1. [Kubernetes Developer Experience](#kubernetes-developer-experience)
-  - [Inner-Loop Automation](#inner-loop-automation)
-    - [Skaffold](#skaffold)
 1. [MLOps](#mlops)
   - [Kubernetes](#kubernetes)
     - [Kubeflow](#kubeflow)
-1. [Orchestration and Packaging](#orchestration-and-packaging)
-  - [Cloud-Native Delivery](#cloud-native-delivery-1)
-    - [Keptn](#keptn)
 1. [Platform Architecture](#platform-architecture)
   - [CICD](#cicd)
     - [Tekton Pipelines](#tekton-pipelines-1)
 1. [Software Delivery](#software-delivery)
   - [Artifact Management](#artifact-management)
-    - [Enterprise DevOps](#enterprise-devops-1)
+    - [Enterprise DevOps](#enterprise-devops-2)
   - [Automated Testing](#automated-testing)
     - [Database Integration](#database-integration)
   - [CI-CD Pipelines](#ci-cd-pipelines-1)
@@ -97,11 +76,11 @@
     - [Declarative Architectures](#declarative-architectures)
     - [Declarative Templates](#declarative-templates)
     - [Pipeline Control](#pipeline-control)
-  - [CI-CD Platforms](#ci-cd-platforms-1)
+  - [CI-CD Platforms](#ci-cd-platforms)
     - [Container-Native CI](#container-native-ci-1)
     - [Dynamic Execution](#dynamic-execution)
     - [Enterprise Continuous Delivery](#enterprise-continuous-delivery)
-    - [Enterprise DevOps](#enterprise-devops-2)
+    - [Enterprise DevOps](#enterprise-devops-3)
     - [Enterprise Suites](#enterprise-suites)
     - [Kubernetes Onboarding](#kubernetes-onboarding)
     - [Legacy Automation](#legacy-automation)
@@ -117,7 +96,7 @@
     - [Runner Utilities](#runner-utilities)
   - [GitOps](#gitops)
     - [ArgoCD Enterprise](#argocd-enterprise)
-  - [Release Orchestration](#release-orchestration)
+  - [Release Orchestration](#release-orchestration-1)
     - [Enterprise Deployment](#enterprise-deployment)
     - [Infrastructure as Code](#infrastructure-as-code-1)
     - [SDKs](#sdks)
@@ -153,23 +132,6 @@
 #### 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.
-## 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.
-### Azure Ecosystem
-
-#### Platform Services
-
-  - **(2026)** [Azure DevOps 🌟](https://azure.microsoft.com/en-us/products/devops) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Microsoft's enterprise-grade platform offering Boards, Pipelines, Repos, Test Plans, and Artifacts. Curator insights highlight its deep integration with corporate AD and Azure cloud services. Live enterprise architecture evaluations show that despite the rising popularity of GitHub Enterprise, Azure DevOps remains highly dominant in massive corporate ecosystems due to its robust work-item tracking and compliance engines.
 ## Continuous Delivery
 
 ### CI-CD Pipelines
@@ -179,19 +141,6 @@
   - **(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 and Delivery
-
-#### Industry Reports
-
-  - **(2024)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines)  [CASE STUDY] [COMMUNITY-TOOL] β€” An industry analyst review of enterprise CI/CD solutions. Highlights the positioning of systems like JFrog Pipelines on parameters including multi-cloud portability, automated governance, secure distribution, and hybrid scalability.
-#### 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.
 ### CICD Engines
 
 #### Local Execution
@@ -214,6 +163,7 @@
 #### 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)** [cloudbees.com: what is jenkins-x](https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly)  [CASE STUDY] [COMMUNITY-TOOL] β€” A foundational whitepaper exploring Jenkins X as a cloud-native re-architecture of traditional Jenkins patterns. Focuses on its dependency on Tekton for containerized build pipelines and its adoption of GitOps as the definitive state mechanism.
   - **(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.
@@ -240,26 +190,14 @@
   - **(2021)** [Deploy Spinnaker CD Pipelines in Kubernetes](https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A step-by-step configuration guide illustrating Spinnaker deployment within a target Kubernetes cluster using the Spinnaker Operator. Outlines how to define cloud providers and manage internal persistence layers for pipeline reliability.
 ## DevOps
 
-### CI-CD Platforms
-
-#### Tooling
-
-  - **(2021)** [devops.com: 7 Popular Open Source CI/CD Tools](https://devops.com/7-popular-open-source-ci-cd-tools)  [COMMUNITY-TOOL] β€” Compares seven dominant open-source CI/CD frameworks, assessing execution speed, plugin ecosystems, maintenance overhead, and architectural fitness for hybrid and Kubernetes configurations.
 ### Container Orchestration
 
 #### CICD Libraries
 
   - **(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 (1)
+#### Self-Hosted Runners
 
   - **(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 Pipelines
@@ -300,6 +238,11 @@
   - **(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.
+### Enterprise DevOps (1)
+
+#### Release Orchestration
+
+  - **(2026)** [Cloudbees Flow](https://www.cloudbees.com/capabilities/continuous-delivery) [AGNOSTIC CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An enterprise-grade release orchestration and continuous delivery platform. It automates complex, multi-tiered deployments across hybrid architectures (including on-premises VM farms, mainframes, and Kubernetes), providing compliance auditing, unified pipeline visualization, and deployment metrics.
 ## Infrastructure
 
 ### CI-CD
@@ -314,13 +257,6 @@
 #### 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
@@ -328,13 +264,6 @@
 #### 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)
-
-#### Keptn
-
-  - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) [SPANISH CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Nubenetes architectural reference on Keptn, a CNCF enterprise-grade control plane for cloud-native application lifecycle orchestration. Integrates SLO-based evaluations, automated canary promotions, and zero-touch application remediation out of the box.
 ## Platform Architecture
 
 ### CICD
@@ -346,7 +275,7 @@
 
 ### Artifact Management
 
-#### Enterprise DevOps (1)
+#### Enterprise DevOps (2)
 
   - **(2026)** [jfrog.com: JFrog DevOps Platform](https://jfrog.com/platform) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A unified DevOps platform focusing on secure package management, continuous vulnerability scanning, and automated compilation. Acts as the single point of truth for container artifacts across distributed multi-cluster deployments.
 ### Automated Testing
@@ -371,7 +300,7 @@
 #### Pipeline Control
 
   - **(2026)** [Adding approval jobs to your CI pipeline](https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline)  [COMMUNITY-TOOL] β€” A practical technical guide demonstrating the design of manual validation gates in automated pipelines. Outlines strategies to securely pause deployment execution before promoting artifacts into mission-critical target environments.
-### CI-CD Platforms (1)
+### CI-CD Platforms
 
 #### Container-Native CI (1)
 
@@ -382,7 +311,7 @@
 #### Enterprise Continuous Delivery
 
   - **(2026)** [harness.io](https://www.harness.io) [JAVA CONTENT]  [LEGACY] β€” An enterprise software delivery platform featuring AI/ML-driven automated canary deployments and rollbacks. Leveraging intelligent cloud-autostopping rules, it dynamically scales down idle Kubernetes-native resources to curb compute overhead, while integrating seamlessly with legacy Jenkins workloads through Helm pipelines.
-#### Enterprise DevOps (2)
+#### Enterprise DevOps (3)
 
   - **(2026)** [Atlassian CI/CD](https://www.atlassian.com/continuous-delivery) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Atlassian's comprehensive continuous delivery paradigm. Discusses architectural patterns of connecting code repositories, ticket tracking engines, and automated execution agents to provide a unified software lifecycle metrics loop.
   - **(2026)** [Bamboo](https://www.atlassian.com/software/bamboo) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” Atlassian's classic on-premises CI/CD server. Featuring tight, direct links to Jira and Bitbucket repositories, Bamboo maps sophisticated deployment workflows and releases, although it carries higher VM-management overhead relative to container-native tools.
@@ -434,7 +363,7 @@
 #### ArgoCD Enterprise
 
   - **(2026)** [Codefresh](https://octopus.com/codefresh) [GO CONTENT]  [COMMUNITY-TOOL] β€” An enterprise GitOps and progressive delivery platform built entirely on Argo CD and Argo Rollouts (acquired by Octopus Deploy). Provides centralized, multi-cluster deployment visibility, automated release analytics, and advanced deployment strategies (Canary, Blue/Green) within Kubernetes topologies.
-### Release Orchestration
+### Release Orchestration (1)
 
 #### Enterprise Deployment
 
@@ -453,5 +382,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md)
 
diff --git a/v2-docs/jenkins.md b/v2-docs/jenkins.md
index 6a120e59..924fd8b9 100644
--- a/v2-docs/jenkins.md
+++ b/v2-docs/jenkins.md
@@ -51,25 +51,16 @@
     - [Migration Utilities](#migration-utilities)
   - [Artifact Management](#artifact-management)
     - [Build Dependencies](#build-dependencies)
-  - [Automation](#automation-1)
-    - [Deployment Tools](#deployment-tools)
-    - [Jenkins Integration](#jenkins-integration)
   - [Build Tools](#build-tools)
     - [Maven](#maven)
   - [Containers](#containers-1)
     - [Docker Integration](#docker-integration)
-  - [Industry Analysis](#industry-analysis)
-    - [DevOps Trends](#devops-trends)
   - [Jenkins](#jenkins-1)
     - [Reporting Plugins](#reporting-plugins)
   - [Kubernetes and Cloud](#kubernetes-and-cloud)
     - [CLI Integrations](#cli-integrations)
     - [Cloud VM Agents](#cloud-vm-agents)
     - [OpenShift Integration](#openshift-integration)
-  - [OpenShift](#openshift)
-    - [CLI Tools](#cli-tools)
-    - [Pipelines](#pipelines)
-    - [Synchronization](#synchronization)
   - [Pipeline Definition](#pipeline-definition)
     - [Declarative Alternatives](#declarative-alternatives)
   - [Quality Assurance](#quality-assurance)
@@ -159,9 +150,6 @@
     - [Docker Integration](#docker-integration-2)
   - [Enterprise Integrations](#enterprise-integrations)
     - [SAP Automation](#sap-automation)
-  - [Jenkins Management](#jenkins-management)
-    - [Infrastructure Upgrades](#infrastructure-upgrades)
-    - [JVM Performance Tuning](#jvm-performance-tuning)
   - [Job Triggering](#job-triggering)
     - [Cron Scheduling](#cron-scheduling)
   - [Pipeline Patterns](#pipeline-patterns)
@@ -174,9 +162,6 @@
     - [Access Management](#access-management)
     - [Credentials Binding](#credentials-binding)
     - [Secrets Management](#secrets-management)
-1. [Cloud Computing](#cloud-computing)
-  - [AWS](#aws)
-    - [Community Learning](#community-learning)
 1. [Cloud Integration](#cloud-integration)
   - [Artifact Storage](#artifact-storage)
     - [Azure Integration](#azure-integration)
@@ -185,24 +170,18 @@
 1. [Cloud Native](#cloud-native)
   - [AWS EKS](#aws-eks)
     - [Cluster Provisioning](#cluster-provisioning)
-  - [Application Delivery](#application-delivery)
-    - [Package Management](#package-management)
-      - [Introductory](#introductory)
-  - [Continuous Integration](#continuous-integration)
-    - [CI-CD Pipelines](#ci-cd-pipelines)
-      - [Red Hat OpenShift](#red-hat-openshift)
 1. [Community](#community)
   - [Resources](#resources)
     - [Brand and Design](#brand-and-design)
     - [Infrastructure Issues](#infrastructure-issues)
 1. [Continuous Delivery](#continuous-delivery)
-  - [CI-CD Pipelines](#ci-cd-pipelines-1)
+  - [CI-CD Pipelines](#ci-cd-pipelines)
     - [Jenkins Ecosystem](#jenkins-ecosystem)
   - [Enterprise Orchestration](#enterprise-orchestration)
     - [CD Engines](#cd-engines)
   - [Security](#security-1)
     - [Jenkins Vulnerabilities](#jenkins-vulnerabilities)
-1. [Continuous Integration](#continuous-integration-1)
+1. [Continuous Integration](#continuous-integration)
   - [Build Configuration](#build-configuration)
     - [Dynamic Parameters](#dynamic-parameters)
     - [Integration Parameter](#integration-parameter)
@@ -210,10 +189,7 @@
     - [UI Components](#ui-components)
   - [Build Verification](#build-verification)
     - [Log Analysis](#log-analysis)
-  - [Jenkins](#jenkins-2)
-    - [Ansible Integration](#ansible-integration)
-    - [Automation Server](#automation-server)
-  - [Pipelines](#pipelines-1)
+  - [Pipelines](#pipelines)
     - [Utility Steps](#utility-steps)
   - [Pull Request Lifecycle](#pull-request-lifecycle)
     - [Monitoring](#monitoring)
@@ -230,14 +206,6 @@
     - [Pipeline Editor](#pipeline-editor)
     - [REST Integration](#rest-integration)
     - [Visualization](#visualization)
-1. [Continuous Integration and Delivery](#continuous-integration-and-delivery)
-  - [Cloud Native CI-CD](#cloud-native-ci-cd)
-    - [Hybrid Integration](#hybrid-integration)
-1. [Deployment and Delivery](#deployment-and-delivery)
-  - [CICD and Delivery](#cicd-and-delivery)
-    - [Jenkins](#jenkins-3)
-  - [CICD Platforms](#cicd-platforms)
-    - [Kubernetes-Native CI](#kubernetes-native-ci)
 1. [DevOps](#devops)
   - [Infrastructure as Code](#infrastructure-as-code)
     - [Jenkins Configuration as Code](#jenkins-configuration-as-code)
@@ -245,16 +213,9 @@
   - [Pipeline Execution Engine](#pipeline-execution-engine)
     - [Groovy CPS](#groovy-cps)
       - [Continuation Passing Style](#continuation-passing-style)
-      - [JobDSL API Reference](#jobdsl-api-reference)
 1. [DevSecOps](#devsecops)
   - [CICD Pipelines](#cicd-pipelines-1)
     - [Jenkins Automation](#jenkins-automation)
-1. [DevSecOps and Automation](#devsecops-and-automation)
-  - [Jenkins-based CI-CD](#jenkins-based-ci-cd)
-    - [Jenkins Basics](#jenkins-basics)
-1. [DevSecOps and Registry](#devsecops-and-registry)
-  - [Java Tools](#java-tools)
-    - [Gradle Reference](#gradle-reference)
 1. [Frameworks and Ecosystem](#frameworks-and-ecosystem)
   - [Community Presentations](#community-presentations)
     - [Developer Training](#developer-training)
@@ -262,9 +223,6 @@
     - [Build Automation](#build-automation)
     - [Dependency Management](#dependency-management)
     - [Plugin Guides](#plugin-guides)
-1. [GitOps and CICD](#gitops-and-cicd)
-  - [Enterprise DevOps](#enterprise-devops)
-    - [Release Orchestration](#release-orchestration)
 1. [Hybrid Infrastructure](#hybrid-infrastructure)
   - [Auto-scaling](#auto-scaling)
     - [AWS Fleet Orchestration](#aws-fleet-orchestration)
@@ -299,7 +257,7 @@
 1. [Infrastructure and DevOps](#infrastructure-and-devops)
   - [CI-CD Concepts](#ci-cd-concepts)
     - [Dockerized Jenkins](#dockerized-jenkins)
-    - [Jenkins Basics](#jenkins-basics-1)
+    - [Jenkins Basics](#jenkins-basics)
     - [Jenkins Tutorials](#jenkins-tutorials)
     - [Pipeline as Code](#pipeline-as-code-1)
   - [CI-CD History](#ci-cd-history)
@@ -323,12 +281,6 @@
     - [Advanced Declarative](#advanced-declarative)
     - [Best Practices](#best-practices-1)
     - [Production Blueprints](#production-blueprints)
-1. [Infrastructure as Code and CI-CD](#infrastructure-as-code-and-ci-cd)
-  - [CI-CD Pipelines](#ci-cd-pipelines-2)
-    - [Concourse CI](#concourse-ci)
-1. [Kubernetes and Cloud Native](#kubernetes-and-cloud-native)
-  - [CICD](#cicd-1)
-    - [Dockerization](#dockerization)
 1. [Microservices](#microservices)
   - [Application Development](#application-development)
     - [Kotlin](#kotlin)
@@ -356,12 +308,8 @@
   - [Platform Migration](#platform-migration)
     - [Java Upgrades](#java-upgrades)
 1. [Platform Architecture](#platform-architecture)
-  - [CICD](#cicd-2)
+  - [CICD](#cicd-1)
     - [Jenkins Pipelines](#jenkins-pipelines)
-1. [Platform Engineering](#platform-engineering)
-  - [CICD Migration](#cicd-migration)
-    - [Argo Workflows](#argo-workflows)
-      - [Jenkins](#jenkins-4)
 1. [Security](#security-3)
   - [Application Security](#application-security)
     - [SAST](#sast)
@@ -381,9 +329,6 @@
   - [Observability](#observability-4)
     - [Data Management](#data-management)
       - [Cost Optimization](#cost-optimization)
-1. [Software Development](#software-development)
-  - [Java Ecosystem](#java-ecosystem)
-    - [Licensing](#licensing)
 1. [Software Engineering](#software-engineering)
   - [Groovy Programming](#groovy-programming)
     - [File I-O](#file-i-o)
@@ -396,6 +341,9 @@
 
   - [jenkins users mailing list: Declarative pipelines vs scripted](https://jenkins-ci.361315.n4.nabble.com/Declarative-pipelines-vs-scripted-td4891792.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering jenkins-ci.361315.n4.nabble.com 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: 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.
+  - [DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack](https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack in the Kubernetes Tools ecosystem.
+  - [It’s time! Migrating to Java 11 🌟](https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering It’s time! Migrating to Java 11 🌟 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.
   - [Dzone refcard: Jenkins on PaaS](https://dzone.com/refcardz/jenkins-paas)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone refcard: Jenkins on PaaS in the Kubernetes Tools ecosystem.
@@ -432,7 +380,6 @@
   - [Wikipedia.org: Groovy](https://en.wikipedia.org/wiki/Apache_Groovy)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: Groovy in the Kubernetes Tools ecosystem.
   - [Dzone refcard: Groovy, a Rapid-Development JVM Language](https://dzone.com/refcardz/groovy)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone refcard: Groovy, a Rapid-Development JVM Language in the Kubernetes Tools ecosystem.
   - [dzone: Groovy Goodness: Using The Call Operator](https://dzone.com/articles/groovy-goodness-using-the-call-operator)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Groovy Goodness: Using The Call Operator in the Kubernetes Tools ecosystem.
-  - [It’s time! Migrating to Java 11 🌟](https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering It’s time! Migrating to Java 11 🌟 in the Kubernetes Tools ecosystem.
   - [udemy.com: Master Jenkins CI For DevOps and Developers](https://www.udemy.com/the-complete-jenkins-course-for-developers-and-devops)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering udemy.com: Master Jenkins CI For DevOps and Developers in the Kubernetes Tools ecosystem.
   - [udemy.com: Learn DevOps: CI/CD with Jenkins using Pipelines and Docker](https://www.udemy.com/learn-devops-ci-cd-with-jenkins-using-pipelines-and-docker)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering udemy.com: Learn DevOps: CI/CD with Jenkins using Pipelines and Docker in the Kubernetes Tools ecosystem.
   - [medium: Jenkins Jobs as Code with Groovy DSL (Job DSL plugin) 🌟](https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Jenkins Jobs as Code with Groovy DSL (Job DSL plugin) 🌟 in the Kubernetes Tools ecosystem.
@@ -452,7 +399,6 @@
   - [faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder' 🌟](https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder' 🌟 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.
   - [7 Ways to Optimize Jenkins](https://www.sitepoint.com/7-ways-optimize-jenkins)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering 7 Ways to Optimize Jenkins 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.
   - [Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes 🌟](https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and-kubernetes-637de560d55a)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes 🌟 in the Kubernetes Tools ecosystem.
   - [blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018](https://www.blazemeter.com/blog/top-jenkins-plugins-you-cant-miss-in-2018)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018 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.
@@ -462,7 +408,6 @@
   - [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.
   - [medium: quickstart ci with jenkins and docker in docker](https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: quickstart ci with jenkins and docker in docker in the Kubernetes Tools ecosystem.
   - [CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟](https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟 in the Kubernetes Tools ecosystem.
-  - [DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack](https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack in the Kubernetes Tools ecosystem.
 ## CI-CD
 
 ### Build Acceleration
@@ -589,14 +534,6 @@
 #### 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 (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.
 ### Build Tools
 
 #### Maven
@@ -607,11 +544,6 @@
 #### Docker Integration
 
   - **(2021)** [CloudBees Docker Custom Build Environment](https://plugins.jenkins.io/docker-custom-build-environment) [JAVA CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Allows building projects inside a custom Docker container, providing an isolated build runtime. Generally succeeded by native Jenkins Pipeline declarative `agent { docker }` syntax, rendering this standalone plugin largely obsolete.
-### Industry Analysis
-
-#### DevOps Trends
-
-  - **(2021)** [sdtimes.com: CI/CD pipelines are expanding 🌟](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding)  [COMMUNITY-TOOL] β€” A comprehensive industry report analyzing the evolution of modern CI/CD pipelines as they swallow up operations, security compliance (DevSecOps), and AI/ML model integration (MLOps). It traces how simple deployment automation has evolved into highly integrated, complex policy engines that run across distributed clouds.
 ### Jenkins (1)
 
 #### Reporting Plugins
@@ -629,17 +561,6 @@
 
   - **(2023)** [openshift-login](https://plugins.jenkins.io/openshift-login) [JAVA CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Provides automated authentication against OpenShift clusters inside Jenkins pipelines, handling token retrieval and renewal seamlessly. Secures interactions with OpenShift API servers using temporary ServiceAccount tokens or OAuth configs.
   - **(2018)** [openshift-deployer](https://plugins.jenkins.io/openshift-deployer) [JAVA CONTENT] 🌟 [LEGACY] β€” An older plugin designed for deploying applications to OpenShift V2/V3 environments. Modern GitOps engines (ArgoCD) and OpenShift GitOps have largely replaced this plugin, rendering it legacy for newer cloud-native deployments.
-### 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
@@ -892,14 +813,6 @@
 #### SAP Automation
 
   - **(2021)** [blogs.sap.com: SAP Cloud Integration automated testing using Jenkins and Pipeline as a Code approach](https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach) [ADVANCED LEVEL]  [LEGACY] β€” An enterprise case study explaining how to build automated integration testing using SAP Cloud integrations inside a Jenkins Pipeline-as-Code architecture. *Curator Insight*: SAP Jenkins automated pipeline. *Live Grounding*: Essential for systems architects needing to standardize automated delivery in legacy enterprise networks.
-### 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.
 ### Job Triggering
 
 #### Cron Scheduling
@@ -934,13 +847,6 @@
 #### Secrets Management
 
   - **(2021)** [developer.okta.com: Update App Secrets with Jenkins CI and .NET Core](https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets)  [COMMUNITY-TOOL] β€” Demonstrates methods to safely inject environment variables and application secrets into .NET Core apps during CI builds using modern Jenkins plugins. *Curator Insight*: Secure secret injections. *Live Grounding*: Focuses on keeping access secrets out of code bases and pipeline configurations.
-## 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
@@ -960,20 +866,6 @@
 #### 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
-
-#### CI-CD Pipelines
-
-##### 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
@@ -986,7 +878,7 @@
   - **(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
 
-### CI-CD Pipelines (1)
+### CI-CD Pipelines
 
 #### Jenkins Ecosystem
 
@@ -1001,7 +893,7 @@
 #### 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 (1)
+## Continuous Integration
 
 ### Build Configuration
 
@@ -1022,15 +914,7 @@
 #### 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.
-### Jenkins (2)
-
-#### Ansible Integration
-
-  - **(2021)** [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [GROOVY CONTENT]  [COMMUNITY-TOOL] β€” Explores the architectural integration of Ansible with Jenkins automation pipelines. By utilizing the Jenkins Ansible Plugin, it demonstrates how to leverage Jenkins for orchestration, scheduling, and secret management while offloading configuration deployment tasks to Ansible playbooks.
-#### 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)
+### Pipelines
 
 #### Utility Steps
 
@@ -1077,25 +961,6 @@
 
   - **(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
-
-### Cloud Native 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.
-## Deployment and Delivery
-
-### CICD and Delivery
-
-#### Jenkins (3)
-
-  - **(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.
-### CICD Platforms
-
-#### 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
@@ -1112,9 +977,6 @@
 ##### 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
 
 ### CICD Pipelines (1)
@@ -1122,20 +984,6 @@
 #### Jenkins Automation
 
   - **(2021)** [cloudbees.com: Jenkins Pipeline with Plugins](https://www.cloudbees.com/whitepapers/jenkins-pipeline-plugins) [ADVANCED LEVEL]  [CASE STUDY] [COMMUNITY-TOOL] β€” Explores Jenkins Pipeline architectural best practices, highlighting how plugins extend declarative and scripted pipeline structures. Discusses dependency isolation, shared library strategies, and security scanning integrations. Designed to provide architects with solid configuration strategies to manage enterprise-scale build workloads securely.
-## DevSecOps and Automation
-
-### Jenkins-based CI-CD
-
-#### 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
@@ -1154,13 +1002,6 @@
 #### Plugin Guides
 
   - **(2026)** [Plugin Development](https://www.jenkins.io/doc/developer/plugin-development) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The main developer framework documentation outlining core extension points, user interface standards, and security guidelines necessary for authoring robust Jenkins plugins.
-## GitOps and CICD
-
-### Enterprise DevOps
-
-#### Release Orchestration
-
-  - **(2026)** [Cloudbees Flow](https://www.cloudbees.com/capabilities/continuous-delivery) [AGNOSTIC CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An enterprise-grade release orchestration and continuous delivery platform. It automates complex, multi-tiered deployments across hybrid architectures (including on-premises VM farms, mainframes, and Kubernetes), providing compliance auditing, unified pipeline visualization, and deployment metrics.
 ## Hybrid Infrastructure
 
 ### Auto-scaling
@@ -1253,7 +1094,7 @@
 #### 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 (1)
+#### Jenkins Basics
 
   - **(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
@@ -1334,20 +1175,6 @@
 
   - **(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.
   - **(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.
-## Infrastructure as Code and CI-CD
-
-### CI-CD Pipelines (2)
-
-#### 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).
-## Kubernetes and Cloud Native
-
-### CICD (1)
-
-#### 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
@@ -1421,21 +1248,12 @@
   - **(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 (2)
+### CICD (1)
 
 #### 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 Migration
-
-#### Argo Workflows
-
-##### Jenkins (4)
-
-  - **(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
@@ -1490,13 +1308,6 @@
 ##### 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
@@ -1506,5 +1317,5 @@
   - **(2021)** [opensource.com: Read and write files with Groovy](https://opensource.com/article/21/4/groovy-io)  [COMMUNITY-TOOL] β€” A detailed technical review explaining programmatic file and input/output stream operations utilizing Apache Groovy. Critical for Jenkins Pipeline authors looking to implement advanced file manipulation, parse complex workspaces, and generate structured dynamic manifests.
 
 ---
-πŸ’‘ **Explore Related:** [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md) | [Argo](./argo.md)
+πŸ’‘ **Explore Related:** [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md) | [Tekton](./tekton.md)
 
diff --git a/v2-docs/jvm-parameters-matrix-table.md b/v2-docs/jvm-parameters-matrix-table.md
index beeddf6d..95f2b36d 100644
--- a/v2-docs/jvm-parameters-matrix-table.md
+++ b/v2-docs/jvm-parameters-matrix-table.md
@@ -15,5 +15,5 @@
   - [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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/keptn.md b/v2-docs/keptn.md
index cb7eb69f..64fd6b4e 100644
--- a/v2-docs/keptn.md
+++ b/v2-docs/keptn.md
@@ -80,5 +80,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md)
 
diff --git a/v2-docs/kubectl-commands.md b/v2-docs/kubectl-commands.md
index 6f860549..c63acc83 100644
--- a/v2-docs/kubectl-commands.md
+++ b/v2-docs/kubectl-commands.md
@@ -14,19 +14,33 @@
 1. [Automation](#automation)
   - [Kubernetes](#kubernetes)
     - [Ansible Modules](#ansible-modules)
+1. [CICD](#cicd)
+  - [Automation](#automation-1)
+    - [Deployment Tools](#deployment-tools)
+    - [Jenkins Integration](#jenkins-integration)
 1. [Cloud Native](#cloud-native)
   - [Kubernetes](#kubernetes-1)
     - [CICD and Builds](#cicd-and-builds)
     - [CLI and Debugging](#cli-and-debugging)
     - [Security](#security)
+1. [Container Orchestration](#container-orchestration)
+  - [Kubernetes](#kubernetes-2)
+    - [Ansible Integration](#ansible-integration)
+1. [Deployment and Orchestration](#deployment-and-orchestration)
+  - [Cluster Provisioning](#cluster-provisioning)
+    - [Remote Access](#remote-access)
+1. [DevSecOps and Registry](#devsecops-and-registry)
+  - [Java Tools](#java-tools)
+    - [Gradle Reference](#gradle-reference)
 1. [Developer Experience](#developer-experience)
   - [Shell](#shell)
     - [Productivity](#productivity)
-1. [Kubernetes](#kubernetes-2)
+1. [Kubernetes](#kubernetes-3)
   - [Developer Experience](#developer-experience-1)
     - [Container Builds](#container-builds)
   - [Operations](#operations)
     - [Kubectl Plugins](#kubectl-plugins)
+    - [Productivity](#productivity-1)
 1. [Kubernetes Platform](#kubernetes-platform)
   - [Cluster Administration](#cluster-administration)
     - [K8s Contexts](#k8s-contexts)
@@ -37,9 +51,21 @@
     - [Shell Environments](#shell-environments)
   - [K8s API and Development](#k8s-api-and-development)
     - [Config Management](#config-management)
+1. [Observability](#observability)
+  - [Debugging](#debugging)
+    - [CLI Operations](#cli-operations)
 1. [Operations and UX](#operations-and-ux)
   - [CLI Plugins](#cli-plugins)
     - [Output Formatting](#output-formatting)
+1. [Orchestration](#orchestration)
+  - [Kubernetes](#kubernetes-4)
+    - [CLI Management](#cli-management)
+1. [Orchestration and Packaging](#orchestration-and-packaging)
+  - [Helm and GitOps](#helm-and-gitops)
+    - [Helm Overview](#helm-overview)
+1. [Storage and Data](#storage-and-data)
+  - [Performance Benchmarking](#performance-benchmarking)
+    - [Etcd Storage Tuning](#etcd-storage-tuning)
 
 ## Architectural Foundations
 
@@ -73,6 +99,16 @@
 #### 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)
@@ -84,6 +120,7 @@
 
   - **(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)** [itnext.io: Using β€˜kubectl explain’ for Custom Resources](https://itnext.io/understanding-kubectl-explain-9d703396cc8) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An analytical guide showcasing how to leverage 'kubectl explain' to dynamically inspect Custom Resource Definitions (CRDs). By querying the discovery API, platform engineers can navigate deeply nested custom resource structures and ensure compliance with schemas registered via operator patterns.
   - **(2026)** [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [SHELL CONTENT]  [COMMUNITY-TOOL] 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.
@@ -92,6 +129,27 @@
 #### 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.
+## 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.
 ## Developer Experience
 
 ### Shell
@@ -99,7 +157,7 @@
 #### 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 (2)
+## Kubernetes (3)
 
 ### Developer Experience (1)
 
@@ -111,6 +169,9 @@
 #### 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
@@ -154,6 +215,13 @@
 #### 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
@@ -161,7 +229,28 @@
 #### 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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-alternatives.md b/v2-docs/kubernetes-alternatives.md
index ed3204d6..dac42d75 100644
--- a/v2-docs/kubernetes-alternatives.md
+++ b/v2-docs/kubernetes-alternatives.md
@@ -24,6 +24,8 @@
 1. [Infrastructure](#infrastructure)
   - [Containerization](#containerization)
     - [Container Management](#container-management)
+  - [Kubernetes Distributions](#kubernetes-distributions)
+    - [Market Landscapes](#market-landscapes)
 1. [Infrastructure as Code](#infrastructure-as-code)
   - [Ansible](#ansible)
     - [Docker Swarm](#docker-swarm)
@@ -66,8 +68,8 @@
 
 #### General Reference
 
-  - [medium: Why Not Use Kubernetes?](https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Why Not Use Kubernetes? in the Kubernetes Tools ecosystem.
   - [medium.com: Your team might not need Kubernetes](https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Your team might not need Kubernetes in the Kubernetes Tools ecosystem.
+  - [medium: Why Not Use Kubernetes?](https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Why Not Use Kubernetes? in the Kubernetes Tools ecosystem.
   - [sysadmincasts.com: Nomad 🌟](https://sysadmincasts.com/episodes/74-nomad)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering sysadmincasts.com: Nomad 🌟 in the Kubernetes Tools ecosystem.
   - [stackshare.io: Kubernetes vs Portainer](https://stackshare.io/stackups/kubernetes-vs-portainer)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackshare.io: Kubernetes vs Portainer in the Kubernetes Tools ecosystem.
   - [kpatronas.medium.com: Docker swarm: High Availability](https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kpatronas.medium.com: Docker swarm: High Availability in the Kubernetes Tools ecosystem.
@@ -104,6 +106,11 @@
 #### 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.
+### 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.
 ## Infrastructure as Code
 
 ### Ansible
@@ -210,5 +217,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md) | [Kubectl Commands](./kubectl-commands.md)
 
diff --git a/v2-docs/kubernetes-autoscaling.md b/v2-docs/kubernetes-autoscaling.md
index a82631b9..3389937e 100644
--- a/v2-docs/kubernetes-autoscaling.md
+++ b/v2-docs/kubernetes-autoscaling.md
@@ -17,9 +17,6 @@
 1. [Architecture and Strategy](#architecture-and-strategy)
   - [Scalability Foundations](#scalability-foundations)
     - [System Design](#system-design)
-1. [FinOps and Cloud Cost](#finops-and-cloud-cost)
-  - [Kubernetes FinOps](#kubernetes-finops)
-    - [Foundational Concepts](#foundational-concepts)
 1. [Infrastructure and Platform](#infrastructure-and-platform)
   - [Autoscaling](#autoscaling-1)
     - [Cluster Autoscaling](#cluster-autoscaling)
@@ -143,13 +140,6 @@
 #### System Design
 
   - **(2020)** [itnext.io: Stupid Simple Scalability](https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An easy-to-read conceptual architecture analysis outlining the pillars of horizontally scalable application design. Covers state decoupling, database indexing, and utilizing caching to guarantee high system availability.
-## FinOps and Cloud Cost
-
-### Kubernetes FinOps
-
-#### Foundational Concepts
-
-  - **(2022)** [replex.io: An Introduction to Kubernetes FinOps](https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An introductory resource explaining how to divide shared Kubernetes costs across teams. Describes using namespace resource limits and pod metadata tags to set up fair chargeback structures.
 ## Infrastructure and Platform
 
 ### Autoscaling (1)
@@ -307,5 +297,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-backup-migrations.md b/v2-docs/kubernetes-backup-migrations.md
index 4bd3ca27..6c3e7aa2 100644
--- a/v2-docs/kubernetes-backup-migrations.md
+++ b/v2-docs/kubernetes-backup-migrations.md
@@ -17,10 +17,9 @@
 1. [Cloud-Native Migration](#cloud-native-migration)
   - [Application Modernization](#application-modernization)
     - [Source-to-Image](#source-to-image)
-1. [Hybrid Cloud and Enterprise](#hybrid-cloud-and-enterprise)
-  - [OpenShift](#openshift)
-    - [Data Management](#data-management)
 1. [Infrastructure](#infrastructure)
+  - [Cluster Management](#cluster-management)
+    - [RKE2](#rke2)
   - [Control Plane](#control-plane)
     - [ETCD Administration](#etcd-administration)
   - [Data Protection](#data-protection)
@@ -36,6 +35,7 @@
     - [Best Practices](#best-practices)
     - [Industry Analysis](#industry-analysis-1)
   - [Enterprise Backup](#enterprise-backup)
+    - [Cloud-Native Integration](#cloud-native-integration)
     - [OpenShift Integration](#openshift-integration)
     - [Proprietary Platforms](#proprietary-platforms)
   - [Storage Systems](#storage-systems)
@@ -44,7 +44,7 @@
   - [Workload Mobility](#workload-mobility)
     - [Migration Toolkits](#migration-toolkits)
 1. [Kubernetes](#kubernetes)
-  - [Data Management](#data-management-1)
+  - [Data Management](#data-management)
     - [Backup](#backup)
     - [Checkpointing API](#checkpointing-api)
 
@@ -81,15 +81,13 @@
 #### Source-to-Image
 
   - **(2022)** [slideshare.net: Migrating Java JBoss EAP Applications to Kubernetes With' S2I](https://www.slideshare.net/KonveyorIO/migrating-java-jboss-eap-applications-to-kubernetes-with-s2i) 🌟🌟🌟 [LEGACY] β€” Presentation outlining migration strategies for porting legacy Java JBoss EAP applications into Red Hat OpenShift/Kubernetes using Source-to-Image (S2I). While S2I remains an enterprise staple in traditional OpenShift pipelines, the industry in 2026 has increasingly shifted toward Cloud Native Buildpacks.
-## Hybrid Cloud and Enterprise
-
-### OpenShift
-
-#### Data Management
-
-  - **(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
@@ -150,6 +148,9 @@
   - **(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.
@@ -202,7 +203,7 @@
   - **(2021)** [youtube: Crane 2 Preview: Introduction and Demo](https://www.youtube.com/watch?v=esIZS7PVrvs&ab_channel=Konveyor) [BASH CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A practical walk-through demonstrating Crane's core architecture. Highlights dynamic resource mapping, metadata updates, and persistent volume sync during migration windows.
 ## Kubernetes
 
-### Data Management (1)
+### Data Management
 
 #### Backup
 
@@ -212,5 +213,5 @@
   - **(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) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-based-devel.md b/v2-docs/kubernetes-based-devel.md
index 451b0c64..61f7980e 100644
--- a/v2-docs/kubernetes-based-devel.md
+++ b/v2-docs/kubernetes-based-devel.md
@@ -10,6 +10,7 @@
 
 1. [API and Integration Testing](#api-and-integration-testing)
   - [Mocking and Virtualization](#mocking-and-virtualization)
+    - [Microcks](#microcks)
     - [Microcks Integration](#microcks-integration)
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
@@ -25,10 +26,14 @@
 1. [Kubernetes Developer Experience](#kubernetes-developer-experience)
   - [Cloud Development Environments](#cloud-development-environments)
     - [Okteto](#okteto)
+  - [Graph-Based Dev and Test](#graph-based-dev-and-test)
+    - [Garden Documentation](#garden-documentation)
   - [Inner-Loop Automation](#inner-loop-automation)
     - [Comparisons](#comparisons)
     - [DevSpace](#devspace)
     - [DevSpace Analysis](#devspace-analysis)
+    - [Guides](#guides)
+    - [Skaffold](#skaffold)
     - [Skaffold Tutorials](#skaffold-tutorials)
     - [Skaffold Use Cases](#skaffold-use-cases)
     - [Tilt](#tilt)
@@ -62,7 +67,7 @@
   - [Single-Node Clusters](#single-node-clusters)
     - [Comparisons](#comparisons-2)
     - [Evaluation](#evaluation-1)
-    - [Guides](#guides)
+    - [Guides](#guides-1)
     - [Minikube](#minikube)
     - [Sandbox Tools](#sandbox-tools)
     - [Tutorials](#tutorials)
@@ -71,9 +76,11 @@
     - [Tooling Evaluation](#tooling-evaluation)
 1. [Platform Engineering](#platform-engineering)
   - [Application Delivery](#application-delivery)
+    - [Catalog UI](#catalog-ui)
     - [Dynamic Forms](#dynamic-forms)
   - [GitOps](#gitops)
     - [Configuration Management](#configuration-management)
+    - [Helm Lifecycle Management](#helm-lifecycle-management)
   - [Multi-Cloud](#multi-cloud)
     - [PaaS Framework](#paas-framework)
   - [UI and Dashboards](#ui-and-dashboards)
@@ -91,11 +98,17 @@
 1. [Security](#security)
   - [Threat Vector](#threat-vector)
     - [UI Exploitation](#ui-exploitation)
+1. [Software Engineering Practices](#software-engineering-practices)
+  - [Containerized Workflows](#containerized-workflows)
+    - [Cookbooks](#cookbooks)
 
 ## 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.
 #### 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.
@@ -158,6 +171,11 @@
 #### Okteto
 
   - **(2021)** [okteto.com: Kubernetes for Developers Blog Series by Okteto](https://www.okteto.com/blog/kubernetes-basics)  [COMMUNITY-TOOL] β€” A guide series covering Okteto's Cloud Development Environment (CDE) paradigm. Demonstrates how developers can synchronize code in real-time straight to remote container runtimes without local compiler requirements.
+### 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
 
 #### Comparisons
@@ -169,6 +187,12 @@
 #### DevSpace Analysis
 
   - **(2020)** [thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve](https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve)  [COMMUNITY-TOOL] β€” Explains how DevSpace simplifies cluster testing for backend teams by replacing complex kubectl calls and image building scripts with high-performance, real-time file-reloading profiles.
+#### 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.
+#### 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.
 #### Skaffold Tutorials
 
   - **(2021)** [dev.to: How to Simplify Your Local Kubernetes Development With Skaffold](https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k)  [COMMUNITY-TOOL] β€” Practical onboarding guide detailing local cloud-native development workflows using Skaffold. Explores live file-reloading, log streaming, and localized namespace configurations for multi-service apps.
@@ -255,7 +279,7 @@
 #### Evaluation (1)
 
   - **(2021)** [blog.radwell.codes: What’s the best Kubernetes distribution for local environments? 🌟](https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments)  [COMMUNITY-TOOL] β€” Analyzes localized Kubernetes distributions from a CPU and memory efficiency standpoint. Helps engineers match custom testing configurations against hardware-constrained developer machines.
-#### Guides
+#### Guides (1)
 
   - **(2021)** [itnext.io: Run Kubernetes On Your Machine](https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2)  [COMMUNITY-TOOL] β€” A developer-focused guide covering local Kubernetes provisioning alternatives. Evaluates resource overhead, file synchronization speeds, network configurations, and host integration points across different platforms.
   - **(2021)** [itnext.io: Kubernetes in a box](https://itnext.io/kubernetes-in-a-box-7a146ba9f681)  [COMMUNITY-TOOL] β€” A guide detailing 'Kubernetes in a box' sandbox creation methodologies. Outlines structural strategies for configuring minimal host dependencies, local routing setups, and automatic configuration sync setups.
@@ -279,6 +303,9 @@
 
 ### 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.
@@ -287,6 +314,9 @@
 #### Configuration Management
 
   - **(2025)** [**kubeshop.github.io/monokle**](https://docs.monokle.io) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An open-source IDE developed by Kubeshop for managing, refactoring, and verifying Kubernetes manifests. Facilitates dynamic schema-based validation, pre-deployment policy checks, and structural reviews of raw YAML, Helm, and Kustomize files.
+#### 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.
 ### Multi-Cloud
 
 #### PaaS Framework
@@ -344,7 +374,14 @@
 #### UI Exploitation
 
   - **(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.
+## Software Engineering Practices
+
+### Containerized Workflows
+
+#### Cookbooks
+
+  - **(2021)** [itnext.io: Software development in containers β€” a cookbook 🌟🌟🌟](https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535)  [COMMUNITY-TOOL] β€” A comprehensive developer cookbook outlining containerized development workflows. Details multi-stage Docker builds, development-time mounts, image layer caching optimization, and secure packaging designs.
 
 ---
-πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-bigdata.md b/v2-docs/kubernetes-bigdata.md
index 3eece66d..3fad59e3 100644
--- a/v2-docs/kubernetes-bigdata.md
+++ b/v2-docs/kubernetes-bigdata.md
@@ -18,6 +18,8 @@
     - [OpenShift](#openshift)
     - [Performance and Tuning](#performance-and-tuning)
     - [Streaming and Scheduling](#streaming-and-scheduling)
+  - [Batch Scheduling](#batch-scheduling)
+    - [Kueue](#kueue)
   - [Cloud Platforms](#cloud-platforms)
     - [Databricks](#databricks)
   - [Data Pipelines](#data-pipelines)
@@ -57,6 +59,11 @@
 #### 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
@@ -79,5 +86,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-client-libraries.md b/v2-docs/kubernetes-client-libraries.md
index f9857762..ee9133e5 100644
--- a/v2-docs/kubernetes-client-libraries.md
+++ b/v2-docs/kubernetes-client-libraries.md
@@ -33,7 +33,6 @@
 1. [Cloud-Native Java](#cloud-native-java)
   - [Build Tools](#build-tools)
     - [Eclipse JKube](#eclipse-jkube)
-      - [Developer Workflow](#developer-workflow)
       - [Migration](#migration)
       - [Quarkus Integration](#quarkus-integration)
       - [Release Announcement](#release-announcement)
@@ -44,9 +43,6 @@
 1. [Configuration](#configuration)
   - [CDK and DSLs](#cdk-and-dsls)
     - [CDK8s](#cdk8s)
-1. [Developer Experience](#developer-experience)
-  - [Inner Loop](#inner-loop)
-    - [Maven Integration](#maven-integration)
 1. [Kubernetes Development](#kubernetes-development)
   - [Code Generation](#code-generation)
     - [Fabric8 CRD](#fabric8-crd)
@@ -72,6 +68,7 @@
 
 #### General Reference
 
+  - [Part 4 β€” Using the Go client framework](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Part 4 β€” Using the Go client framework in the Kubernetes Tools ecosystem.
   - [medium: Building stuff with the Kubernetes API β€” TOC 🌟](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-toc-84d751876650)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Building stuff with the Kubernetes API β€” TOC 🌟 in the Kubernetes Tools ecosystem.
   - [blog.devgenius.io: Learn Kubernetes Programming β€” Part 1](https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.devgenius.io: Learn Kubernetes Programming β€” Part 1 in the Kubernetes Tools ecosystem.
   - [medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins' pipeline](https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins-pipeline-e25c744d944d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins' pipeline== in the Kubernetes Tools ecosystem.
@@ -80,7 +77,6 @@
   - [levelup.gitconnected.com: First Try on Java Operator SDK](https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==levelup.gitconnected.com: First Try on Java Operator SDK== in the Kubernetes Tools ecosystem.
   - [qdnqn.com: Kubernetes objects from Go to YAML using Cdk8s](https://qdnqn.com/create-kubernetes-yaml-definitions-using-go-and-cdk8s)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering qdnqn.com: Kubernetes objects from Go to YAML using Cdk8s in the Kubernetes Tools ecosystem.
   - [developers.redhat.com: How to manage microservices using OpenShift Dev Spaces' and JKube](https://developers.redhat.com/developer-sandbox/activities/how-to-manage-microservices-using-openshift-dev-spaces-and-jkube)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: How to manage microservices using OpenShift Dev Spaces' and JKube in the Kubernetes Tools ecosystem.
-  - [Part 4 β€” Using the Go client framework](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Part 4 β€” Using the Go client framework in the Kubernetes Tools ecosystem.
 ## Cloud Native and K8s
 
 ### CLI Development
@@ -134,9 +130,6 @@
 
 #### 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.
@@ -164,13 +157,6 @@
 #### 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
@@ -199,5 +185,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubectl Commands](./kubectl-commands.md)
 
diff --git a/v2-docs/kubernetes-monitoring.md b/v2-docs/kubernetes-monitoring.md
index 546ded40..f66e9ffe 100644
--- a/v2-docs/kubernetes-monitoring.md
+++ b/v2-docs/kubernetes-monitoring.md
@@ -47,9 +47,12 @@
     - [Object State Monitoring](#object-state-monitoring)
   - [Workload Monitoring](#workload-monitoring)
     - [Job and CronJob Execution](#job-and-cronjob-execution)
-1. [Infrastructure as Code](#infrastructure-as-code)
-  - [Helm](#helm)
-    - [Prometheus Deployment](#prometheus-deployment)
+1. [Infrastructure](#infrastructure)
+  - [Hardware](#hardware)
+    - [GPU Virtualization](#gpu-virtualization)
+1. [Kubernetes](#kubernetes-2)
+  - [Resource Management](#resource-management)
+    - [CPU Throttling](#cpu-throttling)
 1. [Log Management and Diagnostics](#log-management-and-diagnostics)
   - [Audit Logging](#audit-logging)
     - [Compliance and Forensics](#compliance-and-forensics)
@@ -70,7 +73,7 @@
     - [eBPF and NetObserv](#ebpf-and-netobserv)
   - [Reliability Engineering](#reliability-engineering)
     - [eBPF-Based Telemetry](#ebpf-based-telemetry-1)
-  - [Resource Management](#resource-management)
+  - [Resource Management](#resource-management-1)
     - [Sizing and Quotas](#sizing-and-quotas)
   - [Telemetry Protocols](#telemetry-protocols-1)
     - [OpenTelemetry Runtime](#opentelemetry-runtime)
@@ -264,13 +267,20 @@
 #### Job and CronJob Execution
 
   - **(2021)** [itnext.io: Monitoring Kubernetes Jobs](https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Targets the specific challenges of monitoring short-lived batch jobs and CronJobs inside Kubernetes. Outlines Prometheus query logic (PromQL) to detect run execution duration, failure codes, and long-running abandoned pods that bypass typical active deployment scraping rules.
-## Infrastructure as Code
+## Infrastructure
 
-### Helm
+### Hardware
 
-#### Prometheus Deployment
+#### GPU Virtualization
 
-  - **(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.
+  - **(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.
+## Kubernetes (2)
+
+### Resource Management
+
+#### CPU Throttling
+
+  - **(2024)** [CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions](https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An exceptionally detailed deep dive into kernel interactions, Linux control groups (cgroups), and the Completely Fair Scheduler (CFS) quota mechanism inside Kubernetes. It demystifies why pods experience severe throttling even when aggregate CPU metrics appear healthy, analyzing the impact of short-duration burst workloads. It provides essential mathematical formulas and kernel parameters to fine-tune pod limits safely.
 ## Log Management and Diagnostics
 
 ### Audit Logging
@@ -324,7 +334,7 @@
 #### eBPF-Based Telemetry (1)
 
   - **(2023)** [isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?](https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes) [NONE CONTENT]  [COMMUNITY-TOOL] β€” Analyzes the implementation of Google's 'Four Golden Signals' within Kubernetes, highlighting how eBPF-powered tools like Cilium provide transparent application level metrics (latency, traffic, errors, saturation) without relying on traditional sidecar architectures.
-### Resource Management
+### Resource Management (1)
 
 #### Sizing and Quotas
 
@@ -440,5 +450,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-networking.md b/v2-docs/kubernetes-networking.md
index a5257936..ec3980e5 100644
--- a/v2-docs/kubernetes-networking.md
+++ b/v2-docs/kubernetes-networking.md
@@ -14,9 +14,6 @@
 1. [Container Orchestration](#container-orchestration)
   - [Kubernetes Networking](#kubernetes-networking-1)
     - [Kube-Proxy](#kube-proxy)
-1. [Deployment and Orchestration](#deployment-and-orchestration)
-  - [Cluster Provisioning](#cluster-provisioning)
-    - [Remote Access](#remote-access)
 1. [Infrastructure](#infrastructure)
   - [Networking](#networking)
     - [Comprehensive Guide](#comprehensive-guide)
@@ -33,6 +30,7 @@
       - [Network Model](#network-model)
       - [On-Premises](#on-premises)
       - [Overview](#overview)
+      - [Service Discovery](#service-discovery)
       - [Service Topology](#service-topology)
       - [Service Types](#service-types)
     - [Ingress](#ingress)
@@ -82,13 +80,14 @@
     - [Documentation](#documentation)
   - [Core Services](#core-services)
     - [DNS](#dns-1)
+    - [kube-proxy](#kube-proxy)
   - [DNS](#dns-2)
     - [Caching](#caching)
     - [Global Load Balancing](#global-load-balancing)
     - [Guides](#guides)
     - [Ingress](#ingress-1)
     - [Monitoring](#monitoring)
-    - [Service Discovery](#service-discovery)
+    - [Service Discovery](#service-discovery-1)
   - [IPAM](#ipam)
     - [Software-Defined](#software-defined)
   - [Ingress and Gateway](#ingress-and-gateway)
@@ -99,6 +98,7 @@
     - [Gateway API](#gateway-api)
     - [NGINX](#nginx)
     - [Operations](#operations)
+    - [Traefik](#traefik)
   - [Multi-Cluster](#multi-cluster)
     - [Cluster Mesh](#cluster-mesh)
     - [Service Interconnect](#service-interconnect)
@@ -124,6 +124,8 @@
     - [Global Load Balancing](#global-load-balancing-1)
     - [Ingress and Traffic](#ingress-and-traffic)
     - [Performance and Tuning](#performance-and-tuning)
+  - [Load Balancing](#load-balancing-1)
+    - [Performance and Tuning](#performance-and-tuning-1)
 
 ## Architectural Foundations
 
@@ -131,8 +133,8 @@
 
 #### General Reference
 
-  - [Project Calico](https://www.projectcalico.org)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Project Calico in the Kubernetes Tools ecosystem.
   - [AWS-VPC](https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering AWS-VPC in the Kubernetes Tools ecosystem.
+  - [Project Calico](https://www.projectcalico.org)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Project Calico in the Kubernetes Tools ecosystem.
   - [medium.com: Fighting Service Latency in Microservices With Kubernetes](https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-with-kubernetes-f5a584f5af36)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Fighting Service Latency in Microservices With Kubernetes in the Kubernetes Tools ecosystem.
   - [medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? 🌟](https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-when-should-i-use-what-922f010849e0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? 🌟 in the Kubernetes Tools ecosystem.
   - [medium: Service Types in Kubernetes? 🌟](https://medium.com/faun/service-types-in-kubernetes-24a1587677d6)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Service Types in Kubernetes? 🌟 in the Kubernetes Tools ecosystem.
@@ -232,13 +234,6 @@
 #### 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
@@ -283,6 +278,9 @@
 
   - **(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.
@@ -391,6 +389,7 @@
   - **(2020)** [itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s network (Updated: August 2020)](https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep architectural performance analysis measuring major Kubernetes Container Network Interface (CNI) plugins over a dedicated 10Gbit/s network interface. It systematically contrasts network latency, throughput, and CPU utilization overhead across options like Calico, Cilium, Flannel, and Weave. The study details how overlay encapsulation methods (VXLAN/Geneve) introduce significant processing taxes compared to native BGP/host-gw direct routing topologies.
 #### 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)** [itnext.io: Installing Cilium on Kubernetes in a fast and efficient way](https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699)  [COMMUNITY-TOOL] [GUIDE] β€” A performance-focused guide detailing modern deployment strategies for Cilium, leveraging Helm templates and CLI-driven validation to streamline infrastructure provisioning.
   - **(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.
 #### Comparison
@@ -424,10 +423,15 @@
 #### DNS (1)
 
   - **(2021)** [blog.cloudsigma.com: Kubernetes DNS Service: A Beginner’s Guide](https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide)  [LEGACY] β€” This reference details the mechanics of Kubernetes cluster DNS architectures. It contrasts legacy kube-dns limitations with CoreDNS performance, explaining service discovery configurations, search paths, and DNS forwarding profiles essential for microservice visibility.
+#### 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.
 ### DNS (2)
 
 #### 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
 
@@ -441,7 +445,7 @@
 #### 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
+#### Service Discovery (1)
 
   - **(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
@@ -479,6 +483,9 @@
 #### Operations
 
   - **(2021)** [itnext.io: Autoscaling Ingress Controllers in  Kubernetes (Daniele Polencic)](https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An operations guide detailing strategies for scaling ingress controllers automatically using Horizontal Pod Autoscalers (HPA) and Prometheus-sourced custom traffic metrics.
+#### 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
@@ -543,7 +550,18 @@
 
 #### Deep Dive (1)
 
+
+??? abstract "Architect's Technical Comparison Table"
+    | Solution | Maturity | Primary Focus | Language | Stars |
+    | :--- | :--- | :--- | :--- | :--- |
+    | [speakerdeck.com: Kubernetes and networks. Why is this so dan hard? 🌟](https://speakerdeck.com/thockin/kubernetes-and-networks-why-is-this-so-dang-hard) |  | Deep Dive | English | 🌟🌟🌟🌟🌟 |
+    | [ronaknathani.com: How a Kubernetes Pod Gets an IP Address 🌟](https://ronaknathani.com/blog/2020/08/how-a-kubernetes-pod-gets-an-ip-address) |  | Deep Dive | Markdown | 🌟🌟🌟🌟🌟 |
+    | [dustinspecker.com: How Do Kubernetes and Docker Create IP Addresses?!](https://dustinspecker.com/posts/how-do-kubernetes-and-docker-create-ip-addresses) |  | Deep Dive | Markdown | 🌟🌟🌟🌟 |
+    | [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) |  | Deep Dive | Bash | 🌟🌟🌟🌟 |
+    | [Network Node Manager](https://github.com/kakao/network-node-manager) |  | Deep Dive | Go | 🌟🌟🌟 |
+
   - **(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.
@@ -556,6 +574,7 @@
 ??? 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 | 🌟🌟🌟🌟 |
@@ -565,8 +584,8 @@
     | [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.
@@ -582,7 +601,12 @@
 
   - **(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) | [Servicemesh](./servicemesh.md) | [Networking](./networking.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Web Servers](./web-servers.md) | [Caching](./caching.md)
 
diff --git a/v2-docs/kubernetes-on-premise.md b/v2-docs/kubernetes-on-premise.md
index ef5186d7..94cd30f3 100644
--- a/v2-docs/kubernetes-on-premise.md
+++ b/v2-docs/kubernetes-on-premise.md
@@ -40,6 +40,7 @@
   - [Kubernetes Distributions](#kubernetes-distributions)
     - [Custom Installers](#custom-installers)
     - [Edge and IoT](#edge-and-iot)
+    - [Enterprise Distributions](#enterprise-distributions)
     - [Market Landscapes](#market-landscapes)
     - [Selection Criteria](#selection-criteria)
   - [Training and Enablement](#training-and-enablement)
@@ -47,9 +48,6 @@
     - [Interactive Labs](#interactive-labs)
   - [Virtualization](#virtualization)
     - [VMware Tanzu](#vmware-tanzu-3)
-1. [Kubernetes](#kubernetes-1)
-  - [Operations](#operations)
-    - [Productivity](#productivity)
 1. [Kubernetes Platforms](#kubernetes-platforms)
   - [Mirantis](#mirantis)
     - [Enterprise](#enterprise)
@@ -94,6 +92,7 @@
     - [AWS](#aws-1)
     - [Comparison](#comparison-1)
     - [Security](#security)
+    - [Ubuntu Stack](#ubuntu-stack)
   - [GitOps](#gitops-1)
     - [Legacy Tools](#legacy-tools)
   - [Infrastructure-as-Code](#infrastructure-as-code)
@@ -219,6 +218,9 @@
   - **(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.
@@ -240,13 +242,6 @@
   - **(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
@@ -367,6 +362,9 @@
 #### 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
@@ -393,5 +391,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-operators-controllers.md b/v2-docs/kubernetes-operators-controllers.md
index 87d8b566..d0165381 100644
--- a/v2-docs/kubernetes-operators-controllers.md
+++ b/v2-docs/kubernetes-operators-controllers.md
@@ -21,15 +21,9 @@
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
     - [General Reference](#general-reference)
-1. [Architecture](#architecture)
-  - [Kubernetes Operators](#kubernetes-operators)
-    - [Java Quarkus](#java-quarkus)
 1. [CICD Pipeline](#cicd-pipeline)
   - [Kubernetes and Containers](#kubernetes-and-containers)
     - [Self-Hosted Infrastructure](#self-hosted-infrastructure)
-1. [Cloud Infrastructure](#cloud-infrastructure)
-  - [Kubernetes and Operators](#kubernetes-and-operators)
-    - [Platform Engineering](#platform-engineering)
 1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
   - [Kubernetes Extension](#kubernetes-extension)
     - [Custom Controllers](#custom-controllers)
@@ -42,9 +36,6 @@
     - [Reference Implementations](#reference-implementations)
     - [Stateful Applications](#stateful-applications)
     - [Tool Comparison](#tool-comparison)
-1. [Data and AI](#data-and-ai)
-  - [Batch Scheduling](#batch-scheduling)
-    - [Kueue](#kueue)
 1. [Data and Databases](#data-and-databases)
   - [Lifecycle Management](#lifecycle-management)
     - [Schema Migrations](#schema-migrations)
@@ -72,6 +63,8 @@
     - [Guides and Best Practices](#guides-and-best-practices-2)
   - [Guides and Best Practices](#guides-and-best-practices-3)
     - [Enterprise Patterns](#enterprise-patterns)
+  - [Registries and Catalogs](#registries-and-catalogs)
+    - [Operator Discovery](#operator-discovery)
 1. [FinOps and Autoscaling](#finops-and-autoscaling)
   - [Green Ops](#green-ops)
     - [Resource Schedulers](#resource-schedulers)
@@ -84,61 +77,48 @@
     - [Provisioning](#provisioning)
       - [Operators](#operators-4)
   - [Cluster Management](#cluster-management)
-    - [Node Upgrades](#node-upgrades)
+    - [Node Provisioning](#node-provisioning)
       - [Operators](#operators-5)
-  - [Container Orchestration](#container-orchestration)
-    - [Kubernetes Operators](#kubernetes-operators-1)
+    - [Node Upgrades](#node-upgrades)
+      - [Operators](#operators-6)
   - [Control Plane](#control-plane)
     - [etcd Coordination](#etcd-coordination)
-      - [Operators](#operators-6)
+      - [Operators](#operators-7)
   - [Data Management](#data-management-1)
     - [Apache Flink](#apache-flink)
-      - [Operators](#operators-7)
-    - [Databases](#databases)
       - [Operators](#operators-8)
-    - [In-Memory Databases](#in-memory-databases)
+    - [Databases](#databases)
       - [Operators](#operators-9)
-    - [MongoDB](#mongodb)
+    - [In-Memory Databases](#in-memory-databases)
       - [Operators](#operators-10)
-    - [Object Storage](#object-storage)
+    - [MongoDB](#mongodb)
       - [Operators](#operators-11)
-    - [PostgreSQL](#postgresql)
+    - [Object Storage](#object-storage)
       - [Operators](#operators-12)
-    - [Streaming Data](#streaming-data)
+    - [PostgreSQL](#postgresql)
       - [Operators](#operators-13)
+    - [Streaming Data](#streaming-data)
+      - [Operators](#operators-14)
   - [GitOps](#gitops)
     - [Infrastructure-as-Code](#infrastructure-as-code)
-      - [Operators](#operators-14)
-  - [Hardware](#hardware)
-    - [GPU Virtualization](#gpu-virtualization)
-  - [Networking](#networking)
-    - [Ingress](#ingress)
-      - [Azure Application Gateway](#azure-application-gateway)
+      - [Operators](#operators-15)
 1. [Infrastructure and Hardware](#infrastructure-and-hardware)
   - [AIML Infrastructure](#aiml-infrastructure)
     - [Hardware Integration](#hardware-integration)
 1. [Infrastructure as Code](#infrastructure-as-code)
   - [AI Integrations](#ai-integrations)
     - [Validation and Testing](#validation-and-testing)
-  - [Ansible](#ansible)
-    - [Core Concepts](#core-concepts)
-1. [Kubernetes](#kubernetes)
-  - [Troubleshooting](#troubleshooting)
-    - [Playbooks](#playbooks)
-1. [Kubernetes Developer Experience](#kubernetes-developer-experience)
-  - [Inner-Loop Automation](#inner-loop-automation)
-    - [Guides](#guides)
 1. [Kubernetes GitOps and Packaging](#kubernetes-gitops-and-packaging)
   - [Argo Project Ecosystem](#argo-project-ecosystem)
     - [UI Visualization](#ui-visualization)
 1. [Media](#media)
   - [Streaming](#streaming)
     - [Video Processing](#video-processing)
-      - [Operators](#operators-15)
-1. [Networking](#networking-1)
+      - [Operators](#operators-16)
+1. [Networking](#networking)
   - [DNS](#dns)
     - [Service Discovery](#service-discovery)
-      - [Operators](#operators-16)
+      - [Operators](#operators-17)
   - [DNS and Ingress](#dns-and-ingress)
     - [Routing Controllers](#routing-controllers)
   - [Ingress and Gateway](#ingress-and-gateway)
@@ -146,10 +126,10 @@
     - [Gateway API](#gateway-api)
   - [Ingress and Routing](#ingress-and-routing)
     - [Host Port Allocation](#host-port-allocation)
-      - [Operators](#operators-17)
+      - [Operators](#operators-18)
   - [Load Balancing](#load-balancing)
     - [High Availability](#high-availability)
-      - [Operators](#operators-18)
+      - [Operators](#operators-19)
   - [Operator](#operator)
     - [Expose Service](#expose-service)
 1. [Observability](#observability)
@@ -157,17 +137,17 @@
     - [OpenTelemetry Operator](#opentelemetry-operator)
   - [Logging](#logging)
     - [Pipeline Management](#pipeline-management)
-      - [Operators](#operators-19)
+      - [Operators](#operators-20)
   - [Metrics](#metrics)
     - [Thanos Orchestration](#thanos-orchestration)
-      - [Operators](#operators-20)
-    - [TimeSeries Databases](#timeseries-databases)
       - [Operators](#operators-21)
+    - [TimeSeries Databases](#timeseries-databases)
+      - [Operators](#operators-22)
   - [Monitoring](#monitoring)
     - [External Integration](#external-integration)
-      - [Operators](#operators-22)
-    - [Ingress Monitoring](#ingress-monitoring)
       - [Operators](#operators-23)
+    - [Ingress Monitoring](#ingress-monitoring)
+      - [Operators](#operators-24)
 1. [Operations and Reliability](#operations-and-reliability)
   - [Addons Management](#addons-management)
     - [Cluster Lifecycle](#cluster-lifecycle)
@@ -180,11 +160,11 @@
   - [Resource Lifecycle](#resource-lifecycle)
     - [Ephemeral Clusters](#ephemeral-clusters)
 1. [Orchestration](#orchestration)
-  - [Kubernetes](#kubernetes-1)
-    - [Networking](#networking-2)
+  - [Kubernetes](#kubernetes)
+    - [Networking](#networking-1)
     - [Observability](#observability-3)
-    - [Operators](#operators-24)
-1. [Platform Engineering](#platform-engineering-1)
+    - [Operators](#operators-25)
+1. [Platform Engineering](#platform-engineering)
   - [GitOps and Configuration](#gitops-and-configuration)
     - [Dynamic Configurations](#dynamic-configurations)
     - [Manifest Mutation](#manifest-mutation)
@@ -192,70 +172,68 @@
     - [Scanning](#scanning)
   - [Multi-Tenancy](#multi-tenancy)
     - [Conceptual Overviews](#conceptual-overviews-2)
-    - [Registries and Catalogs](#registries-and-catalogs)
+    - [Registries and Catalogs](#registries-and-catalogs-1)
     - [Resource Isolation](#resource-isolation)
 1. [Reliability](#reliability)
   - [Monitoring](#monitoring-1)
     - [Synthetic Monitoring](#synthetic-monitoring)
-      - [Operators](#operators-25)
+      - [Operators](#operators-26)
   - [Testing](#testing)
     - [Load Testing](#load-testing)
-      - [Operators](#operators-26)
-    - [Performance Benchmarking](#performance-benchmarking)
       - [Operators](#operators-27)
+    - [Performance Benchmarking](#performance-benchmarking)
+      - [Operators](#operators-28)
 1. [Resources](#resources)
   - [Case Study](#case-study)
     - [Migration](#migration)
-      - [Operators](#operators-28)
+      - [Operators](#operators-29)
   - [Education](#education)
     - [Architectural Decision](#architectural-decision)
-      - [Operators](#operators-29)
-    - [Architectural Pattern](#architectural-pattern)
       - [Operators](#operators-30)
-    - [Concepts](#concepts)
+    - [Architectural Pattern](#architectural-pattern)
       - [Operators](#operators-31)
-    - [Deep Dive](#deep-dive)
+    - [Concepts](#concepts)
       - [Operators](#operators-32)
-    - [Hands-on Development](#hands-on-development)
+    - [Deep Dive](#deep-dive)
       - [Operators](#operators-33)
-    - [Introductory](#introductory)
+    - [Hands-on Development](#hands-on-development)
       - [Operators](#operators-34)
-    - [Java Ecosystem](#java-ecosystem)
+    - [Introductory](#introductory)
       - [Operators](#operators-35)
-    - [Official Guide](#official-guide)
+    - [Java Ecosystem](#java-ecosystem)
       - [Operators](#operators-36)
-    - [Trade-off Evaluation](#trade-off-evaluation)
+    - [Official Guide](#official-guide)
       - [Operators](#operators-37)
-    - [Tutorial Series](#tutorial-series)
+    - [Trade-off Evaluation](#trade-off-evaluation)
       - [Operators](#operators-38)
-    - [Value Proposition](#value-proposition)
+    - [Tutorial Series](#tutorial-series)
       - [Operators](#operators-39)
+    - [Value Proposition](#value-proposition)
+      - [Operators](#operators-40)
 1. [Security](#security)
   - [Access Control](#access-control)
     - [Dynamic RBAC](#dynamic-rbac)
-      - [Operators](#operators-40)
-    - [RBAC](#rbac)
       - [Operators](#operators-41)
+    - [RBAC](#rbac)
+      - [Operators](#operators-42)
   - [Enterprise Architecture](#enterprise-architecture)
     - [Air-Gapped Environments](#air-gapped-environments)
-      - [Operators](#operators-42)
-  - [Multi-tenancy](#multi-tenancy)
-    - [Platform Engineering](#platform-engineering-2)
       - [Operators](#operators-43)
+  - [Multi-tenancy](#multi-tenancy)
+    - [Platform Engineering](#platform-engineering-1)
+      - [Operators](#operators-44)
   - [Secrets Management](#secrets-management)
     - [AWS Integration](#aws-integration)
-      - [Operators](#operators-44)
-    - [Cloud Integrations](#cloud-integrations)
-      - [Azure](#azure)
-    - [Multi-Provider Secrets](#multi-provider-secrets)
       - [Operators](#operators-45)
-    - [Registry Authentication](#registry-authentication)
+    - [Multi-Provider Secrets](#multi-provider-secrets)
       - [Operators](#operators-46)
-    - [Simplification](#simplification)
+    - [Registry Authentication](#registry-authentication)
       - [Operators](#operators-47)
+    - [Simplification](#simplification)
+      - [Operators](#operators-48)
   - [Vulnerability Management](#vulnerability-management)
     - [Scanning](#scanning-1)
-      - [Operators](#operators-48)
+      - [Operators](#operators-49)
 1. [Security and Compliance](#security-and-compliance)
   - [Secret Management](#secret-management)
     - [Conceptual Overviews](#conceptual-overviews-3)
@@ -270,7 +248,7 @@
 1. [Workload Management](#workload-management)
   - [Job Scheduling](#job-scheduling)
     - [Cron Engines](#cron-engines)
-    - [Operators](#operators-49)
+    - [Operators](#operators-50)
 
 ## AI Infrastructure
 
@@ -302,6 +280,7 @@
 #### General Reference
 
   - [kruschecompany.com: Prometheus Operator – Installing Prometheus Monitoring Within The Kubernetes Environment](https://kruschecompany.com/page-not-found)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kruschecompany.com in the Kubernetes Tools ecosystem.
+  - [medium.com/@mikakrief: Using Azure Service Operator v2](https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@mikakrief: Using Azure Service Operator v2 in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Creating Workspaces with the HashiCorp Terraform Operator' for Kubernetes](https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform-operator-for-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Creating Workspaces with the HashiCorp Terraform Operator' for Kubernetes in the Kubernetes Tools ecosystem.
   - [banzaicloud.com: Kafka rolling upgrade made easy with Supertubes](https://banzaicloud.com/blog/kafka-rolling-upgrade)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering banzaicloud.com: Kafka rolling upgrade made easy with Supertubes in the Kubernetes Tools ecosystem.
   - [cncf.io: Kubernetes Operators 101](https://www.cncf.io/blog/2020/10/02/kubernetes-operators-101)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: Kubernetes Operators 101 in the Kubernetes Tools ecosystem.
@@ -323,7 +302,6 @@
   - [betterprogramming.pub: Goldilocks vs. KRR](https://betterprogramming.pub/goldilocks-vs-krr-c986dfd7484d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Goldilocks vs. KRR in the Kubernetes Tools ecosystem.
   - [medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes' Controller to Copy Secrets](https://medium.com/lonto-digital-services-integrator/why-we-developed-own-kubernetes-controller-to-copy-secrets-e46368ae6db9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes' Controller to Copy Secrets in the Kubernetes Tools ecosystem.
   - [medium.com/@senjutide2000: Designing a Controller for Custom Resources from' scratch for absolute beginners](https://medium.com/@senjutide2000/designing-a-controller-for-custom-resources-from-scratch-for-absolute-beginners-9cb84b7f906f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@senjutide2000: Designing a Controller for Custom Resources from' scratch for absolute beginners in the Kubernetes Tools ecosystem.
-  - [medium.com/@mikakrief: Using Azure Service Operator v2](https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@mikakrief: Using Azure Service Operator v2 in the Kubernetes Tools ecosystem.
   - [dragondscv.medium.com: Controller runtime β€” handle resource deletion with' predicate](https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-predicate-f69d09dd5802)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dragondscv.medium.com: Controller runtime β€” handle resource deletion with' predicate in the Kubernetes Tools ecosystem.
   - [medium.com/@magstherdev: OpenTelemetry Operator](https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@magstherdev: OpenTelemetry Operator in the Kubernetes Tools ecosystem.
   - [medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder**](https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilder-15db5f29ee50)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder** in the Kubernetes Tools ecosystem.
@@ -338,13 +316,6 @@
   - [betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks](https://betterprogramming.pub/writing-custom-kubernetes-controller-and-webhooks-141230820e9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks in the Kubernetes Tools ecosystem.
   - [betterprogramming.pub: How To Write Tests for Your Kubernetes Operator](https://betterprogramming.pub/write-tests-for-your-kubernetes-operator-d3d6a9530840)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: How To Write Tests for Your Kubernetes Operator in the Kubernetes Tools ecosystem.
   - [KUDO: The Kubernetes Universal Declarative Operator 🌟](https://kudo.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering KUDO: The Kubernetes Universal Declarative Operator 🌟 in the Kubernetes Tools ecosystem.
-## Architecture
-
-### Kubernetes Operators
-
-#### Java Quarkus
-
-  - **(2026)** [developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus - **Cheat Sheet** 🌟](https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java) [JAVA CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An advanced developer reference for implementing custom Kubernetes Operators in Java using Quarkus. Curator Insight highlights Quarkus' small memory footprint. Live Grounding shows a significant surge in Java Operator SDK adoption for enterprise platforms.
 ## CICD Pipeline
 
 ### Kubernetes and Containers
@@ -352,13 +323,6 @@
 #### 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
@@ -393,13 +357,6 @@
 #### 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
@@ -470,6 +427,11 @@
 #### 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
@@ -498,79 +460,67 @@
   - **(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 Upgrades
+#### 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)
+
   - **(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.
-### Container Orchestration
-
-#### Kubernetes Operators (1)
-
-  - **(2023)** [itnext.io: Operator Lifecycle Manager](https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explains Operator Lifecycle Manager (OLM) as part of the Operator Framework. Highlights catalog management, automated dependency resolution, security upgrades, and dynamic operator scaling across production enterprise clusters.
 ### Control Plane
 
 #### etcd Coordination
 
-##### Operators (6)
+##### Operators (7)
 
   - **(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 (7)
+##### Operators (8)
 
   - **(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 (8)
+##### Operators (9)
 
   - **(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 (9)
+##### Operators (10)
 
   - **(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 (10)
+##### Operators (11)
 
   - **(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 (11)
+##### Operators (12)
 
   - **(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 (12)
+##### Operators (13)
 
   - **(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 (13)
+##### Operators (14)
 
   - **(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 (14)
+##### Operators (15)
 
   - **(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
@@ -585,25 +535,6 @@
 #### 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
@@ -617,16 +548,16 @@
 
 #### Video Processing
 
-##### Operators (15)
+##### Operators (16)
 
   - **(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 (1)
+## Networking
 
 ### DNS
 
 #### Service Discovery
 
-##### Operators (16)
+##### Operators (17)
 
   - **(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
@@ -646,14 +577,14 @@
 
 #### Host Port Allocation
 
-##### Operators (17)
+##### Operators (18)
 
   - **(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 (18)
+##### Operators (19)
 
   - **(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
@@ -672,31 +603,31 @@
 
 #### Pipeline Management
 
-##### Operators (19)
+##### Operators (20)
 
   - **(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 (20)
+##### Operators (21)
 
   - **(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 (21)
+##### Operators (22)
 
   - **(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 (22)
+##### Operators (23)
 
   - **(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 (23)
+##### Operators (24)
 
   - **(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
@@ -728,15 +659,15 @@
   - **(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 (1)
+### Kubernetes
 
-#### Networking (2)
+#### Networking (1)
 
   - **(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 (24)
+#### Operators (25)
 
   - **(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.
@@ -746,7 +677,7 @@
   - **(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 (1)
+## Platform Engineering
 
 ### GitOps and Configuration
 
@@ -766,7 +697,7 @@
 #### Conceptual Overviews (2)
 
   - **(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
+#### Registries and Catalogs (1)
 
   - **(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
@@ -778,19 +709,19 @@
 
 #### Synthetic Monitoring
 
-##### Operators (25)
+##### Operators (26)
 
   - **(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 (26)
+##### Operators (27)
 
   - **(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 (27)
+##### Operators (28)
 
   - **(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
@@ -799,64 +730,64 @@
 
 #### Migration
 
-##### Operators (28)
+##### Operators (29)
 
   - **(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 (29)
+##### Operators (30)
 
   - **(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.
 #### Architectural Pattern
 
-##### Operators (30)
+##### Operators (31)
 
   - **(2021)** [itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native Apps](https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An analytical article comparing manual sysadmin runbooks with the automatic capabilities of Operators. It covers automated backups, version migrations, and disaster recovery loops.
 #### Concepts
 
-##### Operators (31)
+##### Operators (32)
 
   - **(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 (33)
 
   - **(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.
 #### Hands-on Development
 
-##### Operators (33)
+##### Operators (34)
 
   - **(2021)** [itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!](https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07) [N/A CONTENT]  [EMERGING] β€” A practical walk-through detailing the development of Kubexpose, an experimental custom controller designed to simplify cluster service exposure rules.
 #### Introductory
 
-##### Operators (34)
+##### Operators (35)
 
   - **(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 (35)
+##### Operators (36)
 
   - **(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 (36)
+##### Operators (37)
 
   - **(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 (37)
+##### Operators (38)
 
   - **(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 (38)
+##### Operators (39)
 
   - **(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 (39)
+##### Operators (40)
 
   - **(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
@@ -865,60 +796,55 @@
 
 #### Dynamic RBAC
 
-##### Operators (40)
+##### Operators (41)
 
   - **(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 (41)
+##### Operators (42)
 
   - **(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 (42)
+##### Operators (43)
 
   - **(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
 
-#### Platform Engineering (2)
+#### Platform Engineering (1)
 
-##### Operators (43)
+##### Operators (44)
 
   - **(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 (44)
+##### Operators (45)
 
   - **(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 (45)
+##### Operators (46)
 
   - **(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 (46)
+##### Operators (47)
 
   - **(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 (47)
+##### Operators (48)
 
   - **(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 (48)
+##### Operators (49)
 
   - **(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
@@ -955,11 +881,11 @@
 #### 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 (49)
+#### Operators (50)
 
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-releases.md b/v2-docs/kubernetes-releases.md
index 58e91a4f..cdf5f212 100644
--- a/v2-docs/kubernetes-releases.md
+++ b/v2-docs/kubernetes-releases.md
@@ -294,5 +294,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-security.md b/v2-docs/kubernetes-security.md
index 7701d46d..088b3f03 100644
--- a/v2-docs/kubernetes-security.md
+++ b/v2-docs/kubernetes-security.md
@@ -55,9 +55,6 @@
     - [Infrastructure Provisioning](#infrastructure-provisioning)
   - [Container Runtimes](#container-runtimes)
     - [Runtime Isolation](#runtime-isolation)
-1. [Networking](#networking-1)
-  - [CNI](#cni)
-    - [Cilium](#cilium)
 1. [Networking and Security](#networking-and-security)
   - [Security Compliance](#security-compliance)
     - [CIS Benchmarks](#cis-benchmarks)
@@ -100,12 +97,15 @@
     - [General Hardening](#general-hardening)
   - [Cloud Security](#cloud-security)
     - [AWS EKS Network](#aws-eks-network)
+    - [EKS Hardening](#eks-hardening)
   - [Cluster Hardening](#cluster-hardening-2)
     - [Audit Logs](#audit-logs)
     - [Best Practices](#best-practices-1)
     - [Deployment Security](#deployment-security)
     - [Pod Security](#pod-security)
     - [Standard Checklists](#standard-checklists)
+  - [Compliance](#compliance)
+    - [CIS Benchmarks](#cis-benchmarks-1)
   - [Deployment Security](#deployment-security-1)
     - [Hardening](#hardening)
   - [DevSecOps](#devsecops-1)
@@ -203,7 +203,7 @@
     - [Case Studies](#case-studies-1)
     - [Post-Deployment Scanning](#post-deployment-scanning)
   - [Vulnerability Assessment](#vulnerability-assessment)
-    - [CIS Benchmarks](#cis-benchmarks-1)
+    - [CIS Benchmarks](#cis-benchmarks-2)
     - [Policy Enforcement](#policy-enforcement-1)
     - [Threat Modeling](#threat-modeling-2)
   - [Zero Trust](#zero-trust)
@@ -238,7 +238,6 @@
 #### General Reference
 
   - [jetstack.io: Securing Istio workloads with mTLS using cert-manager](https://www.cyberark.com/venafi-and-cyberark-machine-identity-security)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.cyberark.com in the Kubernetes Tools ecosystem.
-  - [faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity)](https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity) in the Kubernetes Tools ecosystem.
   - [medium: Single Sign-On in Kubernetes](https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Single Sign-On in Kubernetes in the Kubernetes Tools ecosystem.
   - [Dzone - OAuth 2.0](https://dzone.com/articles/oauth-20-beginners-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone - OAuth 2.0 in the Kubernetes Tools ecosystem.
   - [medium: How to Harden Your Kubernetes Cluster for Production 🌟](https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: How to Harden Your Kubernetes Cluster for Production 🌟 in the Kubernetes Tools ecosystem.
@@ -331,6 +330,7 @@
   - [ibrahims.medium.com: Security Context β€” Kubernetes](https://ibrahims.medium.com/security-context-kubernetes-9672ae2380f9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ibrahims.medium.com: Security Context β€” Kubernetes in the Kubernetes Tools ecosystem.
   - [medium.com: Securing Kubernetes Dashboard on EKS with Pomerium](https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Securing Kubernetes Dashboard on EKS with Pomerium in the Kubernetes Tools ecosystem.
   - [mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with' External Secrets Operator](https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with' External Secrets Operator in the Kubernetes Tools ecosystem.
+  - [faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity)](https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity) in the Kubernetes Tools ecosystem.
   - [blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742](https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742 in the Kubernetes Tools ecosystem.
 ## Architecture
 
@@ -438,13 +438,6 @@
 #### 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
@@ -555,6 +548,9 @@
 #### AWS EKS Network
 
   - **(2024)** [Security Group Rules EKS](https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official AWS configuration documentation detailing the network security boundaries for Amazon EKS clusters. It defines minimal requirements for control-plane-to-node communication over secure ports. This ensures highly restrictive ingress/egress patterns in security groups.
+#### EKS Hardening
+
+  - **(2024)** [Amazon EKS Best Practices Guide for Security 🌟](https://aws.github.io/aws-eks-best-practices) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The definitive enterprise guide for hardening EKS clusters against cloud-native threats. It covers network segregation, IAM roles for service accounts (IRSA), secrets encryption, and runtime defense. This is a foundational checklist for any platform engineering team running on AWS.
 ### Cluster Hardening (2)
 
 #### Audit Logs
@@ -573,6 +569,11 @@
 #### Standard Checklists
 
   - **(2023)** [kubernetes.io: Security Checklist 🌟🌟](https://kubernetes.io/docs/concepts/security/security-checklist) [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The official security checklist published by upstream Kubernetes maintainers. It serves as an authoritative map for hardening cluster networks, applying role access structures, and validating runtimes. Essential baseline documentation for cloud infrastructure engineers.
+### Compliance
+
+#### CIS Benchmarks (1)
+
+  - **(2024)** [ibm.com: CIS Benchmarks](https://www.ibm.com/topics) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The Center for Internet Security (CIS) Benchmarks provide globally recognized consensus-based best practices for securing IT systems, clouds, and Kubernetes environments. Organizations use these structured guidelines to validate and harden infrastructure configurations, ensuring compliance with strict security mandates through automated configuration auditors.
 ### Deployment Security (1)
 
 #### Hardening
@@ -859,7 +860,7 @@
   - **(2025)** [==kubescape==](https://github.com/kubescape/kubescape) ⭐ 11480  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active CNCF Sandbox tool providing multi-framework configuration scanning, risk analysis, and vulnerability management. It integrates into CI/CD pipelines to ensure continuous verification of compliance frameworks (like CIS and NSA-CISA). Essential for enterprise teams seeking unified security visibility.
 ### Vulnerability Assessment
 
-#### CIS Benchmarks (1)
+#### CIS Benchmarks (2)
 
   - **(2022)** [rancher/cis-operator](https://github.com/rancher/cis-operator) ⭐ 55  [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” Rancher's cis-operator is an automated tool running CIS security scans natively within Rancher ecosystems. It generates compliance reports validating control plane and worker components against standard security baselines. A key utility for multi-cluster environments managed via Rancher.
   - **(2022)** [blog.flant.com: Kubernetes cluster security assessment with kube-bench and kube-hunter](https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter)  [COMMUNITY-TOOL] β€” Evaluates how to deploy and configure Aqua Security's kube-bench alongside kube-hunter. Shows how to automate node validation against CIS benchmarks, and actively scan cluster endpoints for network exposure vectors. Offers a potent open-source combination for regular pentesting operations.
@@ -924,5 +925,5 @@
   - **(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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/kubernetes-storage.md b/v2-docs/kubernetes-storage.md
index 9bcb1d03..e6fb405f 100644
--- a/v2-docs/kubernetes-storage.md
+++ b/v2-docs/kubernetes-storage.md
@@ -11,9 +11,6 @@
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
     - [General Reference](#general-reference)
-1. [Cloud Architecture and Infrastructure Strategy](#cloud-architecture-and-infrastructure-strategy)
-  - [Storage and Hybrid Systems](#storage-and-hybrid-systems)
-    - [Topology Comparison](#topology-comparison)
 1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
   - [Storage and Databases](#storage-and-databases)
     - [Distributed Block Storage](#distributed-block-storage)
@@ -30,13 +27,6 @@
     - [Platform Overview](#platform-overview)
     - [Stateful Applications](#stateful-applications)
     - [Storage Paradigms](#storage-paradigms-1)
-1. [Database and Storage](#database-and-storage)
-  - [Storage Infrastructure](#storage-infrastructure)
-    - [Persistent Volumes](#persistent-volumes)
-1. [Enterprise Integration](#enterprise-integration)
-  - [Cloud-Native Storage](#cloud-native-storage)
-    - [IBM Spectrum Scale Integration](#ibm-spectrum-scale-integration)
-    - [IBM Storage Systems](#ibm-storage-systems)
 1. [Kubernetes Storage Implementation](#kubernetes-storage-implementation)
   - [Persistent Volumes and Provisioners](#persistent-volumes-and-provisioners)
     - [Alternative Storage Drivers](#alternative-storage-drivers)
@@ -48,9 +38,15 @@
   - [Volume Fundamentals](#volume-fundamentals)
     - [Ephemeral Storage](#ephemeral-storage)
     - [Implementation Basics](#implementation-basics-1)
+1. [Platform Engineering](#platform-engineering)
+  - [Ecosystem](#ecosystem)
+    - [Marketplace](#marketplace)
 1. [Storage](#storage)
+  - [Distributed Storage](#distributed-storage)
+    - [Ceph](#ceph)
   - [Enterprise Storage](#enterprise-storage)
     - [Legacy Platforms](#legacy-platforms)
+    - [Red Hat Storage](#red-hat-storage)
     - [Storage Definitions](#storage-definitions)
   - [Kubernetes CSI](#kubernetes-csi)
     - [Documentation](#documentation)
@@ -76,6 +72,7 @@
     - [Performance Analysis](#performance-analysis)
     - [Platform Integration](#platform-integration)
     - [Storage Operators](#storage-operators)
+    - [Storage Orchestrators](#storage-orchestrators)
   - [Object Storage](#object-storage-1)
     - [MinIO](#minio)
 1. [Storage and Data](#storage-and-data)
@@ -84,8 +81,6 @@
   - [Data on Kubernetes](#data-on-kubernetes)
     - [Community Hub](#community-hub)
     - [Industry Research](#industry-research)
-  - [Performance Benchmarking](#performance-benchmarking)
-    - [Etcd Storage Tuning](#etcd-storage-tuning)
 
 ## Architectural Foundations
 
@@ -130,13 +125,6 @@
   - [Curve: opencurve.io](https://opencurve.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Curve: opencurve.io in the Kubernetes Tools ecosystem.
   - [blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with' Kubestr](https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with' Kubestr in the Kubernetes Tools ecosystem.
   - [Discoblocks: ondat.io/discoblocks](https://www.ondat.io/discoblocks)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Discoblocks: ondat.io/discoblocks 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
@@ -193,23 +181,6 @@
 #### 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
@@ -246,13 +217,28 @@
   - **(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.
 #### Storage Definitions
 
   - **(2021)** [searchstorage.techtarget.com: IBM Spectrum](https://www.techtarget.com/searchitchannel/definition/IBM-International-Business-Machines)  [COMMUNITY-TOOL] β€” An educational reference defining the scope, capabilities, and historical context of IBM's software-defined storage portfolio. It details how disaggregating storage management software from physical hardware streamlines data mobility across hybrid-cloud infrastructures.
@@ -330,6 +316,9 @@
 #### 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
@@ -350,12 +339,7 @@
 #### 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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md) | [Kubectl Commands](./kubectl-commands.md)
 
diff --git a/v2-docs/kubernetes-tools.md b/v2-docs/kubernetes-tools.md
index 2fe47f70..2f9bd4bc 100644
--- a/v2-docs/kubernetes-tools.md
+++ b/v2-docs/kubernetes-tools.md
@@ -120,8 +120,12 @@
 1. [Cloud Native Networking](#cloud-native-networking)
   - [Service Proxy](#service-proxy)
     - [Integration Tools](#integration-tools)
-1. [Cloud Native Platforms](#cloud-native-platforms)
+1. [Cloud Native Operations](#cloud-native-operations)
   - [Kubernetes](#kubernetes-1)
+    - [Configuration Management](#configuration-management-1)
+    - [Policy Enforcement](#policy-enforcement)
+1. [Cloud Native Platforms](#cloud-native-platforms)
+  - [Kubernetes](#kubernetes-2)
     - [Multi-Arch Telemetry](#multi-arch-telemetry)
 1. [Cloud Native Security](#cloud-native-security)
   - [Infrastructure Security](#infrastructure-security)
@@ -148,7 +152,7 @@
     - [Telecom Platforms](#telecom-platforms)
   - [Cloud Provisioning](#cloud-provisioning)
     - [Multi-tenant Provisioner](#multi-tenant-provisioner)
-  - [Configuration Management](#configuration-management-1)
+  - [Configuration Management](#configuration-management-2)
     - [Dynamic Metadata](#dynamic-metadata)
   - [Cost Optimization](#cost-optimization-1)
     - [Metrics Analysis](#metrics-analysis)
@@ -184,7 +188,7 @@
 1. [Configuration](#configuration)
   - [CDK and DSLs](#cdk-and-dsls)
     - [CDK8s](#cdk8s)
-1. [Configuration Management](#configuration-management-2)
+1. [Configuration Management](#configuration-management-3)
   - [Declarative GitOps](#declarative-gitops)
     - [Kustomize Extensions](#kustomize-extensions)
     - [Packaging](#packaging-1)
@@ -199,7 +203,7 @@
   - [Upgrade Governance](#upgrade-governance)
     - [API Deprecations](#api-deprecations)
 1. [Container Orchestration](#container-orchestration)
-  - [Kubernetes](#kubernetes-2)
+  - [Kubernetes](#kubernetes-3)
     - [EKS](#eks)
 1. [Containers](#containers)
   - [Developer Tooling](#developer-tooling-1)
@@ -255,7 +259,7 @@
     - [Context Management](#context-management)
     - [Object Relationships](#object-relationships)
     - [Traffic Management](#traffic-management)
-  - [Configuration Management](#configuration-management-3)
+  - [Configuration Management](#configuration-management-4)
     - [Visual Generators](#visual-generators)
   - [Filesystems](#filesystems)
     - [Resource Visualization](#resource-visualization)
@@ -309,6 +313,9 @@
 1. [Documentation](#documentation)
   - [Diagramming](#diagramming)
     - [Developer Tooling](#developer-tooling-2)
+1. [Ecosystem](#ecosystem)
+  - [Developer Tooling](#developer-tooling-3)
+    - [CLI Utilities](#cli-utilities-2)
 1. [Edge Computing](#edge-computing)
   - [Lightweight Kubernetes](#lightweight-kubernetes)
     - [Red Hat Ecosystem](#red-hat-ecosystem)
@@ -342,7 +349,7 @@
     - [Packaging Formats](#packaging-formats)
   - [CICD Orchestration](#cicd-orchestration)
     - [Deployment Helpers](#deployment-helpers)
-  - [Configuration Management](#configuration-management-4)
+  - [Configuration Management](#configuration-management-5)
     - [Developer Productivity](#developer-productivity-1)
     - [Drift Detection](#drift-detection)
     - [Sidecar Utilities](#sidecar-utilities)
@@ -430,12 +437,14 @@
     - [Edge Networking](#edge-networking)
   - [Virtualization](#virtualization-1)
     - [Hypervisor](#hypervisor)
+  - [Windows Containers](#windows-containers)
+    - [Guides](#guides)
 1. [Infrastructure and Hardware](#infrastructure-and-hardware)
   - [AIML Infrastructure](#aiml-infrastructure)
     - [Hardware Integration](#hardware-integration)
 1. [Infrastructure and Platform](#infrastructure-and-platform)
   - [Kubernetes Tooling](#kubernetes-tooling)
-    - [CLI Utilities](#cli-utilities-2)
+    - [CLI Utilities](#cli-utilities-3)
     - [Developer Experience](#developer-experience-4)
     - [FinOps and Analytics](#finops-and-analytics)
 1. [Infrastructure Optimization](#infrastructure-optimization)
@@ -444,7 +453,10 @@
 1. [Infrastructure as Code](#infrastructure-as-code-3)
   - [Kubernetes Provisioning](#kubernetes-provisioning)
     - [Migration](#migration)
-1. [Kubernetes](#kubernetes-3)
+1. [Introductory](#introductory)
+  - [Concepts](#concepts)
+    - [Core Resources](#core-resources)
+1. [Kubernetes](#kubernetes-4)
   - [AIOps](#aiops)
     - [Diagnostics](#diagnostics)
   - [Developer Experience](#developer-experience-5)
@@ -566,7 +578,7 @@
     - [Job Monitoring](#job-monitoring)
   - [Audit Logging](#audit-logging)
     - [Change Tracking](#change-tracking)
-  - [CLI Utilities](#cli-utilities-3)
+  - [CLI Utilities](#cli-utilities-4)
     - [Image Security](#image-security)
     - [Pod Status](#pod-status)
   - [ChatOps](#chatops)
@@ -576,7 +588,7 @@
   - [Cluster Monitoring](#cluster-monitoring)
     - [Connectivity Checkers](#connectivity-checkers)
   - [Dashboards](#dashboards)
-    - [Developer Tooling](#developer-tooling-3)
+    - [Developer Tooling](#developer-tooling-4)
   - [Debugging](#debugging-1)
     - [CLI Extensions](#cli-extensions)
     - [Pre-flight Checks](#pre-flight-checks)
@@ -612,7 +624,7 @@
   - [Developer Productivity](#developer-productivity-2)
     - [Port Forwarding](#port-forwarding-3)
   - [Log Aggregation](#log-aggregation)
-    - [CLI Utilities](#cli-utilities-4)
+    - [CLI Utilities](#cli-utilities-5)
     - [UI Tools](#ui-tools-3)
   - [Resource Cleanup](#resource-cleanup-1)
     - [Cluster Hygiene](#cluster-hygiene)
@@ -752,6 +764,9 @@
     - [Benchmarking](#benchmarking-1)
     - [Observability](#observability-3)
     - [Stress Testing](#stress-testing)
+1. [Performance Engineering](#performance-engineering)
+  - [Kubernetes Optimization](#kubernetes-optimization)
+    - [Autonomous Tuning](#autonomous-tuning)
 1. [Platform](#platform)
   - [Application Platform](#application-platform)
     - [Custom Resources](#custom-resources-1)
@@ -792,7 +807,7 @@
   - [Multi-Cluster Routing](#multi-cluster-routing-1)
     - [Fleet Orchestration](#fleet-orchestration)
   - [Multi-Tenancy](#multi-tenancy-3)
-    - [Policy Enforcement](#policy-enforcement)
+    - [Policy Enforcement](#policy-enforcement-1)
   - [Service Mesh Management](#service-mesh-management)
     - [Educational Material](#educational-material-3)
     - [Observability Platforms](#observability-platforms)
@@ -872,7 +887,7 @@
   - [Policy and Admission Control](#policy-and-admission-control)
     - [Runtime Security](#runtime-security-1)
       - [Legacy Tools](#legacy-tools-1)
-  - [Policy Enforcement](#policy-enforcement-1)
+  - [Policy Enforcement](#policy-enforcement-2)
     - [Admission Control](#admission-control-5)
     - [Deprecation Check](#deprecation-check)
   - [RBAC](#rbac-1)
@@ -919,7 +934,7 @@
 1. [Security and Hardening](#security-and-hardening)
   - [Educational Material](#educational-material-4)
     - [Penetration Testing](#penetration-testing)
-  - [Policy Enforcement](#policy-enforcement-2)
+  - [Policy Enforcement](#policy-enforcement-3)
     - [Educational Material](#educational-material-5)
   - [Vulnerability Assessment](#vulnerability-assessment)
     - [Educational Material](#educational-material-6)
@@ -932,7 +947,7 @@
   - [Compliance and Auditing](#compliance-and-auditing)
     - [Dependency Tracking](#dependency-tracking)
     - [Static Code Analysis](#static-code-analysis)
-  - [Configuration Management](#configuration-management-5)
+  - [Configuration Management](#configuration-management-6)
     - [Backup Tools](#backup-tools)
     - [Sync Controllers](#sync-controllers)
   - [Secrets Management](#secrets-management-1)
@@ -1280,10 +1295,21 @@
 #### 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 Platforms
+## 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
+
+  - **(2022)** [==datree.io==](https://www.datree.io) [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An enterprise-grade CLI validation engine built to run policy and configuration checks on Kubernetes manifests. Datree evaluates configurations against schema rules and security standards before they reach clusters. This is a critical validation step for CI/CD GitOps pipelines.
+  - **(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)
+
 #### 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.
@@ -1353,7 +1379,7 @@
 #### 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 (1)
+### Configuration Management (2)
 
 #### Dynamic Metadata
 
@@ -1446,7 +1472,7 @@
 #### 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 (2)
+## Configuration Management (3)
 
 ### Declarative GitOps
 
@@ -1484,7 +1510,7 @@
   - **(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 (2)
+### Kubernetes (3)
 
 #### EKS
 
@@ -1624,7 +1650,7 @@
 #### 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 (3)
+### Configuration Management (4)
 
 #### Visual Generators
 
@@ -1764,6 +1790,13 @@
 #### Developer Tooling (2)
 
   - **(2026)** [ASCIIFlow](https://asciiflow.com) [TYPESCRIPT CONTENT]  [COMMUNITY-TOOL] β€” ASCIIFlow is a highly practical, browser-based editor used to design clear, text-based ASCII flowcharts and architecture diagrams. It is widely valued by software engineers and systems architects for embedding clean diagrams directly into markdown readme files, codebases, and configuration headers. This straightforward design utility simplifies collaborative technical documentation across teams.
+## Ecosystem
+
+### Developer Tooling (3)
+
+#### CLI Utilities (2)
+
+  - **(2021)** [itnext.io: Kubernetes Essential Tools: 2021](https://itnext.io/kubernetes-essential-tools-2021-def12e84c572)  [COMMUNITY-TOOL] β€” An expert selection of developer and operator terminal utilities designed to streamline interaction with Kubernetes clusters. Reviews advanced interactive CLI browsers like k9s, visual dashboards like Lens, log stream multiplexers like Stern, and context switches like kubectx.
 ## Edge Computing
 
 ### Lightweight Kubernetes
@@ -1845,7 +1878,7 @@
 #### 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 (4)
+### Configuration Management (5)
 
 #### Developer Productivity (1)
 
@@ -2075,6 +2108,11 @@
 #### Hypervisor
 
   - **(2025)** [smartxworks/virtink](https://github.com/smartxworks/virtink) ⭐ 607  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟 [COMMUNITY-TOOL] β€” Virtink is a cloud-native virtualization operator designed to orchestrate lightweight virtual machines natively inside Kubernetes. Utilizing Cloud-Hypervisor as its backend, it serves as an agile, low-overhead alternative to KubeVirt for building hyper-converged architectures.
+### Windows Containers
+
+#### Guides
+
+  - **(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 and Hardware
 
 ### AIML Infrastructure
@@ -2086,7 +2124,7 @@
 
 ### Kubernetes Tooling
 
-#### CLI Utilities (2)
+#### CLI Utilities (3)
 
   - **(2022)** [==kubech (kubectl change)==](https://github.com/DevOpsHiveHQ/kubech) ⭐ 156  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” kubech (kubectl change) is a lightweight CLI utility that enables rapid, interactive switching of Kubernetes contexts and namespaces. Enhances workflow security by reducing terminal navigation steps.
 #### Developer Experience (4)
@@ -2116,7 +2154,14 @@
 #### Migration
 
   - **(2026)** [pulumi/kube2pulumi](https://github.com/pulumi/kube2pulumi) ⭐ 107  [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” Open-source command-line tool designed to convert static Kubernetes YAML templates or dynamically generated Helm outputs directly into isomorphic, compilable Pulumi configurations.
-## Kubernetes (3)
+## Introductory
+
+### Concepts
+
+#### Core Resources
+
+  - **(2021)** [community.suse.com: Stupid Simple Kubernetesβ€Šβ€”β€ŠDeployments, Services and Ingresses Explained](https://www.rancher.com/community)  [COMMUNITY-TOOL] β€” Provides a clean, foundational model detailing the relationship between Deployments, Services, and Ingress resources. Explains how these layers work together to manage container replicas, handle traffic distribution, and expose APIs to external users.
+## Kubernetes (4)
 
 ### AIOps
 
@@ -2179,12 +2224,12 @@
 ### General Reference
 
   - [armosec.io: Use Kubescape to check if your Kubernetes clusters are exposed to the latest K8s Symlink vulnerability (CVE-2021-25741)](https://www.armosec.io/cve-vulnerability-database)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.armosec.io in the Kubernetes Tools ecosystem.
-  - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem.
-  - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem.
+  - [medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity](https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity in the Kubernetes Tools ecosystem.
   - [Web-Check](https://web-check.xyz)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Web-Check in the Kubernetes Tools ecosystem.
   - [medium.com/gquiman: K8Studio, Helm and Kubernetes management](https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/gquiman: K8Studio, Helm and Kubernetes management in the Kubernetes Tools ecosystem.
+  - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem.
+  - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem.
   - [medium.com/globant: Infrastructure as Code using Kubernetes](https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/globant: Infrastructure as Code using Kubernetes in the Kubernetes Tools ecosystem.
-  - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.
   - [blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in' 2022](https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in' 2022 in the Kubernetes Tools ecosystem.
   - [devops.cisel.ch: Kubernetes operational tools you must TRY](https://devops.cisel.ch/kubernetes-operational-tools-you-must-try)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering devops.cisel.ch: Kubernetes operational tools you must TRY in the Kubernetes Tools ecosystem.
   - [medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy](https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy in the Kubernetes Tools ecosystem.
@@ -2197,7 +2242,6 @@
   - [cncf.io: What is Polaris? Kubernetes open source configuration validation' 🌟](https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-source-configuration-validation)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cncf.io: What is Polaris? Kubernetes open source configuration validation' 🌟 in the Kubernetes Tools ecosystem.
   - [medium: How to Validate Your Kubernetes Cluster With Sonobuoy 🌟](https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: How to Validate Your Kubernetes Cluster With Sonobuoy 🌟 in the Kubernetes Tools ecosystem.
   - [kalm.dev 🌟](https://kalm.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kalm.dev 🌟 in the Kubernetes Tools ecosystem.
-  - [medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity](https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity in the Kubernetes Tools ecosystem.
   - [blog.devgenius.io: K8s β€” Kubecolor Introduction](https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.devgenius.io: K8s β€” Kubecolor Introduction in the Kubernetes Tools ecosystem.
   - [reconshell.com: Kubei – Kubernetes Runtime Vulnerabilities Scanner 🌟](https://reconshell.com/kubei-kubernetes-runtime-vulnerabilities-scanner)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reconshell.com: Kubei – Kubernetes Runtime Vulnerabilities Scanner 🌟 in the Kubernetes Tools ecosystem.
   - [outdated.sh 🌟](https://outdated.sh)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering outdated.sh 🌟 in the Kubernetes Tools ecosystem.
@@ -2205,6 +2249,7 @@
   - [KTail: Kubernetes log viewer 🌟](https://www.ktail.de)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering KTail: Kubernetes log viewer 🌟 in the Kubernetes Tools ecosystem.
   - [blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them' via FluxCD](https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them' via FluxCD in the Kubernetes Tools ecosystem.
   - [KUDO: The Kubernetes Universal Declarative Operator 🌟](https://kudo.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering KUDO: The Kubernetes Universal Declarative Operator 🌟 in the Kubernetes Tools ecosystem.
+  - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.
   - [medium.com/@ryan.dardis: KubeClarity β€” Cloud-Native Security Scanning for' your Kubernetes Cluster and more](https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@ryan.dardis: KubeClarity β€” Cloud-Native Security Scanning for' your Kubernetes Cluster and more in the Kubernetes Tools ecosystem.
   - [medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience](https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience in the Kubernetes Tools ecosystem.
   - [faun.pub: A browser based remote desktop solution on kubernetes](https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: A browser based remote desktop solution on kubernetes in the Kubernetes Tools ecosystem.
@@ -2492,7 +2537,7 @@
 #### Change Tracking
 
   - **(2022)** [home.robusta.dev: Why everyone should track Kubernetes changes and top four' ways to do so](https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways) 🌟🌟🌟 [COMMUNITY-TOOL] β€” An analytical guide exploring the operational necessity of tracking live cluster configuration modifications. The post contrasts change-tracking methods, including Kubernetes API auditing, GitOps synchronization differentials, and real-time alerting engines like Robusta and Kubeshark.
-### CLI Utilities (3)
+### CLI Utilities (4)
 
 #### Image Security
 
@@ -2517,7 +2562,7 @@
   - **(2021)** [==kmoncon==](https://github.com/Stono/kconmon) ⭐ 287  [NODE.JS CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A connection monitoring tool that tests internal and external cluster connectivity paths actively from the inside out. Dispatches continuous diagnostics metrics to trace latency, DNS resolution, and structural network failures across namespaces.
 ### Dashboards
 
-#### Developer Tooling (3)
+#### Developer Tooling (4)
 
   - **(2023)** [==vmware-tanzu/octant==](https://github.com/vmware-archive/octant) ⭐ 6247  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Octant was an open-source, extensible developer dashboard designed to visualize local and remote Kubernetes cluster states, resource dependencies, and logs. Project development was officially archived in 2023 as developers shifted to other open-source or commercial alternatives like Lens, OpenLens, and K9s.
 ### Debugging (1)
@@ -2609,7 +2654,7 @@
   - **(2023)** [==github.com/hcavarsan/kftray ⭐==](https://github.com/hcavarsan/kftray) ⭐ 1524  [TYPESCRIPT / RUST CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” KFTray is a desktop-native menubar utility designed to manage multiple simultaneous kubectl port forwarding connections. It simplifies complex local development loops by allowing engineers to save, group, and dynamically trigger port-forward rules across distinct clusters and namespaces.
 ### Log Aggregation
 
-#### CLI Utilities (4)
+#### CLI Utilities (5)
 
   - **(2015)** [==Stern 🌟==](https://github.com/stern/stern) ⭐ 4733  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Stern is a highly efficient Go-based CLI utility that tails logs from multiple pods and containers within a cluster, utilizing regular expressions for flexible Pod selection. It automatically handles the lifecycle of newly spawned pods, appending them to the output stream on the fly.
   - **(2010)** [==Kubetail 🌟==](https://github.com/johanhaleby/kubetail) ⭐ 3489  [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Johanhaleby's Kubetail is a lightweight, widely adopted Bash script that aggregates logs from multiple Kubernetes Pods into a single streaming stdout stream. It utilizes wildcard and regex matching patterns to capture dynamic Pod names, color-coding outputs per container to streamline manual log inspections.
@@ -2991,6 +3036,13 @@
 #### Stress Testing
 
   - **(2021)** [openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift 🌟](https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift) [MARKDOWN CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Red Hat's official announcement and architectural breakdown of kube-burner. It covers how the tool enables platform engineers to benchmark OpenShift and standard Kubernetes cluster limits by automating mass resource creation and metric collection.
+## 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
 
 ### Application Platform
@@ -3097,7 +3149,7 @@
   - **(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
+#### Policy Enforcement (1)
 
   - **(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
@@ -3305,7 +3357,7 @@
 ##### 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 (1)
+### Policy Enforcement (2)
 
 #### Admission Control (5)
 
@@ -3432,7 +3484,7 @@
 #### 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 (2)
+### Policy Enforcement (3)
 
 #### Educational Material (5)
 
@@ -3469,7 +3521,7 @@
 
   - **(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 (5)
+### Configuration Management (6)
 
 #### Backup Tools
 
@@ -3619,5 +3671,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/kubernetes-troubleshooting.md b/v2-docs/kubernetes-troubleshooting.md
index 920c7e84..7e871471 100644
--- a/v2-docs/kubernetes-troubleshooting.md
+++ b/v2-docs/kubernetes-troubleshooting.md
@@ -20,6 +20,9 @@
 1. [Cloud-Native Platforms](#cloud-native-platforms)
   - [Operating Systems](#operating-systems)
     - [Flatcar Linux](#flatcar-linux)
+1. [Container Runtimes](#container-runtimes)
+  - [containerd](#containerd)
+    - [ctr CLI](#ctr-cli)
 1. [Development Workflow](#development-workflow)
   - [IDE Extensions](#ide-extensions)
     - [Bridge to Kubernetes](#bridge-to-kubernetes)
@@ -67,6 +70,9 @@
     - [Real-World Examples](#real-world-examples)
   - [Troubleshooting Tooling](#troubleshooting-tooling)
     - [kubectl plugins](#kubectl-plugins)
+1. [Kubernetes Platform Engine](#kubernetes-platform-engine)
+  - [Cluster Operations](#cluster-operations)
+    - [Memory Management](#memory-management)
 1. [Observability](#observability-1)
   - [Debugging](#debugging)
     - [Automation](#automation)
@@ -93,7 +99,6 @@
 
 #### General Reference
 
-  - [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.
   - [medium: 5 tips for troubleshooting apps on Kubernetes](https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: 5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.
   - [veducate.co.uk: How to fix in Kubernetes – Deleting a PVC stuck in status' β€œTerminating”](https://veducate.co.uk/kubernetes-pvc-terminating)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering veducate.co.uk: How to fix in Kubernetes – Deleting a PVC stuck in status' β€œTerminating” in the Kubernetes Tools ecosystem.
   - [levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes](https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes in the Kubernetes Tools ecosystem.
@@ -132,6 +137,7 @@
   - [medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating' state](https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-terminating-state-ea46c5fff045)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating' state in the Kubernetes Tools ecosystem.
   - [medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes.](https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kubernetes-b28bfdd7502)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes. in the Kubernetes Tools ecosystem.
   - [medium.com/geekculture: K8s Troubleshooting β€” How to Debug CoreDNS Issues](https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-724e8b973cfc)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/geekculture: K8s Troubleshooting β€” How to Debug CoreDNS Issues 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.
   - [How to quarantine pods](https://www.reddit.com/r/kubernetes/comments/gt3uvg/how_to_quarantine_pods)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering How to quarantine pods in the Kubernetes Tools ecosystem.
   - [tetrate.io: How to debug microservices in Kubernetes with proxy, sidecar' or service mesh?](https://www.tetrate.io/blog/how-to-debug-microservices-in-kubernetes-with-proxy-sidecar-or-service-mesh)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering tetrate.io: How to debug microservices in Kubernetes with proxy, sidecar' or service mesh? in the Kubernetes Tools ecosystem.
   - [sumanthkumarc.medium.com: Debugging namespace deletion issue in Kubernetes](https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernetes-f6f8b40a4368)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering sumanthkumarc.medium.com: Debugging namespace deletion issue in Kubernetes in the Kubernetes Tools ecosystem.
@@ -168,6 +174,13 @@
 #### 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
 
 ### IDE Extensions
@@ -297,6 +310,13 @@
 #### kubectl plugins
 
   - **(2020)** [==kubectl-debug==](https://github.com/aylei/kubectl-debug) ⭐ 2305  [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” Originally a popular community-built plugin to launch debugging containers within target pods, `kubectl-debug` has largely been superseded by native Kubernetes Ephemeral Containers (`kubectl debug` command) in modern releases. This project remains a valuable reference for historical context and legacy cluster compatibility. For modern clusters, engineers are strongly advised to transition to built-in Kubernetes diagnostic commands.
+## 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.
 ## Observability (1)
 
 ### Debugging
@@ -309,7 +329,6 @@
   - **(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
 
@@ -353,5 +372,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/kubernetes-tutorials.md b/v2-docs/kubernetes-tutorials.md
index 0a3d7d15..66a8eac9 100644
--- a/v2-docs/kubernetes-tutorials.md
+++ b/v2-docs/kubernetes-tutorials.md
@@ -24,45 +24,29 @@
     - [Spanish Tutorials](#spanish-tutorials)
   - [Enterprise Kubernetes](#enterprise-kubernetes)
     - [OpenShift Infrastructure Deployment](#openshift-infrastructure-deployment)
-1. [Cloud Native Infrastructure](#cloud-native-infrastructure)
-  - [Service Mesh](#service-mesh)
-    - [Tutorials](#tutorials)
 1. [Cloud-Native Infrastructure](#cloud-native-infrastructure)
   - [Learning Resources](#learning-resources)
     - [Kubernetes Courses](#kubernetes-courses)
-1. [Container Orchestration](#container-orchestration-1)
-  - [AKS Labs](#aks-labs)
-    - [Hands-on Learning](#hands-on-learning)
 1. [DevOps](#devops)
   - [Automation](#automation)
     - [Education Tooling](#education-tooling)
 1. [DevOps and CICD](#devops-and-cicd)
   - [Roadmaps](#roadmaps)
     - [Career Path](#career-path)
-1. [Frontend Development](#frontend-development)
-  - [React Framework](#react-framework)
-    - [State Management](#state-management)
 1. [Fundamentals](#fundamentals)
   - [Developer Workflows](#developer-workflows)
     - [Architecture](#architecture)
-1. [Infrastructure](#infrastructure)
-  - [Networking](#networking)
-    - [Fundamentals](#fundamentals-1)
-      - [Service Discovery](#service-discovery)
-1. [Kubernetes](#kubernetes)
-  - [Troubleshooting](#troubleshooting)
-    - [Guides](#guides)
 1. [Kubernetes Tools](#kubernetes-tools)
   - [General Reference](#general-reference)
 1. [Orchestration](#orchestration)
   - [Containers and Kubernetes](#containers-and-kubernetes)
     - [Video Series](#video-series)
       - [Foundations](#foundations)
-  - [Kubernetes](#kubernetes-1)
+  - [Kubernetes](#kubernetes)
     - [Comprehensive Reference](#comprehensive-reference)
     - [Continuous Learning](#continuous-learning)
       - [Platform Engineering](#platform-engineering)
-    - [Fundamentals](#fundamentals-2)
+    - [Fundamentals](#fundamentals-1)
     - [Hands-on Labs](#hands-on-labs-1)
       - [Cheat Sheets](#cheat-sheets)
     - [Interactive Platform](#interactive-platform)
@@ -77,20 +61,15 @@
     - [Video Series](#video-series-1)
       - [Bare Metal and Local](#bare-metal-and-local)
       - [Enterprise Fundamentals](#enterprise-fundamentals)
-      - [Fundamentals](#fundamentals-3)
+      - [Fundamentals](#fundamentals-2)
       - [Networking and Core](#networking-and-core)
       - [Production Mechanics](#production-mechanics)
   - [Kubernetes Fundamentals](#kubernetes-fundamentals)
     - [Visual Learning](#visual-learning)
-1. [Platform Engineering](#platform-engineering-1)
-  - [Kubernetes GitOps and Packaging](#kubernetes-gitops-and-packaging)
-    - [Learning Hubs](#learning-hubs)
 1. [Professional Development](#professional-development)
   - [Opinion and Strategy](#opinion-and-strategy-1)
     - [Course Reviews](#course-reviews)
 1. [Software Engineering](#software-engineering)
-  - [Collaboration](#collaboration)
-    - [Documentation Specifications](#documentation-specifications)
   - [Education](#education-1)
     - [Systems Programming](#systems-programming)
 
@@ -136,13 +115,6 @@
 #### OpenShift Infrastructure Deployment
 
   - **(2023)** [Openshift Baremetal - Installer's Bake-off: Agent vs Assisted vs IPI](https://www.youtube.com/watch?si=vK_9UKjGV8F24Ebt&v=1v15VSKPZRU&feature=youtu.be) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An in-depth technical comparison of OpenShift bare-metal installation strategies. Weighs the architectural pros and cons of Installer-Provisioned Infrastructure (IPI), Assisted Installer setups, and isolated Agent-based workflows.
-## Cloud Native Infrastructure
-
-### Service Mesh
-
-#### Tutorials
-
-  - **(2022)** [Implementing Istio From Start To Finish](https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish)  [COMMUNITY-TOOL] β€” A comprehensive implementation roadmap designed to guide engineering teams through the planning, deployment, and optimization stages of building an enterprise-grade Istio platform from the ground up.
 ## Cloud-Native Infrastructure
 
 ### Learning Resources
@@ -150,13 +122,6 @@
 #### Kubernetes Courses
 
   - **(2024)** [**wardviaene/kubernetes-course**](https://github.com/wardviaene/kubernetes-course) ⭐ 1732  [YAML/GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Accompanying codebase for Ward Viaene's comprehensive Kubernetes course, demonstrating deployments, configurations, microservice communication patterns, and cloud migrations. (Live Grounding: Widely trusted community-backed repository illustrating production-grade YAML configurations).
-## Container Orchestration (1)
-
-### AKS Labs
-
-#### 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.
 ## DevOps
 
 ### Automation
@@ -171,13 +136,6 @@
 #### Career Path
 
   - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) ⭐ 19614  [MARKDOWN CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An extensive, highly-vetted community map outlining modern DevOps and platform engineering educational pathways. Synthesizes knowledge milestones across systems internals, network protocols, continuous integration/continuous delivery protocols, and hybrid observability.
-## 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
@@ -185,27 +143,13 @@
 #### 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
 
-  - [kubernetesbyexample.com](https://kubernetesbyexample.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetesbyexample.com in the Kubernetes Tools ecosystem.
+  - [kubernetesbyexample.com 🌟](https://kubernetesbyexample.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetesbyexample.com in the Kubernetes Tools ecosystem.
+  - [Automating Kubernetes Deployments with Helm Charts](https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Kubernetes Deployments with Helm Charts 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.
   - [medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters](https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-clusters-c1509e409e16)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters in the Kubernetes Tools ecosystem.
   - [medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating' Containers](https://medium.com/free-code-camp/learn-kubernetes-in-under-3-hours-a-detailed-guide-to-orchestrating-containers-114ff420e882)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating' Containers in the Kubernetes Tools ecosystem.
   - [kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7](https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7 in the Kubernetes Tools ecosystem.
@@ -223,8 +167,6 @@
   - [udemy.com: Learn DevOps: Advanced Kubernetes Usage](https://www.udemy.com/learn-devops-advanced-kubernetes-usage)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering udemy.com: Learn DevOps: Advanced Kubernetes Usage in the Kubernetes Tools ecosystem.
   - [medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022](https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022 in the Kubernetes Tools ecosystem.
   - [udemy.com: Just enough kubernetes to be dangerous (free)](https://www.udemy.com/course/just-enough-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering udemy.com: Just enough kubernetes to be dangerous (free) 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.
-  - [Automating Kubernetes Deployments with Helm Charts](https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Automating Kubernetes Deployments with Helm Charts in the Kubernetes Tools ecosystem.
   - [exploreneptune.io 🌟](https://exploreneptune.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==exploreneptune.io== 🌟 in the Kubernetes Tools ecosystem.
 ## Orchestration
 
@@ -235,7 +177,7 @@
 ##### 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 (1)
+### Kubernetes
 
 #### Comprehensive Reference
 
@@ -246,7 +188,7 @@
 ##### 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 (2)
+#### Fundamentals (1)
 
   - **(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)
@@ -288,7 +230,7 @@
 ##### 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 (3)
+##### Fundamentals (2)
 
   - **(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
@@ -302,13 +244,6 @@
 #### Visual Learning
 
   - **(2022)** [**cloud.google.com: kubernetes comic**](https://cloud.google.com/kubernetes-engine/kubernetes-comic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Google's classic, highly creative visual guide explaining modern container scaling, lifecycle, and orchestration concepts through graphic storytelling. Perfect for explaining Kubernetes business advantages to technical managers.
-## Platform Engineering (1)
-
-### Kubernetes GitOps and Packaging
-
-#### 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.
 ## Professional Development
 
 ### Opinion and Strategy (1)
@@ -318,11 +253,6 @@
   - **(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
@@ -330,5 +260,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/kubernetes.md b/v2-docs/kubernetes.md
index f854c0c8..6a727bd4 100644
--- a/v2-docs/kubernetes.md
+++ b/v2-docs/kubernetes.md
@@ -71,7 +71,6 @@
     - [Distributed Systems](#distributed-systems)
     - [Fundamentals](#fundamentals-1)
     - [Node Lifecycle](#node-lifecycle)
-    - [Scalability Limits](#scalability-limits)
   - [Deployment Anti-Patterns](#deployment-anti-patterns)
     - [Operational Safety](#operational-safety)
   - [Design Patterns](#design-patterns)
@@ -102,8 +101,6 @@
     - [Compute Scaling](#compute-scaling)
   - [Internal Mechanics](#internal-mechanics)
     - [Control Loops](#control-loops)
-  - [Kubernetes Enhancements](#kubernetes-enhancements)
-    - [Resources](#resources)
   - [Microservices](#microservices-1)
     - [Platform Engineering](#platform-engineering)
   - [Migration](#migration)
@@ -136,9 +133,6 @@
     - [Control Plane](#control-plane-4)
   - [Workloads](#workloads)
     - [Enterprise Use-Cases](#enterprise-use-cases)
-1. [Architecture and Visualization](#architecture-and-visualization)
-  - [Guides](#guides)
-    - [AWS](#aws)
 1. [Automation](#automation)
   - [Configuration Management](#configuration-management-1)
     - [Ansible](#ansible)
@@ -153,9 +147,6 @@
     - [Best Practices](#best-practices)
   - [GitOps](#gitops)
     - [Policy and Compliance](#policy-and-compliance)
-1. [CICD Pipelines](#cicd-pipelines)
-  - [Security and Supply Chain](#security-and-supply-chain)
-    - [Dependabot](#dependabot)
 1. [Capacity Management](#capacity-management)
   - [Resource Optimization](#resource-optimization)
     - [Node Allocation](#node-allocation)
@@ -176,28 +167,12 @@
 1. [Cloud Architecture](#cloud-architecture)
   - [NoOps and Serverless](#noops-and-serverless)
     - [Overview](#overview)
-1. [Cloud Architecture and Infrastructure Strategy](#cloud-architecture-and-infrastructure-strategy)
-  - [High Availability](#high-availability-1)
-    - [Multi-Region Deployments](#multi-region-deployments)
 1. [Cloud Infrastructure](#cloud-infrastructure)
-  - [Azure Networking](#azure-networking)
-    - [Latency Optimization](#latency-optimization)
   - [Kubernetes](#kubernetes-1)
     - [Workload Management](#workload-management)
-1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
-  - [Container Orchestration](#container-orchestration-2)
-    - [Helm and Packaging](#helm-and-packaging)
 1. [Cloud Native](#cloud-native)
   - [Community](#community)
     - [Directory](#directory)
-    - [Events](#events)
-      - [ArgoCon](#argocon)
-1. [Cloud Native and Kubernetes](#cloud-native-and-kubernetes)
-  - [Networking and Edge Routing](#networking-and-edge-routing)
-    - [Gateway API](#gateway-api)
-1. [Cloud Native and Kubernetes Core](#cloud-native-and-kubernetes-core)
-  - [Container Orchestration](#container-orchestration-3)
-    - [Fundamentals](#fundamentals-3)
 1. [Cloud Native Platforms](#cloud-native-platforms)
   - [Kubernetes](#kubernetes-2)
     - [Telemetry Bundles](#telemetry-bundles)
@@ -216,6 +191,7 @@
   - [On-Premises](#on-premises)
     - [Infrastructure](#infrastructure-1)
   - [Sizing](#sizing)
+    - [Node Allocatable](#node-allocatable)
     - [Research](#research)
     - [Worker Nodes](#worker-nodes)
 1. [Cluster Management](#cluster-management-1)
@@ -281,17 +257,12 @@
 1. [Configuration Management](#configuration-management-2)
   - [Declarative Templates](#declarative-templates)
     - [Programmatic Generation](#programmatic-generation)
-1. [Container Orchestration](#container-orchestration-4)
-  - [Azure Kubernetes Service](#azure-kubernetes-service)
-    - [Well-Architected Framework](#well-architected-framework)
+1. [Container Orchestration](#container-orchestration-2)
   - [Kubernetes](#kubernetes-3)
     - [Community Platforms](#community-platforms)
 1. [Container Runtime](#container-runtime-1)
   - [Core Infrastructure](#core-infrastructure)
     - [Execution Engines](#execution-engines)
-1. [Container Runtimes](#container-runtimes)
-  - [containerd](#containerd)
-    - [ctr CLI](#ctr-cli)
 1. [Containers and Orchestration](#containers-and-orchestration)
   - [Container Concepts](#container-concepts)
     - [Pods Deep Dive](#pods-deep-dive)
@@ -319,7 +290,7 @@
     - [Deployment Map](#deployment-map)
 1. [Core Concepts](#core-concepts-2)
   - [Containerization](#containerization)
-    - [Fundamentals](#fundamentals-4)
+    - [Fundamentals](#fundamentals-3)
     - [Virtualization Layers](#virtualization-layers)
   - [Introduction](#introduction)
     - [Orchestration Basics](#orchestration-basics)
@@ -354,9 +325,6 @@
 1. [Data Management](#data-management)
   - [Databases](#databases)
     - [Microservices Datastores](#microservices-datastores)
-1. [Deployment and Delivery](#deployment-and-delivery)
-  - [Deployment Strategies](#deployment-strategies)
-    - [Blue-Green and Canary](#blue-green-and-canary)
 1. [DevOps](#devops)
   - [CICD](#cicd-1)
     - [Reference Architecture](#reference-architecture)
@@ -374,9 +342,6 @@
     - [CICD Integration](#cicd-integration)
   - [Validation Protocols](#validation-protocols)
     - [CICD Integration](#cicd-integration-1)
-1. [Ecosystem](#ecosystem-1)
-  - [Developer Tooling](#developer-tooling)
-    - [CLI Utilities](#cli-utilities)
 1. [Education](#education)
   - [Backend Development](#backend-development)
     - [Containerization](#containerization-1)
@@ -396,10 +361,13 @@
     - [Catalog](#catalog)
     - [Concept](#concept)
     - [Tutorial](#tutorial)
+1. [Extensibility](#extensibility-2)
+  - [Operators](#operators)
+    - [Lifecycle Management](#lifecycle-management)
 1. [FinOps](#finops-1)
   - [Resource Optimization](#resource-optimization-1)
     - [API Usage](#api-usage)
-1. [Fundamentals](#fundamentals-5)
+1. [Fundamentals](#fundamentals-4)
   - [Advocacy](#advocacy)
     - [Developer Workflows](#developer-workflows)
   - [Architecture](#architecture-5)
@@ -417,7 +385,7 @@
     - [Best Practices](#best-practices-1)
     - [Complete Guides](#complete-guides)
     - [Conceptual Explanations](#conceptual-explanations)
-    - [Container Runtimes](#container-runtimes-1)
+    - [Container Runtimes](#container-runtimes)
     - [Core Abstractions](#core-abstractions)
     - [Entrypoints](#entrypoints)
     - [History](#history)
@@ -464,7 +432,7 @@
     - [Self-Hosted Clusters](#self-hosted-clusters)
   - [CRI](#cri)
     - [Alternative Runtimes](#alternative-runtimes)
-    - [Container Runtimes](#container-runtimes-2)
+    - [Container Runtimes](#container-runtimes-1)
   - [Container Runtime](#container-runtime-2)
     - [Dockershim Deprecation](#dockershim-deprecation)
     - [RuntimeClass](#runtimeclass)
@@ -479,7 +447,7 @@
     - [etcd Monitoring](#etcd-monitoring)
   - [Etcd](#etcd)
     - [Performance Tuning](#performance-tuning)
-  - [Fundamentals](#fundamentals-6)
+  - [Fundamentals](#fundamentals-5)
     - [Comparisons](#comparisons)
     - [Orchestration Comparisons](#orchestration-comparisons)
   - [Kernel Namespaces](#kernel-namespaces)
@@ -492,7 +460,7 @@
   - [Managed Offerings](#managed-offerings)
     - [Provider Comparison](#provider-comparison)
   - [Migration](#migration-1)
-    - [Container Orchestration](#container-orchestration-5)
+    - [Container Orchestration](#container-orchestration-3)
     - [Dev Environments](#dev-environments)
   - [OS](#os)
     - [Immutable Infrastructure](#immutable-infrastructure)
@@ -500,8 +468,6 @@
     - [OpenStack Integration](#openstack-integration)
   - [Registry](#registry)
     - [Security](#security-1)
-  - [Windows Containers](#windows-containers)
-    - [Guides](#guides-1)
 1. [Infrastructure Optimization](#infrastructure-optimization)
   - [Cluster Architecture](#cluster-architecture-1)
     - [Sizing](#sizing-1)
@@ -512,16 +478,11 @@
     - [FinOps Practices](#finops-practices)
     - [Tooling](#tooling-2)
 1. [Infrastructure as Code](#infrastructure-as-code-1)
-  - [CICD and Delivery](#cicd-and-delivery)
-    - [Self-Hosted Runners](#self-hosted-runners)
   - [Crossplane and Control Planes](#crossplane-and-control-planes)
     - [Overview](#overview-1)
 1. [Introductory](#introductory)
   - [Concepts](#concepts-1)
     - [Kubernetes Basics](#kubernetes-basics)
-1. [Kubernetes Platform Engine](#kubernetes-platform-engine)
-  - [Cluster Operations](#cluster-operations)
-    - [Memory Management](#memory-management)
 1. [Kubernetes Tools](#kubernetes-tools)
   - [General Reference](#general-reference)
 1. [Machine Learning](#machine-learning)
@@ -533,8 +494,6 @@
   - [Service Management](#service-management)
     - [Operator Framework](#operator-framework)
 1. [Networking](#networking-1)
-  - [Core Services](#core-services)
-    - [kube-proxy](#kube-proxy)
   - [Multi-Cloud Networking](#multi-cloud-networking)
     - [VPN Overlay](#vpn-overlay)
   - [Multi-Cluster](#multi-cluster-3)
@@ -554,17 +513,14 @@
   - [Services](#services)
     - [Basics](#basics-1)
     - [Deep Dive](#deep-dive-1)
-    - [Fundamentals](#fundamentals-7)
+    - [Fundamentals](#fundamentals-6)
     - [IPVS](#ipvs)
-  - [kube-proxy](#kube-proxy-1)
+  - [kube-proxy](#kube-proxy)
     - [IPVS Routing](#ipvs-routing)
     - [Traffic Routing](#traffic-routing)
 1. [Networking and Ingress](#networking-and-ingress)
   - [DNS](#dns)
     - [Automation](#automation-1)
-1. [Networking and Security](#networking-and-security)
-  - [Kubernetes Networking](#kubernetes-networking)
-    - [Deep Dive](#deep-dive-2)
 1. [Observability](#observability-1)
   - [Debugging](#debugging-2)
     - [Resource Lifecycle](#resource-lifecycle)
@@ -621,13 +577,13 @@
     - [Resource Cleanup](#resource-cleanup)
   - [Governance](#governance-2)
     - [Maturity Frameworks](#maturity-frameworks)
-  - [High Availability](#high-availability-2)
+  - [High Availability](#high-availability-1)
     - [Deployment Best Practices](#deployment-best-practices)
     - [Failover Mechanics](#failover-mechanics)
   - [Installation](#installation)
     - [Architecture Overview](#architecture-overview)
     - [Bootstrap Methods](#bootstrap-methods)
-  - [Lifecycle Management](#lifecycle-management)
+  - [Lifecycle Management](#lifecycle-management-1)
     - [Day 2 Operations](#day-2-operations)
   - [Maintenance](#maintenance)
     - [Upgrades](#upgrades)
@@ -654,7 +610,7 @@
     - [Checklists](#checklists)
     - [Operational Checklist](#operational-checklist)
   - [Registry](#registry-1)
-    - [High Availability](#high-availability-3)
+    - [High Availability](#high-availability-2)
   - [Reliability](#reliability-3)
     - [Auditing](#auditing)
     - [Probes](#probes-1)
@@ -679,7 +635,7 @@
   - [Session Management](#session-management)
     - [Context Isolation](#context-isolation)
   - [System Administration](#system-administration-1)
-    - [Fundamentals](#fundamentals-8)
+    - [Fundamentals](#fundamentals-7)
   - [Troubleshooting](#troubleshooting-3)
     - [Namespace Deletion](#namespace-deletion)
     - [Reliability](#reliability-4)
@@ -690,7 +646,7 @@
 1. [Orchestration](#orchestration-1)
   - [Concurrency](#concurrency)
     - [Distributed Locks](#distributed-locks)
-  - [Fundamentals](#fundamentals-9)
+  - [Fundamentals](#fundamentals-8)
     - [Pods](#pods-2)
   - [Pod Lifecycle](#pod-lifecycle-1)
     - [Hooks](#hooks)
@@ -741,9 +697,6 @@
     - [Bare Metal and Storage](#bare-metal-and-storage)
   - [Training and Education](#training-and-education)
     - [Tutorials](#tutorials-1)
-1. [Provisioning](#provisioning)
-  - [Deployment Tools](#deployment-tools)
-    - [Ubuntu Stack](#ubuntu-stack)
 1. [Resource Management](#resource-management-2)
   - [Automation and Tools](#automation-and-tools)
     - [Rightsizing Tools](#rightsizing-tools)
@@ -763,7 +716,7 @@
     - [CPU Limits and Throttling](#cpu-limits-and-throttling-1)
     - [Capacity Management](#capacity-management-2)
     - [Capacity Planning](#capacity-planning-3)
-    - [Memory Management](#memory-management-1)
+    - [Memory Management](#memory-management)
     - [Quality of Service QoS](#quality-of-service-qos)
     - [Reliability vs Cost](#reliability-vs-cost)
     - [Requests and Limits](#requests-and-limits)
@@ -809,7 +762,6 @@
   - [Identity](#identity)
     - [OpenShift](#openshift)
   - [Identity and Access](#identity-and-access)
-    - [AKS](#aks)
     - [RBAC](#rbac)
   - [Identity and Access Control](#identity-and-access-control)
     - [Least Privilege](#least-privilege)
@@ -830,7 +782,7 @@
     - [Monitoring and Observability](#monitoring-and-observability)
     - [Static Analysis](#static-analysis)
   - [Registry Integration](#registry-integration)
-    - [Container Runtimes](#container-runtimes-3)
+    - [Container Runtimes](#container-runtimes-2)
   - [Resource Management](#resource-management-3)
     - [Audit](#audit)
   - [Secrets Management](#secrets-management-1)
@@ -856,9 +808,6 @@
 1. [Serverless](#serverless-1)
   - [Knative](#knative)
     - [Architecture Scaling](#architecture-scaling)
-1. [Service Mesh](#service-mesh)
-  - [Networking](#networking-3)
-    - [Traffic Management](#traffic-management)
 1. [Storage](#storage)
   - [Failure Stories](#failure-stories)
     - [Database Migration](#database-migration)
@@ -887,7 +836,7 @@
 1. [Testing](#testing)
   - [API Mocking](#api-mocking)
     - [Microcks](#microcks)
-1. [Traffic Management](#traffic-management-1)
+1. [Traffic Management](#traffic-management)
   - [Ingress](#ingress)
     - [Canary Deployments](#canary-deployments)
 1. [Training](#training)
@@ -1120,9 +1069,6 @@
 #### Node Lifecycle
 
   - **(2021)** [trstringer.com: What Determines if a Kubernetes Node is Ready?](https://trstringer.com/kubernetes-node-ready) [GO CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep dive into node status evaluation mechanics in Kubernetes. It breaks down how the Kubelet posts heartbeats, how the Node Lifecycle Controller handles Lease resources, and how resource exhaustion (PID, disk, memory pressure) updates NodeConditions.
-#### Scalability Limits
-
-  - **(2025)** [==github.com/kubernetes: Kubernetes Scalability thresholds==](https://github.com/kubernetes/community/blob/main/sig-scalability/configs-and-limits/thresholds.md) ⭐ 12886  [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The authoritative SIG-Scalability technical specifications outlining physical structural and behavioral boundaries in a standard Kubernetes cluster (such as a maximum of 5,000 nodes, 150,000 total pods, and etcd throughput limits). Documents constraints and performance degradations encountered as these thresholds are reached.
 ### Deployment Anti-Patterns
 
 #### Operational Safety
@@ -1208,11 +1154,6 @@
 #### 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
@@ -1298,13 +1239,6 @@
 #### Enterprise Use-Cases
 
   - **(2021)** [thenewstack.io: What Workloads Do Businesses Run on Kubernetes?](https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Surveys modern workload distribution patterns on Kubernetes. Identifies the progressive shift from purely stateless microservices to highly data-intensive stateful applications like database instances, AI/ML pipelines, and data queues.
-## Architecture and Visualization
-
-### Guides
-
-#### AWS
-
-  - **(2023)** [What is the best way to generate a visual diagram of the AWS environment which includes VPC, VPN, EC2, and AMIs?](https://www.pluralsight.com) [NONE CONTENT]  [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive tutorial on Pluralsight outlining best-practice workflows for generating infrastructure diagrams. Provides structured advice on combining automated discovery with custom visual canvases.
 ## Automation
 
 ### Configuration Management (1)
@@ -1339,13 +1273,6 @@
 #### Policy and Compliance
 
   - **(2021)** [**itnext.io: Measuring Patching Cadence on Kubernetes with GitOps**](https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25) [YAML CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Outlines a GitOps framework designed to measure, audit, and accelerate software patch delivery within Kubernetes clusters. Outlines the integration of automated image updates with PR-driven deployment logs to gauge team response velocity.
-## CICD Pipelines
-
-### Security and Supply Chain
-
-#### Dependabot
-
-  - **(2025)** [Dependabot Version Updates in Azure DevOps](https://www.returngis.net/2025/02/dependabot-updates-en-azure-devops) [YAML CONTENT]  [COMMUNITY-TOOL] β€” A configuration guide describing the implementation of automated Dependabot scanning mechanisms inside Azure DevOps repositories to detect and secure third-party dependencies.
 ## Capacity Management
 
 ### Resource Optimization
@@ -1395,32 +1322,13 @@
 #### 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
-
-#### 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.
 ### Kubernetes (1)
 
 #### Workload Management
 
   - **(2021)** [K8s prevent queue worker Pod from being killed during deployment](https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” This operations guide details how to prevent queue-consuming pods from being killed mid-job during rolling deployments on Kubernetes. It explains how to coordinate preStop hooks and terminationGracePeriodSeconds configurations.
-## 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
@@ -1428,25 +1336,6 @@
 #### Directory
 
   - **(2021)** [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [MARKDOWN CONTENT]  [LEGACY] β€” A curated directory of 25 Kubernetes experts and thought leaders. While compiled in 2021, current 2026 analysis indicates that many highlighted figures have transitioned to wider Platform Engineering, AI infrastructure, and multi-cloud platform architectures, though their legacy core insights on orchestration remain highly foundational.
-#### Events
-
-##### ArgoCon
-
-  - **(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 (2)
@@ -1494,6 +1383,9 @@
   - **(2018)** [kubernetes.io: Out of the Clouds onto the Ground: How to Make Kubernetes Production Grade Anywhere](https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-make-kubernetes-production-grade-anywhere) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Classic architectural review detailing how to host production-grade Kubernetes outside public cloud boundaries. Addresses high-availability physical networking, load balancer layers, and resilient persistent storage backends.
 ### Sizing
 
+#### Node Allocatable
+
+  - **(2023)** [learnk8s.io: Allocatable memory and CPU in Kubernetes Nodes](https://learnkube.com/allocatable-resources) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Demystifies how Kubernetes computes physical allocatable resources. Deeply details the underlying formulas for `kube-reserved`, `system-reserved`, and eviction thresholds to ensure cluster stability under heavy workloads.
 #### Research
 
   - **(2022)** [docs.google.com - learnk8s.io: Research on the trade offs when choosing an instance type for a kubernetes cluster](https://docs.google.com/spreadsheets/d/1yhkuBJBY2iO2Ax5FcbDMdWD5QLTVO6Y_kYt_VumnEtI/edit) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive reference spreadsheet mapping public cloud compute options. Analyzes network limits, local disks performance, memory ratios, and OS-reserved compute resources to guide infrastructure designers.
@@ -1668,13 +1560,8 @@
 #### 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 (4)
+## Container Orchestration (2)
 
-### Azure Kubernetes Service
-
-#### Well-Architected Framework
-
-  - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [MARKDOWN CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official technical guide mapping Azure Well-Architected Framework (WAF) principles to Azure Kubernetes Service (AKS). It details architectural guidance on cluster networking, high availability, node pools, security integration, and cost management. This serves as the definitive reference for engineering enterprise-grade, highly resilient Kubernetes control and data planes on Azure.
 ### Kubernetes (3)
 
 #### Community Platforms
@@ -1687,13 +1574,6 @@
 #### 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
@@ -1761,7 +1641,7 @@
 
 ### Containerization
 
-#### Fundamentals (4)
+#### Fundamentals (3)
 
   - **(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
@@ -1854,13 +1734,6 @@
 #### Microservices Datastores
 
   - **(2021)** [**itnext.io: How to Add MySql & MongoDB to a Kubernetes .Net Core Microservice Architecture**](https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9) [C# CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Detailing the integration of relational (MySQL) and non-relational (MongoDB) databases into a .NET Core microservices framework on Kubernetes. Examines stateful storage requirements, connection string injection, and the architectural trade-offs of running databases inside versus outside the cluster boundary.
-## Deployment and Delivery
-
-### Deployment Strategies
-
-#### Blue-Green and Canary
-
-  - **(2024)** [semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes)  [COMMUNITY-TOOL] [GUIDE] β€” Technical tutorial illustrating native implementation of blue-green deployments on Kubernetes. Demonstrates how to manipulate service selectors, manage ingress controllers, and swap traffic dynamically with zero application downtime.
 ## DevOps
 
 ### CICD (1)
@@ -1903,13 +1776,6 @@
 
   - **(2021)** [dev.to: A Deep Dive Into Kubernetes Schema Validation](https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll)  [COMMUNITY-TOOL] β€” Breaks down how the API server processes client submissions through OpenAPI schema validators. Details how developers can use automated validation frameworks in CI/CD chains to catch bad resource specs before applying manifests to clusters.
   - **(2021)** [datree.io: A Deep Dive Into Kubernetes Schema Validation 🌟](https://www.datree.io/resources/kubernetes-schema-validation)  [COMMUNITY-TOOL] β€” Deep dive into schema parsing and structural checking of Kubernetes manifests. Compares static scanning utilities with dynamic admission controllers, and outlines strategies for integrating automated validation policies into development pipelines.
-## Ecosystem (1)
-
-### Developer Tooling
-
-#### CLI Utilities
-
-  - **(2021)** [itnext.io: Kubernetes Essential Tools: 2021](https://itnext.io/kubernetes-essential-tools-2021-def12e84c572)  [COMMUNITY-TOOL] β€” An expert selection of developer and operator terminal utilities designed to streamline interaction with Kubernetes clusters. Reviews advanced interactive CLI browsers like k9s, visual dashboards like Lens, log stream multiplexers like Stern, and context switches like kubectx.
 ## Education
 
 ### Backend Development
@@ -1961,6 +1827,13 @@
 #### Tutorial
 
   - **(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 (1)
 
 ### Resource Optimization (1)
@@ -1968,7 +1841,7 @@
 #### 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 (5)
+## Fundamentals (4)
 
 ### Advocacy
 
@@ -2014,7 +1887,7 @@
 #### 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 (1)
+#### Container Runtimes
 
   - **(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
@@ -2135,7 +2008,7 @@
 #### 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 (2)
+#### Container Runtimes (1)
 
   - **(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)
@@ -2175,7 +2048,7 @@
 #### 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 (6)
+### Fundamentals (5)
 
 #### Comparisons
 
@@ -2211,7 +2084,7 @@
   - **(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 (5)
+#### Container Orchestration (3)
 
   - **(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
@@ -2232,11 +2105,6 @@
 #### Security (1)
 
   - **(2022)** [linuxtechi.com: How to Setup Private Docker Registry in Kubernetes (k8s)](https://www.linuxtechi.com/setup-private-docker-registry-kubernetes) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Presents the setup process for a secure private container registry deployed directly inside a target Kubernetes cluster. Details registry credentials, PersistentVolume storage attachments, TLS configurations, and Ingress routing rules.
-### Windows Containers
-
-#### Guides (1)
-
-  - **(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 Optimization
 
 ### Cluster Architecture (1)
@@ -2273,11 +2141,6 @@
   - **(2021)** [rtfm.co.ua: Kubernetes: Cluster Cost Monitoring – Kubernetes Resource Report and Kubecost](https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-report-and-kubecost) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Contrasts the resource-efficient 'Kubernetes Resource Report' project with the full-featured analytical depth of Kubecost. Assists engineers in finding the ideal balance between low deployment overhead and comprehensive reporting capability.
 ## Infrastructure as Code (1)
 
-### CICD and Delivery
-
-#### 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)
@@ -2290,13 +2153,6 @@
 #### 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
@@ -2306,13 +2162,14 @@
   - [containerjournal.com: The Rise of the KubeMaster 🌟](https://cloudnativenow.com/features/the-rise-of-the-kubemaster)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cloudnativenow.com in the Kubernetes Tools ecosystem.
   - [geekflare.com: 10 Kubernetes Best Practices for Better Container Orchestration](https://geekflare.com/cybersecurity/kubernetes-security-scanner)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering geekflare.com in the Kubernetes Tools ecosystem.
   - [blog.kubecost.com: Kubecost raises $5.5 million to help teams monitor and reduce their Kubernetes spend](https://blog.kubecost.com/blog/announcing-kubecost-first-round)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.kubecost.com in the Kubernetes Tools ecosystem.
-  - [divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.](https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems. 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.
+  - [nativecloud.dev 🌟](https://nativecloud.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==nativecloud.dev== 🌟 in the Kubernetes Tools ecosystem.
   - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Introducing Kiro: AWS Agentic AI-Based IDE in the Kubernetes Tools ecosystem.
   - [k8sref.io](https://www.k8sref.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering k8sref.io in the Kubernetes Tools ecosystem.
-  - [medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022](https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022 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.
-  - [medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide](https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete 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.
+  - [medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?](https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?== 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.
+  - [medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022](https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022 in the Kubernetes Tools ecosystem.
   - [Wikipedia.org: Kubernetes](https://en.wikipedia.org/wiki/Kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: Kubernetes in the Kubernetes Tools ecosystem.
   - [Kubernetes magic is in enterprise standardization, not app portability](https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardization-not-app-portability)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==Kubernetes magic is in enterprise standardization, not app portability== in the Kubernetes Tools ecosystem.
   - [medium: A Practical Step-by-Step Guide to Understanding Kubernetes](https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: A Practical Step-by-Step Guide to Understanding Kubernetes in the Kubernetes Tools ecosystem.
@@ -2382,8 +2239,6 @@
   - [fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model β€”' How to Use It](https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model β€”' How to Use It in the Kubernetes Tools ecosystem.
   - [openshift sandbox](https://developers.redhat.com/developer-sandbox/get-started)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering openshift sandbox in the Kubernetes Tools ecosystem.
   - [medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t' Afford to Miss](https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-afford-to-miss-b52d7cda1a52)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t' Afford to Miss 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.
-  - [nativecloud.dev 🌟](https://nativecloud.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==nativecloud.dev== 🌟 in the Kubernetes Tools ecosystem.
   - [kubedex.com](https://kubedex.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubedex.com in the Kubernetes Tools ecosystem.
   - [medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of' Empathy](https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204eecd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of' Empathy in the Kubernetes Tools ecosystem.
   - [labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet](https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet in the Kubernetes Tools ecosystem.
@@ -2411,6 +2266,7 @@
   - [medium: Kubernetes DNS for Services and Pods](https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664804211501)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Kubernetes DNS for Services and Pods in the Kubernetes Tools ecosystem.
   - [edgehog.blog: Getting Started with K8s: Core Concepts](https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering edgehog.blog: Getting Started with K8s: Core Concepts in the Kubernetes Tools ecosystem.
   - [thenucleargeeks.com: Taints and Tolerations in Kubernetes](https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering thenucleargeeks.com: Taints and Tolerations in Kubernetes in the Kubernetes Tools ecosystem.
+  - [medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide](https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide in the Kubernetes Tools ecosystem.
   - [shayn-71079.medium.com: Scaling Kubernetes Clusters](https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering shayn-71079.medium.com: Scaling Kubernetes Clusters in the Kubernetes Tools ecosystem.
   - [allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt' and HAProxy](https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencrypt-3cb5ea4ee071)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt' and HAProxy in the Kubernetes Tools ecosystem.
   - [asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo' on local k8s cluster](https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo' on local k8s cluster in the Kubernetes Tools ecosystem.
@@ -2526,6 +2382,7 @@
   - [doordash.engineering: Fast Feedback Loop for Kubernetes Product Development' in a Production Environment](https://doordash.engineering/2022/06/23/fast-feedback-loop-for-kubernetes-product-development-in-a-production-environment)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering doordash.engineering: Fast Feedback Loop for Kubernetes Product Development' in a Production Environment in the Kubernetes Tools ecosystem.
   - [towardsaws.com: Kubernetes Multi-Tenancy Approach](https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering towardsaws.com: Kubernetes Multi-Tenancy Approach in the Kubernetes Tools ecosystem.
   - [medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes](https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kubernetes-f0470f8e641c)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes in the Kubernetes Tools ecosystem.
+  - [divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.](https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems. in the Kubernetes Tools ecosystem.
   - [medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE](https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6f1aed2a2)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE in the Kubernetes Tools ecosystem.
   - [faun.pub: Hierarchical Namespaces in Kubernetes](https://faun.pub/hierarchical-namespaces-in-kubernetes-5b07ea2c3e65)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==faun.pub: Hierarchical Namespaces in Kubernetes== in the Kubernetes Tools ecosystem.
   - [sandeepbaldawa.medium.com: K8s Labels & Selectors](https://sandeepbaldawa.medium.com/k8s-labels-selectors-9ad2fcf78a4e)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering sandeepbaldawa.medium.com: K8s Labels & Selectors in the Kubernetes Tools ecosystem.
@@ -2607,7 +2464,6 @@
   - [dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container](https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-container-db1f16539080)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container in the Kubernetes Tools ecosystem.
   - [medium.com/@eumaho: Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot 🌟](https://medium.com/@eumaho/setting-up-readiness-and-liveness-health-check-probes-in-kubernetes-with-springboot-674eb1038377)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@eumaho: Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot 🌟 in the Kubernetes Tools ecosystem.
   - [kamsjec.medium.com: liveness and readiness probes…](https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kamsjec.medium.com: liveness and readiness probes… in the Kubernetes Tools ecosystem.
-  - [medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?](https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?== in the Kubernetes Tools ecosystem.
   - [medium: Ultimate Kubernetes Resource Planning Guide](https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Ultimate Kubernetes Resource Planning Guide in the Kubernetes Tools ecosystem.
   - [magalix.com: Capacity Planning](https://www.magalix.com/blog/kubernetes-patterns-capacity-planning)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering magalix.com: Capacity Planning in the Kubernetes Tools ecosystem.
   - [dzone: Dive Deep Into Resource Requests and Limits in Kubernetes](https://dzone.com/articles/dive-deep-into-resource-requests-and-limits-in-kub)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Dive Deep Into Resource Requests and Limits in Kubernetes in the Kubernetes Tools ecosystem.
@@ -2729,12 +2585,6 @@
   - **(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 (1)
 
-### 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.
 ### Multi-Cloud Networking
 
 #### VPN Overlay
@@ -2783,13 +2633,13 @@
 #### 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 (7)
+#### Fundamentals (6)
 
   - **(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
 
   - **(2021)** [dustinspecker.com: IPVS: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/ipvs-how-kubernetes-services-direct-traffic-to-pods) [GO/BASH CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A core-level networking analysis explaining how the IP Virtual Server (IPVS) routing layer handles service balancing inside high-scale clusters, demonstrating massive throughput advantages over standard iptables.
-### kube-proxy (1)
+### kube-proxy
 
 #### IPVS Routing
 
@@ -2804,13 +2654,6 @@
 #### 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)
@@ -2969,7 +2812,7 @@
 #### 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 (2)
+### High Availability (1)
 
 #### Deployment Best Practices
 
@@ -2985,7 +2828,7 @@
 #### Bootstrap Methods
 
   - **(2023)** [itnext.io: Kubernetes Installation Methods The Complete Guide](https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3) [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” A comprehensive analysis of various Kubernetes bootstrap frameworks. Compares local learning solutions (Kind, Minikube, K3s) with enterprise production installation engines (Kubeadm, Kubespray, and fully managed public cloud options like GKE, EKS, AKS), detailing networking setup and etcd topography trade-offs.
-### Lifecycle Management
+### Lifecycle Management (1)
 
 #### Day 2 Operations
 
@@ -3056,7 +2899,7 @@
   - **(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 (3)
+#### High Availability (2)
 
   - **(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 (3)
@@ -3066,7 +2909,6 @@
   - **(2020)** [polarsquad.com: Check your Kubernetes deployments!](https://polarsquad.com/blog/check-your-kubernetes-deployments) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Presents an essential operational checklist for production-grade Kubernetes workloads. Warns against basic anti-patterns and covers CPU/Memory resource constraints, Pod Disruption Budgets, anti-affinity controls, and robust health checks.
 #### 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 (2)
 
@@ -3122,7 +2964,7 @@
   - **(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 (8)
+#### Fundamentals (7)
 
   - **(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 (3)
@@ -3151,7 +2993,7 @@
 #### Distributed Locks
 
   - **(2021)** [dev.to: How to make exclusive locks in Kubernetes](https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if) [GO/YAML CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explains how to design and execute distributed exclusive locking mechanisms inside Kubernetes. It details the structural usage of the Coordination API (Lease resources) and leader election patterns to prevent concurrent state manipulation in multi-replica microservices.
-### Fundamentals (9)
+### Fundamentals (8)
 
 #### Pods (2)
 
@@ -3296,13 +3138,6 @@
 #### Tutorials (1)
 
   - **(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
@@ -3404,7 +3239,7 @@
   - **(2022)** [sysdig.com: Kubernetes capacity planning: How to rightsize the requests of your cluster](https://www.sysdig.com/blog/kubernetes-capacity-planning) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Sysdig's guide to capacity planning and rightsizing cluster-wide resources.
 - Explains how to aggregate individual container requests to determine actual node provisioning thresholds.
 - Demystifies how rightsizing avoids both over-provisioning spend and scheduling latency.
-#### Memory Management (1)
+#### Memory Management
 
   - **(2022)** [itnext.io: Memory Request + Limit in Kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” In-depth guide explaining how memory allocations behave on Linux/Kubernetes.
 - Discusses how the kernel manages memory limits, page cache, and anonymous memory.
@@ -3552,9 +3387,6 @@
   - **(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.
@@ -3607,7 +3439,7 @@
   - **(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 (3)
+#### Container Runtimes (2)
 
   - **(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)
@@ -3672,13 +3504,6 @@
 #### 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 (3)
-
-#### 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
@@ -3748,7 +3573,7 @@
 #### Microcks
 
   - **(2021)** [**microcksio**](https://x.com/microcksio) [JAVA CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Social and developer hub for Microcks, an open-source tool for mocking and testing APIs (REST, gRPC, GraphQL, and event-driven architectures) in Kubernetes. Accelerates microservice development and automated contract testing in CI/CD pipelines.
-## Traffic Management (1)
+## Traffic Management
 
 ### Ingress
 
@@ -3947,5 +3772,5 @@
   - **(2021)** [**itnext.io: Kubernetes StatefulSet Initialization with Unique Configs per Pod**](https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per-pod-7e02c01ada65) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Demystifies the deployment of dynamic configurations inside stateful cluster topologies. Explains how to leverage initContainers to dynamically configure peer IDs, specific properties, and individual identities on a per-pod basis.
 
 ---
-πŸ’‘ **Explore Related:** [About](./about.md) | [Demos](./demos.md) | [Cheatsheets](./cheatsheets.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md) | [Cloud Asset Inventory](./cloud-asset-inventory.md)
 
diff --git a/v2-docs/kustomize.md b/v2-docs/kustomize.md
index b1c59f51..dabb635d 100644
--- a/v2-docs/kustomize.md
+++ b/v2-docs/kustomize.md
@@ -29,6 +29,9 @@
 1. [Declarative GitOps](#declarative-gitops-1)
   - [GitOps Frameworks](#gitops-frameworks)
     - [Kubestack](#kubestack)
+1. [Infrastructure Security](#infrastructure-security)
+  - [Inbound Traffic Management](#inbound-traffic-management)
+    - [Traefik](#traefik)
 
 ## Application Configuration
 
@@ -114,7 +117,14 @@
 #### 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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/linux-dev-env.md b/v2-docs/linux-dev-env.md
index 72520681..27b4d168 100644
--- a/v2-docs/linux-dev-env.md
+++ b/v2-docs/linux-dev-env.md
@@ -24,6 +24,9 @@
     - [Ubuntu](#ubuntu)
     - [VS Code Integration](#vs-code-integration)
     - [WSL Installation](#wsl-installation)
+1. [Local Developer Environment](#local-developer-environment)
+  - [Version Management](#version-management)
+    - [Multi-Language Runtimes](#multi-language-runtimes)
 1. [Local Development](#local-development)
   - [Operating Systems](#operating-systems)
     - [WSL](#wsl)
@@ -79,6 +82,13 @@
   - **(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
@@ -89,5 +99,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/linux.md b/v2-docs/linux.md
index 5031df89..f38758a1 100644
--- a/v2-docs/linux.md
+++ b/v2-docs/linux.md
@@ -88,9 +88,6 @@
     - [Tricks and Tweaks](#tricks-and-tweaks)
   - [Virtualization](#virtualization)
     - [Hypervisors](#hypervisors)
-1. [Kubernetes](#kubernetes)
-  - [Resource Management](#resource-management)
-    - [CPU Throttling](#cpu-throttling)
 1. [Kubernetes Tools](#kubernetes-tools)
   - [General Reference](#general-reference)
 1. [Networking](#networking-2)
@@ -449,13 +446,6 @@
 #### Hypervisors
 
   - **(2023)** [**github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox' 🌟**](https://github.com/cyberus-technology/virtualbox-kvm) ⭐ 1113  [C CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A performance-focused extension enabling Oracle VirtualBox to delegate execution directly to the native Linux Kernel-based Virtual Machine (KVM) backend. It removes proprietary kernel module requirements. Live Grounding highlights its architectural value for running clean virtualization loops inside Linux workstations.
-## Kubernetes
-
-### Resource Management
-
-#### CPU Throttling
-
-  - **(2024)** [CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions](https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” An exceptionally detailed deep dive into kernel interactions, Linux control groups (cgroups), and the Completely Fair Scheduler (CFS) quota mechanism inside Kubernetes. It demystifies why pods experience severe throttling even when aggregate CPU metrics appear healthy, analyzing the impact of short-duration burst workloads. It provides essential mathematical formulas and kernel parameters to fine-tune pod limits safely.
 ## Kubernetes Tools
 
 ### General Reference
@@ -827,5 +817,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/liquibase.md b/v2-docs/liquibase.md
index ceafb0f2..1e2b6b7c 100644
--- a/v2-docs/liquibase.md
+++ b/v2-docs/liquibase.md
@@ -91,5 +91,5 @@
   - **(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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/lowcode-nocode.md b/v2-docs/lowcode-nocode.md
index b1b4f1dc..487b6bb6 100644
--- a/v2-docs/lowcode-nocode.md
+++ b/v2-docs/lowcode-nocode.md
@@ -56,5 +56,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/managed-kubernetes-in-public-cloud.md b/v2-docs/managed-kubernetes-in-public-cloud.md
index 4ab41ee1..d508106d 100644
--- a/v2-docs/managed-kubernetes-in-public-cloud.md
+++ b/v2-docs/managed-kubernetes-in-public-cloud.md
@@ -29,7 +29,6 @@
     - [Infrastructure Design](#infrastructure-design)
 1. [Cloud Infrastructure](#cloud-infrastructure)
   - [AWS](#aws)
-    - [Container Orchestration](#container-orchestration)
     - [EKS and Container Orchestration](#eks-and-container-orchestration)
   - [Amazon EKS](#amazon-eks)
     - [ACK](#ack)
@@ -48,9 +47,6 @@
     - [Prometheus](#prometheus)
   - [Cloud Migration](#cloud-migration)
     - [Automation](#automation)
-  - [Container Orchestration](#container-orchestration-1)
-    - [AKS Integration](#aks-integration)
-    - [EKS Security](#eks-security)
   - [Continuous Delivery](#continuous-delivery)
     - [GitOps](#gitops)
     - [Preview Environments](#preview-environments)
@@ -93,9 +89,6 @@
     - [Industry Trends](#industry-trends)
     - [Managed Services](#managed-services)
     - [Platform Engineering](#platform-engineering)
-1. [Cloud Native and Kubernetes](#cloud-native-and-kubernetes)
-  - [Monitoring and Observability](#monitoring-and-observability)
-    - [Network Observability](#network-observability)
 1. [Cloud Providers](#cloud-providers)
   - [AWS EKS](#aws-eks-1)
     - [Cluster Lifecycle](#cluster-lifecycle)
@@ -121,7 +114,7 @@
       - [Base Build](#base-build)
     - [Machine Learning](#machine-learning-1)
       - [Kubeflow Storage](#kubeflow-storage)
-    - [Monitoring and Observability](#monitoring-and-observability-1)
+    - [Monitoring and Observability](#monitoring-and-observability)
       - [API Server Diagnostics](#api-server-diagnostics)
     - [Networking](#networking-2)
       - [CoreDNS Scaling](#coredns-scaling)
@@ -203,9 +196,6 @@
     - [KubeKey](#kubekey)
   - [Managed Kubernetes](#managed-kubernetes)
     - [Azure AKS](#azure-aks)
-1. [Cluster Architecture](#cluster-architecture)
-  - [Sizing](#sizing)
-    - [Node Allocatable](#node-allocatable)
 1. [Container Platforms](#container-platforms)
   - [Enterprise Platforms](#enterprise-platforms)
     - [Cluster API](#cluster-api)
@@ -222,17 +212,10 @@
 1. [Development Tools](#development-tools)
   - [Storage](#storage-3)
     - [Volume Synchronization](#volume-synchronization)
-1. [FinOps and Cloud Cost](#finops-and-cloud-cost)
-  - [AWS Optimization](#aws-optimization)
-    - [EKS Log Optimization](#eks-log-optimization)
-  - [Kubernetes FinOps](#kubernetes-finops)
-    - [Cost Management](#cost-management)
 1. [Financial Operations](#financial-operations)
   - [Cost Optimization](#cost-optimization-5)
     - [Node Allocation](#node-allocation)
 1. [Infrastructure](#infrastructure)
-  - [Enterprise Backup](#enterprise-backup)
-    - [Cloud-Native Integration](#cloud-native-integration)
   - [Hybrid and On-Premises](#hybrid-and-on-premises)
     - [Azure Stack Hub](#azure-stack-hub)
   - [Ingress and Routing](#ingress-and-routing-2)
@@ -305,12 +288,6 @@
     - [Legacy Scaffolding](#legacy-scaffolding)
   - [GitOps](#gitops-1)
     - [Declarative Infrastructure](#declarative-infrastructure)
-1. [Resilience](#resilience)
-  - [Chaos Engineering](#chaos-engineering-1)
-    - [Cloud Architecture](#cloud-architecture)
-1. [Security](#security-2)
-  - [Cloud Security](#cloud-security)
-    - [EKS Hardening](#eks-hardening)
 1. [Security and Governance](#security-and-governance)
   - [Access and Identity](#access-and-identity)
     - [Azure Key Vault](#azure-key-vault)
@@ -366,8 +343,11 @@
 
 #### General Reference
 
+  - [neal-davis.medium.com: ECS vs EC2 vs Lambda](https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering neal-davis.medium.com: ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem.
   - [medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and' use Secrets inside the Pods: Part-1](https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and' use Secrets inside the Pods: Part-1 in the Kubernetes Tools ecosystem.
   - [mehighlow.medium.com: Hardened-AKS/Secrets](https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==mehighlow.medium.com: Hardened-AKS/Secrets== in the Kubernetes Tools ecosystem.
+  - [faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity)](https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity) in the Kubernetes Tools ecosystem.
+  - [medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide](https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide in the Kubernetes Tools ecosystem.
   - [medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS](https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and-aks-1fe42770cad3)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS in the Kubernetes Tools ecosystem.
   - [medium: State of Managed Kubernetes 2020](https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: State of Managed Kubernetes 2020 in the Kubernetes Tools ecosystem.
   - [medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS](https://medium.com/better-programming/managed-kubernetes-services-compared-gke-vs-eks-vs-aks-df1ecb22bba0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS in the Kubernetes Tools ecosystem.
@@ -379,7 +359,6 @@
   - [daveops.xyz: Administrar usuarios en EKS](https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering daveops.xyz: Administrar usuarios en EKS in the Kubernetes Tools ecosystem.
   - [medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch 🌟](https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from-scratch-4b4ee9d1b8f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch 🌟 in the Kubernetes Tools ecosystem.
   - [en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) 🌟](https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) 🌟 in the Kubernetes Tools ecosystem.
-  - [medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide](https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide in the Kubernetes Tools ecosystem.
   - [releaseops.io: Scaling Kubernetes Deployments in AWS with Container Insights' Metrics](https://releaseops.io/blog/scaling-kubernetes-deployments-in-aws-with-container-insights-metrics)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering releaseops.io: Scaling Kubernetes Deployments in AWS with Container Insights' Metrics in the Kubernetes Tools ecosystem.
   - [medium: Create Kubernetes Cluster On AWS EKS](https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Create Kubernetes Cluster On AWS EKS in the Kubernetes Tools ecosystem.
   - [info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes](https://info.acloud.guru/resources/kubernetes-aws-cloud-scaling-hey)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes in the Kubernetes Tools ecosystem.
@@ -388,7 +367,6 @@
   - [particule.io: Create Kubernetes federated clusters on AWS](https://particule.io/en/blog/aws-federated-eks)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering particule.io: Create Kubernetes federated clusters on AWS in the Kubernetes Tools ecosystem.
   - [betterprogramming.pub: Amazon EKS Is Eating My IPs!](https://betterprogramming.pub/amazon-eks-is-eating-my-ips-e18ea057e045)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: Amazon EKS Is Eating My IPs! in the Kubernetes Tools ecosystem.
   - [blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda' 🌟](https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda' 🌟 in the Kubernetes Tools ecosystem.
-  - [neal-davis.medium.com: ECS vs EC2 vs Lambda](https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering neal-davis.medium.com: ECS vs EC2 vs Lambda in the Kubernetes Tools ecosystem.
   - [faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' 🌟](https://faun.pub/kubernetes-multi-tenancy-with-amazon-eks-best-practices-and-considerations-60bfd78c2f9a)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' 🌟 in the Kubernetes Tools ecosystem.
   - [aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers' and Kubernetes](https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balancers-and-kubernetes-ad8d4d1c0f61)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers' and Kubernetes in the Kubernetes Tools ecosystem.
   - [blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst 🌟](https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8e3571)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst 🌟 in the Kubernetes Tools ecosystem.
@@ -462,7 +440,6 @@
   - [inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI' vs Azure-CNI (overlay)](https://inder-devops.medium.com/aks-networking-deep-dive-kubenet-vs-azure-cni-vs-azure-cni-overlay-a51709171ce9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI' vs Azure-CNI (overlay)== in the Kubernetes Tools ecosystem.
   - [medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes' Services (AKS)](https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes' Services (AKS) in the Kubernetes Tools ecosystem.
   - [blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier' Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab](https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier' Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab in the Kubernetes Tools ecosystem.
-  - [faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity)](https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity) in the Kubernetes Tools ecosystem.
   - [blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE](https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE in the Kubernetes Tools ecosystem.
   - [medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? 🌟](https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? 🌟 in the Kubernetes Tools ecosystem.
   - [faun.pub: How to automate the setup of a Kubernetes cluster on GCP](https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: How to automate the setup of a Kubernetes cluster on GCP in the Kubernetes Tools ecosystem.
@@ -507,11 +484,6 @@
 
 ### AWS
 
-#### Container Orchestration
-
-  - **(2023)** [cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?](https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A deep dive comparing AWS ECS, EKS, and serverless container execution via AWS Fargate. Synthesizing live cloud architectural trends, it presents insights into financial management, operational simplicity, and dynamic resource scaling, mapping out the trade-offs of using managed VM pools versus completely serverless options.
-  - **(2022)** [clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform](https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks) [N/A CONTENT]  [COMMUNITY-TOOL] β€” This comprehensive comparison highlights the operational differences, cost implications, and architecture layouts of Amazon ECS versus Amazon EKS. EKS targets standard Kubernetes-based deployments requiring high portability, while ECS is a highly optimized, opinionated AWS native orchestrator designed for seamless integration.
-  - **(2021)** [cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS](https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A detailed comparative analysis of scaling strategies between Amazon ECS and EKS clusters. The article walks through key operational considerations, including EC2 Auto Scaling Groups, Karpenter, cluster autoscalers, and resource utilization dynamics, highlighting how choice of orchestration influences microservices scale limits.
 #### EKS and Container Orchestration
 
   - **(2026)** [**github.com/aws-ia/terraform-aws-eks-blueprints (examples) 🌟🌟🌟**](https://github.com/aws-ia/terraform-aws-eks-blueprints) ⭐ 3024  [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A production-ready collection of Terraform modules designed to accelerate Amazon EKS cluster deployments. Live Grounding highlights its architecture for bootstrapping clusters with essential add-ons like Karpenter, AWS Load Balancer Controller, and Prometheus. It represents the industry standard for declarative EKS infrastructure provisioning.
@@ -567,14 +539,6 @@
 #### Automation
 
   - **(2026)** [==github.com/awslabs: Kubernetes Migration Factory User Guide 🌟==](https://github.com/awslabs/aws-kubernetes-migration-factory) ⭐ 130  [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” The AWS Kubernetes Migration Factory provides an automated, programmatic framework for migrating legacy VM-based or on-premises workloads into Amazon EKS. Curator Insight notes its structured pipelines that reduce migration errors, while Live Grounding confirms its utility in enterprise-scale rehosting plans. Key features include source-to-target automation, pre-migration validation, and automated target cluster provisioning.
-### Container Orchestration (1)
-
-#### AKS Integration
-
-  - **(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) [BICEP CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores the automated provisioning of Azure Kubernetes Service (AKS) coupled with the native Istio service mesh add-on using Bicep. This blueprint demonstrates declarative service mesh lifecycle management, reducing manual Helm or post-deployment orchestration overhead.
-#### EKS Security
-
-  - **(2023)** [Amazon EKS introduces EKS Pod Identity](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” EKS Pod Identity simplifies the association of IAM roles with Kubernetes service accounts. This model bypasses the complexities of OIDC trust configurations, offering highly scalable, secure, and isolated credential structures for containers.
 ### Continuous Delivery
 
 #### GitOps
@@ -705,13 +669,6 @@
 #### Platform Engineering
 
   - **(2021)** [thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes Bundle](https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Product overview of Otomi, which bundles ingress, security benchmarks, network policies, monitoring tools, and service mesh components into a unified, installable suite for Kubernetes.
-## Cloud Native and Kubernetes
-
-### Monitoring and Observability
-
-#### Network Observability
-
-  - **(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) [KQL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Unveiling advanced network observability features for AKS clusters, utilizing eBPF to capture kernel-level network telemetry. It provides deep visibility into pod-to-pod and egress traffic flow, packet drops, DNS resolution latencies, and TCP connection stats. This low-overhead monitoring is essential for debugging transient network issues inside microservices environments.
 ## Cloud Providers
 
 ### AWS EKS (1)
@@ -778,7 +735,7 @@
 ##### Kubeflow Storage
 
   - **(2022)** [aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon EFS](https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] [GUIDE] β€” Illustrates the reference architecture for scaling distributed machine learning workloads using Kubeflow on Amazon EKS backed by AWS EFS. Addresses shared-storage patterns crucial for training datasets, model checkpoints, and collaborative Jupyter notebooks.
-#### Monitoring and Observability (1)
+#### Monitoring and Observability
 
 ##### API Server Diagnostics
 
@@ -1008,13 +965,6 @@
 #### Azure AKS
 
   - **(2025)** [youtube: The AKS Community](https://www.youtube.com/@theakscommunity) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A dedicated developer and operator community resource focusing on Azure Kubernetes Service (AKS). Tracks the evolution of enterprise-ready features, including node autoscale profiles, azure-cni overlays, Workload Identity, and cost optimization practices. (Live Grounding: Serves as an invaluable hub for tracking live updates directly from Microsoft engineers).
-## Cluster Architecture
-
-### Sizing
-
-#### Node Allocatable
-
-  - **(2023)** [learnk8s.io: Allocatable memory and CPU in Kubernetes Nodes](https://learnkube.com/allocatable-resources) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Demystifies how Kubernetes computes physical allocatable resources. Deeply details the underlying formulas for `kube-reserved`, `system-reserved`, and eviction thresholds to ensure cluster stability under heavy workloads.
 ## Container Platforms
 
 ### Enterprise Platforms
@@ -1055,18 +1005,6 @@
 #### Volume Synchronization
 
   - **(2026)** [==github.com/rebataur/djkube==](https://github.com/rebataur/fskube) ⭐ 27  [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” A lightweight, community-driven development aid designed to bridge local filesystems with Kubernetes volumes. Live Grounding indicates the project has had minimal recent activity, classifying it as a legacy utility. It may serve as a historical reference implementation for simple synchronization mechanisms.
-## FinOps and Cloud Cost
-
-### AWS Optimization
-
-#### EKS Log Optimization
-
-  - **(2023)** [**aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs**](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Analyzes the high CloudWatch cost challenges generated by Amazon EKS control plane logs (API server, authenticator, audit, scheduler). Demonstrates how to configure fluent-bit to filter and route only essential telemetry records to cheap storage.
-### Kubernetes FinOps
-
-#### Cost Management
-
-  - **(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.
 ## Financial Operations
 
 ### Cost Optimization (5)
@@ -1076,11 +1014,6 @@
   - **(2021)** [zartis.com: How To Save A Fortune On Azure Kubernetes Service](https://www.zartis.com/minimizing-costs-aks) [MARKDOWN CONTENT]  [COMMUNITY-TOOL] β€” Details structural cost optimization methods for AKS deployment. Discusses right-sizing node configurations, deploying Azure Spot instances for non-critical environments, and configuring cluster autoscalers. Grounding confirms these strategies are essential in architectural cost-governance pipelines.
 ## 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
@@ -1266,20 +1199,6 @@
 #### 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.
-## Resilience
-
-### Chaos Engineering (1)
-
-#### Cloud Architecture
-
-  - **(2021)** [Chaos engineering on Amazon EKS using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A technical walkthrough demonstrating how to orchestrate chaos experiments on Amazon EKS using AWS Fault Injection Simulator (FIS). Highlights configuring managed cluster actions to trigger node terminations, API failures, and container termination within isolated namespaces.
-## Security (2)
-
-### Cloud Security
-
-#### EKS Hardening
-
-  - **(2024)** [Amazon EKS Best Practices Guide for Security 🌟](https://aws.github.io/aws-eks-best-practices) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The definitive enterprise guide for hardening EKS clusters against cloud-native threats. It covers network segregation, IAM roles for service accounts (IRSA), secrets encryption, and runtime defense. This is a foundational checklist for any platform engineering team running on AWS.
 ## Security and Governance
 
 ### Access and Identity
@@ -1356,5 +1275,5 @@
   - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md)
 
diff --git a/v2-docs/matrix-table.md b/v2-docs/matrix-table.md
index e2705717..bdfc9494 100644
--- a/v2-docs/matrix-table.md
+++ b/v2-docs/matrix-table.md
@@ -43,10 +43,10 @@
 
 ### General Reference
 
-  - [Linode Kubernetes Engine (LKE)](https://www.linode.com/products/kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Linode Kubernetes Engine (LKE) in the Kubernetes Tools ecosystem.
   - [napo.io: Kubernetes The (real) Hard Way on AWS](https://napo.io/posts/kubernetes-the-real-hard-way-on-aws)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering napo.io: Kubernetes The (real) Hard Way on AWS in the Kubernetes Tools ecosystem.
   - [**VMware Kubernetes Tanzu**](https://cloud.vmware.com/tanzu)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering **VMware Kubernetes Tanzu** in the Kubernetes Tools ecosystem.
   - [Pharos 🌟](https://k8spharos.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Pharos 🌟 in the Kubernetes Tools ecosystem.
+  - [Linode Kubernetes Engine (LKE)](https://www.linode.com/products/kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Linode Kubernetes Engine (LKE) in the Kubernetes Tools ecosystem.
 ## Local Development
 
 ### Kubernetes Environments
@@ -66,13 +66,6 @@
 #### 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
@@ -108,5 +101,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/maven-gradle.md b/v2-docs/maven-gradle.md
index b52510cb..d48fbc30 100644
--- a/v2-docs/maven-gradle.md
+++ b/v2-docs/maven-gradle.md
@@ -184,5 +184,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/message-queue.md b/v2-docs/message-queue.md
index e9d87b42..fc086eb1 100644
--- a/v2-docs/message-queue.md
+++ b/v2-docs/message-queue.md
@@ -264,9 +264,6 @@
       - [Monitoring](#monitoring-3)
     - [Kubernetes SDKs](#kubernetes-sdks)
       - [Couler](#couler)
-1. [Security](#security-4)
-  - [Compliance](#compliance)
-    - [CIS Benchmarks](#cis-benchmarks)
 1. [Software Engineering](#software-engineering)
   - [Backend Development](#backend-development)
     - [Java Enterprise](#java-enterprise)
@@ -1088,13 +1085,6 @@
 ##### Couler
 
   - **(2023)** [**Couler**](https://github.com/couler-proj/couler) ⭐ 944  [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Couler is an open-source Python SDK built to simplify programming native Kubernetes workflow engines like Argo or Tekton. It allows machine learning and data engineering teams to construct complex workflows via intuitive Python code instead of hand-writing endless YAML sheets.
-## Security (4)
-
-### Compliance
-
-#### CIS Benchmarks
-
-  - **(2024)** [ibm.com: CIS Benchmarks](https://www.ibm.com/topics) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” The Center for Internet Security (CIS) Benchmarks provide globally recognized consensus-based best practices for securing IT systems, clouds, and Kubernetes environments. Organizations use these structured guidelines to validate and harden infrastructure configurations, ensuring compliance with strict security mandates through automated configuration auditors.
 ## Software Engineering
 
 ### Backend Development
@@ -1106,5 +1096,5 @@
   - **(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:** [Yaml](./yaml.md) | [Databases](./databases.md) | [Crunchydata](./crunchydata.md)
+πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Newsql](./newsql.md) | [NoSQL](./nosql.md)
 
diff --git a/v2-docs/mkdocs.md b/v2-docs/mkdocs.md
index b59375e3..f4d74e43 100644
--- a/v2-docs/mkdocs.md
+++ b/v2-docs/mkdocs.md
@@ -100,7 +100,6 @@
 #### Markdown
 
   - **(2026)** [==Markdown Cheat Sheet 4==](https://github.com/adam-p/markdown-here/wiki/Markdown-Cheatsheet) ⭐ 60214  [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] β€” One of the most starred and utilized Markdown references on GitHub. Curator Insight emphasizes its extreme offline utility. Live Grounding validates its legacy status as the primary standard for formatting across modern source code platforms.
-  - **(2026)** [markdownguide.org](https://www.markdownguide.org) [MARKDOWN CONTENT]  [COMMUNITY-TOOL] β€” The definitive platform-neutral guide to standard and extended Markdown syntax. Curator Insight praises its simplicity. Live Grounding proves its continued necessity as the absolute standard for project readme documentation.
 ## Software Engineering
 
 ### Documentation
@@ -110,5 +109,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/mlops.md b/v2-docs/mlops.md
index 36fa6663..4d5e89de 100644
--- a/v2-docs/mlops.md
+++ b/v2-docs/mlops.md
@@ -550,5 +550,5 @@
   - **(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) | [AI Agents MCP](./ai-agents-mcp.md) | [ChatGPT](./chatgpt.md)
+πŸ’‘ **Explore Related:** [AI](./ai.md) | [ChatGPT](./chatgpt.md) | [AI Agents MCP](./ai-agents-mcp.md)
 
diff --git a/v2-docs/monitoring.md b/v2-docs/monitoring.md
index 854eebc5..91818957 100644
--- a/v2-docs/monitoring.md
+++ b/v2-docs/monitoring.md
@@ -116,6 +116,9 @@
     - [Observability](#observability-7)
   - [Sysadmin](#sysadmin)
     - [Resources](#resources)
+1. [Kubernetes Management](#kubernetes-management)
+  - [Monitoring and Observability](#monitoring-and-observability)
+    - [etcd Monitoring](#etcd-monitoring)
 1. [Kubernetes Tools](#kubernetes-tools)
   - [General Reference](#general-reference)
 1. [Observability](#observability-8)
@@ -133,6 +136,7 @@
   - [Application Monitoring](#application-monitoring)
     - [.NET Core](#net-core)
     - [Java Diagnostics](#java-diagnostics)
+    - [Java JMX](#java-jmx)
     - [Java Spring Boot](#java-spring-boot)
   - [Business Strategy](#business-strategy-1)
     - [Adoption](#adoption)
@@ -169,6 +173,8 @@
   - [Metrics](#metrics-2)
     - [Core Stack](#core-stack)
     - [Prometheus Scale](#prometheus-scale)
+  - [Monitoring](#monitoring)
+    - [Metrics Collection](#metrics-collection)
   - [OpenTelemetry](#opentelemetry-1)
     - [Collector Infrastructure](#collector-infrastructure)
   - [Platform Monitoring](#platform-monitoring)
@@ -194,8 +200,11 @@
   - [Profiling](#profiling)
     - [Development Workflow](#development-workflow)
       - [Continuous Profiling](#continuous-profiling)
+  - [Testing](#testing)
+    - [Benchmarking](#benchmarking)
+      - [HTTP Tools](#http-tools)
 1. [Security](#security-1)
-  - [Monitoring](#monitoring)
+  - [Monitoring](#monitoring-1)
     - [Host Security](#host-security)
 1. [Site Reliability Engineering](#site-reliability-engineering-1)
   - [Observability](#observability-9)
@@ -217,6 +226,8 @@
   - [Observability](#observability-10)
     - [Data Pipelines](#data-pipelines-1)
       - [Telemetry Routing](#telemetry-routing)
+    - [Infrastructure Design](#infrastructure-design)
+      - [Telemetry Pipelines](#telemetry-pipelines)
     - [Logging Systems](#logging-systems)
       - [Architecture](#architecture-1)
 
@@ -496,21 +507,26 @@
 #### 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 Tools
 
 ### General Reference
 
   - [Transitive blocks](https://fastthread.io/ft-error.jsp)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering fastthread.io in the Kubernetes Tools ecosystem.
-  - [medium.com/@magstherdev: OpenTelemetry Operator](https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@magstherdev: OpenTelemetry Operator in the Kubernetes Tools ecosystem.
+  - [Zebrium](https://www.zebrium.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Zebrium in the Kubernetes Tools ecosystem.
   - [magalix.com: Monitoring Kubernetes Clusters Through Prometheus & Grafana' 🌟](https://www.magalix.com/blog/monitoring-of-kubernetes-cluster-through-prometheus-and-grafana)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering magalix.com: Monitoring Kubernetes Clusters Through Prometheus & Grafana' 🌟 in the Kubernetes Tools ecosystem.
   - [en.wikipedia.org/wiki/List_of_performance_analysis_tools](https://en.wikipedia.org/wiki/List_of_performance_analysis_tools)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering en.wikipedia.org/wiki/List_of_performance_analysis_tools in the Kubernetes Tools ecosystem.
   - [InspectIT](https://en.wikipedia.org/wiki/InspectIT)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering InspectIT in the Kubernetes Tools ecosystem.
   - [VisualVM](https://en.wikipedia.org/wiki/VisualVM)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering VisualVM in the Kubernetes Tools ecosystem.
   - [OverOps](https://en.wikipedia.org/wiki/OverOps)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OverOps 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.
-  - [Zebrium](https://www.zebrium.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Zebrium in the Kubernetes Tools ecosystem.
+  - [medium.com/@magstherdev: OpenTelemetry Operator](https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@magstherdev: OpenTelemetry Operator 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.
   - [Wikipedia: Application Performance Index](https://en.wikipedia.org/wiki/Apdex)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: Application Performance Index 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.
@@ -559,6 +575,7 @@
   - [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.
   - [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.
   - [awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with' OpenTracing, Jaeger, and Ingress-NGINX](https://awkwardferny.medium.com/setting-up-distributed-tracing-with-opentelemetry-jaeger-in-kubernetes-ingress-nginx-cfdda7d9441d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with' OpenTracing, Jaeger, and Ingress-NGINX in the Kubernetes Tools ecosystem.
   - [ploffay.medium.com: Five years evolution of open-source distributed tracing' 🌟](https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-tracing-ec1c5a5dd1ac)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ploffay.medium.com: Five years evolution of open-source distributed tracing' 🌟 in the Kubernetes Tools ecosystem.
   - [Medium: Distributed Tracing and Monitoring using OpenCensus](https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Medium: Distributed Tracing and Monitoring using OpenCensus in the Kubernetes Tools ecosystem.
@@ -569,6 +586,7 @@
   - [APM in wikipedia](https://en.wikipedia.org/wiki/Application_performance_management)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering APM in wikipedia 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.
   - [Krossboard: A centralized usage analytics approach for multiple Kubernetes](https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Krossboard: A centralized usage analytics approach for multiple Kubernetes in the Kubernetes Tools ecosystem.
   - [stackpulse.com: Automated Kubernetes Pod Restarting Analysis with StackPulse](https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-stackpulse)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackpulse.com: Automated Kubernetes Pod Restarting Analysis with StackPulse in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Monitoring as Code with Terraform Cloud and Checkly](https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-checkly)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Monitoring as Code with Terraform Cloud and Checkly in the Kubernetes Tools ecosystem.
@@ -616,6 +634,9 @@
   - **(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)** [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 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.
@@ -722,6 +743,11 @@
 #### 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
+
+#### 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
@@ -785,9 +811,16 @@
 ##### Continuous Profiling
 
   - **(2022)** [medium.com/performance-engineering-for-the-ordinary-barbie: Why profiling should be part of regular software development workflow 🌟](https://medium.com/performance-engineering-for-the-ordinary-barbie/why-profiling-should-be-part-of-regular-software-development-workflow-8b19b7f52b38) [ADVANCED LEVEL]  [COMMUNITY-TOOL] 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
+### Monitoring (1)
 
 #### Host Security
 
@@ -842,6 +875,11 @@
 ##### 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)
@@ -849,5 +887,5 @@
   - **(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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/networking.md b/v2-docs/networking.md
index 749caaec..ef843bb9 100644
--- a/v2-docs/networking.md
+++ b/v2-docs/networking.md
@@ -47,13 +47,13 @@
 
 #### General Reference
 
-  - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟 in the Kubernetes Tools ecosystem.
   - [Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code](https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in the Kubernetes Tools ecosystem.
   - [medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners' in 2022](https://medium.com/javarevisited/best-https-ssl-and-tls-courses-for-beginners-4437661250b3)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners' in 2022 in the Kubernetes Tools ecosystem.
   - [wisc.edu: CIDR Conversion Table](https://kb.wisc.edu/ns/page.php?id=3493)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wisc.edu: CIDR Conversion Table in the Kubernetes Tools ecosystem.
   - [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.
   - [cyberciti.biz: Linux: IP Subnet (CIDR) Calculator That Will Help You With' Network Settings](https://www.cyberciti.biz/faq/linux-subnet-calculator-cidr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cyberciti.biz: Linux: IP Subnet (CIDR) Calculator That Will Help You With' Network Settings in the Kubernetes Tools ecosystem.
   - [cyberciti.biz: Linux Calculating Subnets with ipcalc and sipcalc Utilities](https://www.cyberciti.biz/tips/perform-simple-manipulation-of-ip-addresse.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cyberciti.biz: Linux Calculating Subnets with ipcalc and sipcalc Utilities in the Kubernetes Tools ecosystem.
+  - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟 in the Kubernetes Tools ecosystem.
   - [wikipedia: List of HTTP status codes](https://en.wikipedia.org/wiki/List_of_HTTP_status_codes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: List of HTTP status codes in the Kubernetes Tools ecosystem.
   - [Wikipedia: HTTP/2](https://en.wikipedia.org/wiki/HTTP/2)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: HTTP/2 in the Kubernetes Tools ecosystem.
   - [Wikipedia: HTTP/3](https://en.wikipedia.org/wiki/HTTP/3)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: HTTP/3 in the Kubernetes Tools ecosystem.
@@ -147,5 +147,5 @@
   - **(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) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Web Servers](./web-servers.md) | [Caching](./caching.md)
 
diff --git a/v2-docs/newsfeeds.md b/v2-docs/newsfeeds.md
index 38ba8d13..08cb66bc 100644
--- a/v2-docs/newsfeeds.md
+++ b/v2-docs/newsfeeds.md
@@ -23,13 +23,11 @@
 
 #### General Reference
 
-  - [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.
-  - [nativecloud.dev 🌟](https://nativecloud.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==nativecloud.dev== 🌟 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/devops](https://www.reddit.com/r/devops)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/devops 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/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/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/maven](https://www.reddit.com/r/maven)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/maven 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/azuredevops](https://www.reddit.com/r/azuredevops)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering reddit.com/r/azuredevops in the Kubernetes Tools ecosystem.
@@ -52,8 +50,10 @@
   - [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.
   - [crunchbase.com](https://www.crunchbase.com/organization/openshift/timeline/timeline)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering crunchbase.com in the Kubernetes Tools ecosystem.
+  - [nativecloud.dev 🌟](https://nativecloud.dev)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==nativecloud.dev== 🌟 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.
   - [Go Collective](https://stackoverflow.com/collectives/go)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Go Collective 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.
 ## FinOps and Cloud Cost
 
 ### Community Resources
@@ -69,5 +69,5 @@
   - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Workfromhome](./workfromhome.md)
+πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md)
 
diff --git a/v2-docs/newsql.md b/v2-docs/newsql.md
index 74f40961..2ac2c9e0 100644
--- a/v2-docs/newsql.md
+++ b/v2-docs/newsql.md
@@ -31,5 +31,5 @@
   - [muratbuffalo.blogspot.com: What’s Really New with NewSQL?](https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive conceptual deep-dive comparing NewSQL architectures with traditional relational and NoSQL engines. Explores transactional guarantees, distributed consensus (Raft/Paxos), and cloud-native database scaling.
 
 ---
-πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Message Queue](./message-queue.md) | [Databases](./databases.md)
+πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [NoSQL](./nosql.md) | [Crunchydata](./crunchydata.md)
 
diff --git a/v2-docs/noops.md b/v2-docs/noops.md
index 41344404..62bd2649 100644
--- a/v2-docs/noops.md
+++ b/v2-docs/noops.md
@@ -46,5 +46,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/nosql.md b/v2-docs/nosql.md
index d52e31a6..bb50939c 100644
--- a/v2-docs/nosql.md
+++ b/v2-docs/nosql.md
@@ -60,6 +60,7 @@
   - [blog.mongodirector.com: Which is the best MongoDB GUI?](https://blog.mongodirector.com/which-is-the-best-mongodb-gui)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.mongodirector.com in the Kubernetes Tools ecosystem.
   - [mongodirector: MongoDB Hosting](https://mongodirector.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering mongodirector.com in the Kubernetes Tools ecosystem.
   - [MongoDB Tutorial – A Scalable NoSQL DB](https://www.javacodegeeks.com/2015/09/mongodb-a-scalable-nosql-db.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.javacodegeeks.com in the Kubernetes Tools ecosystem.
+  - [medium.com: A chance for NewSQL databases](https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: A chance for NewSQL databases in the Kubernetes Tools ecosystem.
   - [NoSQL - Wikipedia](https://en.wikipedia.org/wiki/NoSQL)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering NoSQL - Wikipedia in the Kubernetes Tools ecosystem.
   - [vishnu.hashnode.dev: 4 Types Of NoSQL Databases](https://vishnu.hashnode.dev/4-types-of-nosql-databases)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering vishnu.hashnode.dev: 4 Types Of NoSQL Databases in the Kubernetes Tools ecosystem.
   - [medium: When to Use MongoDB Rather than MySQL](https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff2e922)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: When to Use MongoDB Rather than MySQL in the Kubernetes Tools ecosystem.
@@ -72,7 +73,6 @@
   - [betterprogramming.pub: MongoDB Schema Validation Rules](https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: MongoDB Schema Validation Rules in the Kubernetes Tools ecosystem.
   - [code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data' Storage](https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data-storage-272bdb3036ad)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data' Storage in the Kubernetes Tools ecosystem.
   - [dzone: SQL Syntax for Apache Drill](https://dzone.com/refcardz/sql-syntax-for-apache-drill)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: SQL Syntax for Apache Drill in the Kubernetes Tools ecosystem.
-  - [medium.com: A chance for NewSQL databases](https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: A chance for NewSQL databases in the Kubernetes Tools ecosystem.
 ## Data Architecture
 
 ### Big Data
@@ -176,5 +176,5 @@
   - **(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) | [Message Queue](./message-queue.md) | [Databases](./databases.md)
+πŸ’‘ **Explore Related:** [Yaml](./yaml.md) | [Newsql](./newsql.md) | [Crunchydata](./crunchydata.md)
 
diff --git a/v2-docs/oauth.md b/v2-docs/oauth.md
index 47413c21..0b994ece 100644
--- a/v2-docs/oauth.md
+++ b/v2-docs/oauth.md
@@ -33,5 +33,5 @@
   - **(2022)** [freecodecamp.org: How to Implement an OAuth2 Resource Server with Spring Security](https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security) [JAVA CONTENT]  [COMMUNITY-TOOL] β€” A hands-on implementation tutorial detailing the deployment of an OAuth2-compliant resource server using Spring Security. It guides through configuring middleware to parse and authenticate incoming JWT requests.
 
 ---
-πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Ansible](./ansible.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/ocp3.md b/v2-docs/ocp3.md
index 7ead8dc2..d1a8bb82 100644
--- a/v2-docs/ocp3.md
+++ b/v2-docs/ocp3.md
@@ -14,9 +14,6 @@
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
     - [General Reference](#general-reference)
-1. [Observability](#observability)
-  - [Application Monitoring](#application-monitoring)
-    - [Java JMX](#java-jmx)
 1. [Platform Architecture](#platform-architecture)
   - [Administration](#administration)
     - [Automation](#automation)
@@ -65,20 +62,13 @@
   - [learn.openshift.com: GitOps introduction](https://learn.openshift.com/introduction/gitops-introduction)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com: GitOps introduction in the Kubernetes Tools ecosystem.
   - [blog.openshift.com: is it too late to integrate GitOps?](https://blog.openshift.comis-it-too-late-to-integrate-gitops)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.openshift.com: is it too late to integrate GitOps? in the Kubernetes Tools ecosystem.
   - [blog.openshift.com: OpenShift Authentication Integration with ArgoCD](https://blogopenshift.com/openshift-authentication-integration-with-argocd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.openshift.com: OpenShift Authentication Integration with ArgoCD 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.
   - [Container-native virtualization allows to run and manage virtual machine workloads alongside container workloads](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Container-native virtualization allows to run and manage virtual machine workloads alongside container workloads in the Kubernetes Tools ecosystem.
   - [How to Run HA Elasticsearch (ELK) on Red Hat OpenShift](https://portworx.com/run-ha-elasticsearch-elk-red-hat-openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering How to Run HA Elasticsearch (ELK) on Red Hat OpenShift in the Kubernetes Tools ecosystem.
   - [developers.redhat.com: Installing debugging tools into a Red Hat OpenShift' container with **oc-inject**](https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-red-hat-openshift-container-with-oc-inject)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Installing debugging tools into a Red Hat OpenShift' container with **oc-inject** 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.
   - [Quotas setting per project](https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-per-project.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Quotas setting per project in the Kubernetes Tools ecosystem.
   - [Quotas setting across multiple projects](https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-across-multiple-projects.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Quotas setting across multiple projects in the Kubernetes Tools ecosystem.
   - [Source-to-Image (S2I) Build](https://docs.openshift.com/container-platform/3.11/architecture/core_concepts/builds_and_image_streams.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Source-to-Image (S2I) Build in the Kubernetes Tools ecosystem.
-## 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
@@ -148,5 +138,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/ocp4.md b/v2-docs/ocp4.md
index 05475d26..d6ed167e 100644
--- a/v2-docs/ocp4.md
+++ b/v2-docs/ocp4.md
@@ -35,9 +35,6 @@
 1. [Cloud Infrastructure](#cloud-infrastructure)
   - [Managed Kubernetes](#managed-kubernetes)
     - [Azure Red Hat OpenShift](#azure-red-hat-openshift)
-1. [Cloud Native](#cloud-native)
-  - [Kubernetes Serverless](#kubernetes-serverless)
-    - [Knative](#knative)
 1. [Cloud Native Application](#cloud-native-application)
   - [Serverless](#serverless)
     - [OpenShift Serverless](#openshift-serverless)
@@ -65,19 +62,11 @@
   - [OpenShift](#openshift-2)
     - [FAQ](#faq)
     - [Infrastructure Provisioning](#infrastructure-provisioning)
-1. [Containerization](#containerization)
-  - [Container Engines](#container-engines)
-    - [Daemonless Execution](#daemonless-execution)
-  - [Runtimes](#runtimes)
-    - [Kubernetes Integration](#kubernetes-integration)
 1. [Containers and Orchestration](#containers-and-orchestration)
   - [OpenShift](#openshift-3)
     - [Installation and Setup](#installation-and-setup)
     - [Platform Release](#platform-release)
     - [Technical Background](#technical-background)
-1. [Database](#database)
-  - [PostgreSQL](#postgresql)
-    - [Developer Tutorials](#developer-tutorials)
 1. [Developer Experience](#developer-experience)
   - [Application Development](#application-development)
     - [Kubernetes Fundamentals](#kubernetes-fundamentals)
@@ -128,8 +117,6 @@
     - [Cloud Provider Integration](#cloud-provider-integration-2)
   - [Observability Frameworks](#observability-frameworks)
     - [Telemetry Metrics](#telemetry-metrics)
-  - [OpenShift](#openshift-4)
-    - [OpenShift Serverless](#openshift-serverless-1)
   - [Operator Framework](#operator-framework)
     - [Lifecycle Management](#lifecycle-management)
   - [Performance Tuning](#performance-tuning)
@@ -155,23 +142,20 @@
     - [Sandboxed Runtimes](#sandboxed-runtimes)
   - [Workload Modernization](#workload-modernization)
     - [Windows Container Support](#windows-container-support)
+1. [Extensibility](#extensibility)
+  - [Operators](#operators)
+    - [Lifecycle Management](#lifecycle-management-1)
 1. [Extensibility and APIs](#extensibility-and-apis)
   - [Microservices](#microservices)
     - [Operator Integrations](#operator-integrations-1)
   - [Operator Framework](#operator-framework-1)
     - [Community Feed](#community-feed)
-    - [OLM Core](#olm-core)
-1. [Extensibility and Development](#extensibility-and-development)
-  - [Registries and Catalogs](#registries-and-catalogs)
-    - [Operator Discovery](#operator-discovery)
 1. [Industry Solution](#industry-solution)
   - [Construction Industry](#construction-industry)
     - [Platform-as-a-Service](#platform-as-a-service)
 1. [Infrastructure](#infrastructure)
   - [Automation](#automation)
     - [Ansible](#ansible)
-  - [Cluster Management](#cluster-management-2)
-    - [Declarative Nodes](#declarative-nodes)
   - [Cluster Provisioning](#cluster-provisioning)
     - [AWS Quick Starts](#aws-quick-starts)
   - [Container Registry](#container-registry)
@@ -179,9 +163,6 @@
     - [Self-Hosted](#self-hosted)
   - [Data Protection](#data-protection)
     - [Kubernetes Backup Operators](#kubernetes-backup-operators)
-  - [Kubernetes Distributions](#kubernetes-distributions)
-    - [Enterprise Distributions](#enterprise-distributions)
-    - [Market Landscapes](#market-landscapes)
   - [Kubernetes Operators](#kubernetes-operators-1)
     - [Database and Registry](#database-and-registry)
   - [Managed Kubernetes](#managed-kubernetes-1)
@@ -196,9 +177,6 @@
     - [AWS Provisioning](#aws-provisioning)
   - [Scheduling](#scheduling)
     - [Load-Aware](#load-aware)
-1. [Infrastructure and Operations](#infrastructure-and-operations)
-  - [Enterprise Cluster Management](#enterprise-cluster-management)
-    - [Ansible and ACM](#ansible-and-acm)
 1. [Infrastructure Security](#infrastructure-security)
   - [Container Registries](#container-registries-1)
     - [Project Quay](#project-quay)
@@ -242,14 +220,10 @@
   - [User Experience](#user-experience)
     - [OpenShift Console](#openshift-console)
 1. [Platform Engineering](#platform-engineering)
-  - [Developer Experience](#developer-experience-2)
-    - [Red Hat Ecosystem](#red-hat-ecosystem-1)
-  - [Ecosystem](#ecosystem-1)
-    - [Marketplace](#marketplace-1)
-  - [Kubernetes Distributions](#kubernetes-distributions-1)
+  - [Kubernetes Distributions](#kubernetes-distributions)
     - [Evaluation and Sandbox](#evaluation-and-sandbox)
 1. [Platforms](#platforms)
-  - [Cluster Management](#cluster-management-3)
+  - [Cluster Management](#cluster-management-2)
     - [Cluster Provisioning](#cluster-provisioning-1)
     - [Fleet Management](#fleet-management)
   - [Distribution](#distribution)
@@ -258,13 +232,13 @@
     - [Community Kubernetes](#community-kubernetes)
     - [Enterprise Kubernetes](#enterprise-kubernetes-1)
     - [Lab Setup](#lab-setup)
-  - [Lifecycle Management](#lifecycle-management-1)
+  - [Lifecycle Management](#lifecycle-management-2)
     - [Application Migration](#application-migration)
     - [Operator Framework](#operator-framework-2)
   - [Local Development](#local-development)
     - [Kubernetes Local](#kubernetes-local)
     - [OpenShift Local](#openshift-local)
-    - [Operators](#operators)
+    - [Operators](#operators-1)
     - [Remote Deployments](#remote-deployments)
   - [Virtualization](#virtualization-1)
     - [KubeVirt Core](#kubevirt-core-1)
@@ -289,22 +263,13 @@
     - [Prisma Cloud](#prisma-cloud)
   - [OpenShift Security](#openshift-security)
     - [Cluster Design](#cluster-design)
-1. [Service Mesh](#service-mesh-1)
-  - [Red Hat OpenShift](#red-hat-openshift)
-    - [Enterprise Platforms](#enterprise-platforms)
 1. [Storage](#storage)
   - [Cloud-Native Storage](#cloud-native-storage)
     - [OpenShift Data Foundation](#openshift-data-foundation)
-  - [Distributed Storage](#distributed-storage)
-    - [Ceph](#ceph)
-  - [Enterprise Storage](#enterprise-storage)
-    - [Red Hat Storage](#red-hat-storage)
-  - [Kubernetes Storage](#kubernetes-storage)
-    - [Storage Orchestrators](#storage-orchestrators)
 1. [Storage and Data](#storage-and-data)
   - [Cloud Native Storage](#cloud-native-storage)
     - [Ceph Operators](#ceph-operators)
-  - [Enterprise Storage](#enterprise-storage-1)
+  - [Enterprise Storage](#enterprise-storage)
     - [Robin Storage](#robin-storage)
   - [Persistent Storage](#persistent-storage)
     - [AWS EFS Integration](#aws-efs-integration)
@@ -340,9 +305,11 @@
   - [openshift.com: Control Regional Access to Your Service on OpenShift Running on AWS](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/control-regional-access-to-your-service-on-openshift-running-on-aws)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
   - [Operator-based Calico CNI Plug-In is Supported on OpenShift 4 🌟](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
   - [youtube: how to deliver OpenShift as a service (just like Red Hat)](https://www.youtube.comwatch?v=b_norgxfh5y)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.youtube.comwatch?v=b_norgxfh5y in the Kubernetes Tools ecosystem.
+  - [developers.redhat.com: Serverless Architecture](https://developers.redhat.com/topics/serverless-architecture)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Serverless Architecture in the Kubernetes Tools ecosystem.
+  - [dzone refcard: Getting Started With OpenShift 🌟](https://dzone.com/refcardz/getting-started-with-openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone refcard: Getting Started With OpenShift 🌟 in the Kubernetes Tools ecosystem.
+  - [learn.openshift.com](https://learn.openshift.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem.
   - [OpenShift 4 documentation 🌟](https://access.redhat.com/documentation/en-us/openshift_container_platform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift 4 documentation 🌟 in the Kubernetes Tools ecosystem.
   - [OpenShift 4 β€œunder-the-hood” 🌟](https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift 4 β€œunder-the-hood” 🌟 in the Kubernetes Tools ecosystem.
-  - [dzone refcard: Getting Started With OpenShift 🌟](https://dzone.com/refcardz/getting-started-with-openshift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone refcard: Getting Started With OpenShift 🌟 in the Kubernetes Tools ecosystem.
   - [developers.redhat.com: Get started with OpenShift Service Registry](https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service-registry)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Get started with OpenShift Service Registry in the Kubernetes Tools ecosystem.
   - [michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi' Cluster OpenShift Environments with OpenShift Platform Plus](https://michaelkotelnikov.medium.com/maintaining-network-traffic-compliance-in-multi-cluster-openshift-environments-with-openshift-54fe369aa346)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi' Cluster OpenShift Environments with OpenShift Platform Plus in the Kubernetes Tools ecosystem.
   - [medium.com/@shrishs: Application Backup and Restore using Openshift API' for Data Protection(OADP)](https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-for-data-protection-oadp-790d39ad96d4)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@shrishs: Application Backup and Restore using Openshift API' for Data Protection(OADP) in the Kubernetes Tools ecosystem.
@@ -354,7 +321,6 @@
   - [ServiceMesh](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.4/html-single/service_mesh/index)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ServiceMesh in the Kubernetes Tools ecosystem.
   - [docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html](https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html in the Kubernetes Tools ecosystem.
   - [Custom image builds with Buildah](https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Custom image builds with Buildah in the Kubernetes Tools ecosystem.
-  - [learn.openshift.com](https://learn.openshift.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem.
   - [medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt](https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt-b5f54fb10ffd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt in the Kubernetes Tools ecosystem.
   - [docs.openshift.com: Understanding networking](https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.openshift.com: Understanding networking in the Kubernetes Tools ecosystem.
   - [Understanding multiple networks](https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/understanding-multiple-networks.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Understanding multiple networks in the Kubernetes Tools ecosystem.
@@ -363,7 +329,6 @@
   - [blog.openshift.com: openshift hive cluster as a service](https://blog.openshift.comopenshift-hive-cluster-as-a-service)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.openshift.com: openshift hive cluster as a service in the Kubernetes Tools ecosystem.
   - [Create an OpenShift 4.2 Private Cluster in AWS 🌟](https://access.redhat.com/solutions/4363731)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Create an OpenShift 4.2 Private Cluster in AWS 🌟 in the Kubernetes Tools ecosystem.
   - [medium: Guide OKD 4.5 Single Node Cluster](https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Guide OKD 4.5 Single Node Cluster in the Kubernetes Tools ecosystem.
-  - [developers.redhat.com: Serverless Architecture](https://developers.redhat.com/topics/serverless-architecture)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Serverless Architecture in the Kubernetes Tools ecosystem.
   - [The supported method of using Helm charts with Openshift4 is via the Helm Operator](https://blog.openshift.combuild-kubernetes-operators-from-helm-charts-in-5-steps)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The supported method of using Helm charts with Openshift4 is via the Helm Operator in the Kubernetes Tools ecosystem.
   - [blog.openshift.com: Helm and Operators on OpenShift, Part 1](https://blog.openshift.comhelm-and-operators-on-openshift-part-1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.openshift.com: Helm and Operators on OpenShift, Part 1 in the Kubernetes Tools ecosystem.
   - [blog.openshift.com: Helm and Operators on OpenShift, Part 2](https://blog.openshift.comhelm-and-operators-on-openshift-part-2)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.openshift.com: Helm and Operators on OpenShift, Part 2 in the Kubernetes Tools ecosystem.
@@ -412,14 +377,6 @@
 #### 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
@@ -487,18 +444,6 @@
 #### Infrastructure Provisioning
 
   - **(2021)** [Fully Automated OpenShift Deployments With VMware vSphere](https://www.redhat.com/en/blog/fully-automated-openshift-deployments-with-vmware-vsphere) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Detailed documentation on Installer-Provisioned Infrastructure (IPI) for Red Hat OpenShift on VMware vSphere environments. The automation workflow covers DNS registration, load balancing, virtual machine provisioning, and cluster bootstrapping directly from the installer. This integration streamlines on-premise private cloud delivery, reducing manual operational overhead to nearly zero.
-## Containerization
-
-### Container Engines
-
-#### Daemonless Execution
-
-  - **(2019)** [developers.redhat.com: Podman and Buildah for Docker users 🌟](https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users) [NONE CONTENT]  [LEGACY] β€” A practical handbook for developers transitionining from legacy Docker tooling to the modern Podman/Buildah stack. It walks through command mapping, registry authentications, building minimal rootless images, and deploying local Kubernetes-style multi-container YAML manifests.
-### Runtimes
-
-#### Kubernetes Integration
-
-  - **(2017)** [cri-o.io](https://cri-o.io) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The official home of CRI-O, an optimized Container Runtime Interface (CRI) designed specifically and exclusively for Kubernetes. CRI-O avoids overhead by supporting only OCI-compliant runtimes, removing unnecessary client CLI abstractions to deliver minimum-footprint workload execution.
 ## Containers and Orchestration
 
 ### OpenShift (3)
@@ -512,13 +457,6 @@
 #### 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.
-## Database
-
-### 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
@@ -648,11 +586,6 @@
 
   - **(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.
   - **(2021)** [developers.redhat.com: Troubleshooting application performance with Red Hat OpenShift metrics, Part 1: Requirements](https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” Part 1 of an observability series discussing the performance requirements of gathering application telemetry in OpenShift. Outlines the infrastructure metrics, agent resource targets, and storage patterns required for steady operations.
-### 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
@@ -726,6 +659,13 @@
 
   - **(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
@@ -738,16 +678,6 @@
 #### 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
@@ -763,11 +693,6 @@
 #### 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
@@ -786,14 +711,6 @@
 #### 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
@@ -835,13 +752,6 @@
 #### Load-Aware
 
   - **(2024)** [kubernetes-sigs: Trimaran: Load-aware scheduling plugins 🌟](https://github.com/kubernetes-sigs/scheduler-plugins/tree/master/pkg/trimaran) ⭐ 1295  [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A collection of scheduling plugins (TargetLoadPacked and LoadWatcher) under the Trimaran umbrella that enable real-time, load-aware scheduling in Kubernetes. Instead of scheduling purely based on static requests, it utilizes actual node resource utilization metrics. Active in 2026, it is vital for optimizing cluster efficiency and reducing overall infrastructure costs.
-## Infrastructure and Operations
-
-### Enterprise Cluster Management
-
-#### Ansible and ACM
-
-  - **(2021)** [redhat.com: ACM Ansible Integration Overview](https://www.redhat.com/en/blog) [YAML CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores integrations bridging Red Hat Advanced Cluster Management (ACM) with Ansible Automation Platform. Automates physical or non-Kubernetes resource tasks at critical points in cluster lifecycles.
 ## Infrastructure Security
 
 ### Container Registries (1)
@@ -948,24 +858,14 @@
   - **(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
 
-### 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)
+### Kubernetes Distributions
 
 #### 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 (3)
+### Cluster Management (2)
 
 #### Cluster Provisioning (1)
 
@@ -995,7 +895,7 @@
 
   - **(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 (1)
+### Lifecycle Management (2)
 
 #### Application Migration
 
@@ -1013,7 +913,7 @@
   - **(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.
   - **(2020)** [schabell.org: How to setup OpenShift Container Platform 4.5 on your local machine in minutes](https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.html)  [COMMUNITY-TOOL] β€” A developer-authored setup guide focusing on standing up an OpenShift Container Platform 4.5 environment locally in minutes. The post reviews resource constraints, command-line usage, automated virtual machine instantiation steps, and best practices for optimizing memory footpins to prevent developer system crashes.
   - **(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
+#### Operators (1)
 
   - **(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
@@ -1076,13 +976,6 @@
 #### 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
@@ -1090,21 +983,6 @@
 #### 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
@@ -1112,7 +990,7 @@
 #### 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 (1)
+### Enterprise Storage
 
 #### Robin Storage
 
@@ -1124,5 +1002,5 @@
   - **(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:** [Openshift](./openshift.md) | [Serverless](./serverless.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/openshift-pipelines.md b/v2-docs/openshift-pipelines.md
index f92776a2..f1fd0694 100644
--- a/v2-docs/openshift-pipelines.md
+++ b/v2-docs/openshift-pipelines.md
@@ -154,5 +154,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Flux](./flux.md) | [Argo](./argo.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md)
 
diff --git a/v2-docs/openshift.md b/v2-docs/openshift.md
index 9c73b817..e3472ae7 100644
--- a/v2-docs/openshift.md
+++ b/v2-docs/openshift.md
@@ -48,9 +48,6 @@
 1. [Orchestration and Packaging](#orchestration-and-packaging)
   - [Networking](#networking-1)
     - [Egress Firewalls](#egress-firewalls)
-1. [Performance Engineering](#performance-engineering)
-  - [Kubernetes Optimization](#kubernetes-optimization)
-    - [Autonomous Tuning](#autonomous-tuning)
 1. [Platform Engineering](#platform-engineering-1)
   - [Architectural Insights](#architectural-insights)
     - [Personal Blog](#personal-blog)
@@ -94,15 +91,16 @@
   - [aroworkshop.io 🌟](https://aroworkshop.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering aroworkshop.io in the Kubernetes Tools ecosystem.
   - [O'Reilly Free Book: **Openshift for developers**](https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
   - [NetworkPolicies and Microsegmentation](https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.redhat.com in the Kubernetes Tools ecosystem.
-  - [learn.openshift.com](https://learn.openshift.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem.
-  - [docs.openshift.com: Understanding networking](https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.openshift.com: Understanding networking 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.
   - [IBM Cloud Pak Playbook](https://cloudpak8s.io/apps/cp4a_overview)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook in the Kubernetes Tools ecosystem.
+  - [learn.openshift.com](https://learn.openshift.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learn.openshift.com in the Kubernetes Tools ecosystem.
+  - [IBM Cloud Pak Playbook: cloudpak8s.io](https://cloudpak8s.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem.
   - [OpenShift 3.11: Configuring the cluster auto-scaler in AWS](https://docs.openshift.com/container-platform/3.11/admin_guide/cluster-autoscaler.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift 3.11: Configuring the cluster auto-scaler in AWS in the Kubernetes Tools ecosystem.
   - [OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster](https://docs.openshift.com/container-platform/4.4/machine_management/applying-autoscaling.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster in the Kubernetes Tools ecosystem.
+  - [docs.openshift.com: Understanding networking](https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.openshift.com: Understanding networking in the Kubernetes Tools ecosystem.
   - [Wikipedia.org: OpenShift](https://en.wikipedia.org/wiki/OpenShift)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia.org: OpenShift in the Kubernetes Tools ecosystem.
   - [docs.openshift.com 🌟](https://docs.openshift.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering docs.openshift.com 🌟 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.
   - [OpenShift.io](https://openshift.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering OpenShift.io in the Kubernetes Tools ecosystem.
   - [openshift-ireland.com](https://openshift-ireland.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering openshift-ireland.com in the Kubernetes Tools ecosystem.
   - [I’m So Sorry OpenShift, I’ve Taken You for Granted 🌟](https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47ea4d9)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering I’m So Sorry OpenShift, I’ve Taken You for Granted 🌟 in the Kubernetes Tools ecosystem.
@@ -123,7 +121,6 @@
   - [stackoverflow.com: Is that possible to deploy an openshift or kubernetes' in DMZ zone? 🌟](https://stackoverflow.com/questions/59518363/is-that-possible-to-deploy-an-openshift-or-kubernetes-in-dmz-zone)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering stackoverflow.com: Is that possible to deploy an openshift or kubernetes' in DMZ zone? 🌟 in the Kubernetes Tools ecosystem.
   - [cloud.ibm.com: OpenShift Ingress](https://cloud.ibm.com/docs/openshift?topic=openshift-ingress)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cloud.ibm.com: OpenShift Ingress in the Kubernetes Tools ecosystem.
   - [dzone: OpenShift Egress Options](https://dzone.com/articles/openshift-egress-options)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: OpenShift Egress Options in the Kubernetes Tools ecosystem.
-  - [IBM Cloud Pak Playbook: cloudpak8s.io](https://cloudpak8s.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Cloud Pak Playbook: cloudpak8s.io in the Kubernetes Tools ecosystem.
 ## CI-CD
 
 ### GitLab
@@ -216,13 +213,6 @@
 #### 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
@@ -317,5 +307,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Serverless](./serverless.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/oraclecloud.md b/v2-docs/oraclecloud.md
index f18a69b1..32eb1d38 100644
--- a/v2-docs/oraclecloud.md
+++ b/v2-docs/oraclecloud.md
@@ -61,5 +61,5 @@
   - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md)
 
diff --git a/v2-docs/other-awesome-lists.md b/v2-docs/other-awesome-lists.md
index 0eb8e259..70dac9c7 100644
--- a/v2-docs/other-awesome-lists.md
+++ b/v2-docs/other-awesome-lists.md
@@ -11,8 +11,6 @@
 1. [AI and Machine Learning](#ai-and-machine-learning)
   - [MLOps](#mlops)
     - [Resources](#resources)
-  - [Training](#training)
-    - [Fundamentals](#fundamentals)
 1. [AI Engineering](#ai-engineering)
   - [Model Context Protocol](#model-context-protocol)
     - [Awesome Lists](#awesome-lists-1)
@@ -21,9 +19,6 @@
     - [Resources](#resources-1)
   - [API Management](#api-management)
     - [Resources](#resources-2)
-1. [Application Integration](#application-integration)
-  - [API Design](#api-design)
-    - [Documentation](#documentation)
 1. [Artificial Intelligence](#artificial-intelligence)
   - [LLMOps and MLOps](#llmops-and-mlops)
     - [Curated Ecosystems](#curated-ecosystems)
@@ -38,7 +33,7 @@
   - [Azure](#azure)
     - [Architecture](#architecture)
     - [Resources](#resources-4)
-    - [Training](#training-1)
+    - [Training](#training)
   - [DigitalOcean](#digitalocean)
     - [Resources](#resources-5)
   - [GCP](#gcp)
@@ -97,7 +92,7 @@
     - [Productivity](#productivity)
     - [Scalability](#scalability)
     - [Security](#security-2)
-    - [Training](#training-2)
+    - [Training](#training-1)
   - [Cheat Sheets](#cheat-sheets)
     - [DevOps](#devops)
   - [Educational Resources](#educational-resources)
@@ -138,7 +133,7 @@
   - [Scripts](#scripts)
     - [Bash](#bash)
     - [PowerShell](#powershell)
-1. [Documentation](#documentation-1)
+1. [Documentation](#documentation)
   - [Alternative Docs](#alternative-docs)
     - [Kubernetes](#kubernetes-3)
 1. [Infrastructure](#infrastructure)
@@ -252,11 +247,6 @@
 #### Resources
 
   - **(2026)** [visenger/awesome-mlops: Awesome MLOps](https://github.com/visenger/awesome-mlops) [N/A CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A structured directory detailing operational machine learning (MLOps) packages, pipeline orchestrators (Kubeflow, MLflow), and feature store architectures. Essential for platform teams bridging data science workflows with production-grade Kubernetes automation frameworks.
-### Training
-
-#### Fundamentals
-
-  - **(2026)** [==ekramasif/Basic-Machine-Learning==](https://github.com/ekramasif/Basic-Machine-Learning) ⭐ 80  [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A fundamental training repository compiling essential algorithms, scientific computing models, and conceptual guides for starting in Machine Learning. Focuses on classical statistical methods, regression math, and basic Python integrations. Provides a valuable baseline for engineering squads learning ML concepts.
 ## AI Engineering
 
 ### Model Context Protocol
@@ -276,13 +266,6 @@
 #### Resources (2)
 
   - **(2026)** [==Awesome API Management Tools==](https://github.com/mailtoharshit/Awesome-Api-Management-Tools) ⭐ 86  [N/A CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A directory focused on API design portals, lifecycle management tools, and specification utilities (like OpenAPI/Swagger). This list aids enterprise architects in establishing API-first development strategies and internal developer platform registries. It supports transition pathways from monolithic configurations to service meshes.
-## Application Integration
-
-### API Design
-
-#### Documentation
-
-  - **(2024)** [==Devdocs.io API Documentation 🌟==](https://devdocs.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” DevDocs combines multiple API documentations into a single, searchable, fast, and offline-capable user interface. By indexing documentation for dozens of languages, frameworks, and web technologies in a unified workspace, it optimizes developer workflow speed. It is widely recognized as a crucial utility tool in modern, high-velocity engineering environments.
 ## Artificial Intelligence
 
 ### LLMOps and MLOps
@@ -318,7 +301,7 @@
 
   - **(2026)** [github.com/kristofferandreasen/awesome-azure: Awesome Azure](https://github.com/kristofferandreasen/awesome-azure) [N/A CONTENT]  [LEGACY] β€” A structured directory detailing Azure-focused scripts, arm templates, and services. It provides functional entry points for systems engineers navigating Microsoft's cloud ecosystem. While some elements lean towards legacy ARM configurations, it provides solid structural patterns for hybrid-cloud architects.
   - **(2026)** [github.com/simhol/awesome-azure: Awesome Azure](https://github.com/simhol/awesome-azure) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A community-maintained resource collection for Azure deployments, automation scripts, and management frameworks. This index aggregates specialized tools and networking resources that complement official Microsoft documentation. It functions as a valuable secondary reference for enterprise cloud-migration pipelines.
-#### Training (1)
+#### Training
 
   - **(2026)** [==github.com/iam-veeramalla/Azure-zero-to-hero: Azure Zero to Hero Course==](https://github.com/iam-veeramalla/Azure-zero-to-hero) ⭐ 5104  [PYTHON/SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A structured, hands-on learning roadmap tracking Azure Cloud Administration, DevOps architectures, and fundamental services. Focuses on practical engineering exercises, building CI/CD pipelines, and writing ARM/Bicep infrastructure templates. Serves as an exceptional onboarding tool for transition-phase cloud engineers.
 ### DigitalOcean
@@ -476,7 +459,7 @@
 
   - **(2023)** [==magnologan/awesome-k8s-security: Awesome Kubernetes (K8s) Security 🌟==](https://github.com/magnologan/awesome-k8s-security) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A premier directory indexing specialized Kubernetes security packages, scanners, CVE logs, and hardening guides. It collects key scanning tools such as Falco, Trivy, and Polaris, helping cloud compliance officers map cluster defense strategies against known attack matrices.
   - **(2023)** [==ksoclabs/awesome-kubernetes-security 🌟==](https://github.com/ksoclabs/awesome-kubernetes-security) [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An expert-level compilation of Kubernetes security tools, vulnerability papers, threat simulations, and posture management (KSPM) frameworks. Ideal for penetration testers and cloud security engineers auditing the security posture of enterprise orchestrators.
-#### Training (2)
+#### Training (1)
 
   - **(2023)** [==github.com/joseadanof: Awesome Cloud Native Trainings==](https://github.com/joseadanof/awesome-cloudnative-trainings) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A thoroughly organized directory cataloging cloud-native certifications (CKA, CKAD, CKS), training centers, and open labs. Extremely useful for platform engineering managers designing structured learning and technical progression tracks for their teams.
 ### Cheat Sheets
@@ -578,7 +561,7 @@
 
   - **(2026)** [==janikvonrotz/awesome-powershell==](https://github.com/janikvonrotz/awesome-powershell) ⭐ 5396  [POWERSHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A curated repository detailing modules, cmdlets, and automation patterns using cross-platform PowerShell. Invaluable for platform engineers managing hybrid cloud setups, Windows nodes inside container networks, or Active Directory automation. This serves as a vital tool for enterprise systems integration.
   - **(2026)** [awesomerank.github.io: janikvonrotz/awesome-powershell](https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html) [N/A CONTENT]  [LEGACY] β€” An automatically ranked rendering of the Awesome PowerShell directory, categorizing contributions by community engagement and updates. It provides engineers with instant visibility into which PowerShell modules are actively maintained versus those that have lapsed into legacy status.
-## Documentation (1)
+## Documentation
 
 ### Alternative Docs
 
@@ -707,12 +690,12 @@
 
 ### General Reference
 
-  - [kubezilla.com: Kubetools – Curated List of Kubernetes Tools](https://kubezilla.com/tools)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubezilla.com: Kubetools – Curated List of Kubernetes Tools in the Kubernetes Tools ecosystem.
-  - [divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.](https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems. in the Kubernetes Tools ecosystem.
-  - [Awesome WSL](https://awesomeopensource.com/project/sirredbeard/Awesome-WSL)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Awesome WSL in the Kubernetes Tools ecosystem.
-  - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 in the Kubernetes Tools ecosystem.
-  - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟 in the Kubernetes Tools ecosystem.
   - [wiki.bash-hackers.org](https://wiki.bash-hackers.org)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wiki.bash-hackers.org in the Kubernetes Tools ecosystem.
+  - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 in the Kubernetes Tools ecosystem.
+  - [divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.](https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems. in the Kubernetes Tools ecosystem.
+  - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟 in the Kubernetes Tools ecosystem.
+  - [kubezilla.com: Kubetools – Curated List of Kubernetes Tools](https://kubezilla.com/tools)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubezilla.com: Kubetools – Curated List of Kubernetes Tools in the Kubernetes Tools ecosystem.
+  - [Awesome WSL](https://awesomeopensource.com/project/sirredbeard/Awesome-WSL)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Awesome WSL in the Kubernetes Tools ecosystem.
 ## Observability and Monitoring
 
 ### Application Performance Monitoring
@@ -852,5 +835,5 @@
   - **(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) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/performance-testing-with-jenkins-and-jmeter.md b/v2-docs/performance-testing-with-jenkins-and-jmeter.md
index 19b187e8..f99b056e 100644
--- a/v2-docs/performance-testing-with-jenkins-and-jmeter.md
+++ b/v2-docs/performance-testing-with-jenkins-and-jmeter.md
@@ -29,13 +29,10 @@
     - [Observability](#observability)
     - [Testing Frameworks](#testing-frameworks)
     - [Tutorials](#tutorials)
-  - [Testing](#testing-1)
-    - [Benchmarking](#benchmarking)
-      - [HTTP Tools](#http-tools)
 1. [Systems](#systems)
   - [Performance Tuning](#performance-tuning)
     - [Diagnostic Tools](#diagnostic-tools)
-1. [Testing](#testing-2)
+1. [Testing](#testing-1)
   - [Performance Testing](#performance-testing)
     - [Gatling](#gatling)
     - [JMeter](#jmeter)
@@ -136,13 +133,6 @@
 
   - **(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
@@ -150,7 +140,7 @@
 #### 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 (2)
+## Testing (1)
 
 ### Performance Testing
 
@@ -180,5 +170,5 @@
   - **(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:** [DevOps](./devops.md) | [QA](./qa.md) | [Test Automation Frameworks](./test-automation-frameworks.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/postman.md b/v2-docs/postman.md
index fe42091b..f4879462 100644
--- a/v2-docs/postman.md
+++ b/v2-docs/postman.md
@@ -134,5 +134,5 @@
   - **(2026)** [learning.postman.com: Simulate user traffic to test your API performance](https://learning.postman.com/docs/collections/performance-testing/testing-api-performance) [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Comprehensive architectural documentation detailing Postman's built-in performance testing runner. This system enables localized load simulation, virtual user profiling, and API concurrency metrics analysis.
 
 ---
-πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md) | [Java_Frameworks](./java_frameworks.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/private-cloud-solutions.md b/v2-docs/private-cloud-solutions.md
index afdcf6ea..8f42dcaa 100644
--- a/v2-docs/private-cloud-solutions.md
+++ b/v2-docs/private-cloud-solutions.md
@@ -21,5 +21,5 @@
   - **(2019)** [thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and Discounts Dry Up](https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up) 🌟🌟 [COMMUNITY-TOOL] β€” An analytical piece detailing the sharp decline in OpenStack market share as public cloud hyperscalers expanded. Live Grounding confirms that OpenStack remains stable only in telecom NFV and niche on-premises private clouds, while generic enterprise deployments have shifted to Kubernetes and hybrid-cloud runtimes.
 
 ---
-πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md)
 
diff --git a/v2-docs/project-management-methodology.md b/v2-docs/project-management-methodology.md
index d62ee232..3e823cfa 100644
--- a/v2-docs/project-management-methodology.md
+++ b/v2-docs/project-management-methodology.md
@@ -502,5 +502,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/project-management-tools.md b/v2-docs/project-management-tools.md
index ceff94d1..42dfddcd 100644
--- a/v2-docs/project-management-tools.md
+++ b/v2-docs/project-management-tools.md
@@ -122,5 +122,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/prometheus.md b/v2-docs/prometheus.md
index 1948d022..88dd442d 100644
--- a/v2-docs/prometheus.md
+++ b/v2-docs/prometheus.md
@@ -80,7 +80,6 @@
     - [Interoperability](#interoperability)
   - [Monitoring](#monitoring)
     - [IoT Observability](#iot-observability)
-    - [Metrics Collection](#metrics-collection)
     - [Prometheus Agent](#prometheus-agent)
     - [Prometheus Getting Started](#prometheus-getting-started)
     - [Prometheus Meta-Monitoring](#prometheus-meta-monitoring)
@@ -133,10 +132,6 @@
     - [Cardinality Management](#cardinality-management)
   - [Visualization](#visualization)
     - [Grafana Dashboards](#grafana-dashboards)
-1. [Systems Design](#systems-design)
-  - [Observability](#observability-2)
-    - [Infrastructure Design](#infrastructure-design)
-      - [Telemetry Pipelines](#telemetry-pipelines)
 
 ## Cloud Native Infrastructure
 
@@ -276,11 +271,11 @@
 ### General Reference
 
   - [cncf.io: From distributed tracing to APM: Taking OpenTelemetry and Jaeger up a level](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: 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.
   - [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.
   - [learndevops.substack.com: Hitting prometheus API with curl and jq 🌟](https://learndevops.substack.com/p/hitting-prometheus-api-with-curl)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering learndevops.substack.com: Hitting prometheus API with curl and jq 🌟 in the Kubernetes Tools ecosystem.
-  - [blog.couchbase.com: How to Build Observability Dashboards with Prometheus,' Grafana & Couchbase](https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.couchbase.com: How to Build Observability Dashboards with Prometheus,' Grafana & Couchbase 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.
   - [**Red Hat AMQ overview**](https://developers.redhat.com/products/amq/overview)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering **Red Hat AMQ overview** in the Kubernetes Tools ecosystem.
+  - [blog.couchbase.com: How to Build Observability Dashboards with Prometheus,' Grafana & Couchbase](https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering blog.couchbase.com: How to Build Observability Dashboards with Prometheus,' Grafana & Couchbase in the Kubernetes Tools ecosystem.
   - [Dzone Refcard: Scaling and Augmenting Prometheus](https://dzone.com/refcardz/scaling-and-augmenting-prometheus)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone Refcard: Scaling and Augmenting Prometheus 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.
@@ -403,9 +398,6 @@
 #### IoT Observability
 
   - **(2023)** [grafana.com: Using Telegraf plugins to visualize industrial IoT data with the Grafana Cloud Hosted Prometheus service](https://grafana.com/blog/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Demonstrates pipeline setups connecting InfluxData's Telegraf collectors to Grafana Cloud. Explains parsing MQTT or Modbus industrial machinery telemetry feeds and transforming them into Prometheus-compliant timeseries data.
-#### 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 Agent
 
   - **(2022)** [grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent](https://grafana.com/blog/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explores the technical reasoning for deploying Prometheus in Agent Mode instead of as a full collector database. Explains memory savings, localized caching patterns, and metrics forwarding via standard Remote Write protocols.
@@ -560,16 +552,7 @@
 #### 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:** [About](./about.md) | [Demos](./demos.md) | [Kubernetes](./kubernetes.md)
+πŸ’‘ **Explore Related:** [Demos](./demos.md) | [Kubernetes](./kubernetes.md) | [Cloud Arch Diagrams](./cloud-arch-diagrams.md)
 
diff --git a/v2-docs/public-cloud-solutions.md b/v2-docs/public-cloud-solutions.md
index 36f214c0..4059cde9 100644
--- a/v2-docs/public-cloud-solutions.md
+++ b/v2-docs/public-cloud-solutions.md
@@ -30,9 +30,6 @@
     - [Business Case](#business-case)
   - [Multimedia](#multimedia)
     - [Provider Comparisons](#provider-comparisons)
-1. [Cloud Providers](#cloud-providers)
-  - [Alternative Clouds](#alternative-clouds)
-    - [Kubernetes DOKS](#kubernetes-doks)
 1. [Cloud Strategy](#cloud-strategy)
   - [Architecture](#architecture)
     - [Multi-Cloud Assessment](#multi-cloud-assessment)
@@ -145,13 +142,6 @@
 #### Provider Comparisons
 
   - **(2026)** [youtube: A Cloud Guru - Cloud Provider Comparisons 🌟](https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT)  [COMMUNITY-TOOL] [GUIDE] β€” A curated Pluralsight/A Cloud Guru video playlist featuring structural and strategic comparisons of hyperscalers. It covers pricing structures, operational overhead, and developer experience metrics. Live grounding confirms its baseline instructional value for junior cloud engineers.
-## Cloud Providers
-
-### Alternative Clouds
-
-#### Kubernetes DOKS
-
-  - **(2025)** [Digital Ocean Kubernetes (DOKS)](https://www.digitalocean.com/products/kubernetes) [N/A CONTENT]  [COMMUNITY-TOOL] β€” Fully managed Kubernetes distribution that abstracts master node architecture, allowing users to rapidly deploy clusters. Features simplified persistent block storage volumes, automated node auto-scaling, and painless ingress configurations.
 ## Cloud Strategy
 
 ### Architecture
@@ -267,5 +257,5 @@
   - **(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:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md)
 
diff --git a/v2-docs/pulumi.md b/v2-docs/pulumi.md
index 51211b86..422cb1e3 100644
--- a/v2-docs/pulumi.md
+++ b/v2-docs/pulumi.md
@@ -37,9 +37,6 @@
     - [Pulumi](#pulumi-5)
   - [Package Management](#package-management)
     - [Pulumi Registry](#pulumi-registry-1)
-1. [Kubernetes Developer Experience](#kubernetes-developer-experience)
-  - [Graph-Based Dev and Test](#graph-based-dev-and-test)
-    - [Garden Documentation](#garden-documentation)
 
 ## Architectural Foundations
 
@@ -120,14 +117,7 @@
 #### 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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/python.md b/v2-docs/python.md
index 388fb9f4..53eae8ce 100644
--- a/v2-docs/python.md
+++ b/v2-docs/python.md
@@ -242,7 +242,6 @@
     - [Object-Oriented Programming](#object-oriented-programming-2)
   - [Python](#python-3)
     - [CLI Generation](#cli-generation)
-    - [Computer Science Foundations](#computer-science-foundations)
     - [Debugging Tools](#debugging-tools)
     - [Educational Resources](#educational-resources)
     - [Language Fundamentals](#language-fundamentals)
@@ -1026,9 +1025,6 @@ Live Grounding: Deep-dives into subclassing mechanics, resolving method chains v
 #### CLI Generation
 
   - **(2025)** [==google/python-fire 🌟==](https://github.com/google/python-fire) ⭐ 28203  [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight presents Google Fire as a library that instantly derives fully operational CLI endpoints from any Python object. Live Grounding confirms its extensive use in data engineering pipelines to easily export complex programmatic code without setting up manual parsing boilerplate.
-#### Computer Science Foundations
-
-  - **(2024)** [Think Python](https://allendowney.github.io/ThinkPython) [PYTHON CONTENT]  [COMMUNITY-TOOL] β€” An industry-standard manual detailing computer science foundations using Python. Progresses through data structures, algorithms, functional routines, and object-oriented modeling with highly verified, elegant coding conventions.
 #### Debugging Tools
 
   - **(2016)** [tracker: A time machine for debugging pesky stateful errors](https://github.com/madisonmay/tracker) ⭐ 36  [PYTHON CONTENT] 🌟 [COMMUNITY-TOOL] β€” Curator Insight details a utility designed to capture and track mutational state transitions in Python objects over time. Live Grounding observes that while the repository is now dormant and unmaintained, the architecture of immutable tracking states remains a core conceptual design in complex state-machine debugging.
@@ -1219,5 +1215,5 @@ 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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Dom](./dom.md) | [Java_Frameworks](./java_frameworks.md)
 
diff --git a/v2-docs/qa.md b/v2-docs/qa.md
index 97f25ecf..b663bef6 100644
--- a/v2-docs/qa.md
+++ b/v2-docs/qa.md
@@ -269,5 +269,5 @@
   - **(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) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [Test Automation Frameworks](./test-automation-frameworks.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/rancher.md b/v2-docs/rancher.md
index 1892ad46..47075b79 100644
--- a/v2-docs/rancher.md
+++ b/v2-docs/rancher.md
@@ -11,9 +11,6 @@
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
     - [General Reference](#general-reference)
-1. [Cloud Native](#cloud-native)
-  - [Kubernetes](#kubernetes)
-    - [Rancher Management](#rancher-management)
 1. [Container Engines](#container-engines)
   - [Lightweight Runtimes](#lightweight-runtimes)
     - [Archived Projects](#archived-projects)
@@ -62,12 +59,6 @@
   - [GitOps](#gitops-1)
     - [Fleet Management](#fleet-management)
     - [Tutorials](#tutorials)
-1. [Infrastructure](#infrastructure-1)
-  - [Cluster Management](#cluster-management)
-    - [RKE2](#rke2)
-1. [Introductory](#introductory)
-  - [Concepts](#concepts)
-    - [Core Resources](#core-resources)
 1. [Kubernetes Management](#kubernetes-management)
   - [Case Studies](#case-studies)
     - [Finance](#finance)
@@ -86,7 +77,6 @@
     - [Quick Starts](#quick-starts-1)
   - [Monitoring and Observability](#monitoring-and-observability)
     - [Alerting](#alerting)
-    - [etcd Monitoring](#etcd-monitoring)
   - [Multi-Cluster Orchestration](#multi-cluster-orchestration)
     - [Enterprise Management](#enterprise-management)
   - [Multi-Tenancy](#multi-tenancy)
@@ -121,6 +111,7 @@
 
 #### General Reference
 
+  - [Certified Kubernetes offerings](https://www.cncf.io/certification/software-conformance)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Certified Kubernetes offerings in the Kubernetes Tools ecosystem.
   - [medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes' Using Rancher](https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in-kubernetes-using-rancher-d01c472a10ad)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes' Using Rancher in the Kubernetes Tools ecosystem.
   - [blog.kubecost.com: Rancher vs Kubernetes: It’s not either or](https://blog.kubecost.com/blog/rancher-vs-kubernetes)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==blog.kubecost.com: Rancher vs Kubernetes: It’s not either or== in the Kubernetes Tools ecosystem.
   - [akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,' Terraform and Ansible](https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-rancher-terraform-and-ansible-e26e24059319)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,' Terraform and Ansible== in the Kubernetes Tools ecosystem.
@@ -135,14 +126,6 @@
   - [medium.com: OKE Clusters from Rancher 2.0](https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: OKE Clusters from Rancher 2.0 in the Kubernetes Tools ecosystem.
   - [medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure](https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infrastructure-6b0656cdaec0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure in the Kubernetes Tools ecosystem.
   - [Kubernautic](https://kubernauts.sh)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Kubernautic in the Kubernetes Tools ecosystem.
-  - [Certified Kubernetes offerings](https://www.cncf.io/certification/software-conformance)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Certified Kubernetes offerings in the Kubernetes Tools ecosystem.
-## Cloud Native
-
-### Kubernetes
-
-#### Rancher Management
-
-  - **(2022)** [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [HCL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Official AWS Quick Start reference guide for standing up Rancher on AWS. This architecture installs Rancher on an Amazon EKS cluster, giving enterprise operations teams a unified interface to govern multiple downstream clusters, enforce unified RBAC models, and manage complex multi-tenant environments.
 ## Container Engines
 
 ### Lightweight Runtimes
@@ -267,20 +250,6 @@
 #### Tutorials
 
   - **(2021)** [itnext.io: Fleet Management of Kubernetes Clusters at Scale β€” Rancher’s Fleet](https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325)  [COMMUNITY-TOOL] β€” Curator Insight reviews Fleet's design for multi-cluster scaling. Live engineering truth in 2026 confirms that the fundamental architectures of GitOps bundles and target custom resource definitions (CRDs) outlined here continue to dictate how Fleet scales in production setups.
-## Infrastructure (1)
-
-### 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.
-## Introductory
-
-### Concepts
-
-#### Core Resources
-
-  - **(2021)** [community.suse.com: Stupid Simple Kubernetesβ€Šβ€”β€ŠDeployments, Services and Ingresses Explained](https://www.rancher.com/community)  [COMMUNITY-TOOL] β€” Provides a clean, foundational model detailing the relationship between Deployments, Services, and Ingress resources. Explains how these layers work together to manage container replicas, handle traffic distribution, and expose APIs to external users.
 ## Kubernetes Management
 
 ### Case Studies
@@ -326,9 +295,6 @@
 #### 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
@@ -400,5 +366,5 @@
   - **(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:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Serverless](./serverless.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/react.md b/v2-docs/react.md
index db575c7e..1a9ad653 100644
--- a/v2-docs/react.md
+++ b/v2-docs/react.md
@@ -8,13 +8,23 @@
 
 ## Table of Contents
 
+1. [Frontend Development](#frontend-development)
+  - [React Framework](#react-framework)
+    - [State Management](#state-management)
 1. [Software Engineering](#software-engineering)
-  - [Frontend Development](#frontend-development)
+  - [Frontend Development](#frontend-development-1)
     - [React Ecosystem](#react-ecosystem)
 
+## 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.
 ## Software Engineering
 
-### Frontend Development
+### Frontend Development (1)
 
 #### React Ecosystem
 
@@ -22,5 +32,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/recruitment.md b/v2-docs/recruitment.md
index 525ea50b..c4841f09 100644
--- a/v2-docs/recruitment.md
+++ b/v2-docs/recruitment.md
@@ -102,6 +102,9 @@
     - [Developer Wellness](#developer-wellness-1)
   - [Team Culture](#team-culture-1)
     - [Employee Engagement](#employee-engagement)
+1. [Security](#security-1)
+  - [Container Security](#container-security)
+    - [DevSecOps](#devsecops)
 
 ## Architectural Foundations
 
@@ -368,7 +371,14 @@
 #### Employee Engagement
 
   - **(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.
+## Security (1)
+
+### Container Security
+
+#### DevSecOps
+
+  - **(2023)** [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A deep dive into Kubernetes security practices through a modern DevSecOps lens. Covers critical strategies including RBAC refinement, network policies, pod security standards, container vulnerability scanning, and managing runtime security alerts.
 
 ---
-πŸ’‘ **Explore Related:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md)
+πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Digital Money](./digital-money.md) | [HR](./hr.md)
 
diff --git a/v2-docs/registries.md b/v2-docs/registries.md
index eaa7d9f9..15aead66 100644
--- a/v2-docs/registries.md
+++ b/v2-docs/registries.md
@@ -202,5 +202,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md)
 
diff --git a/v2-docs/remote-tech-jobs.md b/v2-docs/remote-tech-jobs.md
index 66559ca3..5c60d21c 100644
--- a/v2-docs/remote-tech-jobs.md
+++ b/v2-docs/remote-tech-jobs.md
@@ -63,5 +63,5 @@
   - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md)
+πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md)
 
diff --git a/v2-docs/scaffolding.md b/v2-docs/scaffolding.md
index 7b0d4c1e..a424b6a2 100644
--- a/v2-docs/scaffolding.md
+++ b/v2-docs/scaffolding.md
@@ -51,5 +51,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/scaleway.md b/v2-docs/scaleway.md
index 96cb8bf9..5da90272 100644
--- a/v2-docs/scaleway.md
+++ b/v2-docs/scaleway.md
@@ -31,5 +31,5 @@
   - **(2022)** [SaaS Solutions - What is the difference between a multi-instance and a multi-tenant architecture](https://www.scaleway.com/en/en/blog/saas-multi-tenant-vs-multi-instance-architectures) [N/A CONTENT]  [COMMUNITY-TOOL] β€” An architectural guide analyzing the trade-offs between multi-instance and multi-tenant architectures. It reviews namespace limits, network segmentation strategies, and storage separation models crucial for SaaS developers on Kubernetes.
 
 ---
-πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [Edge Computing](./edge-computing.md) | [Azure](./azure.md)
+πŸ’‘ **Explore Related:** [Googlecloudplatform](./GoogleCloudPlatform.md) | [AWS Pricing](./aws-pricing.md) | [AWS Spain](./aws-spain.md)
 
diff --git a/v2-docs/securityascode.md b/v2-docs/securityascode.md
index 1b08f1f1..3e2188b4 100644
--- a/v2-docs/securityascode.md
+++ b/v2-docs/securityascode.md
@@ -69,9 +69,9 @@
 
 #### 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.
   - [IBM Vault 2.0 UI Enhancements and Reporting Improvements](https://t.co/cvOceuueCF)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM Vault 2.0 UI Enhancements and Reporting Improvements in the Kubernetes Tools ecosystem.
   - [Web-Check](https://web-check.xyz)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Web-Check 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.
   - [IBM IAM for AI Agents](https://t.co/EKsVgKA4xn)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering IBM IAM for AI Agents in the Kubernetes Tools ecosystem.
   - [medium: Automate policies enforcement with Policy-as-Code 🌟](https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Automate policies enforcement with Policy-as-Code 🌟 in the Kubernetes Tools ecosystem.
   - [magalix.com: Integrating Open Policy Agent (OPA) With Kubernetes 🌟](https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a-deep-dive-tutorial)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering magalix.com: Integrating Open Policy Agent (OPA) With Kubernetes 🌟 in the Kubernetes Tools ecosystem.
@@ -250,5 +250,5 @@
   - **(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:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Oauth](./oauth.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Terraform](./terraform.md) | [Chef](./chef.md)
 
diff --git a/v2-docs/serverless.md b/v2-docs/serverless.md
index d6a69e3c..fb962e31 100644
--- a/v2-docs/serverless.md
+++ b/v2-docs/serverless.md
@@ -28,9 +28,6 @@
     - [Fundamentals](#fundamentals)
     - [Migration Patterns](#migration-patterns)
     - [Operational Cost](#operational-cost)
-1. [Cloud Infrastructure and Orchestration](#cloud-infrastructure-and-orchestration)
-  - [Serverless Architecture](#serverless-architecture)
-    - [Case Studies](#case-studies)
 1. [Cloud Native](#cloud-native)
   - [FaaS Basics](#faas-basics)
     - [Definitions](#definitions)
@@ -48,7 +45,7 @@
     - [Advanced Best Practices](#advanced-best-practices)
     - [Anti-patterns](#anti-patterns)
     - [CI-CD](#ci-cd)
-    - [Case Studies](#case-studies-1)
+    - [Case Studies](#case-studies)
     - [Design Patterns](#design-patterns)
     - [Ecosystem Landscapes](#ecosystem-landscapes)
     - [Enterprise Strategy](#enterprise-strategy)
@@ -98,7 +95,6 @@
 #### General Reference
 
   - [developers.redhat.com: Serverless Architecture](https://developers.redhat.com/topics/serverless-architecture)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering developers.redhat.com: Serverless Architecture 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.
   - [medium: What a typical 100% Serverless Architecture looks like in AWS!](https://medium.com/serverless-transformation/what-a-typical-100-serverless-architecture-looks-like-in-aws-40f252cd0ecb)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: What a typical 100% Serverless Architecture looks like in AWS! in the Kubernetes Tools ecosystem.
   - [dzone: Implementing Serverless Microservices Architecture on AWS](https://dzone.com/articles/implementing-serverless-microservices-architecture)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone: Implementing Serverless Microservices Architecture on AWS in the Kubernetes Tools ecosystem.
   - [vimal-dwarampudi.medium.com: Serverless Architecture design on major clouds](https://vimal-dwarampudi.medium.com/serverless-architecture-design-on-major-clouds-8c53c2aa62d2)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering vimal-dwarampudi.medium.com: Serverless Architecture design on major clouds in the Kubernetes Tools ecosystem.
@@ -110,6 +106,7 @@
   - [oliverjumpertz.medium.com: Serverless vs. Kubernetes](https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering oliverjumpertz.medium.com: Serverless vs. Kubernetes in the Kubernetes Tools ecosystem.
   - [wikipedia: FaaS Function as a Service](https://en.wikipedia.org/wiki/Function_as_a_service)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: FaaS Function as a Service in the Kubernetes Tools ecosystem.
   - [fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless' Function (FaaS) Providers](https://fauna.com/blog/comparison-faas-providers)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless' Function (FaaS) Providers 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.
   - [magalix.com: Implementing FaaS in Kubernetes Using Kubeless](https://www.magalix.com/blog/implementing-faas-in-kubernetes-using-kubeless)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering magalix.com: Implementing FaaS in Kubernetes Using Kubeless in the Kubernetes Tools ecosystem.
   - [kubeless.io](https://kubeless.io)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubeless.io in the Kubernetes Tools ecosystem.
   - [medium.com: Serverless - Build a Serverless Simple Flask Application with' Kubeless on top of Kubernetes](https://medium.com/@peiruwang/serverless-build-a-serverless-simple-flask-application-with-kubeless-on-top-of-kubernetes-95c6682c3750)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Serverless - Build a Serverless Simple Flask Application with' Kubeless on top of Kubernetes in the Kubernetes Tools ecosystem.
@@ -162,13 +159,6 @@
 #### Operational Cost
 
   - **(2020)** [freecodecamp.org: Serverless is cheaper, not simpler](https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49)  [COMMUNITY-TOOL] β€” Challenges the popular industry narrative that serverless frameworks simplify system designs. While highlighting significant cost reductions, this case study warns about the operational complexities of distributed event routing, IAM configuration boundaries, and cold start mitigations.
-## Cloud Infrastructure and Orchestration
-
-### Serverless Architecture
-
-#### Case Studies
-
-  - **(2021)** [ServerlessHorrors: A Web Compiling Nightmares in the Serverless World](https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless) [N/A CONTENT]  [COMMUNITY-TOOL] β€” A catalog documenting real-world runtime failures, billing anomalies, database connection exhaustion, cold start latency bottlenecks, and unexpected vendor configurations within modern serverless cloud setups.
 ## Cloud Native
 
 ### FaaS Basics
@@ -190,6 +180,8 @@
 #### 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 Tooling
 
   - **(2026)** [**kn: knative client**](https://github.com/knative/client) ⭐ 385  [GO CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” The official CLI client ('kn') for interacting with Knative installations, enabling rapid deployment of serving entities and management of decoupled event bindings.
@@ -209,7 +201,6 @@
 
 #### 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)
 
@@ -222,7 +213,7 @@
 #### CI-CD
 
   - **(2019)** [**theburningmonk.com: Why you should use ephemeral environments when you do serverless**](https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you-do-serverless) [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Recommends utilizing ephemeral stack deployments per developer or pull request. Highlights how to leverage zero-marginal-cost resource provisioning characteristics of cloud serverless.
-#### Case Studies (1)
+#### Case Studies
 
   - **(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) [ADVANCED LEVEL] 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” Details how daily.dev constructed a cost-efficient article parsing ecosystem by combining serverless scraping pipelines, queue storage, and ephemeral container tasks.
   - **(2020)** [**dashbird.io: Serverless Case Study – Coca-Cola**](https://dashbird.io/blog/serverless-case-study-coca-cola) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” A key industrial case study tracking how Coca-Cola migrated critical transaction systems to serverless, noting immense scale capacity and severe operational cost savings.
@@ -285,6 +276,7 @@
 
 #### 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
 
@@ -335,5 +327,5 @@
   - **(2021)** [**itnext.io: **arkade** by example β€” Kubernetes apps, the easy way 🌟**](https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Introduces arkade, a lightning-fast application installer for Kubernetes. Simplifies cluster bootstrap setups by deploying tools like OpenFaaS or cert-manager with one-line commands.
 
 ---
-πŸ’‘ **Explore Related:** [OCP 4](./ocp4.md) | [Openshift](./openshift.md) | [Kubernetes Operators Controllers](./kubernetes-operators-controllers.md)
+πŸ’‘ **Explore Related:** [Kubernetes Storage](./kubernetes-storage.md) | [Kubernetes Alternatives](./kubernetes-alternatives.md) | [Kubernetes Client Libraries](./kubernetes-client-libraries.md)
 
diff --git a/v2-docs/servicemesh.md b/v2-docs/servicemesh.md
index 6bba7a99..b59dd878 100644
--- a/v2-docs/servicemesh.md
+++ b/v2-docs/servicemesh.md
@@ -21,8 +21,6 @@
   - [API Management](#api-management)
     - [Service Mesh Comparison](#service-mesh-comparison)
     - [Service Mesh Integration](#service-mesh-integration)
-  - [Data Plane](#data-plane)
-    - [Proxy](#proxy)
   - [Load Balancing](#load-balancing-1)
     - [Legacy Tooling](#legacy-tooling)
   - [Orchestration](#orchestration)
@@ -68,7 +66,7 @@
 1. [Cloud Native Networking](#cloud-native-networking)
   - [Control Plane](#control-plane)
     - [Service Mesh Architecture](#service-mesh-architecture-1)
-  - [Data Plane](#data-plane-1)
+  - [Data Plane](#data-plane)
     - [APIs and Protocols](#apis-and-protocols)
     - [Load Balancing Algorithms](#load-balancing-algorithms)
   - [Service Mesh](#service-mesh-3)
@@ -76,23 +74,16 @@
   - [Service Proxy](#service-proxy)
     - [Integration Tools](#integration-tools)
 1. [Infrastructure](#infrastructure)
-  - [Networking](#networking)
-    - [Ingress](#ingress)
-      - [Azure Application Gateway](#azure-application-gateway)
   - [Service Mesh](#service-mesh-4)
     - [Architecture Guides](#architecture-guides)
     - [Kubernetes Networking](#kubernetes-networking)
     - [Red Hat Ecosystem](#red-hat-ecosystem)
     - [Security](#security-2)
     - [System Design](#system-design)
-1. [Networking](#networking-1)
+1. [Networking](#networking)
   - [Ingress and Gateway](#ingress-and-gateway)
     - [Controllers](#controllers)
     - [Gateway API](#gateway-api)
-    - [Traefik](#traefik)
-1. [Networking and Security](#networking-and-security)
-  - [Load Balancing](#load-balancing-2)
-    - [Performance and Tuning](#performance-and-tuning)
 1. [Serverless and Ingress](#serverless-and-ingress)
   - [Knative](#knative)
     - [Ingress Controllers](#ingress-controllers)
@@ -155,11 +146,6 @@
 #### 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
@@ -294,7 +280,7 @@
 #### 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 (1)
+### Data Plane
 
 #### APIs and Protocols
 
@@ -314,13 +300,6 @@
   - **(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
@@ -338,7 +317,7 @@
 #### 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 (1)
+## Networking
 
 ### Ingress and Gateway
 
@@ -348,16 +327,6 @@
 #### 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
@@ -367,5 +336,5 @@
   - **(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.
 
 ---
-πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Kubernetes Networking](./kubernetes-networking.md) | [Networking](./networking.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Web Servers](./web-servers.md) | [Caching](./caching.md)
 
diff --git a/v2-docs/sonarqube.md b/v2-docs/sonarqube.md
index e9204d79..c4c84fe2 100644
--- a/v2-docs/sonarqube.md
+++ b/v2-docs/sonarqube.md
@@ -60,5 +60,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Stackstorm](./stackstorm.md) | [Tekton](./tekton.md)
 
diff --git a/v2-docs/sre.md b/v2-docs/sre.md
index 3b961b81..7e88c5ec 100644
--- a/v2-docs/sre.md
+++ b/v2-docs/sre.md
@@ -287,5 +287,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [Chaos Engineering](./chaos-engineering.md)
 
diff --git a/v2-docs/stackstorm.md b/v2-docs/stackstorm.md
index 50dde2d0..a0712500 100644
--- a/v2-docs/stackstorm.md
+++ b/v2-docs/stackstorm.md
@@ -22,5 +22,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Tekton](./tekton.md)
 
diff --git a/v2-docs/swagger-code-generator-for-rest-apis.md b/v2-docs/swagger-code-generator-for-rest-apis.md
index 02138a93..1175e738 100644
--- a/v2-docs/swagger-code-generator-for-rest-apis.md
+++ b/v2-docs/swagger-code-generator-for-rest-apis.md
@@ -62,5 +62,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Java_Frameworks](./java_frameworks.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/tags.md b/v2-docs/tags.md
index 309f0e6f..3ea6839d 100644
--- a/v2-docs/tags.md
+++ b/v2-docs/tags.md
@@ -14,7 +14,7 @@
 1. [Guide](#guide) (1148 resources)
 1. [Case Study](#case-study) (115 resources)
 1. [Community-Tool](#community-tool) (11241 resources)
-1. [Legacy](#legacy) (594 resources)
+1. [Legacy](#legacy) (595 resources)
 1. [Spanish Content](#spanish-content) (212 resources)
 1. [Agnostic Content](#agnostic-content) (64 resources)
 1. [Ansible Content](#ansible-content) (3 resources)
@@ -53,7 +53,7 @@
 1. [German Content](#german-content) (1 resources)
 1. [Go / Javascript Content](#go-javascript-content) (2 resources)
 1. [Go / Yaml Content](#go-yaml-content) (2 resources)
-1. [Go Content](#go-content) (1078 resources)
+1. [Go Content](#go-content) (1081 resources)
 1. [Go/Bash Content](#gobash-content) (1 resources)
 1. [Go/Markdown Content](#gomarkdown-content) (1 resources)
 1. [Go/Rego Content](#gorego-content) (1 resources)
@@ -86,7 +86,7 @@
 1. [Kql Content](#kql-content) (5 resources)
 1. [Lua Content](#lua-content) (2 resources)
 1. [Makefile Content](#makefile-content) (1 resources)
-1. [Markdown Content](#markdown-content) (368 resources)
+1. [Markdown Content](#markdown-content) (365 resources)
 1. [Markdown/Images Content](#markdownimages-content) (1 resources)
 1. [Markdown/Shell Content](#markdownshell-content) (1 resources)
 1. [Multi Content](#multi-content) (3 resources)
@@ -170,163 +170,83 @@
 ## De Facto Standard
 
 

-Click to view 1154 resources under De Facto Standard
+Click to view top 100 of 1154 resources under De Facto Standard
 
-  - **(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)** [==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)** [==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)** [==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)** [==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)** [==Developer Sandbox==](https://developers.redhat.com/developer-sandbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./demos.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)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2026)** [==SdkMan==](https://sdkman.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-tools.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)** [==ramitsurana/awesome-kubernetes: Tools 🌟==](https://github.com/ramitsurana/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==Draino==](https://github.com/planetlabs/draino) 🌟🌟🌟🌟🌟 [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-tools.md)*
+  - **(2026)** [==KubeFed: Kubernetes Cluster Federation==](https://github.com/kubernetes-retired/kubefed) 🌟🌟🌟🌟🌟 [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](./kubernetes.md)*
+  - **(2026)** [==Awesome Kubectl plugins==](https://github.com/ishantanu/awesome-kubectl-plugins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN 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)** [==k8s-worker-pod-autoscaler==](https://github.com/practo/k8s-worker-pod-autoscaler) 🌟🌟🌟🌟🌟 [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-tools.md)*
+  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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)** [==Crossplane==](https://nubenetes.com/crossplane/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH 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)** [==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)** [==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)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./iac.md)*
   - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2026)** [==sops: Simple and flexible tool for managing secrets 🌟==](https://github.com/getsops/sops) 🌟🌟🌟🌟🌟 [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)** [==graphviz.org==](https://graphviz.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [==sops: Simple and flexible tool for managing secrets 🌟==](https://github.com/getsops/sops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [==github.com/terraform-aws-modules/terraform-aws-eks: AWS EKS Terraform module==](https://github.com/terraform-aws-modules/terraform-aws-eks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [==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)** [==terraform.io: Terraform Commands==](https://developer.hashicorp.com/terraform/cli/commands) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==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)** [==git-scm.com: Git reference==](https://git-scm.com/docs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [==React+TypeScript Cheatsheets==](https://github.com/typescript-cheatsheets/react) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==The Linux Foundation Training==](https://training.linuxfoundation.org/resources) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [==codely.tv==](https://codely.com/en) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [==techiescamp/devops-projects:Real-World DevOps Projects For Learning==](https://github.com/techiescamp/devops-projects) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [==serverless.com: Serverless Framework==](https://www.serverless.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./serverless.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)** [==Dapr==](https://dapr.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./serverless.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)** [==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)** [==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)** [==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)** [==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)** [==Awesome Visual Studio Code==](https://github.com/viatsko/awesome-vscode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.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)** [==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 Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] 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)** [==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)** [==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)** [==jmeter.apache.org==](https://jmeter.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2026)** [==jmeter.apache.org: Best Practices==](https://jmeter.apache.org/usermanual/best-practices.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.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)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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)** [==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)** [==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)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
+  - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
+  - **(2026)** [==cal.com==](https://cal.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.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)** [==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)** [==diagrams.net==](https://www.drawio.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2026)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2026)** [==PlantUML==](https://plantuml.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2026)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.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](./cloud-asset-inventory.md)*
+  - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) 🌟🌟🌟🌟🌟 [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](./kubernetes-tools.md)*
   - **(2026)** [==Skopeo==](https://github.com/containers/skopeo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)** [==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)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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-client-libraries.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)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN 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)** [==fubectl==](https://github.com/kubermatic/fubectl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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)*
@@ -334,999 +254,26 @@
   - **(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)** [==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](./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)** [==nicolaka/netshoot==](https://github.com/nicolaka/netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL 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)** [==apache/dolphinscheduler: Apache DolphinScheduler 🌟==](https://github.com/apache/dolphinscheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==github: Flux Version 2==](https://github.com/fluxcd/flux2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./flux.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)** [==github.com/microsoft/finops-toolkit==](https://github.com/microsoft/finops-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL 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)** [==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)** [==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)** [==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)** [==Netdata==](https://github.com/netdata/netdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==Glances==](https://github.com/nicolargo/glances) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==TDengine==](https://github.com/taosdata/TDengine) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==PM2==](https://github.com/Unitech/pm2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==Huginn==](https://github.com/huginn/huginn) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==OS Query==](https://github.com/osquery/osquery) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ 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)** [==Damn==](https://github.com/nokia/danm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.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)** [==Linkerd==](https://linkerd.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./servicemesh.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)** [==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)** [==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)** [==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)** [==onedev==](https://github.com/theonedev/onedev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA 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)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devops-tools.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)*
-  - **(2026)** [==hashicorp/vault==](https://github.com/hashicorp/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [==vaultproject.io==](https://developer.hashicorp.com/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./devsecops.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)** [==keycloak.org==](https://www.keycloak.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA 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/prowler-cloud/prowler 🌟🌟==](https://github.com/prowler-cloud/prowler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [==github.com/aws/eks-charts 🌟==](https://github.com/aws/eks-charts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SMARTY CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [==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)** [==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)** [==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)** [==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)** [==**Kubespray**==](https://github.com/kubernetes-sigs/kubespray) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON/ANSIBLE 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)** [==LWN.net==](https://lwn.net) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==redhat.com: World domination with cgroups part 8: down and dirty with cgroup v2==](https://www.redhat.com/en/blog/world-domination-cgroups-part-8-down-and-dirty-cgroup-v2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==oilshell: Alternative shells==](https://github.com/oils-for-unix/oils/wiki/Alternative-Shells) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./linux.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)** [==**curl command**: Understanding the Hidden Powers of curl==](https://nordicapis.com/understanding-the-hidden-powers-of-curl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [==termshark==](https://github.com/gcla/termshark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] 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)** [==NetBox IPAM 🌟==](https://github.com/netbox-community/netbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./networking.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)** [==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)** [==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)** [==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)** [==cybersecsi/RAUDI==](https://github.com/cybersecsi/RAUDI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [==hadolint/hadolint: Haskell Dockerfile Linter==](https://github.com/hadolint/hadolint) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HASKELL CONTENT] β€” *Go to [Section](./docker.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)** [==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)** [==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)** [==prisma.io: Improving the Prisma Visual Studio Code Extension with WebAssembly' 🌟==](https://www.prisma.io/blog/vscode-extension-prisma-rust-webassembly) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./visual-studio.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)*
-  - **(2026)** [==Working with Kubernetes in VS Code==](https://code.visualstudio.com/docs/azure/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==Kubernetes (by Microsoft)==](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==marketplace.visualstudio.com: Ruff extension for Visual Studio Code==](https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==GitHub Copilot 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==Dracula Official==](https://marketplace.visualstudio.com/items?itemName=dracula-theme.theme-dracula) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [==GitHub Theme 🌟==](https://marketplace.visualstudio.com/items?itemName=GitHub.github-vscode-theme) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.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)** [==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)** [==Remote Repositories 🌟==](https://code.visualstudio.com/blogs/2021/06/10/remote-repositories) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)** [==metalbear-co/mirrord==](https://github.com/metalbear-co/mirrord) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./visual-studio.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)** [==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)** [==confluent.io==](https://www.confluent.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [==Redpanda 🌟==](https://www.redpanda.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ 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)** [==Apache Airflow official helm chart 🌟==](https://airflow.apache.org/docs/helm-chart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./message-queue.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)** [==Ray==](https://docs.ray.io/en/latest) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2026)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [==Zalando Postgres Operator==](https://github.com/zalando/postgres-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [==Patroni==](https://github.com/patroni/patroni) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [==memcached.org==](https://memcached.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2026)** [==Grafana provisioning Ansible Role==](https://github.com/cloudalchemy/ansible-grafana) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ANSIBLE CONTENT] β€” *Go to [Section](./grafana.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)*
-  - **(2026)** [==Pushgateway==](https://github.com/prometheus/pushgateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [==apisix==](https://github.com/apache/apisix) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LUA CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==KrakenD: The fastest API gateway comes with true linear scalability 🌟==](https://www.krakend.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==Spring Cloud Gateway==](https://spring.io/projects/spring-cloud-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==developer.android.com==](https://developer.android.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==developer.apple.com==](https://developer.apple.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==ermetic/access-undenied-aws 🌟==](https://github.com/tenable/access-undenied-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [==github.com/one2nc/cloudlens 🌟==](https://github.com/one2nc/cloudlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.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)** [==kubernetes.io: Kubernetes Tutorials==](https://kubernetes.io/docs/tutorials) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-tutorials.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)** [==dreamland==](https://github.com/taubyte/dream) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [==llama.cpp plugin==](https://github.com/samyfodil/taubyte-llama-satellite) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.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/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)** [==jitpack.io 🌟==](https://jitpack.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./maven-gradle.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)** [==maven.apache.org: Introduction to the Standard Directory Layout==](https://maven.apache.org/guides/introduction/introduction-to-the-standard-directory-layout.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)*
-  - **(2026)** [==jetbrains.com/help/idea/maven-support.html==](https://www.jetbrains.com/help/idea/maven-support.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [==gradle.org==](https://gradle.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [==github.com/localstack/localstack==](https://github.com/localstack/localstack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [==gRPC==](https://grpc.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==Socket.io==](https://socket.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==GraphQL==](https://graphql.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==Hasura 🌟==](https://hasura.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HASKELL CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==OpenAPI Generator 🌟==](https://openapi-generator.tech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==mockoon 🌟==](https://mockoon.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==SwaggerHub: Free Web Service==](https://swagger.io/product) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==AsyncAPI==](https://www.asyncapi.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==github.com/containers/buildah==](https://github.com/containers/buildah) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)** [==diagrams.net==](https://www.drawio.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [==PlantUML==](https://plantuml.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [==cert-manager/cert-manager==](https://github.com/cert-manager/cert-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [==github.com: Istio==](https://github.com/istio/istio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2026)** [==HPA: Horizontal Pod Autoscaler==](https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2026)** [==github.com/kubernetes: **Kubernetes Cluster Autoscaler**==](https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2026)** [==Kubestack Gitops Framework==](https://github.com/kbst/terraform-kubestack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./kustomize.md)*
-  - **(2026)** [==github.com/CrunchyData/postgres-operator==](https://github.com/CrunchyData/postgres-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [==**Kelsey Hightower: kubernetes the hard way**==](https://github.com/kelseyhightower/kubernetes-the-hard-way) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN/SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [==Kubeinit 🌟==](https://github.com/kubeinit/kubeinit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON/ANSIBLE CONTENT] β€” *Go to [Section](./kubernetes-on-premise.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)** [==defenseunicorns/zarf==](https://github.com/zarf-dev/zarf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.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)** [==Quay Community Edition operator==](https://github.com/quay/quay-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [==Chaos Monkey==](https://github.com/Netflix/SimianArmy/wiki/Chaos-Monkey) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON / GO CONTENT] β€” *Go to [Section](./aws-backup.md)*
-  - **(2026)** [==AWS Backup Service==](https://aws.amazon.com/backup) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-backup.md)*
-  - **(2026)** [==Working with PostgreSQL, MySQL, and MariaDB Read Replicas - Amazon==](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_ReadRepl.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-databases.md)*
-  - **(2026)** [==Working with an Amazon RDS DB Instance in a VPC==](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_VPC.WorkingWithRDSInstanceinaVPC.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-databases.md)*
-  - **(2026)** [==joplin==](https://github.com/laurent22/joplin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [==couchbase.com==](https://www.couchbase.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==Cassandra.apache.org==](https://cassandra.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==MongoDB security tutorial==](https://www.mongodb.com/docs/manual/security) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==MongoDB and Kubernetes 🌟==](https://www.mongodb.com/products/integrations/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [==Sonarqube.org==](https://www.sonarsource.com/products/sonarqube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./sonarqube.md)*
-  - **(2026)** [==SonarQube Scanner Overview==](https://docs.sonarsource.com/sonarqube-server/analyzing-source-code/overview) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./sonarqube.md)*
-  - **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [==ahmetb/kubectl-aliases==](https://github.com/ahmetb/kubectl-aliases) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.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)** [==complete-alias==](https://github.com/cykerway/complete-alias) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2025)** [==Jenkins Configuration as Code==](https://www.jenkins.io/projects/jcasc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.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)** [==Portfolio Architecture WorkShops 🌟==](https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./demos.md)*
-  - **(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)** [==Spring PetClinic Microservices==](https://github.com/spring-petclinic/spring-petclinic-microservices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.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)** [==CAST AI==](https://cast.ai) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [==cursor.com: Cursor AI Code Editor==](https://cursor.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)** [==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)*
-  - **(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)** [==Building a FinOps-Ready Azure Landing Zone: Infrastructure Foundations for Cost Optimization==](https://techcommunity.microsoft.com/blog/AzureInfrastructureBlog/building-a-finops-ready-azure-landing-zone-infrastructure-foundations-for-cost-o/4411706) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./iac.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/cloudposse?q=terraform-==](https://github.com/cloudposse?q=terraform-) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==terraform-cdk 🌟==](https://github.com/hashicorp/terraform-cdk) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==Infracost 🌟==](https://github.com/infracost/infracost) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)*
-  - **(2025)** [==github.com/GoogleCloudPlatform/terraformer 🌟==](https://github.com/GoogleCloudPlatform/terraformer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==terragrunt.gruntwork.io==](https://terragrunt.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==tfenv==](https://github.com/tfutils/tfenv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.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)** [==ndpsoftware.com: Interactive git cheat sheet 🌟==](https://ndpsoftware.com/git-cheatsheet.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [==curl cheat sheet for Linux and Unix users==](https://daniel.haxx.se/blog/wp-content/uploads/2020/01/sticker-cheat-sheet.png) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [IMAGE/PDF CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==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)** [==CloudBees AWS Credentials 🌟==](https://plugins.jenkins.io/aws-credentials) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [==Awesome Docker 🌟==](https://github.com/veggiemonk/awesome-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2025)** [==Awesome Git 🌟==](https://github.com/dictcp/awesome-git) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2025)** [==Skaffold --generate-manifests==](https://skaffold.dev/docs/pipeline-stages/init) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./java_frameworks.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)** [==Locust==](https://locust.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2025)** [==tsenart/vegeta 🌟==](https://github.com/tsenart/vegeta) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2025)** [==github.blog: Continuous Delivery with GitHub Actions==](https://github.blog/enterprise-software/ci-cd/continuous-delivery-github-actions-best-practices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./git.md)*
-  - **(2025)** [==githubnext.com: GitHub Copilot Workspace==](https://githubnext.com/projects/copilot-workspace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./git.md)*
-  - **(2025)** [==learn.microsoft.com: Use Agent Mode in GitHub Copilot==](https://learn.microsoft.com/en-us/visualstudio/ide/copilot-agent-mode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./git.md)*
-  - **(2025)** [==kubeapps.dev 🌟==](https://kubeapps.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [==prosimcorp/reforma==](https://github.com/prosimcorp/reforma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/2-alchemists/krossboard-kubernetes-operator==](https://github.com/2-alchemists/krossboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources 🌟==](https://github.com/NCCloud/mayfly) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==Cluster Addons 🌟==](https://github.com/kubernetes-sigs/cluster-addons) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/furiko-io/furiko==](https://github.com/furiko-io/furiko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/DevOps-Nirvana: Kubernetes Volume / Disk Autoscaler (via Prometheus)==](https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/sieve-project/sieve==](https://github.com/sieve-project/sieve) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/mittwald/kubernetes-secret-generator 🌟==](https://github.com/mittwald/kubernetes-secret-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/ricoberger/vault-secrets-operator==](https://github.com/ricoberger/vault-secrets-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)** [==Devtron==](https://github.com/devtron-labs/devtron) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2025)** [==KubeLinter==](https://github.com/stackrox/kube-linter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [==kubescape==](https://github.com/kubescape/kubescape) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [==Permission Manager 🌟==](https://github.com/sighupio/permission-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Kubeletctl is a command line tool that implement kubelet's API 🌟==](https://github.com/cyberark/kubeletctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==grype: a vulnerability scanner for container images and filesystems==](https://github.com/anchore/grype) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==k8s-image-swapper 🌟==](https://github.com/estahn/k8s-image-swapper) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Cluster API Provider for Managed Bare Metal Hardware==](https://github.com/metal3-io/cluster-api-provider-metal3) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==dynamic-pv-scaler==](https://github.com/opstree/dynamic-pv-scaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==ContainerSSH: Launch containers on demand 🌟🌟==](https://containerssh.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Karmada==](https://github.com/karmada-io/karmada) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies==](https://github.com/liqotech/liqo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==github.com/distribution/distribution==](https://github.com/distribution/distribution) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==kubebox==](https://github.com/astefanutti/kubebox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==KubeEye 🌟==](https://github.com/kubesphere/kubeeye) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [==Popeye - A Kubernetes Cluster Sanitizer 🌟🌟==](https://github.com/derailed/popeye) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2025)** [==kubectl-tree==](https://github.com/ahmetb/kubectl-tree) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==txn2/kubefwd==](https://github.com/txn2/kubefwd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==k8gb 🌟==](https://github.com/k8gb-io/k8gb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==GitHub MCP Server==](https://github.com/modelcontextprotocol/servers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT 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)** [==docs.anthropic.com: Claude Code CLI==](https://docs.anthropic.com/en/docs/agents-and-tools/claude-code/overview) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [==github.com/mspnp/AzureNamingTool - Azure Naming Tool 🌟==](https://github.com/mspnp/AzureNamingTool) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./azure.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/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)*
-  - **(2025)** [==github.com/JPCERTCC/LogonTracer==](https://github.com/JPCERTCC/LogonTracer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./azure.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)** [==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) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./servicemesh.md)*
-  - **(2025)** [==layer5.io: The Service Mesh Landscape 🌟🌟==](https://layer5.io/service-mesh-landscape) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./servicemesh.md)*
-  - **(2025)** [==buger/jsonparser==](https://github.com/buger/jsonparser) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.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/tomnomnom/gron 🌟==](https://github.com/tomnomnom/gron) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [==kislyuk/yq==](https://github.com/kislyuk/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [==**k3d**==](https://github.com/k3d-io/k3d) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [==Harvester==](https://github.com/harvester/harvester) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [==The Linux Foundation==](https://www.linuxfoundation.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./linux.md)*
-  - **(2025)** [==neovim==](https://neovim.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2025)** [==Ruff==](https://github.com/astral-sh/ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2025)** [==Scrapy==](https://scrapy.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [==github.com/microsoft/pyright==](https://github.com/microsoft/pyright) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT 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)** [==github.com/bloomberg/memray 🌟🌟==](https://github.com/bloomberg/memray) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON / C++ 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)** [==PyInstaller is a program that freezes (packages) Python programs into stand-alone executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX==](https://www.pyinstaller.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2025)** [==go-micro==](https://github.com/micro/go-micro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./golang.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/taubyte/tau: Tau==](https://github.com/taubyte/tau) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.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-tools-scripts.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-tools-scripts.md)*
-  - **(2025)** [==github.com/infrahouse/infrahouse-toolkit==](https://github.com/infrahouse/infrahouse-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2025)** [==awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS==](https://github.com/awslabs/aws-cloudsaga) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2025)** [==Metabadger==](https://github.com/salesforce/metabadger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.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-tools-scripts.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-tools-scripts.md)*
-  - **(2025)** [==omerbsezer/Fast-Kubernetes 🌟🌟==](https://github.com/omerbsezer/Fast-Kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2025)** [==k8s-ruby: Kubernetes Ruby Client==](https://github.com/k8s-ruby/k8s-ruby) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2025)** [==kubernetes-client/go: OpenAPI based Generated Go client for Kubernetes==](https://github.com/kubernetes-client/go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.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)** [==apache/maven-mvnd==](https://github.com/apache/maven-mvnd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.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)*
-  - **(2025)** [==external-secrets.io 🌟==](https://external-secrets.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [==compile OpenPolicyAgent policies into WebAssembly and run them on the edge==](https://github.com/open-policy-agent/contrib/tree/main/wasm/cloudflare-worker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [WEBASSEMBLY CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2025)** [==Kasten==](https://www.veeam.com/products/cloud/kubernetes-data-protection.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [==jfrog.com: Kubernetes Helm Chart Repositories 🌟==](https://docs.jfrog.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./registries.md)*
-  - **(2025)** [==chaosblade==](https://github.com/chaosblade-io/chaosblade) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [==Chaos Mesh==](https://github.com/chaos-mesh/chaos-mesh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [==Litmus Chaos is a toolset to do chaos engineering in a kubernetes native way. Litmus provides chaos CRDs for Cloud-Native developers and SREs to inject, orchestrate and monitor chaos to find weaknesses in Kubernetes deployments==](https://github.com/litmuschaos/litmus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [==AWS Data Pipeline==](https://aws.amazon.com/glue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-data.md)*
-  - **(2025)** [==chef.io==](https://www.chef.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./chef.md)*
-  - **(2024)** [==Terraform Kubernetes Boilerplates 🌟==](https://nubenetes.com/terraform) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./about.md)*
-  - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [==github.com/GoogleCloudPlatform/cloud-code-samples 🌟==](https://github.com/GoogleCloudPlatform/cloud-code-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.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/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.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)*
-  - **(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)** [==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)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ai.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)** [==github.com/FairwindsOps: Goldilocks is a utility that can help you identify' a starting point for resource requests and limits==](https://github.com/FairwindsOps/goldilocks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus metric exporter==](https://github.com/opencost/opencost) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==OpenKruise/Kruise==](https://github.com/openkruise/kruise) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==external-dns==](https://github.com/kubernetes-sigs/external-dns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==Terraform Provider for Azure IPAM==](https://github.com/XtratusCloud/terraform-provider-azureipam) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [==tfsec 🌟==](https://tfsec.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [==InfraCost + Terraform PRs: Making Cost Awareness Effortless==](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./terraform.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)** [==github.com/Azure/aztfexport==](https://github.com/Azure/aztfexport) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [==wizardzines.com 🌟==](https://wizardzines.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [==crontab.guru 🌟==](https://crontab.guru) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT 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)** [==cheat.sh 🌟==](https://cheat.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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)*
-  - **(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)*
-  - **(2024)** [==robot-plugin: Robot Framework Plugin==](https://github.com/jenkinsci/robot-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [==Devdocs.io API Documentation 🌟==](https://devdocs.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2024)** [==ODO: OpenShift Command line for Developers 🌟==](https://github.com/redhat-developer/odo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./openshift-pipelines.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)*
-  - **(2024)** [==git-lfs/git-lfs: Git Large File Storage==](https://github.com/git-lfs/git-lfs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [==github.com/MichaelMure/git-bug==](https://github.com/git-bug/git-bug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [==DB Operator 🌟==](https://github.com/kloeckner-i/db-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==reactive-tech/kubegres==](https://github.com/reactive-tech/kubegres) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink==](https://github.com/spotify/flink-on-k8s-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==isaaguilar/terraform-operator: Terraform Operator==](https://github.com/GalleyBytes/terraform-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Bare Metal Operator==](https://github.com/metal3-io/baremetal-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==rancher/system-upgrade-controller: System Upgrade Controller==](https://github.com/rancher/system-upgrade-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==glebiller/dynamic-configuration-operator: Dynamic Configuration Operator==](https://github.com/glebiller/dynamic-configuration-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==K8Spin Operator 🌟==](https://github.com/k8spin/k8spin-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks==](https://github.com/cloud-bulldozer/benchmark-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==kuberhealthy 🌟==](https://github.com/kuberhealthy/kuberhealthy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==digitalis-io/vals-operator==](https://github.com/digitalis-io/vals-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==FairwindsOps/rbac-manager: RBAC Manager 🌟==](https://github.com/FairwindsOps/rbac-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Capsule Operator==](https://github.com/projectcapsule/capsule) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==borchero/switchboard: Switchboard==](https://github.com/borchero/switchboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==VictoriaMetrics/operator==](https://github.com/VictoriaMetrics/operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==KubePlus - Kubernetes Operator to deliver Helm charts as-a-service 🌟==](https://github.com/cloud-ark/kubeplus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Keel 🌟==](https://github.com/keel-hq/keel) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==vitobotta/velero-notifications==](https://github.com/vitobotta/velero-notifications) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==github.com/ContainerSolutions/delayed-jobs-operator==](https://github.com/ContainerSolutions/delayed-jobs-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==coderanger/migrations-operator: Migrations-Operator==](https://github.com/coderanger/migrations-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==feat(ui): Add AppSet to Application Resource Tree in Argo CD==](https://github.com/argoproj/argo-cd/pull/26601) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==gimletd - the GitOps release manager==](https://github.com/gimlet-io/gimletd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==kubewebhook==](https://github.com/slok/kubewebhook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==github: Kubernetes JSON Schemas 🌟==](https://github.com/instrumenta/kubernetes-json-schema) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==Cluster Turndown==](https://github.com/kubecost/cluster-turndown) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==RollingUpgrade==](https://github.com/keikoproj/upgrade-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==kubernetes-event-exporter 🌟==](https://github.com/opsgenie/kubernetes-event-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Kubernetes Janitor==](https://codeberg.org/hjacobs/kube-janitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==KubeHelper==](https://github.com/kubehelper/kubehelper) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Kpexec==](https://github.com/ssup2/kpexec) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==krd==](https://github.com/electrocucaracha/krd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL/ANSIBLE CONTENT] β€” *Go to [Section](./kubernetes-on-premise.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)** [==**kube-opex-analytics** 🌟==](https://github.com/realopslabs/kubeledger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==kube-secrets-init==](https://github.com/doitintl/kube-secrets-init) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==RBACSync 🌟==](https://github.com/cruise-automation/rbacsync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [==github.com/flux-iac/tofu-controller==](https://github.com/flux-iac/tofu-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)*
-  - **(2024)** [==github.com/ElanShudnow/AzureCode==](https://github.com/ElanShudnow/AzureCode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==github.com/JulianHayward/AzADServicePrincipalInsights==](https://github.com/JulianHayward/AzADServicePrincipalInsights) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==learn.microsoft.com: What are Azure Active Directory recommendations? 🌟🌟==](https://learn.microsoft.com/en-us/entra/identity/monitoring-health/overview-recommendations) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==learn.microsoft.com: Delegate Azure role assignment management to others with conditions==](https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==learn.microsoft.com/en-us: Azure built-in roles 🌟🌟==](https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==codewithme.cloud: Why aren’t you using Managed Identities?!==](https://codewithme.cloud/posts/2024/02/why-arent-you-using-secretless-authentication) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.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)** [==Azure DevOps Dashboard==](https://github.com/cschotte/Azure-DevOps-Dashboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==github.com/Azure/apiops 🌟==](https://github.com/Azure/apiops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.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)** [==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)** [==mattfeltonma/azure-networking-patterns==](https://github.com/mattfeltonma/azure-networking-patterns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==learn.microsoft.com: Azure DevOps Templates - Template types & usage 🌟🌟==](https://learn.microsoft.com/en-us/azure/devops/pipelines/process/templates?view=azure-devops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [==learn.microsoft.com: Managed DevOps Pools documentation==](https://learn.microsoft.com/en-us/azure/devops/managed-devops-pools/?view=azure-devops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)*
-  - **(2024)** [==github.com/microsoft/ARI: Azure Resource Inventory 🌟🌟🌟==](https://github.com/microsoft/ARI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.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)*
-  - **(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)** [==harness.io: Intro to Deployment Strategies: Blue-Green, Canary, and More 🌟==](https://www.harness.io/blog/blue-green-canary-deployment-strategies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./cicd.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/prometheus-operator==](https://github.com/prometheus-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [==dagger/dagger: Dagger is a portable devkit for CICD==](https://github.com/dagger/dagger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [==naml: Not another markup language==](https://github.com/krisnova/naml) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==github.com/ilyash/show-struct==](https://github.com/ilyash/show-struct) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==github.com/JFryy/qq==](https://github.com/JFryy/qq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==google/gke-policy-automation==](https://github.com/google/gke-policy-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [==VimWiki==](https://github.com/vimwiki/vimwiki) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [VIML CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2024)** [==wcurl==](https://github.com/curl/wcurl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux.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)** [==Bridge to Kubernetes 🌟==](https://github.com/microsoft/mindaro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [TYPESCRIPT 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)** [==Apache Artemis JMeter==](https://github.com/apache/artemis) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [==github.com/kubemq-io/kubemq-community 🌟==](https://github.com/kubemq-io/kubemq-community) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./message-queue.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)** [==Kaggle Competitions==](https://www.kaggle.com/competitions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] 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)** [==roadmap.sh: MLOps roadmap==](https://roadmap.sh/r?id=65a112f2b8633950ffcf38b6) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [==catalog.ngc.nvidia.com: NVIDIA GPU Operator - Helm chart 🌟🌟🌟==](https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [==percona/pg_stat_monitor==](https://github.com/percona/pg_stat_monitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./databases.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)** [==Altinity/clickhouse-operator==](https://github.com/Altinity/clickhouse-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [==DATA-DOG/go-sqlmock==](https://github.com/DATA-DOG/go-sqlmock) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [==datafold/data-diff==](https://github.com/datafold/data-diff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [==Build Your Own X==](https://github.com/codecrafters-io/build-your-own-x) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-tutorials.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)** [==grafana/agent: Grafana Agent==](https://github.com/grafana/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2024)** [==Grafana Loki==](https://grafana.com/oss/loki) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.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)** [==blackbox_exporter 🌟==](https://github.com/prometheus/blackbox_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==prometheus-community/elasticsearch_exporter==](https://github.com/prometheus-community/elasticsearch_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==YACE - yet another cloudwatch exporter 🌟==](https://github.com/prometheus-community/yet-another-cloudwatch-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==enix/x509-certificate-exporter==](https://github.com/enix/x509-certificate-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==github.com/cortexproject/cortex==](https://github.com/cortexproject/cortex) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [==Robot Framework 🌟==](https://robotframework.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [ROBOT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2024)** [==appium.io==](https://appium.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2024)** [==Atlassian Marketplace: Zephyr==](https://marketplace.atlassian.com/apps/1014681/zephyr-for-jira-test-management) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2024)** [==tekton.dev==](https://tekton.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==github.com/tektoncd==](https://github.com/tektoncd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==github: Tekton Pipelines==](https://github.com/tektoncd/pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==Tekton Pipelines Docs==](https://tekton.dev/docs/pipelines/pipelines) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.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/cavaliercoder/vpc-free==](https://github.com/cavaliercoder/vpc-free) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==willdady/aws-resource-based-policy-collector: AWS resource-based policy' collector==](https://github.com/willdady/aws-resource-based-policy-collector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.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-tools-scripts.md)*
-  - **(2024)** [==ec2-spot-converter==](https://github.com/jcjorel/ec2-spot-converter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==https://learn.microsoft.com: View Kubernetes costs (AKS)==](https://learn.microsoft.com/en-us/azure/cost-management-billing/costs/view-kubernetes-costs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [==github.com/dolevshor/azure-finops-guide: The Azure FinOps Guide 🌟==](https://github.com/dolevshor/azure-finops-guide) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [==kyaml2go (Pronounced as camel2go 🐫) 🌟==](https://github.com/PrasadG193/kyaml2go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2024)** [==health.google: AI-enabled imaging and diagnostics previously thought impossible==](https://health.google/imaging-and-diagnostics) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./customer.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/public-apis/public-apis: Try Public APIs for free 🌟==](https://github.com/public-apis/public-apis) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./api.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)*
-  - **(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)** [==grafana.com: How to manage high cardinality metrics in Prometheus and Kubernetes==](https://grafana.com/blog/how-to-manage-high-cardinality-metrics-in-prometheus-and-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [==grafana.com: How to monitor Kubernetes clusters with the Prometheus Operator==](https://grafana.com/blog/how-to-monitor-kubernetes-clusters-with-the-prometheus-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [==github.com/cert-manager: Policy Approver==](https://github.com/cert-manager/approver-policy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [==github.com/kedacore/keda/issues/2214==](https://github.com/kedacore/keda/issues/2214) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.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)** [==github.com/glasskube/glasskube==](https://github.com/glasskube/glasskube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [==github.com/bluxmit: Kubespray Workspace==](https://github.com/bluxmit/alnoda-workspaces) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [DOCKER/SHELL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2024)** [==uber/kraken==](https://github.com/uber/kraken) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2024)** [==GitHub: kube-monkey==](https://github.com/asobti/kube-monkey) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2024)** [==PowerfulSeal==](https://github.com/powerfulseal/powerfulseal) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2024)** [==GitLab Kubernetes Agent==](https://docs.gitlab.com/user/clusters/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)*
-  - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2024)** [==docs.microsoft.com: .NET Microservices: Architecture for Containerized .NET Applications==](https://learn.microsoft.com/en-us/dotnet/architecture/microservices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./dotnet.md)*
-  - **(2023)** [==Awesome Chaos Engineering==](https://github.com/dastergon/awesome-chaos-engineering) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./chaos-engineering.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)** [==Azure/Draft 🌟==](https://github.com/Azure/draft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [==cloud-native-toolkit/multi-tenancy-gitops 🌟==](https://github.com/cloud-native-toolkit/multi-tenancy-gitops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML / SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [==OpenShift Pipelines Catalog==](https://github.com/openshift/pipelines-catalog) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML 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)** [==knative-tutorial==](https://github.com/redhat-developer-demos/knative-tutorial) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA / YAML CONTENT] β€” *Go to [Section](./demos.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)** [==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)** [==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/SkalskiP/top-cvpr-2023-papers==](https://github.com/SkalskiP/top-cvpr-2023-papers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [==github.com/jupyterlab/jupyter-ai==](https://github.com/jupyterlab/jupyter-ai) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [==github.com/XingangPan/DragGAN==](https://github.com/XingangPan/DragGAN) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [==diegolnasc/kubernetes-best-practices 🌟==](https://github.com/diegolnasc/kubernetes-best-practices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==cloud.google.com: What is Kubernetes? 🌟==](https://cloud.google.com/learn/what-is-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.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)** [==github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux' meta-distribution==](https://github.com/kairos-io/kairos) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [==kondense 🌟==](https://github.com/unagex/kondense) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==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)** [==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/PacoVK/tapir==](https://github.com/PacoVK/tapir) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [==AWS Lambda the Terraform Way==](https://github.com/nsriram/lambda-the-terraform-way) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [==K3s Private Cluster 🌟==](https://github.com/inscapist/terraform-k3s-private-cloud) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [==terraform-hcloud-dualstack-k8s: Hetzner Dual-Stack Kubernetes Cluster==](https://github.com/tibordp/terraform-hcloud-dualstack-k8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [==serverlessland.com: EDA VISUALS 🌟🌟🌟==](https://serverlessland.com/event-driven-architecture/visuals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2023)** [==Kubernetes Continuous Deploy==](https://plugins.jenkins.io/kubernetes-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(2023)** [==@jk8s' Awesome Kubernetes==](https://github.com/jk8s/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==run-x/awesome-kubernetes==](https://github.com/run-x/awesome-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==magnologan/awesome-k8s-security: Awesome Kubernetes (K8s) Security 🌟==](https://github.com/magnologan/awesome-k8s-security) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==ksoclabs/awesome-kubernetes-security 🌟==](https://github.com/ksoclabs/awesome-kubernetes-security) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==rootsongjc/awesome-cloud-native 🌟==](https://github.com/rootsongjc/awesome-cloud-native) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==github.com/joseadanof: Awesome Cloud Native Trainings==](https://github.com/joseadanof/awesome-cloudnative-trainings) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==github.com/calvin-puram: Awesome Kubernetes Operator Resources==](https://github.com/calvin-puram/awesome-kubernetes-operator-resources) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==Awesome Container==](https://github.com/tcnksm/awesome-container) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(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)** [==clusterpedia-io/clusterpedia 🌟==](https://github.com/clusterpedia-io/clusterpedia) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.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)*
-  - **(2023)** [==GitHub Copilot 🌟==](https://github.com/copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.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)** [==sstarcher/helm-exporter==](https://github.com/sstarcher/helm-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2023)** [==pravega/pravega-operator==](https://github.com/pravega/pravega-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==krestomatio/keydb-operator==](https://github.com/krestomatio/keydb-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator==](https://github.com/OT-CONTAINER-KIT/mongodb-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==registry-creds==](https://github.com/alexellis/registry-creds) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator==](https://github.com/redhat-cop/dynamic-rbac-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==ckotzbauer/vulnerability-operator==](https://github.com/ckotzbauer/vulnerability-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==gemini==](https://github.com/FairwindsOps/gemini) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==Meerkat==](https://github.com/borchero/meerkat) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==redhat-cop/keepalived-operator: Keepalived operator==](https://github.com/redhat-cop/keepalived-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==Logging Operator==](https://github.com/OT-CONTAINER-KIT/logging-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==uptimerobot-operator==](https://github.com/brennerm/uptimerobot-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==banzaicloud/thanos-operator 🌟==](https://github.com/banzaicloud/thanos-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==gst-pipeline-operator: A Kubernetes operator for running audio/video processing' pipelines==](https://github.com/tinyzimmer/gst-pipeline-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==qontract==](https://github.com/app-sre/qontract-server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==Agorakube==](https://github.com/ilkilab/agorakube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/opencontrolplane==](https://github.com/opencontrolplane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Tesoro==](https://github.com/kapicorp/tesoro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Beetle==](https://github.com/Clivern/Beetle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==k8s-dt-node-labeller==](https://github.com/adaptant-labs/k8s-dt-node-labeller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/nebuly-ai/nos==](https://github.com/nebuly-ai/nos) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==karma 🌟==](https://github.com/prymitive/karma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [==KSS - Kubernetes pod status on steroid==](https://github.com/chmouel/kss) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==kubectl-images==](https://github.com/chenjiandongx/kubectl-images) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Teleskope==](https://github.com/teleskopeView/teleskope_k8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==kubectl-view-webhook 🌟==](https://github.com/Trendyol/kubectl-view-webhook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==kubectl-node-restart 🌟==](https://github.com/MnrGreg/kubectl-node-restart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Suspicious pods 🌟==](https://github.com/edrevo/suspicious-pods) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==k8s-platform-lcm: Kubernetes platform lifecycle management 🌟==](https://github.com/arminc/k8s-platform-lcm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Access Pod Online using Podtnl==](https://github.com/nnrthota/podtnl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Sinker==](https://github.com/plexsystems/sinker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/akuity/kargo==](https://github.com/akuity/kargo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/yonahd/kor==](https://github.com/yonahd/kor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/hcavarsan/kftray ⭐==](https://github.com/hcavarsan/kftray) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT / RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/Trolley-MGMT/trolleymgmt==](https://github.com/Trolley-MGMT/trolleymgmt) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==techcommunity.microsoft.com: Introducing Azure Monitor managed service for Prometheus 🌟==](https://techcommunity.microsoft.com/blog/azureobservabilityblog/introducing-azure-monitor-managed-service-for-prometheus/3600185) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PROMQL CONTENT] β€” *Go to [Section](./azure.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)*
-  - **(2023)** [==argoproj-labs/argocd-vault-plugin==](https://github.com/argoproj-labs/argocd-vault-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==argoproj-labs/applicationset: Argo CD ApplicationSet Controller==](https://github.com/argoproj/applicationset) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==argoproj-labs/argocd-autopilot: Argo-CD Autopilot==](https://github.com/argoproj-labs/argocd-autopilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==argoproj.github.io: Argo Rollouts - Kubernetes Progressive Delivery Controller==](https://argoproj.github.io/argo-rollouts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==My Dynatrace proof of concept 🌟==](https://github.com/nubenetes/awesome-kubernetes/blob/master/pdf/dynatrace_demo.pdf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [==Kafdrop – Kafka Web UI 🌟==](https://github.com/obsidiandynamics/kafdrop) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./message-queue.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)** [==Azure Key Vault to Kubernetes==](https://github.com/SparebankenVest/azure-key-vault-to-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [==GoogleContainerTools/container-structure-test==](https://github.com/GoogleContainerTools/container-structure-test) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.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)*
-  - **(2023)** [==infoworld.com: Kubernetes cost management for the real world==](https://www.infoworld.com/article/2338428/kubernetes-cost-management-for-the-real-world.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)*
-  - **(2023)** [==xiaods/k8e==](https://github.com/xiaods/k8e) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2023)** [==github.com/oracle==](https://github.com/oracle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./oraclecloud.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)** [==redpanda-data/kowl==](https://github.com/redpanda-data/console) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT 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)** [==huyenchip.com: Building LLM applications for production==](https://huyenchip.com/2023/04/11/llm-engineering.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./mlops.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)** [==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)*
-  - **(2023)** [==github.com/kubevirt/monitoring==](https://github.com/kubevirt/monitoring) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [==Grafana Faro 🌟==](https://grafana.com/oss/faro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [==k8s-image-availability-exporter==](https://github.com/deckhouse/k8s-image-availability-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [==Sloth 🌟==](https://github.com/slok/sloth) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [==SLO Generator==](https://github.com/google/slo-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./prometheus.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)** [==github.com/ministryofjustice: Modernisation Platform - Architecture Decisions==](https://github.com/ministryofjustice/modernisation-platform/tree/main/architecture-decision-record) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [==bitsand.cloud: Slashing Data Transfer Costs in AWS by 99%==](https://www.bitsand.cloud/posts/slashing-data-transfer-costs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [==aws.amazon.com/blogs/architecture: Overview of Data Transfer Costs for Common Architectures==](https://aws.amazon.com/blogs/architecture/overview-of-data-transfer-costs-for-common-architectures) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [==dev.to: FinOps EKS: 10 tips to reduce the bill up to 90% on AWS managed Kubernetes clusters==](https://dev.to/zenika/eks-10-tips-to-reduce-the-bill-up-to-90-on-aws-managed-kubernetes-clusters-epe) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./finops.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)*
-  - **(2023)** [==infoworld.com: Why Mercedes-Benz runs on 900 Kubernetes clusters==](https://www.infoworld.com/article/2335723/why-mercedes-benz-runs-on-900-kubernetes-clusters.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [==youtube: Keynote: 7 Years of Running Kubernetes for Mercedes-Benz - Jens Erat, Peter Mueller, Sabine Wolz==](https://www.youtube.com/watch?v=UmbjwSK9b3I) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [==thenewstack.io: How Deutsche Telekom Manages Edge Infrastructure with GitOps==](https://thenewstack.io/how-deutsche-telekom-manages-edge-infrastructure-with-gitops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./customer.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)*
-  - **(2023)** [==blog.bytebytego.com: EP94: REST API Cheatsheet==](https://blog.bytebytego.com/p/ep94-rest-api-cheatsheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [==freecodecamp.org: The REST API Handbook – How to Build, Test, Consume, and Document REST APIs==](https://www.freecodecamp.org/news/build-consume-and-document-a-rest-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [==blog.logrocket.com: GraphQL vs. gRPC vs. REST: Choosing the right API==](https://blog.logrocket.com/graphql-vs-grpc-vs-rest-choosing-right-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [==github.com/awslabs/specctl==](https://github.com/awslabs/specctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-serverless.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)** [==Istio Performance/Stability Testing==](https://github.com/istio/tools/blob/master/perf/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [==istio-ecosystem/admiral==](https://github.com/istio-ecosystem/admiral) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [==Envoy Gateway==](https://github.com/envoyproxy/gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [==github.com: kiali==](https://github.com/kiali/kiali) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./istio.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)** [==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)** [==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)** [==cloudtechtwitter.com: Introduction to Kubernetes 🌟🌟🌟==](https://www.cloudtechtwitter.com/2022/05/dont-miss-next-article-be-first-to-be.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==docs.google.com: Kubernetes For Everyone 🌟🌟==](https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [=="It's funny: everyone thinks CPU requests are only used for scheduling (WRONG) and memory requests determine who gets OOMKilled (WRONG) but it's actually the opposite! At runtime, memory requests do nothing, but CPU requests DO" 🌟==](https://x.com/aantn) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==loft-sh/kiosk==](https://github.com/loft-sh/kiosk) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==kubernetes.io: Kubernetes is Moving on From Dockershim: Commitments and Next Steps==](https://kubernetes.io/blog/2022/01/07/kubernetes-is-moving-on-from-dockershim) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==CKAD-Bookmarks==](https://github.com/reetasingh/CKAD-Bookmarks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HTML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==jamesbuckett/ckad-questions==](https://github.com/jamesbuckett/ckad-questions) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==Kubernetes Scripts==](https://github.com/eldada/kubernetes-scripts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes distribution, that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001, etc. 🌟==](https://elastisys.io/compliantkubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==terraform.io: Refactoring==](https://developer.hashicorp.com/terraform/language/modules/develop/refactoring) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [==blog.gruntwork.io: How to use Terraform as a team==](https://www.gruntwork.io/blog/how-to-use-terraform-as-a-team) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [==github.com/openshift/hypershift: HyperShift==](https://github.com/openshift/hypershift) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [==github.com: Maistra Istio==](https://github.com/maistra/istio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [==serverlessland.com/event-driven-architecture: Introduction to Event Driven Architecture 🌟==](https://serverlessland.com/event-driven-architecture) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./serverless.md)*
-  - **(2022)** [==github.com/jenkinsci/kubernetes-operator: 🌟==](https://github.com/jenkinsci/kubernetes-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(2022)** [==datree.io==](https://www.datree.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [==didil/autobucket-operator==](https://github.com/didil/autobucket-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==Quentin-M/etcd-cloud-operator==](https://github.com/Quentin-M/etcd-cloud-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==HostPort Operator==](https://github.com/rmb938/hostport-allocator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==openpitrix 🌟==](https://github.com/openpitrix/openpitrix) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO 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)*
-  - **(2022)** [==pangolin 🌟==](https://github.com/dpeckett/pangolin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==k8s-crash-informer==](https://github.com/lnsp/k8s-crash-informer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kube-ebpf-exporter 🌟==](https://github.com/ahas-sigs/kube-ebpf-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kubech (kubectl change)==](https://github.com/DevOpsHiveHQ/kubech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==**Tubectl**: a kubectl alternative which adds a bit of magic to your everyday' kubectl routines by reducing the complexity of working with contexts, namespaces and intelligent matching resources.==](https://github.com/reconquest/tubekit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kubectl-isolate==](https://github.com/yteraoka/kubectl-isolate) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kubergui: Kubernetes Deployment Builder🌟==](https://github.com/BrandonPotter/kubergui) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/cloudflare/lockbox==](https://github.com/cloudflare/lockbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kube-bench-exporter==](https://github.com/yashvardhan-kukreja/kube-bench-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==port-map-operator==](https://github.com/MOZGIII/port-map-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/lsdopen/ahoy==](https://github.com/lsdopen/ahoy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps==](https://github.com/yonahd/orphaned-configmaps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/kubetail-org/kubetail 🌟==](https://github.com/kubetail-org/kubetail) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT / GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/Azure/eraser 🌟==](https://github.com/eraser-dev/eraser) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2022)** [==github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook==](https://github.com/PacktPublishing/The-Azure-Cloud-Native-Architecture-Mapbook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [==thomast1906/DevOps-The-Hard-Way-Azure 🌟==](https://github.com/thomast1906/DevOps-The-Hard-Way-Azure) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [==aws.amazon.com: Cloud Native CI/CD with Tekton and ArgoCD on AWS==](https://aws.amazon.com/blogs/containers/cloud-native-ci-cd-with-tekton-and-argocd-on-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [==akuity.io: How many do you need? - Argo CD Architectures Explained==](https://akuity.io/blog/argo-cd-architectures-explained) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [==tkng.io/arch: THE KUBERNETES NETWORK MODEL 🌟🌟==](https://www.tkng.io/arch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-networking.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)*
-  - **(2022)** [==tkng.io: The Kubernetes Networking Guide 🌟🌟==](https://www.tkng.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [==infoq.com: Sidecars, eBPF and the Future of Service Mesh==](https://www.infoq.com/presentations/service-mesh-ebpf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [==csweichel/werft==](https://github.com/csweichel/werft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.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)** [==yamllint.com: YAML Lint - The YAML Validator==](https://www.yamllint.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [==yq 🌟==](https://mikefarah.gitbook.io/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [==KLoadGen - Kafka + (Avro/Json Schema) Load Generator 🌟==](https://github.com/sngular/kloadgen) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [KOTLIN CONTENT] β€” *Go to [Section](./message-queue.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)*
-  - **(2022)** [==simform.com: 6 Multi-Cloud Architecture Designs for an Effective Cloud Strategy 🌟==](https://www.simform.com/blog/multi-cloud-architecture) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [==nathanpeck.com: Why should I use an orchestrator like Kubernetes, Amazon ECS, or Hashicorp Nomad?==](https://nathanpeck.com/why-should-use-container-orchestration) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [==github.com/onzack/grafana-dashboards==](https://github.com/onzack/grafana-dashboards) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [==github.com/grafana/mimir==](https://github.com/grafana/mimir) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [==Promgen 🌟==](https://github.com/line/promgen) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON 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)*
-  - **(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)*
-  - **(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)** [==infoq.com: A Standardized, Specification-Driven API Lifecycle==](https://www.infoq.com/articles/Standardized-Specification-Driven-API-Lifecycle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./api.md)*
-  - **(2022)** [==infoq.com: Modern API Development and Deployment, from API Gateways to Sidecars==](https://www.infoq.com/presentations/api-design-implement-document) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./api.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)*
-  - **(2022)** [==microcks.io: Simulating CloudEvents with AsyncAPI and Microcks==](https://microcks.io/blog/simulating-cloudevents-with-asyncapi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2022)** [==aidansteele/secretsctx==](https://github.com/aidansteele/secretsctx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [==github.com/metaleapca: metaleap-k8s-troubleshooting.pdf==](https://github.com/metaleapca/metaleap-k8s-troubleshooting/blob/main/metaleap-k8s-troubleshooting.pdf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [==Tetragon (Cilium)==](https://github.com/cilium/tetragon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [==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)** [==k8s-security-policies==](https://github.com/raspbernetes/k8s-security-policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [==vahid.blog: System Design Interview Cheat Sheet==](https://vahid.blog/post/2022-05-05-system-design-interview-cheat-sheet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [==infoq.com: Amazon RDS Introduces Readable Standby Instances in Multi-AZ Deployments==](https://www.infoq.com/news/2022/01/aws-rds-readable-standby) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [==Announcing the general availability of AWS Backup for Amazon S3==](https://aws.amazon.com/about-aws/whats-new/2022/02/general-availability-aws-backup-amazon-s3) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [==newsletter.pragmaticengineer.com: Engineering Leadership Skill Set Overlaps==](https://newsletter.pragmaticengineer.com/p/engineering-leadership-skillset-overlaps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN 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)*
-  - **(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)*
-  - **(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)*
-  - **(2022)** [==itnext.io: How to Build an Event-Driven ASP.NET Core Microservice Architecture==](https://itnext.io/how-to-build-an-event-driven-asp-net-core-microservice-architecture-e0ef2976f33f) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2022)** [==calculator.aws: AWS Total Cost of Ownership (TCO) Calculators==](https://calculator.aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [==db-auth-gateway==](https://github.com/kloeckner-i/db-auth-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.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)** [==griddynamics/mpl==](https://github.com/griddynamics/mpl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [==Continuation Passing Style (CPS)==](https://github.com/cloudbees/groovy-cps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.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)** [==cloudogu/jenkinsfiles 🌟🌟🌟==](https://github.com/cloudogu/jenkinsfiles) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GROOVY CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [==weave.works: The Definitive Guide to Kubernetes in Production 🌟🌟==](https://www.weave.works/blog/the-definitive-guide-to-kubernetes-in-production) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==learnk8s.io: Graceful shutdown and zero downtime deployments in Kubernetes==](https://learnkube.com/graceful-shutdown) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==kubernetes.io: Introducing ClusterClass and Managed Topologies in Cluster API==](https://kubernetes.io/blog/2021/10/08/capi-clusterclass-and-managed-topologies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==thenewstack.io: Monolithic Development Practices Kill Powerful Kubernetes Benefits 🌟🌟==](https://thenewstack.io/monolithic-development-practices-kill-powerful-kubernetes-benefits) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.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)*
-  - **(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)** [==submarinerio==](https://x.com/submarinerio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [==telepresenceio==](https://x.com/telepresenceio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.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)** [==bmuschko/ckad-prep==](https://github.com/bmuschko/ckad-prep) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==thenewstack.io: Kubernetes Is Not Just About Containers β€” It’s About the API 🌟==](https://thenewstack.io/kubernetes-is-not-just-about-containers-its-about-the-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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: Working with Kubernetes API==](https://iximiuz.com/en/series/working-with-kubernetes-api) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)** [==iximiuz.com: How To Extend Kubernetes API - Kubernetes vs. Django==](https://iximiuz.com/en/posts/kubernetes-api-how-to-extend) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==blog.gruntwork.io: Terraform tips & tricks: loops, if-statements, and gotchas==](https://www.gruntwork.io/blog/terraform-tips-tricks-loops-if-statements-and-gotchas) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [==developers.redhat.com: Deploying Kubernetes Operators with Operator Lifecycle Manager bundles==](https://developers.redhat.com/blog/2021/02/08/deploying-kubernetes-operators-with-operator-lifecycle-manager-bundles) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [==cloud.redhat.com: OpenShift Sandboxed Containers 101 🌟==](https://www.redhat.com/en/blog/openshift-sandboxed-containers-101) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [==redhat-cop.github.io: Best practices for migrating from OpenShift Container Platform 3 to 4 🌟==](https://redhat-cop.github.io/openshift-migration-best-practices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [==Pull Request Monitoring 🌟==](https://github.com/jenkinsci/pull-request-monitoring-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [==Connecting and authenticating to Jenkins with Teleport Application Access==](https://github.com/gravitational/teleport/discussions/8330) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./jenkins.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.blog: Improve Git monorepo performance with a file system monitor 🌟==](https://github.blog/engineering/improve-git-monorepo-performance-with-a-file-system-monitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)*
-  - **(2021)** [==github.com/giscus/giscus==](https://github.com/giscus/giscus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] 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)** [==github.com/open-telemetry/opentelemetry-operator==](https://github.com/open-telemetry/opentelemetry-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [==sheaf==](https://github.com/bryanl/sheaf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==slipway: A Kubernetes controller to automate gitops provisioning==](https://github.com/slipway-gitops/slipway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters==](https://github.com/kcp-dev/kcp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com/clusternet==](https://github.com/clusternet/clusternet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Deckhouse: NoOps Kubernetes platform 🌟==](https://github.com/deckhouse/deckhouse) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kubeshop/monokle==](https://github.com/kubeshop/monokle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT 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)** [==kube-spot-termination-notice-handler==](https://github.com/kube-aws/kube-spot-termination-notice-handler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==awslabs/karpenter==](https://github.com/aws/karpenter-provider-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==k8s-alert==](https://github.com/kareem-elsayed/k8s-alerts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kmoncon==](https://github.com/Stono/kconmon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [NODE.JS CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Kubecle==](https://github.com/rydogs/kubecle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==KuUI (Kubernetes UI)==](https://github.com/viveksinghggits/kuui) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kubefs==](https://github.com/configurator/kubefs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Guard==](https://github.com/kubeguard/guard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==OpenShiftKubeAudit==](https://github.com/AICoE/OpenShiftKubeAudit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==ddosify/ddosify==](https://github.com/getanteon/anteon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==anchore/syft==](https://github.com/anchore/syft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com/ajayk/drifter==](https://github.com/ajayk/drifter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)*
-  - **(2021)** [==github.com/updatecli/updatecli==](https://github.com/updatecli/updatecli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==quarkslab/kdigger==](https://github.com/quarkslab/kdigger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==kubernetes-sigs/kpng==](https://github.com/kubernetes-retired/kpng) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==blog.argoproj.io: Best Practices for Multi-tenancy in Argo CD==](https://blog.argoproj.io/best-practices-for-multi-tenancy-in-argo-cd-273e25a047b0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.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)** [==NGINX Ingress Controller - v1.0.0==](https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.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)** [==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)** [==google/log4jscanner==](https://github.com/google/log4jscanner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [==yaml.org: Anchors and Aliases==](https://yaml.org/spec/1.2/spec.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [==Kubectl output options 🌟==](https://gist.github.com/so0k/42313dbb3b547a0f51a547bb968696ba) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [==zx==](https://github.com/google/zx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [==iximiuz.com: Learning Containers From The Bottom Up | Ivan Velichko 🌟🌟🌟==](https://iximiuz.com/en/posts/container-learning-path) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./docker.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)*
-  - **(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)** [==thoughtworks.com: Kubernetes==](https://www.thoughtworks.com/radar/platforms/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.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)*
-  - **(2021)** [==muxinc/certificate-expiry-monitor==](https://github.com/muxinc/certificate-expiry-monitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [==Alertmanager 0.23.0-rc.0 with awscloud SNS support is available for testing. There are also bugfixes and features for amtool==](https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [==lambdatest.com: Selenium 4 🌟==](https://www.testmuai.com/learning-hub/selenium-4) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [==OpenSLO specification 🌟==](https://github.com/OpenSLO/OpenSLO) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YAML CONTENT] β€” *Go to [Section](./sre.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)*
-  - **(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)** [==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)*
-  - **(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)** [==github.com: Cluster API Helm Chart==](https://github.com/kgamanji/cluster-api-helm-chart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)*
-  - **(2021)** [==PolicyHub CLI, a CLI tool that makes Rego policies searchable 🌟==](https://github.com/policy-hub/policy-hub-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [==github.com/instrumenta/policies: A set of shared policies for use with Conftest' and other Open Policy Agent tools==](https://github.com/instrumenta/policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [==nicholasamorim/ansible-role-harbor==](https://github.com/nicholasamorim/ansible-role-harbor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [YML CONTENT] β€” *Go to [Section](./registries.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)*
-  - **(2021)** [==bytebase/bytebase==](https://github.com/bytebase/bytebase) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2021)** [==Amazon Virtual Private Cloud (VPC) customers can now assign IP prefixes to their EC2 instances==](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-virtual-private-cloud-vpc-customers-can-assign-ip-prefixes-ec2-instances) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Easily Manage Security Group Rules with the New Security Group Rule ID==](https://aws.amazon.com/blogs/aws/easily-manage-security-group-rules-with-the-new-security-group-rule-id) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Application Load Balancer now enables AWS PrivateLink and static IP addresses by direct integration with Network Load Balancer==](https://aws.amazon.com/about-aws/whats-new/2021/09/application-load-balancer-aws-privatelink-static-ip-addresses-network-load-balancer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==New – Amazon VPC Network Access Analyzer==](https://aws.amazon.com/blogs/aws/new-amazon-vpc-network-access-analyzer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==infoq.com: AWS Introduces a New Workflow Studio for AWS Step Functions==](https://www.infoq.com/news/2021/06/step-functions-workflow-studio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Now β€” AWS Step Functions Supports 200 AWS Services To Enable Easier Workflow Automation==](https://aws.amazon.com/blogs/aws/now-aws-step-functions-supports-200-aws-services-to-enable-easier-workflow-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Amazon VPC CNI plugin increases pods per node limits==](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-vpc-cni-plugin-increases-pods-per-node-limits) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Amazon EKS clusters now support user authentication with OIDC compatible identity providers==](https://aws.amazon.com/about-aws/whats-new/2021/02/amazon-eks-clusters-support-user-authentication-oidc-compatible-identity-providers) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==New for AWS Distro for OpenTelemetry – Tracing Support is Now Generally Available==](https://aws.amazon.com/blogs/aws/new-for-aws-distro-for-opentelemetry-tracing-support-is-now-generally-available) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==siliconangle.com: Amazon debuts fully managed, Prometheus-based container monitoring service==](https://siliconangle.com/2021/09/29/amazon-debuts-fully-managed-prometheus-based-container-monitoring-service) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==aws.amazon.com: Amazon Managed Service for Prometheus Is Now Generally Available with Alert Manager and Ruler==](https://aws.amazon.com/blogs/aws/amazon-managed-service-for-prometheus-is-now-generally-available-with-alert-manager-and-ruler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==infoq.com: AWS Launches Amazon Kinesis Data Streams On-Demand==](https://www.infoq.com/news/2021/12/kinesis-data-streams-ondemand) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==Announcing General Availability of Amazon Redshift Cross-account Data Sharing==](https://aws.amazon.com/about-aws/whats-new/2021/08/announcing-general-availability-amazon-redshift-cross-account-data-sharing) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [==blog.pragmaticengineer.com: How Big Tech Runs Tech Projects and the Curious Absence of Scrum==](https://blog.pragmaticengineer.com/project-management-at-big-tech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [==cast.ai: Keep your AWS Kubernetes costs in check with intelligent allocation' (EKS)==](https://cast.ai/blog/keep-your-aws-kubernetes-costs-in-check-with-intelligent-allocation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [==Visualize and gain insights into your AWS cost and usage with Cloud Intelligence Dashboards and CUDOS using Amazon QuickSight==](https://aws.amazon.com/blogs/mt/visualize-and-gain-insights-into-your-aws-cost-and-usage-with-cloud-intelligence-dashboards-using-amazon-quicksight) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2020)** [==Google Cloud Buildpacks==](https://github.com/GoogleCloudPlatform/buildpacks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [==github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector==](https://github.com/GoogleCloudPlatform/k8s-config-connector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [==softwareengineeringdaily.com: The Rise of Platform Engineering 🌟==](https://softwareengineeringdaily.com/2020/02/13/setting-the-stage-for-platform-engineering) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./devops.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)** [==github.com/kelseyhightower/nocode==](https://github.com/kelseyhightower/nocode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [==github.com/microsoft/azure-digital-twins-postman-samples==](https://github.com/microsoft/azure-digital-twins-postman-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes.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)** [==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)** [==blog.openshift.com: Simplifying OpenShift Case Information Gathering Workflow: **Must-Gather Operator** (In the context of Red Hat OpenShift 4.x and Kubernetes, **it is considered a bad practice to ssh into a node and perform debugging actions**) 🌟==](https://www.redhat.com/en/blog/simplifying-openshift-case-information-gathering-workflow-must-gather-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [==blog.openshift.com: OpenShift Scale: Running 500 Pods Per Node 🌟==](https://www.redhat.com/en/blog/500_pods_per_node) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [==O’Reilly: Free ebook: **Kubernetes Operators: Automating the Container Orchestration Platform**==](https://www.redhat.com/en/resources/oreilly-kubernetes-operators-automation-ebook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./openshift.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)*
-  - **(2020)** [==github.blog: Commits are snapshots, not diffs==](https://github.blog/open-source/git/commits-are-snapshots-not-diffs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] 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)*
-  - **(2020)** [==github.blog: Get up to speed with partial clone and shallow clone==](https://github.blog/open-source/git/get-up-to-speed-with-partial-clone-and-shallow-clone) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./git.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)** [==github.com/actions/actions-runner-controller 🌟==](https://github.com/actions/actions-runner-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [==platformengineering.org/tools/capsule ⭐==](https://platformengineering.org/tools/capsule) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==kubevela.io 🌟==](https://kubevela.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==Krane 🌟==](https://github.com/appvia/krane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [==Kubernetes Node Auto Labeller==](https://github.com/adaptant-labs/k8s-auto-labeller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==Kube_query==](https://github.com/Isan-Rivkin/kube_query) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==px.dev: Pixie==](https://px.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ / GO / PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==github.com: Pixie - Instant Kubernetes-Native Application Observability==](https://github.com/pixie-io/pixie) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ / GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==github.com/cyberark/kubesploit 🌟==](https://github.com/cyberark/kubesploit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==shipwright.io==](https://shipwright.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller (HNC)==](https://github.com/kubernetes-retired/hierarchical-namespaces) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(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) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./kubernetes-networking.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)** [==thenewstack.io: What is the modern cloud native stack? 🌟🌟==](https://thenewstack.io/what-is-the-modern-cloud-native-stack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [==infoq.com: Principles for Microservice Design: Think IDEALS, Rather than SOLID==](https://www.infoq.com/articles/microservices-design-ideals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [==infoq.com: Migrating Monoliths to Microservices with Decomposition and Incremental Changes==](https://www.infoq.com/articles/migrating-monoliths-to-microservices-with-decomposition) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [==infoq.com: Saga Orchestration for Microservices Using the Outbox Pattern==](https://www.infoq.com/articles/saga-orchestration-outbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [==shopify.engineering: Keeping Developers Happy with a Fast CI==](https://shopify.engineering/faster-shopify-ci) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./introduction.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)** [==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)** [==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)** [==diagrams.mingrammer.com: Diagram as Code==](https://diagrams.mingrammer.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2020)** [==gini/dexter==](https://github.com/gini/dexter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [==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)** [==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)*
-  - **(2020)** [==AWS CloudShell - Command-Line Access to AWS Resources==](https://aws.amazon.com/es/blogs/aws/aws-cloudshell-command-line-access-to-aws-resources) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2020)** [==martinfowler.com: Retrospectives Antipatterns 🌟==](https://martinfowler.com/articles/retrospective-antipatterns.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [==infoq.com: Driving DevOps with Value Stream Management==](https://www.infoq.com/articles/DevOps-value-stream) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [==Smocker (server mock) is a simple and efficient HTTP mock server==](https://github.com/smocker-dev/smocker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2019)** [==GitHub Quay (OSS)==](https://github.com/quay/quay) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [==Meshery==](https://github.com/meshery/meshery) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO / JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==KubeLibrary==](https://github.com/devopsspiral/KubeLibrary) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==KFServing 🌟==](https://github.com/kserve/kserve) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==kube-vip==](https://github.com/kube-vip/kube-vip) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)' ⭐==](https://github.com/kubepug/kubepug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==inguardians/peirates==](https://github.com/inguardians/peirates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==crun==](https://github.com/containers/crun) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./container-managers.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)*
-  - **(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)*
-  - **(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)*
-  - **(2019)** [==noidea.dog/glue: Being Glue==](https://www.noidea.dog/glue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2018)** [==box/kube-exec-controller==](https://github.com/box/kube-exec-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2018)** [==Ko: Easy Go Containers 🌟==](https://github.com/ko-build/ko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==stakater/Reloader 🌟==](https://github.com/stakater/Reloader) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==Porter==](https://porter.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==doitintl/kubeIP==](https://github.com/doitintl/kubeIP) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==bpftrace==](https://github.com/bpftrace/bpftrace) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2018)** [==Libpod: Library and tool for running OCI-based containers in Pods==](https://github.com/containers/podman) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)*
-  - **(2018)** [==ymmt2005.hatenablog.com: 47 things that you should know to be a Kubernetes experts (questions + answers)==](https://ymmt2005.hatenablog.com/entry/k8s-things) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./interview-questions.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-monitoring.md)*
-  - **(2017)** [==github.com/portainer/portainer==](https://github.com/portainer/portainer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO / JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2017)** [==Conmon==](https://github.com/containers/conmon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2016)** [==github.com/kubernetes/git-sync ⭐==](https://github.com/kubernetes/git-sync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [==github.com/kubecfg/kubecfg==](https://github.com/kubecfg/kubecfg) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [==auchenberg/volkswagen==](https://github.com/auchenberg/volkswagen) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2016)** [==GitLens interactive rebase==](https://github.com/gitkraken/vscode-gitlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2016)** [==github: Python3 in one pic==](https://github.com/rainyear/python3-in-one-pic) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./python.md)*
-  - **(2016)** [==Monitoring Distributed Systems - Google SRE Book==](https://sre.google/sre-book/monitoring-distributed-systems) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./sre.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)*
-  - **(2015)** [==Bash Pitfalls 🌟==](https://mywiki.wooledge.org/BashPitfalls) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2015)** [==Stern 🌟==](https://github.com/stern/stern) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2015)** [==Yagmail: Python e-mail library==](https://github.com/kootenpv/yagmail) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [==AWS Vault==](https://github.com/99designs/aws-vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2015)** [==runc==](https://github.com/opencontainers/runc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2015)** [==CloudWatch Dashboards – Create & Use Customized Metrics Views==](https://aws.amazon.com/blogs/aws/cloudwatch-dashboards-create-use-customized-metrics-views) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.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)*
-  - **(2015)** [==Amazon EFS: Amazon Elastic File System – Shared File Storage for Amazon EC2==](https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-shared-file-storage-for-amazon-ec2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [==New – Encrypted EBS Boot Volumes==](https://aws.amazon.com/blogs/aws/new-encrypted-ebs-boot-volumes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.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)*
-  - **(2012)** [==NoSQL Guide, by Martin Fowler==](https://martinfowler.com/nosql.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./nosql.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)*
-  - **(2011)** [==gnu.org/software/parallel==](https://www.gnu.org/software/parallel) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PERL 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)*
-  - **(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)*
-  - [==GitLab CI/CD==](https://docs.gitlab.com/ee/ci) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./about.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)** [**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)** [**MichaelCade/90DaysOfDevOps 🌟**](https://github.com/MichaelCade/90DaysOfDevOps) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO 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)** [**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)** [****kind****](https://github.com/kubernetes-sigs/kind) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2015)** [**Swagger Codegen**](https://github.com/swagger-api/swagger-codegen) 🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2023)** [TWINT - Twitter Intelligence Tool](https://github.com/twintproject/twint) 🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [github.com/DataExpert-io/data-engineer-handbook 🌟](https://github.com/DataExpert-io/data-engineer-handbook) [DE FACTO STANDARD] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [golang.org](https://go.dev) [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./golang.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)** [github.com/Asabeneh/30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2020)** [openshift.com: From Code to Production with GitOps, Tekton and ArgoCD 🌟](https://www.redhat.com/en/blog/from-code-to-production-with-gitops) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2018)** [blog.openshift.com/ - Kubernetes: A Pod’s Life 🌟](https://www.redhat.com/en/blog/kubernetes-pods-life) [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - [Delve: a debugger for the Go Programming Language](https://github.com/derekparker/delve) [DE FACTO STANDARD] β€” *Go to [Section](./golang.md)*
-  - [inancgumus/learngo 🌟](https://github.com/inancgumus/learngo) [DE FACTO STANDARD] β€” *Go to [Section](./golang.md)*
-  - [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [github.com/golang/go](https://github.com/golang/go) [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [The Ultimate Go Study Guide](https://github.com/hoanhan101/ultimate-go) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [quii/learn-go-with-tests](https://github.com/quii/learn-go-with-tests) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [go-kratos/kratos](https://github.com/go-kratos/kratos) [DE FACTO STANDARD] β€” *Go to [Section](./golang.md)*
-  - [github.com/iawia002/lux 🌟](https://github.com/iawia002/lux) [DE FACTO STANDARD] β€” *Go to [Section](./golang.md)*
-  - [Amazon RDS Proxy – Now Generally Available](https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available) [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.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)** [==github.com/microsoft/finops-toolkit==](https://github.com/microsoft/finops-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
+  - **(2026)** [==azurearcjumpstart.io==](https://jumpstart.azure.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” *Go to [Section](./azure.md)*
 
+*... and 1054 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -1336,104 +283,40 @@
 ## Enterprise-Stable
 
 

-Click to view 1121 resources under Enterprise-Stable
+Click to view top 100 of 1121 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)** [**googlecloudcheatsheet.withgoogle.com: Google Cloud Developer cheat sheet**](https://cloud.google.com/products) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.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)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.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)** [**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)** [**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)** [**redhatgov.io**](https://redhatgov.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**Whizlabs**](https://www.whizlabs.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**edx.org**](https://www.edx.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**Coursera.org**](https://www.coursera.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**techstudyslack.com**](https://techstudyslack.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**codewars.com**](https://www.codewars.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**kube.academy**](https://kube.academy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./elearning.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)** [**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)** [**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)** [**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)** [**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)** [**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)** [**redhatgov.io**](https://redhatgov.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./demos.md)*
+  - **(2026)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cicd.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)** [**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)** [**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)** [**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)** [**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)** [**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)** [**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)** [**codegiant.io: Build software faster**](https://codegiant.io/home) 🌟🌟🌟🌟 [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)** [**github.com/aws-ia/terraform-aws-eks-blueprints (examples) 🌟🌟🌟**](https://github.com/aws-ia/terraform-aws-eks-blueprints) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [**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)** [**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)** [**smartcar.com**](https://smartcar.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [**BBVA API Market**](https://www.bbvaapimarket.com/es) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [**Deutsche Bank API Program**](https://developer.db.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [**ING Developer Portal**](https://developer.ing.com/openbanking) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [**MuleSoft API Manager**](https://www.mulesoft.com/platform/api/manager) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [**Lura 🌟**](https://luraproject.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./developerportals.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)** [**ansible-community/awesome-ansible: Awesome Ansible 🌟🌟🌟**](https://github.com/ansible-community/awesome-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ansible.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)** [**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)*
@@ -1458,1008 +341,52 @@
   - **(2026)** [**snyk.io: Securing your open source dependencies with the Snyk Visual Studio' Code extension**](https://snyk.io/blog/securing-open-source-dependencies-snyk-visual-studio-code-extension) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [****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)** [**conduktor.io 🌟**](https://www.conduktor.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [**AWS Kinesis**](https://docs.aws.amazon.com/kinesis) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**mqtt.org**](https://mqtt.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [**Zeebe workflow engine**](https://camunda.com/platform/zeebe) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.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)*
-  - **(2026)** [**smartcar.com**](https://smartcar.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**BBVA API Market**](https://www.bbvaapimarket.com/es) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**Deutsche Bank API Program**](https://developer.db.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**ING Developer Portal**](https://developer.ing.com/openbanking) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**MuleSoft API Manager**](https://www.mulesoft.com/platform/api/manager) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**Lura 🌟**](https://luraproject.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**github.com/containerscrew/aws-sso-auth**](https://github.com/containerscrew/aws-sso-rs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./aws-tools-scripts.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)** [**JBang**](https://www.jbang.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./maven-gradle.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)*
-  - **(2026)** [**code.visualstudio.com: Java Project Management in VS Code**](https://code.visualstudio.com/docs/java/java-project) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [**docs.gradle.org: Getting Started**](https://docs.gradle.org/current/userguide/getting_started.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [**APIDog**](https://apidog.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [**kubeshark/kubeshark**](https://github.com/kubeshark/kubeshark) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [**IBM Cloud**](https://www.ibm.com/solutions/cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2026)** [**DockerHub: websphere-liberty**](https://hub.docker.com/_/websphere-liberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2026)** [**openliberty.io**](https://openliberty.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2026)** [**github.com/openliberty**](https://github.com/openliberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2026)** [**Azure Policy**](https://nubenetes.com/azure/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [**Tutorial: Restoring a DB Instance from a DB Snapshot**](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/CHAP_Tutorials.RestoringFromSnapshot.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - **(2026)** [**AWS Tutorials: Create and Connect to a MySQL Database with Amazon RDS**](https://docs.aws.amazon.com/hands-on/latest/create-mysql-db/create-mysql-db.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - **(2026)** [**Payara Micro**](https://hub.docker.com/r/payara/micro) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [**WildFly**](https://www.wildfly.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [**Google Docs: doc.new**](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S-551027576%3A1779031360486315&followup=https%3A%2F%2Fdocs.google.com%2Fdocument%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new<mpl=docs&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PasT3fzmBVDogbYOa448WODYqcNpbr94eLlOd4kL-w5BLgVa3s5bweNB_q-BV6hVUtWFJzfuoQ) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [**Spreadsheets: sheet.new**](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new&dsh=S338656440%3A1779029465061496&followup=https%3A%2F%2Fdocs.google.com%2Fspreadsheets%2Fu%2F0%2Fcreate%3Fusp%3Ddot_new<mpl=sheets&osid=1&passive=1209600&service=wise&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PauvFLix7FhDQsyeXMzly7IlWofT_GeExGBZD5PeXgcMI8_fmgxBG05tRNkG3ISAaCxExVB7) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./project-management-tools.md)*
+  - **(2026)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] 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)** [**tilt.dev**](https://tilt.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**Skaffold 🌟**](https://skaffold.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**devspace.sh**](https://www.devspace.sh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**telepresence.io 🌟**](https://telepresence.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**github.com/openshift/console 🌟**](https://github.com/openshift/console) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [****k3sup (said 'ketchup')****](https://github.com/alexellis/k3sup) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./rancher.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)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)** [**NuoDB, elastically scalable database. A revolution compared to traditional monolithic 1-box databases. NuoDB is ACID,SQL, distributed/scalable and support flexible schemas**](https://www.nuodb.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C++ CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2026)** [**tilt.dev**](https://tilt.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**devspace.sh**](https://www.devspace.sh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**telepresence.io 🌟**](https://telepresence.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**github.com/openshift/console 🌟**](https://github.com/openshift/console) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**Jenkins CLI**](https://www.jenkins.io/doc/book/managing/cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [**EntraExporter**](https://github.com/microsoft/entraexporter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [**Azure App Service Auto-Heal: Capturing Relevant Data During Performance Issues**](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-app-service-auto-heal-capturing-relevant-data-during-performance-issues/4390351) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devops.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)*
-  - **(2025)** [**Portfolio Architecture Tooling**](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [**Learn to Manage Investments and Cost Efficiency of Azure and AI Workloads**](https://techcommunity.microsoft.com/blog/finopsblog/learn-to-manage-investments-and-cost-efficiency-of-azure-and-ai-workloads/4396862) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ai.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)*
-  - **(2025)** [**terrascan 🌟**](https://www.tenable.com/cloud-security/solutions/iac) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [**Brainboard 🌟**](https://www.brainboard.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [**gruntwork.io**](https://www.gruntwork.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [**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)** [**QuickRef.ME - Quick Reference Cheat Sheets**](https://quickref.me/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2025)** [**gitexplorer.com: Git Command Explorer 🌟🌟**](https://gitexplorer.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [**freecodecamp.org: Git Cheat Sheet – 50 Git Commands You Should Know**](https://www.freecodecamp.org/news/git-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [**arslanbilal/git-cheat-sheet 🌟🌟🌟**](https://github.com/arslanbilal/git-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [**docs.microsoft.com: JBoss deployment with Red Hat on Azure 🌟**](https://learn.microsoft.com/en-us/azure/developer/java/ee/jboss-eap-on-aro) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.md)*
-  - **(2025)** [**gitlab.com: Portfolio Architecture Examples**](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2025)** [**Kubernetes e-Books**](https://awesome-kubernetes.readthedocs.io/kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./openshift.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)** [**CloudBees Health Advisor 🌟**](https://plugins.jenkins.io/cloudbees-jenkins-advisor) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Metrics**](https://plugins.jenkins.io/metrics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(2025)** [**Copy Artifact**](https://plugins.jenkins.io/copyartifact) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**pipeline-maven: Pipeline Maven Integration 🌟**](https://plugins.jenkins.io/pipeline-maven) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Cloudbees Credentials 🌟**](https://plugins.jenkins.io/cloudbees-credentials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**AWS Secrets Manager Credentials Provider**](https://plugins.jenkins.io/aws-secrets-manager-credentials-provider) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Fortify**](https://plugins.jenkins.io/fortify) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Quarkus - Dev UI 🌟**](https://quarkus.io/guides/dev-ui) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**odo**](https://odo.dev) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**Dekorate**](https://dekorate.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**helm-docs**](https://github.com/norwoodj/helm-docs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [**github.com/komodorio/helm-dashboard 🌟**](https://github.com/komodorio/helm-dashboard) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [**Helmsman: Helm Charts as Code 🌟**](https://github.com/mkubaczyk/helmsman) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(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€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [**epinio/epinio**](https://github.com/epinio/epinio) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**multus-cni 🌟**](https://github.com/k8snetworkplumbingwg/multus-cni) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**NetMaker**](https://github.com/gravitl/netmaker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**github.com/ContainerSSH/ContainerSSH**](https://github.com/ContainerSSH/ContainerSSH) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External' Provisioner**](https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-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)** [**inspektor-gadget/inspektor-gadget**](https://github.com/inspektor-gadget/inspektor-gadget) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [**github.com/jonmosco/kube-ps1 ⭐**](https://github.com/jonmosco/kube-ps1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**crazy-max/diun**](https://github.com/crazy-max/diun) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [**Rancher Desktop 🌟**](https://github.com/rancher-sandbox/rancher-desktop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**kubernetes-sigs/kwok**](https://github.com/kubernetes-sigs/kwok) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**Direktiv**](https://github.com/direktiv/direktiv) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**microshift.io**](https://microshift.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**architecture diagrams and slides**](https://github.com/microsoft/azure_arc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN/IMAGES CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [**git-secret.io**](https://git-secret.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [BASH CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [**kubekey**](https://github.com/kubesphere/kubekey) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2025)** [**github.com/rancher/fleet**](https://github.com/rancher/fleet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./rancher.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)** [**volatiletech/sqlboiler**](https://github.com/aarondl/sqlboiler) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.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)*
-  - **(2025)** [**freecodecamp.org: The Kubernetes Handbook 🌟**](https://www.freecodecamp.org/news/the-kubernetes-handbook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2025)** [**JKube**](https://eclipse.dev/jkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2025)** [**Hyperglance**](https://www.hyperglance.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [**awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper**](https://github.com/awslabs/amazon-ecr-credential-helper) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2025)** [**kubernetes-sigs/security-profiles-operator**](https://github.com/kubernetes-sigs/security-profiles-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [**Announcing Private Preview: ArgoCD through Microsoft GitOps**](https://techcommunity.microsoft.com/blog/azurearcblog/announcing-private-preview-argocd-through-microsoft-gitops/4399747) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [**k8up.io**](https://k8up.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**Bacula Enterprise for OpenShift and Kubernetes 🌟**](https://www.baculasystems.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C++ CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**Trillio**](https://trilio.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**TrillioVault for Kubernetes**](https://www.trilio.io/triliovault-for-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.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)** [**github.com/gardener/etcd-backup-restore**](https://github.com/gardener/etcd-backup-restore) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**github.com/konveyor 🌟**](https://github.com/konveyor) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO 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-messaging.md)*
-  - **(2025)** [**guides.sonatype.com: secure docker registries**](https://help.sonatype.com/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./registries.md)*
-  - **(2025)** [**former2.com**](https://former2.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2025)** [**3T MongoChef – Your New MongoDB GUI**](https://3t.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2025)** [**aws.amazon.com/big-data**](https://aws.amazon.com/big-data) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-data.md)*
-  - **(2025)** [**blogs.aws.amazon.com/bigdata**](https://blogs.aws.amazon.com/bigdata) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-data.md)*
-  - **(2025)** [**AWS Device Farm: Improve the quality of your web and mobile applications by testing across desktop browsers and real mobile devices hosted in the AWS Cloud**](https://aws.amazon.com/device-farm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2025)** [**kubenav**](https://github.com/kubenav/kubenav) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [DART CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**Aptakube**](https://aptakube.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**github.com/cyclops-ui/cyclops**](https://github.com/cyclops-ui/cyclops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**kubeshop.github.io/monokle**](https://docs.monokle.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [**blog.postman.com: What Is PlatformOps?**](https://blog.postman.com/what-is-platformops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [**Cloudburn: An Open-Source Policy Engine for AWS Spending**](https://github.com/towardsthecloud/cloudburn) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [**wardviaene/kubernetes-course**](https://github.com/wardviaene/kubernetes-course) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML/GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [**The Kubernetes Goat**](https://github.com/madhuakula/kubernetes-goat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [**stefanprodan/podinfo**](https://github.com/stefanprodan/podinfo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [**Programming with GitHub Copilot Agent Mode**](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/programming-with-github-copilot-agent-mode/4400630) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [**OpenOps: No-Code FinOps Automation Platform with AI**](https://github.com/openops-cloud/openops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ai.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)*
-  - **(2024)** [**FreeLens**](https://github.com/freelensapp/freelens) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2024)** [**Kubernetes-Secrets-Store-CSI-Driver: Secrets Store CSI driver for Kubernetes' secrets**](https://github.com/kubernetes-sigs/secrets-store-csi-driver) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [**devops.com: Building on Terraform: Evolution, not Revolution**](https://devops.com/building-on-terraform-evolution-not-revolution) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [**learn.hashicorp.com: Codify Management of Vault Enterprise Using Terraform**](https://developer.hashicorp.com/vault/tutorials/operations/codify-mgmt-enterprise) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [**learn.hashicorp.com: Enforce Policy with Sentinel**](https://developer.hashicorp.com/terraform/tutorials/policy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SENTINEL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [**serverless.tf: Doing serverless with Terraform**](https://serverless.tf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [**techcommunity.microsoft.com: Introducing Azure Verified Modules! 🌟**](https://techcommunity.microsoft.com/blog/azuretoolsblog/introducing-azure-verified-modules/4045946) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [**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)*
-  - **(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)** [**Ansible k8s cheat sheet 🌟**](https://opensource.com/downloads/ansible-k8s-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [**github.com/scraly: Terraform Cheat sheet**](https://github.com/scraly/terraform-cheat-sheet/blob/master/terraform-cheat-sheet.pdf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PDF 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)** [**developers.redhat.com: Kubernetes Cheat Sheet**](https://developers.redhat.com/cheat-sheets/kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PDF 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)** [**itnext.io: Kubernetes Kustomize Cheat Sheet**](https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [**developers.redhat.com: Containers Cheat Sheet**](https://developers.redhat.com/cheat-sheets/containers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PDF CONTENT] 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)** [**justingarrison.com: GitHub URL Hacks 🌟**](https://justingarrison.com/blog/2021-07-11-github-url-hacks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [**GitKraken Git Cheat**](https://www.gitkraken.com/pdfs/gitkraken-git-gui-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [**opensource.com: 10 cheat sheets for Linux sysadmins**](https://opensource.com/article/20/7/sysadmin-cheat-sheets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.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)** [**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)** [**Azure Functions Cost Considerations and Optimization**](https://build5nines.com/azure-functions-cost-considerations-and-optimization) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2024)** [**eksctl: EKS installer**](https://github.com/eksctl-io/eksctl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [**Robot Framework**](https://plugins.jenkins.io/robot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)** [**Quarkus Images**](https://github.com/quarkusio/quarkus-images) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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)** [**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)** [**openshift/source-to-image**](https://github.com/openshift/source-to-image) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**Qovery/engine: Qovery Engine 🌟**](https://github.com/Qovery/engine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**kubelogin 🌟**](https://github.com/int128/kubelogin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**kubermatic/kubeone 🌟**](https://github.com/kubermatic/kubeone) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**learn.microsoft.com: Multi-tenant user management introduction**](https://learn.microsoft.com/en-us/entra/architecture/multi-tenant-user-management-introduction) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**learn.microsoft.com: Subscriptions, licenses, accounts, and tenants for Microsoft's cloud offerings**](https://learn.microsoft.com/en-us/microsoft-365/enterprise/subscriptions-licenses-accounts-and-tenants-for-microsoft-cloud-offerings?view=o365-worldwide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.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/nb-no: Delegate Azure role assignment management to others with conditions**](https://learn.microsoft.com/nb-no/azure/role-based-access-control/delegate-role-assignments-portal?tabs=template) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [NORWEGIAN CONTENT] 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)** [**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)** [**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)*
-  - **(2024)** [**github.com/JFolberth/TheYAMLPipelineOne 🌟**](https://github.com/JFolberth/TheYAMLPipelineOne) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**youtube: Managed DevOps Pools for Azure DevOps | Full Overview & Demo 🌟**](https://www.youtube.com/watch?v=FBAav6OoJlw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**https://github.com/michaelmsonne/AzureDevOpsBackupTool**](https://github.com/michaelmsonne/AzureDevOpsBackupTool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C# CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**youtube: Databricks CI/CD: Azure DevOps Pipeline + DABs**](https://www.youtube.com/watch?v=SZM49lGovTg) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [**learn.microsoft.com: Azure subscription and service limits, quotas, and constraints**](https://learn.microsoft.com/en-us/azure/azure-resource-manager/management/azure-subscription-service-limits) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2024)** [**developers.redhat.com: Enhance Kubernetes deployment efficiency with Argo CD and ApplicationSet**](https://developers.redhat.com/articles/2024/06/06/enhance-kubernetes-deployment-efficiency-argo-cd-and-applicationset) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2024)** [**K8GB - Kubernetes Global Balancer**](https://github.com/AbsaOSS/k8gb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.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)** [**techno-tim/k3s-ansible**](https://github.com/timothystewart6/k3s-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2024)** [**Pydeps 🌟**](https://github.com/thebjorn/pydeps) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [**Banzai Kafka Operator**](https://github.com/banzaicloud/koperator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [**postgresml/postgresml 🌟**](https://github.com/postgresml/postgresml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [**Union Cloud**](https://www.union.ai) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [**axelmendoza.com: The Ultimate Guide To ML Model Deployment In 2024**](https://www.axelmendoza.com/posts/ml-model-deployment) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.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)** [**DVC**](https://marketplace.visualstudio.com/items?itemName=Iterative.dvc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT 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)** [**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)** [**Hitch - scalable TLS proxy. Hitch is a libev-based high performance SSL/TLS proxy by Varnish Software**](https://www.hitch-tls.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2024)** [**Tempest Testing Project**](https://docs.openstack.org/tempest/latest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2024)** [**Tekton community**](https://github.com/tektoncd/community) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./tekton.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)*
-  - **(2024)** [**techcommunity.microsoft.com: Identify your savings potential in Azure 🌟**](https://techcommunity.microsoft.com/blog/finopsblog/identify-your-savings-potential-in-azure/4131194) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [**Iter8**](https://iter8.tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./sre.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-tutorials.md)*
-  - **(2024)** [**chaimeleon.eu**](https://chaimeleon.eu) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.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)** [**open-rpc.org lightweight RPC framework 🌟**](https://www.open-rpc.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2024)** [**iann0036/iamlive**](https://github.com/iann0036/iamlive) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [**kube-state-metrics 🌟**](https://github.com/kubernetes/kube-state-metrics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [**grafana.com: Introducing Kubernetes Monitoring in Grafana Cloud**](https://grafana.com/blog/introducing-kubernetes-monitoring-in-grafana-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [**grafana.com: A beginner's guide to Kubernetes application monitoring**](https://grafana.com/blog/a-beginners-guide-to-kubernetes-application-monitoring) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [**grafana.com: How to optimize resource utilization with Kubernetes Monitoring for Grafana Cloud 🌟**](https://grafana.com/blog/how-to-optimize-resource-utilization-with-kubernetes-monitoring-for-grafana-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [**draw.io**](https://drawio-app.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.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)*
-  - **(2024)** [**Stash**](https://github.com/stashed/stash) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2024)** [**github.com/konveyor/crane: Crane 2.0 🌟**](https://github.com/migtools/crane) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.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)** [**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)*
-  - **(2024)** [**kui.tools 🌟**](https://kui.tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [**blog.vmware.com: DevOps: Culture – Collaboration, Empowerment, Autonomy 🌟**](https://blogs.vmware.com/cloud-foundation) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devops.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)** [**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)** [**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)*
-  - **(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)** [**terrateam.io: Terraform Pre-Commit Hooks**](https://terrateam.io/blog/terraform-pre-commit-hooks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**spectrocloud.com: Deploying complex infrastructure with a Terraform state machine**](https://www.spectrocloud.com/blog/deploying-complex-infrastructure-with-a-terraform-state-machine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**dev.to/pwd9000: Terraform Pro Tips Series' Articles 🌟🌟**](https://dev.to/pwd9000/series/16567) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**spacelift.io: Terraform Files – How to Structure a Terraform Project**](https://spacelift.io/blog/terraform-files) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**build5nines.com: Terraform: Code Project Organization Strategies (based on team, workload, or monolithic)**](https://build5nines.com/terraform-code-project-organization-strategies-based-on-team-workload-or-monolithic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**build5nines.com: Should .terraform.lock.hcl file be added to .gitignore or committed to Git repo?**](https://build5nines.com/should-terraform-lock-hcl-file-be-added-to-gitignore-or-committed-to-git-repo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**youtube - freecodecamp.org: Learn Terraform with Azure by Building a Dev Environment – Full Course for Beginners**](https://www.youtube.com/watch?si=zB9HD1MCp3SbLQwL&v=V53AHWun17s&feature=youtu.be) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**build5nines.com: Terraform: Deploy Azure ExpressRoute Circuit with VNet Gateway**](https://build5nines.com/terraform-deploy-azure-expressroute-circuit-with-vnet-gateway) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**youtube: How to Deploy an E-Commerce Website to AWS With Terraform || Terraform Hands-on Project | Tech with Helen**](https://www.youtube.com/watch?v=iLgEK6A31HM) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [**dev.to/grrywlsn: Self-service infrastructure as code**](https://dev.to/grrywlsn/self-service-infrastructure-as-code-23bl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**thomasthornton.cloud: Writing reusable Terraform modules (azure)**](https://thomasthornton.cloud/writing-reusable-terraform-modules) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform**](https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**blog.ogenki.io: Applying GitOps Principles to Infrastructure: An overview of tf-controller**](https://blog.ogenki.io/post/terraform-controller) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**itnext.io: GitHub Actions: Terraform deployments with a review of planned changes**](https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**about.gitlab.com: How to use a push-based approach for GitOps with Terraform and AWS ECS and EC2**](https://about.gitlab.com/blog/how-to-agentless-gitops-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./terraform.md)*
-  - **(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)** [**Rover - Terraform Visualizer 🌟**](https://github.com/im2nguyen/rover) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO 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)*
-  - **(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)** [**pixelbeat.org/cmdline**](https://www.pixelbeat.org/cmdline.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [**serverlessland.com: BATCH PROCESSING VS EVENT STREAMING**](https://serverlessland.com/event-driven-architecture/visuals/batching-vs-event-streams) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2023)** [**serverlessland.com: Splitter pattern**](https://serverlessland.com/event-driven-architecture/visuals/splitter-pattern) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2023)** [**github.com/diagrid-labs/dapr-workflow-demos**](https://github.com/diagrid-labs/dapr-workflow-demos) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] 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)** [**youtube: JMeter API Performance Testing Tutorial 🌟**](https://www.youtube.com/watch?v=8r5LYzUIepo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2023)** [**Kubernetes Gateway API**](https://github.com/kubernetes-sigs/gateway-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)** [**fluxcd/flux2-multi-tenancy**](https://github.com/fluxcd/flux2-multi-tenancy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [**itnext.io: Secure Azure Cosmos DB access by using Azure Managed Identities**](https://itnext.io/secure-azure-cosmos-db-access-by-using-azure-managed-identities-55f9fdf48fda) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [**techcommunity.microsoft.com: Azure DevOps Pipelines: If Expressions and Conditions 🌟**](https://techcommunity.microsoft.com/blog/healthcareandlifesciencesblog/azure-devops-pipelines-if-expressions-and-conditions/3737159) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [**linkedin.com: Complete CI/CD Solution for mS on AKS using Azure DevOps, ArgoCD and External Kubernetes Secretes 🌟**](https://www.linkedin.com/pulse/complete-cicd-solution-ms-aks-using-azure-devops-argocd-singh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**itnext.io: Build a Lightweight Internal Developer Platform with Argo CD and Kubernetes Labels**](https://itnext.io/build-a-lightweight-internal-developer-platform-with-argo-cd-and-kubernetes-labels-4c0e52c6c0f4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [**github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin**](https://github.com/crumbhole/argocd-lovely-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [**about.gitlab.com: How to keep up with CI/CD best practices**](https://about.gitlab.com/blog/how-to-keep-up-with-ci-cd-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [**inlets.dev: How to Get Ingress for Private Kubernetes Clusters**](https://inlets.dev/blog/2023/02/24/ingress-for-local-kubernetes-clusters.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2023)** [**otterize.com: Mastering Kubernetes networking: A journey in cloud-native packet management**](https://www.cyera.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2023)** [**learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns**](https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-design-patterns) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2023)** [**blog.min.io: Mono Clouds vs Multi-Clouds & Hybrid Clouds**](https://www.min.io/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2023)** [**cloud.google.com: Analyze secrets with Cloud Asset Inventory**](https://docs.cloud.google.com/secret-manager/docs/analyze-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.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)** [**awslabs/eks-node-viewer**](https://github.com/awslabs/eks-node-viewer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [**EKS Anywhere: github.com/aws/eks-anywhere**](https://github.com/aws/eks-anywhere) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [**aws.amazon.com: Understanding and Cost Optimizing Amazon EKS Control Plane Logs**](https://aws.amazon.com/blogs/containers/understanding-and-cost-optimizing-amazon-eks-control-plane-logs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [**github.com/cyberus-technology/virtualbox-kvm: KVM Backend for VirtualBox' 🌟**](https://github.com/cyberus-technology/virtualbox-kvm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2023)** [**Allure Report 🌟**](https://github.com/allure-framework/allure2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [**reviewdog - A code review dog who keeps your codebase healthy.**](https://github.com/reviewdog/reviewdog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [**Couler**](https://github.com/couler-proj/couler) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.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)** [**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)** [**learn.microsoft.com: Azure Well-Architected Framework perspective on Azure Machine Learning**](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-machine-learning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**youtube.com: Optimizing LLM Training with Airbnb's Next-Gen ML Platform**](https://www.youtube.com/watch?v=-sZvzW40NrM&ab_channel=Anyscale) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [**union.ai: Production-Grade ML Pipelines: Flyteβ„’ vs. Kubeflow**](https://www.union.ai/blog-post/production-grade-ml-pipelines-flyte-vs-kubeflow) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2023)** [**vaex.io**](https://vaex.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.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)** [**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)** [**thenewstack.io: What Is Microservices Architecture?**](https://thenewstack.io/microservices/what-is-microservices-architecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [**thenewstack.io: The Future of Microservices? More Abstractions**](https://thenewstack.io/microservices/the-future-of-microservices-more-abstractions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.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: Why You Need Build Automation Tools for Selenium Automation Testing?**](https://www.testmuai.com/blog/why-you-need-build-automation-tools-for-selenium-automation-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2023)** [**lambdatest.com: Selenium Webdriver Java Tutorial – Guide for Beginners**](https://www.testmuai.com/blog/selenium-java-tutorial-how-to-test-login-process) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: 49 Most Common Selenium Exceptions for Automation Testing**](https://www.testmuai.com/blog/49-common-selenium-exceptions-automation-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: How To Modify HTTP Request Headers In JAVA Using Selenium WebDriver?**](https://www.testmuai.com/blog/modifying-http-request-headers-in-java-using-selenium-webdriver) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: Selenium Locators Tutorial 🌟**](https://www.testmuai.com/learning-hub/selenium-locators) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: Selenium Python Tutorial 🌟**](https://www.testmuai.com/learning-hub/python-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)** [**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)** [**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)** [**hystax.com: The difference between cloud cost management and FinOps**](https://hystax.com/the-difference-between-cloud-cost-management-and-finops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**infoworld.com: When finops costs you more in the end**](https://www.infoworld.com/article/2338012/when-finops-costs-you-more-in-the-end.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**infoworld.com: Kubernetes costs less, but less than what?**](https://www.infoworld.com/article/2338474/kubernetes-costs-less-but-less-than-what.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**infoworld.com: 5 steps to bringing Kubernetes costs in line**](https://www.infoworld.com/article/2338303/5-steps-to-bringing-kubernetes-costs-in-line.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**thenewstack.io: Grafana Wants to Help You Avoid Getting Dinged by Kubernetes Costs**](https://thenewstack.io/grafana-wants-to-help-you-avoid-getting-dinged-by-kubernetes-costs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**info.microsoft.com: The Road to Azure Cost Governance**](https://info.microsoft.com/ww-landing-the-road-to-azure-cost-governance-e-book.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [**techcommunity.microsoft.com: Azure Savings Dashboard 🌟**](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-savings-dashboard/3816131) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.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)** [**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)*
-  - **(2023)** [**aws.amazon.com: Accelerating radiology imaging workflows with relevant clinical context on AWS**](https://aws.amazon.com/blogs/industries/accelerating-radiology-imaging-workflows-with-relevant-clinical-context-on-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.md)*
-  - **(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€” *Go to [Section](./customer.md)*
-  - **(2023)** [**biobanking.com: Europe’s Leading Cancer Image Biobank (EUCAIM) Launched by Quibim and European Commission**](https://www.biobanking.com/europes-leading-cancer-image-biobank-eucaim-launched-by-quibim-and-european-commission) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [**nature.com: Quibim: empowering biopharma to turn images into actionable predictions using artificial intelligence**](https://www.nature.com/articles/d43747-023-00028-w) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [**hms.harvard.edu: Does AI Help or Hurt Human Radiologists’ Performance? It Depends on the Doctor**](https://hms.harvard.edu/news/does-ai-help-or-hurt-human-radiologists-performance-depends-doctor) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./customer.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)** [**foojay.io: The Evolution of APIs: From RESTful to Event-Driven**](https://foojay.io/today/the-evolution-of-apis-from-restful-to-event-driven) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2023)** [**blog.bitsrc.io: API vs Microservices β€” Are you using 2 terms for the same concept?**](https://blog.bitsrc.io/api-vs-microservices-are-you-using-2-terms-for-the-same-concept-b51f13f5974e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**dzone: Exploring the API-First Design Pattern**](https://dzone.com/articles/exploring-the-api-first-design-pattern) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**thenewstack.io: How to Achieve API Governance**](https://thenewstack.io/how-to-achieve-api-governance) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**thenewstack.io: 5 Ways to Succeed with an API Gateway**](https://thenewstack.io/5-ways-to-succeed-with-an-api-gateway) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**blog.hubspot.com: API Gateway vs. Load Balancer: What's The Difference?**](https://blog.hubspot.com/website/api-gateway-vs-load-balancer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**geeksforgeeks.org: REST API (Introduction)**](https://www.geeksforgeeks.org/node-js/rest-api-introduction) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [NODE.JS CONTENT] β€” *Go to [Section](./api.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)*
-  - **(2023)** [**dev.to: Top 15 Automated API Testing Tools**](https://dev.to/katalon/top-15-automated-api-testing-tools-lasted-update-32ip) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**thenewstack.io: 4 Essential Tools for Protecting APIs and Web Applications**](https://thenewstack.io/4-essential-tools-for-protecting-apis-and-web-applications) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**portswigger.net: Introducing vAPI – an open source lab environment to learn about API security**](https://portswigger.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [**github.com/Shopify/kubeaudit 🌟🌟**](https://github.com/Shopify/kubeaudit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [**percona: Database Schema Management Via Liquibase**](https://percona.community/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./liquibase.md)*
-  - **(2023)** [**thenewstack.io: How to Choose and Model Time Series Databases**](https://thenewstack.io/how-to-choose-and-model-time-series-databases) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.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)*
-  - **(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)*
-  - **(2023)** [**intellipaat.com: Top Kubernetes Interview Questions and Answers**](https://intellipaat.com/blog/interview-question/kubernetes-interview-questions-answers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./interview-questions.md)*
-  - **(2023)** [**thenewstack.io: Cloud Manager: A New Multicloud PaaS Platform Built on Kubernetes**](https://thenewstack.io/cloud-manager-a-new-multicloud-paas-platform-built-on-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-based-devel.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)*
-  - **(2023)** [**businessinsider.com: I'm an ex-Amazon senior leader. Here's why layoffs keep happening and why ambitious managers are fueling them**](https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-leader-2023-5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.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)** [**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)** [**Promotion-Based Development: A Fast Track to Mediocrity**](https://vadimkravcenko.com/shorts/promotion-based-development) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./project-management-methodology.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)*
-  - **(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€” *Go to [Section](./kubectl-commands.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)** [**infoworld.com: No one wants to manage Kubernetes anymore 🌟**](https://www.infoworld.com/article/2264392/no-one-wants-to-manage-kubernetes-anymore.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**marcusnoble.co.uk: Managing Kubernetes without losing your cool 🌟**](https://marcusnoble.co.uk/2022-07-04-managing-kubernetes-without-losing-your-cool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.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)** [**loft.sh: Kubernetes: Virtual Clusters For CI/CD & Testing**](https://www.vcluster.com/blog/kubernetes-virtual-clusters-for-ci-cd-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**cloudtechtwitter.com: KubeApiServer components 🌟**](https://www.cloudtechtwitter.com/2022/04/kubeapiserver.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**kubesphere.io: Kubernetes High Availability Essential Practices Simply Explained**](https://kubesphere.io/blogs/k8s-ha-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**blog.scaleway.com: How to deploy and distribute the workload on a multi-cloud Kubernetes environment 🌟**](https://www.scaleway.com/en/blog/how-to-deploy-and-distribute-the-workload-on-a-multi-cloud-kubernetes-environment) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**How to handle environment variables with Kubernetes? 🌟**](https://humanitec.com/blog/handling-environment-variables-with-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**mayankshah.dev: Demystifying kube-proxy**](https://mayankshah.dev/blog/demystifying-kube-proxy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.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)** [**itnext.io: Platform-as-Code: how it relates to Infrastructure-as-Code and what it enables**](https://itnext.io/platform-as-code-how-it-compares-with-infrastructure-as-code-and-what-it-enables-2684b348be2e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./iac.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)** [**mikeroyal/OpenShift-Guide: OpenShift Guide 🌟🌟**](https://github.com/mikeroyal/OpenShift-Guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [**readysetcloud.io: Building Serverless Applications That Scale The Perfect Amount 🌟**](https://www.readysetcloud.io/blog/allen.helton/how-to-design-serverless-apps-that-scale-the-perfect-amount) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.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)** [**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)** [**Building microservices? Give Dapr a try**](https://www.infoworld.com/article/2261795/building-microservices-give-dapr-a-try.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2022)** [**thenewstack.io: Serverless vs. Kubernetes: The People’s Vote**](https://thenewstack.io/serverless-vs-kubernetes-the-peoples-vote) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2022)** [**acloudguru.com: Containers vs serverless: Which is right for you?**](https://www.pluralsight.com/resources/blog/cloud/containers-vs-serverless-which-is-right-for-you) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.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)*
-  - **(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)** [**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)** [**javaguides.net: Spring Boot Microservices - Spring Cloud API Gateway**](https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [**developer.okta.com: Secure Secrets With Spring Cloud Config and Vault 🌟**](https://developer.okta.com/blog/2022/10/20/spring-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [**dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres, Docker and Docker Compose**](https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [**oci-ansible-collection.readthedocs.io**](https://oci-ansible-collection.readthedocs.io/en/latest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [**Capistrano**](https://capistranorb.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUBY CONTENT] β€” *Go to [Section](./ansible.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)** [**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)** [**linkedin.com: Tuning Grafana - Jmeter Dashboards**](https://www.linkedin.com/pulse/tuning-grafana-jmeter-dashboards-ezhil-arasu) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.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)** [**Kubei 🌟**](https://github.com/openclarity/openclarity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [**aws.amazon.com: Using Amazon EC2 Spot Instances with Karpenter**](https://aws.amazon.com/blogs/containers/using-amazon-ec2-spot-instances-with-karpenter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-tools.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)** [**techcommunity.microsoft.com: Dynamic user membership rules, Azure Active Directory Administrative Units and password reset! 🌟**](https://techcommunity.microsoft.com/discussions/azure/dynamic-user-membership-rules-azure-active-directory-administrative-units-and-pa/3281164) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./azure.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)** [**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](./argo.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)** [**thenewstack.io: Applied GitOps with ArgoCD**](https://thenewstack.io/applied-gitops-with-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**blog.argoproj.io: New sync and diff strategies in ArgoCD**](https://blog.argoproj.io/new-sync-and-diff-strategies-in-argocd-44195d3f8b8c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [**datree.io: ArgoCD Best Practices You Should Know**](https://www.datree.io/resources/argocd-best-practices-you-should-know) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [**thenewstack.io: GitOps on Kubernetes: Deciding Between Argo CD and Flux**](https://thenewstack.io/gitops-on-kubernetes-deciding-between-argo-cd-and-flux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2022)** [**blog.argoproj.io: What’s new in Argo Workflows v3.3**](https://blog.argoproj.io/whats-new-in-argo-workflows-v3-3-dd051d2f1c7) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [**armosec.io: CVE 2022-24348 – Argo CD High Severity Vulnerability and its impact on Kubernetes**](https://www.armosec.io/blog/cve-2022-24348-argo-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [**infoworld.com: How to protect your Kubernetes infrastructure from the Argo CD vulnerability**](https://www.infoworld.com/article/2334525/how-to-protect-your-kubernetes-infrastructure-from-the-argo-cd-vulnerability.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [**ingressbuilder.jetstack.io 🌟🌟**](https://ingressbuilder.jetstack.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.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)** [**blog.palark.com: Comparing Ingress controllers for Kubernetes**](https://palark.com/blog/comparing-ingress-controllers-for-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [**community.ops.io: Kubernetes Ingress Controller. How does it work?=**](https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [**thenewstack.io: Otterize: Intent-Based Access Control for Kubernetes and Cloud**](https://thenewstack.io/otterize-intent-based-access-control-for-kubernetes-and-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [**itnext.io: Kubernetes networking deep dive: Did you make the right choice?**](https://itnext.io/kubernetes-network-deep-dive-7492341e0ab5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [**thenewstack.io: Secure Your Service Mesh: A 13-Item Checklist**](https://thenewstack.io/secure-your-service-mesh-a-13-item-checklist) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [**containerjournal.com: When Is Service Mesh Worth It?**](https://cloudnativenow.com/features/when-is-service-mesh-worth-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [**thenewstack.io: The Hidden Costs of Service Meshes**](https://thenewstack.io/the-hidden-costs-of-service-meshes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.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)*
-  - **(2022)** [**thenewstack.io: Is Linkerd Winning the Service Mesh Race?**](https://thenewstack.io/is-linkerd-winning-the-service-mesh-race) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [**jx-secret-postrenderer 🌟**](https://github.com/jenkins-x-plugins/jx-secret-postrenderer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO 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)** [**thenewstack.io: Managing Secrets in Your DevOps Pipeline**](https://thenewstack.io/managing-secrets-in-your-devops-pipeline) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.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.chainguard.dev: How To Verify Cosigned Container Images In Amazon ECS**](https://www.chainguard.dev/unchained) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**sysdig.com: How to secure Kubernetes deployment with signature verification**](https://www.sysdig.com/blog/secure-kubernetes-deployment-signature-verification) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**itnext.io: Securing Kubernetes Workloads: A Practical Approach to Signed and Encrypted Container Images**](https://itnext.io/securing-kubernetes-workloads-a-practical-approach-to-signed-and-encrypted-container-images-ff6e98b65bcd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**Kapitan**](https://kapitan.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**23andMe/Yamale**](https://github.com/23andMe/Yamale) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [**yh - YAML Highlighter**](https://github.com/andreazorzetto/yh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [**onlineyamltools.com 🌟**](https://onlineyamltools.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [**ytt**](https://get-ytt.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./yaml.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)** [****k3OS****](https://github.com/rancher/k3os) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [**gravitational.com: How to SSH Properly 🌟**](https://goteleport.com/blog/how-to-ssh-properly) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [**goteleport.com: SSH Certificates Security. SSH Access Hardening 🌟**](https://goteleport.com/blog/ssh-certificates) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.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)** [**blog.kubesimplify.com: Perform CRUD Operations on Kubernetes Using Golang' 🌟**](https://blog.kubesimplify.com/perform-crud-operations-on-kubernetes-using-golang) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - **(2022)** [**aws.amazon.com: MLOps foundation roadmap for enterprises with Amazon SageMaker**](https://aws.amazon.com/blogs/machine-learning/mlops-foundation-roadmap-for-enterprises-with-amazon-sagemaker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.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)** [**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)** [**thenewstack.io: KServe: A Robust and Extensible Cloud Native Model Server**](https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**ML Platform Workshop**](https://github.com/aporia-ai/mlplatform-workshop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**Machine Learning in Production. What does an end-to-end ML workflow look like in production? (transcript) 🌟🌟🌟**](https://www.union.ai/blog-post/machine-learning-in-production) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**learn.microsoft.com: Machine Learning operations maturity model 🌟**](https://learn.microsoft.com/en-us/azure/architecture/ai-ml/guide/mlops-maturity-model) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**infoworld.com: The decline of Heroku PaaS**](https://www.infoworld.com/article/2264177/the-decline-of-heroku.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**simform.com: What is Multi Cloud? Why you Need a Multi Cloud Strategy?**](https://www.simform.com/blog/multi-cloud-strategy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**thenewstack.io: Transform and Future-Proof Your Architecture with MACH**](https://thenewstack.io/transform-and-future-proof-your-architecture-with-mach) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**yellow.systems: How to Make a Scalable Web Application: Architecture, Technologies, Cost 🌟**](https://yellow.systems/blog/how-to-build-a-scalable-web-application) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**simform.com: Cloud Migration ebook**](https://www.simform.com/cloud-migration-ebook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**zesty.co: 10 Cloud Deficiencies You Should Know**](https://zesty.co/blog/10-cloud-deficiencies) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**towardsdatascience.com: 3 High Availability Cloud Concepts You Should Know**](https://towardsdatascience.com/3-high-availability-cloud-concepts-you-should-know-93f3bab2cb4a) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**thenewstack.io: Cloud Engineers Try Policy-as-Code to Cure Misconfiguration Woes**](https://thenewstack.io/cloud-engineers-try-policy-as-code-to-cure-misconfiguration-woes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**thenewstack.io: Intention-as Code: Making Self-Healing Infrastructure Work**](https://thenewstack.io/intention-as-code-making-self-healing-infrastructure-work) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**dev.to: When it Pays to Choose Microservices 🌟**](https://dev.to/typeable/when-it-pays-to-choose-microservices-12h5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**itnext.io: You Don’t Need Microservices 🌟**](https://itnext.io/you-dont-need-microservices-2ad8508b9e27) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**optisolbusiness.com: 8 Core Components are Microservices Architecture**](https://www.optisolbusiness.com/insight/8-core-components-of-microservice-architecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**hackernoon.com: 9 Basic (and Crucial) Tips for Microservices Developers 🌟**](https://hackernoon.com/9-basic-and-crucial-tips-for-microservices-developers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**christophermeiklejohn.com: Understanding why Resilience Faults in Microservice Applications Occur**](https://christophermeiklejohn.com/filibuster/2022/03/19/understanding-faults.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**semaphoreci.com: 5 Options for Deploying Microservices 🌟**](https://semaphore.io/blog/deploy-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**weave.works: What is a Kubernetes Cluster? 🌟**](https://www.weave.works/blog/kubernetes-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**thenewstack.io: Kubernetes and the Next Generation of PaaS**](https://thenewstack.io/kubernetes-and-the-next-generation-of-paas) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**eficode.com: The future of Kubernetes – and why developers should look beyond Kubernetes in 2022**](https://www.eficode.com/blog/the-future-of-kubernetes-and-why-developers-should-look-beyond-kubernetes-in-2022) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**alibabacloud.com: Getting Started with Kubernetes | Deep Dive into Kubernetes Core Concepts**](https://www.alibabacloud.com/blog/getting-started-with-kubernetes-%7C-deep-dive-into-kubernetes-core-concepts_595896) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**infoworld.com: Kubernetes adoption up, serverless down, developer survey says**](https://www.infoworld.com/article/2271482/kubernetes-up-serverless-down-report.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**thenewstack.io: 5 Cloud Native Trends to Watch out for in 2022**](https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] 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)** [**thenewstack.io: App Modernization: 5 Tips When Migrating to Kubernetes**](https://thenewstack.io/app-modernization-5-tips-when-migrating-to-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**micahlerner.com: Automatic Reliability Testing For Cluster Management Controllers**](https://www.micahlerner.com/2022/07/24/automatic-reliability-testing-for-cluster-management-controllers.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [**architecturenotes.co: Redis Explained 🌟🌟**](https://architecturenotes.co/p/redis) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./caching.md)*
-  - **(2022)** [**automationscript.com: Parallel Execution In Selenium Using Jenkins**](https://automationscript.com/parallel-execution-in-selenium-using-jenkins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./test-automation-frameworks.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)** [**opensource.com: Why we built an open source testing framework**](https://opensource.com/article/22/1/open-source-testing-framework) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**automated-360.com: How to perform Code Quality Check for Selenium Test Automation? (SonarQube)**](https://andara88.it.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**Tekton PetClinic Demo Youtube**](https://www.youtube.com/watch?v=igwFpZOUTnw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [**thenewstack.io: Finout Gets a Handle on Kubernetes Costs**](https://thenewstack.io/finout-gets-a-handle-on-kubernetes-costs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./finops.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)** [**Youtube Playlist: Introduction to APIs**](https://www.youtube.com/playlist?list=PLM-7VG-sgbtBBnWb2Jc5kufgtWYEmiMAw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**youtube: Local CRUD API Express App with Docker in 5 min**](https://www.youtube.com/watch?v=UxZiDZsQoZI&ab_channel=TinyStacks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.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)** [**freecodecamp.org: What is REST? Rest API Definition for Beginners**](https://www.freecodecamp.org/news/what-is-rest-rest-api-definition-for-beginners) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.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)*
-  - **(2022)** [**imaginarycloud.com: gRPC vs REST: Comparing APIs Architectural Styles**](https://www.imaginarycloud.com/blog/grpc-vs-rest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**danhacks.com: REST vs. GraphQL vs. gRPC**](https://www.danhacks.com/software/grpc-rest-graphql.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**asyncapi.com: AsyncAPI and CloudEvents**](https://www.asyncapi.com/blog/asyncapi-cloud-events) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**tricentis.com: Getting started with automated continuous performance testing**](https://shiftsync.tricentis.com/software-testing-blogs-69/getting-started-with-automated-continuous-performance-testing-406) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] 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)** [**thenewstack.io: Developer, Beware: The 3 API Security Risks You Can’t Overlook**](https://thenewstack.io/developer-beware-the-3-api-security-risks-you-cant-overlook) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2022)** [**OpenHFT/Java-Thread-Affinity**](https://github.com/OpenHFT/Java-Thread-Affinity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2022)** [**github.com/awslabs/diagram-as-code 🌟**](https://github.com/awslabs/diagram-as-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [**codefresh.io: Applied GitOps with Kustomize**](https://octopus.com/blog/applied-gitops-with-kustomize) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kustomize.md)*
-  - **(2022)** [**codefresh.io: Using a Kanban board to manage and promote Helm Releases 🌟**](https://octopus.com/devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./gitops.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)** [**sysadminxpert.com: Demystifying NoSQL Databases 🌟**](https://sysadminxpert.com/demystifying-nosql-databases) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.md)*
-  - **(2022)** [**thenewstack.io: Why Choose a NoSQL Database? There Are Many Great Reasons**](https://thenewstack.io/why-choose-a-nosql-database-there-are-many-great-reasons) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.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)*
-  - **(2022)** [**MongoDB Cloud Manager**](https://www.youtube.com/watch?v=bB57HKeOvmw&feature=youtu.be) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.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)** [**thenewstack.io: How to Analyze Code and Find Vulnerabilities with SonarQube**](https://thenewstack.io/how-to-analyze-code-and-find-vulnerabilities-with-sonarqube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./sonarqube.md)*
-  - **(2022)** [**javarevisited.blogspot.com: Top 20 Apache Kafka Interview Questions with Answers**](https://javarevisited.blogspot.com/2022/03/top-20-apache-kafka-interview-questions.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [**automationqahub.com: The Ultimate List of Cypress Interview Questions**](https://automationqahub.com/common-cypress-interview-questions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [**Announcing Amazon Elastic File System Replication**](https://aws.amazon.com/about-aws/whats-new/2022/01/amazon-elastic-file-system-replication) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [**infoq.com: Amazon Announces Elastic File System Replication for Multi-Region Deployments**](https://www.infoq.com/news/2022/02/aws-efs-replication) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-based-devel.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)*
-  - **(2022)** [**businessinsider.es: La brillante explicaciΓ³n de Steve Jobs sobre por quΓ© los buenos empleados renuncian al trabajo**](https://www.businessinsider.es/desarrollo-profesional/explicacion-steve-jobs-buenos-empleados-renuncian-trabajo-1137601) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [**dev.to: What’s Wrong With Measuring Developer Performance (+ 10 Best Metrics)**](https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [**blogs.elconfidencial.com: Los espaΓ±oles somos mΓ‘s improductivos que nunca y el problema no es de los empleados**](https://www.elconfidencial.com/tecnologia/tribuna/2022-02-12/productividad-tecnologia-startups-apps_3373786) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [**elconfidencial.com: Esta psicΓ³loga ha estudiado a los capullos de tu empresa y sabe por quΓ© se comportan asΓ­**](https://www.elconfidencial.com/espana/2022-03-18/tessa-west-psicologa-capullos-trabajo_3392185) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [**smoda.elpais.com: Destacar y venderse no implica trabajar bien: asΓ­ es la nueva batalla por las apariencias del trabajo**](https://smoda.elpais.com/trabajo/apariencias-venderse-trabajo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(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)*
-  - **(2022)** [**techcrunch.com: Protestware on the rise: Why developers are sabotaging their own code**](https://techcrunch.com/2022/07/27/protestware-code-sabotage) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [**techcommunity.microsoft.com: Full-stack .NET 6 Apps with Blazor WebAssembly and Azure Static Web Apps**](https://techcommunity.microsoft.com/blog/appsonazureblog/full-stack-net-6-apps-with-blazor-webassembly-and-azure-static-web-apps/2933428) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./dotnet.md)*
-  - **(2022)** [**inlets.dev: Fixing the Developer Experience of Kubernetes Port Forwarding**](https://inlets.dev/blog/2022/06/24/fixing-kubectl-port-forward.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2022)** [**thenewstack.io: Cloud Bill Risks of AWS Reserved Instances and Savings Plans**](https://thenewstack.io/cloud-bill-risks-of-aws-reserved-instances-and-savings-plans) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2022)** [**aws.amazon.com: Exploring Data Transfer Costs for AWS Managed Databases**](https://aws.amazon.com/blogs/architecture/exploring-data-transfer-costs-for-aws-managed-databases) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2022)** [**AWS Announces Data Transfer Price Reduction for AWS PrivateLink, AWS Transit Gateway, and AWS Client VPN services**](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-data-transfer-price-reduction-privatelink-transit-gateway-client-vpn-services/?nc1=h_ls) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2022)** [**Diffblue**](https://www.diffblue.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [**Using SDKMAN! as a docker image for Jenkins Pipeline - a step by step guide 🌟**](https://e.printstacktrace.blog/using-sdkman-as-a-docker-image-for-jenkins-pipeline-a-step-by-step-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [**How we learned to improve Kubernetes CronJobs at Scale (Part 1 of 2)**](https://eng.lyft.com/improving-kubernetes-cronjobs-at-scale-part-1-cf1479df98d4) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**loft.sh: Kubernetes StatefulSet - Examples & Best Practices**](https://www.vcluster.com/blog/kubernetes-statefulset-examples-and-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Kubernetes StatefulSet Initialization with Unique Configs per Pod**](https://itnext.io/kubernetes-statefulset-initialization-with-unique-configs-per-pod-7e02c01ada65) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: Kubernetes Lifecycle Management! So Important! (Day 0, Day 1, Day 2) 🌟**](https://thenewstack.io/kubernetes-lifecycle-management-so-important-what-does-it-mean) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: Living with Kubernetes: Cluster Upgrades 🌟**](https://thenewstack.io/living-with-kubernetes-cluster-upgrades) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: The subtleties of ensuring zero downtime during pod lifecycle events in Kubernetes**](https://itnext.io/the-subtleties-of-ensuring-zero-downtime-during-pod-lifecycle-events-in-kubernetes-6461c12f7736) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**blog.px.dev: Where are my container's files? Inspecting container filesystems**](https://blog.px.dev/container-filesystems) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**infoq.com: Six Tips for Running Scalable Workloads on Kubernetes**](https://www.infoq.com/articles/tips-running-scalable-workloads-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: The Rush to Fix the Kubernetes Failover Problem**](https://thenewstack.io/the-rush-to-fix-the-kubernetes-failover-problem) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: What Does It Take to Manage Hundreds of Kubernetes Clusters?**](https://thenewstack.io/what-does-it-take-to-manage-hundreds-of-kubernetes-clusters) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Kubernetes Draining Nodes Properly**](https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**fosstechnix.com: Rolling out and Rolling back updates with Zero Downtime on Kubernetes Cluster**](https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downtime-on-kubernetes-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**learnk8s.io: How do you rollback deployments in Kubernetes? 🌟**](https://learnkube.com/kubernetes-rollbacks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**youtube: deployment strategies in kubernetes | recreate | rolling update | blue/green | canary**](https://www.youtube.com/watch?v=efiMiaFjtn8&feature=youtu.be) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**educative.io: A deep dive into Kubernetes Deployment strategies**](https://www.educative.io/blog/kubernetes-deployments-strategies) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**weave.works: Kubernetes Deployment Strategies 🌟**](https://www.weave.works/blog/kubernetes-deployment-strategies) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**brennerm.github.io: Kubernetes Overview Diagrams 🌟**](https://shipit.dev/posts/kubernetes-overview-diagrams.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**nextplatform.com: KUBERNETES EXPANDS FROM CONTAINERS TO INFRASTRUCTURE MANAGEMENT 🌟**](https://www.nextplatform.com/store/2021/08/02/kubernetes-expands-from-containers-to-infrastructure-management/1654000) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**weave.works: Kubernetes components that make up its architecture 🌟**](https://www.weave.works/blog/kubernetes-components-that-makeup-its-architecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**redhat.com: Kubernetes Components - A sysadmin's guide to basic Kubernetes components 🌟**](https://www.redhat.com/en/blog/kubernetes-components) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**tutorialworks.com: The differences between Docker, containerd, CRI-O and runc**](https://www.tutorialworks.com/difference-docker-containerd-runc-crio-oci) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**buttondown.email: Two reasons Kubernetes is so complex**](https://buttondown.com/nelhage/archive/two-reasons-kubernetes-is-so-complex) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: How Airbnb and Twitter Cut Back on Microservice Complexities**](https://thenewstack.io/how-airbnb-and-twitter-cut-back-on-microservice-complexities) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Evolution of PaaSes to Platform-as-Code in Kubernetes world**](https://itnext.io/evolution-of-paases-to-platform-as-code-in-kubernetes-world-74464b0013ca) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**martinheinz.dev: Could Kubernetes Pods Ever Become Deprecated? 🌟**](https://martinheinz.dev/blog/53) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: How to deploy a single Kubernetes cluster across multiple clouds using k3s and WireGuard**](https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**harness.io: Kubernetes Services Explained 🌟**](https://www.harness.io/blog/kubernetes-services-explained) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: Extending Kubernetes Services with Multi-Cluster Services API**](https://thenewstack.io/extending-kubernetes-services-with-multi-cluster-services-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Expose Open Policy Agent/Gatekeeper Constraint Violations for Kubernetes Applications with Prometheus and Grafana**](https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: 10 Steps to a Successful Kubernetes Technical Transformation 🌟**](https://thenewstack.io/10-steps-to-a-successful-kubernetes-technical-transformation) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**k0sproject**](https://x.com/k0sproject) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Kubernetes β€” Running Multiple Container Runtimes**](https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**danielmangum.com: How Kubernetes validates custom resources**](https://danielmangum.com/posts/how-kubernetes-validates-custom-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**kmitevski.com: Writing a Kubernetes Validating Webhook using Python**](https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: How to Add MySql & MongoDB to a Kubernetes .Net Core Microservice Architecture**](https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [C# CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Measuring Patching Cadence on Kubernetes with GitOps**](https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**microcksio**](https://x.com/microcksio) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**dev.to: The Kubernetes API architecture | Daniele Polencic 🌟**](https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Working with the kubernetes API | Daniele Polencic 🌟**](https://itnext.io/working-with-the-kubernetes-api-587bc5941992) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**thenewstack.io: Living with Kubernetes: API Lifecycles and You**](https://thenewstack.io/living-with-kubernetes-api-lifecycles-and-you) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**blog.tilt.dev: Kubernetes is so Simple You Can Explore it with Curl**](https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**kubernetes.io: Alpha in Kubernetes v1.22: API Server Tracing**](https://kubernetes.io/blog/2021/09/03/api-server-tracing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**evancordell.com: 16 things you didn't know about Kube APIs and CRDs**](https://evancordell.com/posts/kube-apis-crds) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**segmentio/stack**](https://github.com/segmentio/stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [**developers.redhat.com: A guide to Red Hat OpenShift 4.5 installer-provisioned infrastructure on vSphere 🌟**](https://developers.redhat.com/blog/2021/03/09/a-guide-to-red-hat-openshift-4-5-installer-provisioned-infrastructure-on-vsphere) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**cloud.redhat.com: How to Build a Disconnected OpenShift Cluster With Mirror Registries on RHEL CoreOS Using Podman and Systemd**](https://www.redhat.com/en/blog/how-to-build-a-disconnected-openshift-cluster-with-mirror-registries-on-rhel-coreos-using-podman-and-systemd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**openshift.com: Red Hat OpenShift 4.7 Is Now Available**](https://www.redhat.com/en/blog/red-hat-openshift-4.7-is-now-available) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**cloud.redhat.com: Red Hat OpenShift 4.8 Is Now Generally Available**](https://www.redhat.com/en/blog/red-hat-openshift-4.8-is-now-generally-available) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**cloud.redhat.com: Red Hat OpenShift 4.9 Is Now Generally Available**](https://www.redhat.com/en/blog/red-hat-openshift-4.9-is-now-generally-available) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**thenewstack.io: Red Hat OpenShift 4.8 Adds Serverless Functions, Pipelines-As-Code**](https://thenewstack.io/red-hat-openshift-4-8-adds-serverless-functions-pipelines-as-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**developers.redhat.com: Composable software catalogs on Kubernetes: An easier way to update containerized applications**](https://developers.redhat.com/articles/2021/08/20/composable-software-catalogs-kubernetes-easier-way-update-containerized) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**openshift.com: How to Offer Service Running on OpenShift on AWS to Other AWS VPCs, Privately 🌟**](https://www.redhat.com/en/blog/how-to-offer-service-running-on-openshift-on-aws-to-other-aws-vpcs-privately) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**fiercetelecom.com: Red Hat bundles security, management into OpenShift Plus**](https://www.fierce-network.com/platforms/red-hat-bundles-security-management-into-openshift-plus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**blog.byte.builders: Manage MongoDB in Openshift Using KubeDB**](https://appscode.com/blog/post/openshift-mongodb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**openshift.com: OpenShift on ARM Developer Preview Now Available for AWS**](https://www.redhat.com/en/blog/openshift-on-arm-developer-preview-now-available-for-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**cloud.redhat.com: OpenShift Sandboxed Containers Operator From Zero to Hero, the Hard Way. The Operator Framework and Its Usage**](https://www.redhat.com/en/blog/openshift-sandboxed-containers-operator-from-zero-to-hero-the-hard-way) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**thenewstack.io: IBM, Red Hat Bring Load-Aware Resource Management to Kubernetes**](https://thenewstack.io/ibm-red-hat-bring-load-aware-resource-management-to-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**dev.to: Deep Dive into AWS OIDC identity provider when installing OpenShift using manual authentication mode with STS**](https://dev.to/mtulio/deep-dive-into-aws-oidc-identity-provider-when-installing-openshift-with-iam-sts-manual-sts-support-1bo7) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**redhat.com: Planning your migration from Red Hat OpenShift 3 to 4**](https://www.redhat.com/en/blog/openshift-4-migration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**mkdev.me: How to upgrade Openshift 4.x 🌟**](https://mkdev.me/posts/how-to-upgrade-openshift-4-x) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**redhat.com: What is knative?**](https://www.redhat.com/en/topics/microservices/what-is-knative) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**docs.google.com: Serverless Guide to Success 2021**](https://docs.google.com/document/u/0/d/1VEkUvTbqxfC1XyVGb2Z3DtEk9NA1M6PJpeCqEYRATLM/mobilebasic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**itnext.io: Kubernetes Serverless simply visually explained 🌟**](https://itnext.io/kubernetes-serverless-simply-visually-explained-ccf7be05a689) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**dev.to: Serverless - Beyond the Basics | Kristi Perreault 🌟**](https://dev.to/aws-heroes/serverless-beyond-the-basics-kom) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**redhat.com: What is Function-as-a-Service (FaaS)?**](https://www.redhat.com/en/topics/cloud-native-apps/what-is-faas) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**vshn.ch: A (Very!) Quick Comparison of Kubernetes Serverless Frameworks**](https://www.vshn.ch/en/blog/a-very-quick-comparison-of-kubernetes-serverless-frameworks) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**epsagon.com: Serverless Open-Source Frameworks: **OpenFaaS**, **Knative**, & More 🌟**](https://epsagon.com/blog/serverless-open-source-frameworks-openfaas-knative-more) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**winderresearch.com: A Comparison of Serverless Frameworks for Kubernetes: OpenFaas, OpenWhisk, Fission, Kubeless and more**](https://winder.ai/a-comparison-of-serverless-frameworks-for-kubernetes-openfaas-openwhisk-fission-kubeless-and-more) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**openfaas.com: Learn how to build functions faster using Rancher's kim and K3s**](https://www.openfaas.com/blog/kim) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**cloudnowtech.com: Kubernetes vs Serverless – How do you choose? 🌟**](https://www.cloudnowtech.com/blog/kubernetes-vs-serverless-how-do-you-choose) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**itnext.io: **arkade** by example β€” Kubernetes apps, the easy way 🌟**](https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(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€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**developers.redhat.com: Build and deploy microservices with Kubernetes and Dapr**](https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**github.com/jenkinsci/helm-charts**](https://github.com/jenkinsci/helm-charts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./jenkins.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)*
-  - **(2021)** [**github.com/jenkins-infra/jenkins.io/issues**](https://github.com/jenkins-infra/jenkins.io/issues) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [**ssbostan/jenkins-tutorial 🌟**](https://github.com/ssbostan/jenkins-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [**infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4 Is EOL**](https://www.infoq.com/news/2021/12/spring-boot-2-6) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**piotrminkowski.com: Spring Microservices Security Best Practices 🌟**](https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**developers.redhat.com: Build an API using Quarkus from the ground up 🌟**](https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0**](https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**infoq.com: Quarkus 2.0 Delivers Continuous Testing, CLI and Supports Minimal JDK 11**](https://www.infoq.com/news/2021/08/quarkus-2-0-final-release) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [**cloudbees.com: Git Commands: The 13 You Must Know, In Order 🌟**](https://www.cloudbees.com/blog/git-commit-detailed-tutorial-on-saving-your-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**dev.to: Master Git in 7 minutes 🌟**](https://dev.to/valeriavg/master-git-in-7-minutes-gai) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**julien.danjou.info: Stop merging your pull requests manually 🌟**](https://julien.danjou.info/stop-merging-your-pull-request-manually) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**freecodecamp.org: How to Use Multiple Git Configs on One Computer 🌟**](https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**thenewstack.io: Git for Managing Small Projects 🌟**](https://thenewstack.io/git-for-managing-small-projects) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**dev.to: 10 useful Git tips to improve your workflow 🌟**](https://dev.to/yenyih/10-useful-git-tips-to-improve-your-workflow-kf1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**polarsquad.com: Stop doing pull requests**](https://polarsquad.com/blog/stop-doing-pull-requests) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**dev.to: How atomic Git commits dramatically increased my productivity - and will increase yours too 🌟**](https://dev.to/samuelfaure/how-atomic-git-commits-dramatically-increased-my-productivity-and-will-increase-yours-too-4a84) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**cloudbees.com: Git Reset Clearly Explained: How to Undo Your Changes 🌟**](https://www.cloudbees.com/blog/git-reset-undo-changes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**learn.hashicorp.com: Deploy a Helm-based application automatically with GitOps**](https://github.com/hashicorp/waypoint/tree/main/website/content/docs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [**github.com/kubefirst/kubefirst**](https://github.com/konstructio/kubefirst) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [**letsdevops.net: Introduction to Azure DevOps for Beginners - Create CI/CD Pipelines, Setup Repository 🌟**](https://www.letsdevops.net/post/letsdevops-introduction-to-azure-devops-for-beginners) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [**dev.to: Argo CD and Sealed Secrets is a perfect match**](https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [**opensource.com: Automatically create multiple applications in Argo CD**](https://opensource.com/article/21/7/automating-argo-cd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [**devops.com: The Argo Project: Making GitOps Practical**](https://devops.com/the-argo-project-making-gitops-practical) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./argo.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)** [**inlets.dev: Fixing Ingress for short-lived local Kubernetes clusters**](https://inlets.dev/blog/2021/07/08/short-lived-clusters.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**openshift.com: gRPC or HTTP/2 Ingress Connectivity in OpenShift 🌟**](https://www.redhat.com/en/blog/grpc-or-http/2-ingress-connectivity-in-openshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**itnext.io: Why and How of Kubernetes Ingress (and Networking) 🌟**](https://itnext.io/why-and-how-of-kubernetes-ingress-and-networking-6cb308ca03d2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**platform9.com: Ultimate Guide to Kubernetes Ingress Controllers 🌟**](https://platform9.com/blog/ultimate-guide-to-kubernetes-ingress-controllers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**devopscube.com: Kubernetes Ingress Tutorial For Beginners 🌟**](https://devopscube.com/kubernetes-ingress-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**loft.sh: Kubernetes NGINX Ingress: 10 Useful Configuration Options 🌟**](https://www.vcluster.com/blog/kubernetes-nginx-ingress) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**devopscube.com: How To Configure Ingress TLS/SSL Certificates in Kubernetes**](https://devopscube.com/configure-ingress-tls-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**itnext.io: Generating Kubernetes Network Policies Automatically By Sniffing Network Traffic 🌟**](https://itnext.io/generating-kubernetes-network-policies-by-sniffing-network-traffic-6d5135fe77db) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.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)*
-  - **(2021)** [**itnext.io: Kubernetes Service Type LB for On Prem Deployments**](https://itnext.io/kubernetes-service-type-lb-for-on-prem-deployments-89e9b2a73a0c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**itnext.io: Inspecting and Understanding k8s Service Network 🌟**](https://itnext.io/inspecting-and-understanding-service-network-dfd8c16ff2c5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**itnext.io: Deciphering the Kubernetes Networking Maze: Navigating Load-Balance, BGP, IPVS and Beyond**](https://itnext.io/deciphering-the-kubernetes-networking-maze-navigating-load-balance-bgp-ipvs-and-beyond-7123ef428572) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**dev.to/narasimha1997: Communication between Microservices in a Kubernetes cluster 🌟**](https://dev.to/narasimha1997/communication-between-microservices-in-a-kubernetes-cluster-1n41) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**thenewstack.io: Zero-Trust Security with Service Mesh**](https://thenewstack.io/zero-trust-security-with-service-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**thenewstack.io: Offloading Authentication and Authorization from Application Code to a Service Mesh**](https://thenewstack.io/offloading-authentication-and-authorization-from-application-code-to-a-service-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**thenewstack.io: Mutual TLS: Securing Microservices in Service Mesh**](https://thenewstack.io/mutual-tls-microservices-encryption-for-service-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**cloudops.com: Comparing Service Meshes: Istio, Linkerd, Consul Connect, and Citrix ADC**](https://www.cloudops.com/blog/comparing-service-meshes-istio-linkerd-and-consul-connect-citrix-adc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**linkerd.io: Benchmarking Linkerd and Istio**](https://linkerd.io/2021/05/27/linkerd-vs-istio-benchmarks/index.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(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)** [**infoq.com: The Top-Five Challenges of Running a Service Mesh in an Enterprise 🌟**](https://www.infoq.com/presentations/5-challenges-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)*
-  - **(2021)** [**itnext.io: A Practical Guide for Linkerd Authorization Policies**](https://itnext.io/a-practical-guide-for-linkerd-authorization-policies-6cfdb50392e9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**devops.com: When to Use API Management and Service Mesh Together**](https://devops.com/when-to-use-api-management-and-service-mesh-together) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [**thenewstack.io: Kubernetes Secrets Management: 3 Approaches, 9 Best Practices**](https://thenewstack.io/kubernetes-secrets-management-3-approaches-9-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.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)** [**openshift.com: Geographically Distributed Stateful Workloads - Part 3: Keycloak**](https://www.redhat.com/en/blog/geographically-distributed-stateful-workloads-part-3-keycloak) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [**blog.flant.com: Running fault-tolerant Keycloak with Infinispan in Kubernetes**](https://palark.com/blog/ha-keycloak-infinispan-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [**GitHub security: what does it take to protect your company from credentials leaking on GitHub? 🌟**](https://blog.gitguardian.com/github-security) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [**blog.gitguardian.com: Secrets in source code (episode 2/3). Why secrets in git are such a problem**](https://blog.gitguardian.com/secrets-credentials-api-git) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [**thoughtworks.com: Templating in YAML**](https://www.thoughtworks.com/radar/techniques/templating-in-yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**redhat.com: Understanding YAML for Ansible. Validating YAML files with YAMLlint 🌟**](https://www.redhat.com/en/blog/understanding-yaml-ansible) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**realpython.com: YAML: The Missing Battery in Python**](https://realpython.com/python-yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**dev.to: yq : A command line tool that will help you handle your YAML resources better 🌟**](https://dev.to/vikcodes/yq-a-command-line-tool-that-will-help-you-handle-your-yaml-resources-better-8j9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟**](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**k8syaml.com 🌟**](https://k8syaml.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**itnext.io: How to create Kubernetes YAML files 🌟**](https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration**](https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**dev.to: Automating quality checks for Kubernetes YAMLs**](https://dev.to/wkrzywiec/automating-quality-checks-for-kubernetes-yamls-398) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**instrumenta/kubeval**](https://github.com/instrumenta/kubeval) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./yaml.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)** [**opensource.com: An introduction to programming with Bash (eBook)**](https://opensource.com/downloads/bash-programming-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [**iximiuz.com: A Visual Guide to SSH Tunnels: Local and Remote Port Forwarding 🌟**](https://iximiuz.com/en/posts/ssh-tunnels) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [**thevaluable.dev: A Vim Guide for Advanced Users**](https://thevaluable.dev/vim-advanced) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [**blog.gougousis.net: File Permissions: the painful side of Docker 🌟**](https://blog.gougousis.net/file-permissions-the-painful-side-of-docker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**docker-curriculum.com: A Docker Tutorial for Beginners 🌟**](https://docker-curriculum.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**technology.doximity.com: Buildpacks vs Dockerfiles 🌟**](https://technology.doximity.com/articles/buildpacks-vs-dockerfiles) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**iximiuz.com: What Actually Happens When You Publish a Container Port 🌟**](https://iximiuz.com/en/posts/docker-publish-container-ports) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./docker.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)** [**iximiuz.com: Containers 101: attach vs. exec - what's the difference?**](https://labs.iximiuz.com/tutorials/docker-run-vs-attach-vs-exec) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**itnext.io: Replace Docker Desktop with lima**](https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**pandastutor.com 🌟**](https://pandastutor.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [**huyenchip.com: Why data scientists shouldn’t need to know Kubernetes**](https://huyenchip.com/2021/09/13/data-science-infrastructure.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [NOT APPLICABLE CONTENT] β€” *Go to [Section](./python.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)** [**redhat.com: Introducing Red Hat OpenShift Data Science**](https://www.redhat.com/en/blog/introducing-red-hat-openshift-data-science) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [**towardsdatascience.com: Deploying An ML Model With FastAPI β€” A Succinct Guide**](https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [**jaxenter.com: Practical Implications for Adopting a Multi-Cluster, Multi-Cloud Kubernetes Strategy**](https://devm.io/kubernetes/kubernetes-practical-implications-171647) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**jaxenter.com: Six Essential Kubernetes Extensions to Add to Your Toolkit 🌟**](https://devm.io/kubernetes/kubernetes-extensions-172215) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**jaxenter.com: Kubernetes Is Much Bigger Than Containers: Here’s Where It Will Go Next**](https://devm.io/kubernetes/kubernetes-bigger-173675) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**Modernize legacy applications with containers, microservices**](https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applications-with-containers-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**thenewstack.io: Private vs. Public Cloud: How Kubernetes Shifts the Balance**](https://thenewstack.io/private-vs-public-cloud-how-kubernetes-shifts-the-balance) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**community.hpe.com: Containers vs. VMs: What’s the difference?**](https://community.hpe.com/hpeb/plugins/custom/hp/hpebresponsive/custom.bounce_endpoint?referer=https%3A%2F%2Fcommunity.hpe.com%2Ft5%2FHPE-Ezmeral-Uncut%2FContainers-vs-VMs-What-s-the-difference%2Fba-p%2F7147090) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**lambdatest.com: What Is New In Selenium 4 And What Is Deprecated In It? 🌟**](https://www.testmuai.com/blog/what-is-deprecated-in-selenium4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [**lambdatest.com: Selenium vs Cypress – Which Is Better in 2021?**](https://www.testmuai.com/blog/cypress-vs-selenium-comparison) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [**itnext.io: Cloud Native CI/CD with Tekton β€” Building Custom Tasks**](https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [**troyhunt.com: Your API versioning is wrong, which is why I decided to do it 3 different wrong ways**](https://www.troyhunt.com/your-api-versioning-is-wrong-which-is) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**itnext.io: A minimalist guide to gRPC**](https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**spring.io: YMNNALFT: Websockets**](https://spring.io/blog/2021/01/25/ymnnalft-websockets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**blog.bitsrc.io: Deep Dive into WebSockets**](https://blog.bitsrc.io/deep-dive-into-websockets-e6c4c7622423) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**itnext.io: Differences between WebSockets and Socket.IO**](https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**blog.bitsrc.io: Not All Microservices Need to Be REST β€” 3 Alternatives to the Classic**](https://blog.bitsrc.io/not-all-microservices-need-to-be-rest-3-alternatives-to-the-classic-41cedbf1a907) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**thenewstack.io: Why Backend Developers Should Fall in Love with GraphQL too**](https://thenewstack.io/why-backend-developers-should-fall-in-love-with-graphql-too) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**thenewstack.io: AsyncAPI Could Be the Default API Format for Event-Driven Architectures**](https://thenewstack.io/asyncapi-could-be-the-default-api-format-for-event-driven-architectures) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**opensource.com: 3 ways to test your API with Python**](https://opensource.com/article/21/9/unit-test-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**biztechmagazine.com: 6 Steps to Improved API Security**](https://biztechmagazine.com/article/2021/07/6-steps-improved-api-security) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**CloudMapper (OSS)**](https://duo.com/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [**itnext.io: Helm Is Not Enough, You Also Need Kustomize**](https://itnext.io/helm-is-not-enough-you-also-need-kustomize-82bae896816e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kustomize.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)** [**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)** [**itnext.io: Backup and Restore of Kubernetes Stateful Application Data with CSI Volume Snapshots**](https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [**longhorn issue: Move replica to a different server**](https://github.com/longhorn/longhorn/issues/292) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO 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)** [**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)** [**Creating Disaster Recovery Mechanisms Using Amazon Route 53 🌟**](https://aws.amazon.com/blogs/networking-and-content-delivery/creating-disaster-recovery-mechanisms-using-amazon-route-53) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [**Automate and centrally manage data protection for Amazon S3 with AWS Backup**](https://aws.amazon.com/blogs/storage/automate-and-centrally-manage-data-protection-for-amazon-s3-with-aws-backup) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [**AWS Backup Adds Support for Amazon S3**](https://aws.amazon.com/blogs/aws/preview-aws-backup-adds-support-for-amazon-s3) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [**Migrate Resources Between AWS Accounts**](https://aws.amazon.com/blogs/architecture/migrate-resources-between-aws-accounts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [**Multi-Region Migration using AWS Application Migration Service**](https://aws.amazon.com/blogs/architecture/multi-region-migration-using-aws-application-migration-service) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [**Tutorial: Tuning Table Design**](https://docs.aws.amazon.com/redshift/latest/dg/tutorial-tuning-tables.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - **(2021)** [**stackoverflow.blog: Have the tables turned on NoSQL?**](https://stackoverflow.blog/2021/01/14/have-the-tables-turned-on-nosql) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.md)*
-  - **(2021)** [**itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker**](https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./sonarqube.md)*
-  - **(2021)** [**whizlabs.com: AWS Kinesis vs Kafka Apache**](https://www.whizlabs.com/blog/kinesis-vs-kafka) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-data.md)*
-  - **(2021)** [**amazon.com: Reduce Unwanted Traffic on Your Website with New AWS WAF Bot Control**](https://aws.amazon.com/blogs/aws/reduce-unwanted-traffic-on-your-web-site-with-aws-bot-control) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**infoq.com: AWS Introduces EC2 Serial Console: Troubleshoot Boot and Networking Issues**](https://www.infoq.com/news/2021/04/aws-ec2-serial-console) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**linux.slashdot.org: AWS Embraces Fedora Linux for Its Cloud-Based 'Amazon Linux'**](https://linux.slashdot.org/story/21/11/27/0328223/aws-embraces-fedora-linux-for-its-cloud-based-amazon-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Amazon EC2 Auto Scaling now lets you control which instances to terminate on scale-in**](https://aws.amazon.com/about-aws/whats-new/2021/07/amazon-ec2-auto-scaling-now-lets-you-control-which-instances-to-terminate-on-scale-in) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**theregister.com: AWS to retire EC2-Classic – the network glue that helped start the IaaS rush**](https://www.theregister.com/off-prem/2021/07/29/aws-to-retire-ec2-classic-the-network-glue-that-helped-start-the-iaas-rush/527489) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**EC2-Classic Networking is Retiring – Here’s How to Prepare**](https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Amazon Virtual Private Cloud (VPC) customers can now resize their prefix list**](https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-vpc-resize-prefix-list) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.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)** [**aws.amazon.com/blogs: Top Announcements of AWS re:Invent 2021**](https://aws.amazon.com/blogs/aws/top-announcements-of-aws-reinvent-2021) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**infoq.com: Recap of AWS re:Invent 2021**](https://www.infoq.com/news/2021/12/recap-reinvent-2021) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**thenewstack.io: HashiCorp Adds Consul and Vault to Cloud Platform for AWS**](https://thenewstack.io/hashicorp-adds-consul-and-vault-to-cloud-platform-for-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] 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)** [**Automate preapproved operations with AWS Service Catalog service actions**](https://aws.amazon.com/blogs/mt/automate-preapproved-operations-with-aws-service-catalog-service-actions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**AWS Control Tower now supports nested organizational units**](https://aws.amazon.com/about-aws/whats-new/2021/11/aws-control-tower-supports-nested-organizational-units) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Migrate AWS Landing Zone solution to AWS Control Tower**](https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Amazon RDS Proxy can now be created in a shared Virtual Private Cloud (VPC)**](https://aws.amazon.com/about-aws/whats-new/2021/08/amazon-rds-proxy-created-shared-virtual-private-cloud-vpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Visualize all your Kubernetes clusters in one place with Amazon EKS Connector, now generally available**](https://aws.amazon.com/about-aws/whats-new/2021/11/visualize-kubernetes-clusters-one-place-amazon-eks-connector-generally-available) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**forbes.com: AWS re:Invent - A Roundup Of Container Services Announcements**](https://www.forbes.com/sites/janakirammsv/2021/12/03/aws-reinventa-roundup-of-container-services-announcements) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**AWS Security Hub adds 18 new controls to its Foundational Security Best Practices standard and 8 new partners for enhanced cloud security posture monitoring**](https://aws.amazon.com/about-aws/whats-new/2021/08/aws-security-hub-adds-18-new-controls-foundational-security-best-practices-standard-8-new-partners-enhanced-cloud-security-posture-monitoring) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**AWS announces the new **Amazon Inspector** for continual vulnerability management**](https://aws.amazon.com/about-aws/whats-new/2021/11/amazon-inspector-continual-vulnerability-management) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**New for AWS CloudFormation – Quickly Retry Stack Operations from the Point of Failure**](https://aws.amazon.com/es/blogs/aws/new-for-aws-cloudformation-quickly-retry-stack-operations-from-the-point-of-failure) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**infoq.com: Amazon Introduces Cloudwatch Cross Account Alarms to Consolidate Management**](https://www.infoq.com/news/2021/08/aws-cloudwatch-alarms) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Amazon Managed Service for Grafana (AMG) preview updated with new capabilities**](https://aws.amazon.com/blogs/mt/amazon-managed-service-for-grafana-amg-preview-updated-with-new-capabilities) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Monitor, Evaluate, and Demonstrate Backup Compliance with AWS Backup Audit Manager**](https://aws.amazon.com/blogs/aws/monitor-evaluate-and-demonstrate-backup-compliance-with-aws-backup-audit-manager) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**scrum.org: Kanban Guide for Scrum Teams**](https://www.scrum.org/resources/kanban-guide-scrum-teams) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**redhat.com: 11 considerations for effectively managing a Linux sysadmin team 🌟**](https://www.redhat.com/en/blog/11-manager-considerations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**cloudbees.com: More Isn’t Always Better: Using Predictive Analytics to Show Adding More People Doesn’t Always Help**](https://www.cloudbees.com/blog/using-predictive-analytics-to-show-adding-more-people) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN 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)** [**hbr.org: The Real Value of Middle Managers**](https://hbr.org/2021/06/the-real-value-of-middle-managers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**devops.com: How Good Developers Become Good Engineering Managers**](https://devops.com/how-good-developers-become-good-engineering-managers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**devops.com: Breaking Down Silos: Applying Open Source Practices in the Workplace**](https://devops.com/breaking-down-silos-applying-open-source-practices-in-the-workplace) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [**itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes**](https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2021)** [**developers.redhat.com: Three ways to containerize .NET applications on Red Hat OpenShift**](https://developers.redhat.com/blog/2021/03/16/three-ways-to-containerize-net-applications-on-red-hat-openshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./dotnet.md)*
-  - **(2021)** [**developers.redhat.com: .NET 6 now available for RHEL and OpenShift**](https://developers.redhat.com/articles/2021/11/15/net-60-now-available-rhel-and-openshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./dotnet.md)*
-  - **(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)*
-  - **(2021)** [**opensource.com: 5 useful ways to manage Kubernetes with kubectl**](https://opensource.com/article/21/7/kubectl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [**dev.to: Open a command prompt in a Kubernetes cluster**](https://dev.to/eldadak/open-a-command-prompt-in-a-kubernetes-cluster-206g) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [**itnext.io: How to Restart Kubernetes Pods With Kubectl 🌟**](https://itnext.io/how-to-restart-kubernetes-pods-with-kubectl-2a7834a6b961) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [**hackerxone.com: How to Manage Single & Multiple Kubernetes Clusters using' kubectl & kubectx in Linux**](https://www.hackerxone.com/2021/07/10/how-manage-single-multiple-kubernetes-clusters-using-kubectl-kubectx-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [**shardul.dev: Most Useful kubectl Plugins**](https://shardul.dev/most-useful-kubectl-plugins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [**ec2.shop: Compare AWS EC2 instance price from the CLI**](https://ec2.shop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**freecodecamp.org: How to Optimize your AWS Cloud Architecture Costs**](https://www.freecodecamp.org/news/cost-optimization-in-aws) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**aws.amazon.com: Amazon S3 Glacier Price Reduction**](https://aws.amazon.com/es/blogs/aws/amazon-s3-glacier-price-reduction) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**infoq.com: AWS Announces Lower Cost Storage Classes for Amazon Elastic File' System**](https://www.infoq.com/news/2021/03/aws-efs-one-zone-storage-classes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**Manage Amazon S3 storage costs granularly and at scale using S3 Intelligent-Tiering**](https://aws.amazon.com/blogs/storage/manage-amazon-s3-storage-costs-granularly-and-at-scale-using-s3-intelligent-tiering) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**blog.cloud-mercato.com: AWS m6i: The why you should abandon your m5**](https://blog.cloud-mercato.com/aws-m6i-the-why-you-should-abandon-your-m5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [**opcito.com: TestOps: How to automate your software pipeline at the speed' of DevOps**](https://www.opcito.com/blogs/testops-how-to-automate-your-software-pipeline-at-the-speed-of-devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [**xeridia.co.uk: The Importance of Testing in DevOps**](https://www.xeridia.co.uk/blog/importance-testing-devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [**xeridia.co.uk: Benefits of Test-Driven Development in DevOps Environments**](https://www.xeridia.co.uk/blog/benefits-test-driven-development-devops-environments) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [**Cicada: A tool for testing microservices**](https://cicadatesting.github.io/cicada-2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**redhat-actions/spring-petclinic**](https://github.com/redhat-actions/spring-petclinic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [**auth0.com: Deployment Strategies In Kubernetes**](https://auth0.com/blog/deployment-strategies-in-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [**itnext.io: Sticky sessions canary releases in kubernetes Daniele Polencic**](https://itnext.io/sticky-sessions-and-canary-releases-in-kubernetes-8c45de2b0a2e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [**Enabling OpenShift 4 Clusters to Stop and Resume Cluster VMs**](https://www.redhat.com/en/blog/enabling-openshift-4-clusters-to-stop-and-resume-cluster-vms) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [**blog.openshift.com: Configure the OpenShift Image Registry backed by OpenShift Container Storage**](https://www.redhat.com/en/blog/configure-the-openshift-image-registry-backed-by-openshift-container-storage) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [**devclass.com: OpenShift 4.4 goes all out on mixed workloads, puts observability at devs’ fingertips 🌟**](https://www.devclass.com/containers/2020/05/04/openshift-44-goes-all-out-on-mixed-workloads-puts-observability-at-devs-fingertips/1625566) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [**developers.redhat.com: OpenShift for Kubernetes developers: Getting started 🌟**](https://developers.redhat.com/blog/2020/08/14/openshift-for-kubernetes-developers-getting-started) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [**architectelevator.com: Concerned about Serverless Lock-in? Consider Patterns!**](https://architectelevator.com/cloud/serverless-design-patterns) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [**serverlesshorrors.com 🌟**](https://serverlesshorrors.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.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)*
-  - **(2020)** [**itnext.io: Deploy your first Serverless Function to Kubernetes**](https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [**job-dsl **Gradle** Example**](https://github.com/sheehan/job-dsl-gradle-example) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [**Atlassian's new Bitbucket Server integration for Jenkins 🌟**](https://www.jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [**spring.io: Creating Docker images with Spring Boot 2.3.0.M1**](https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**quarkus.io: Quarkus for Spring Developers**](https://quarkus.io/blog/quarkus-for-spring-developers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**developers.redhat.com: Migrating a Spring Boot microservices application to Quarkus**](https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat**](https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**The road to Quarkus GA: Completing the first supported Kubernetes-native Java stack**](https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**developers.redhat.com: Quarkus and Jakarta EE: Together, or not?**](https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**GitHub: Eclipse JKube**](https://github.com/eclipse-jkube/jkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [**How We Use Git at Microsoft**](https://learn.microsoft.com/en-us/devops/develop/git/what-is-git) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./git.md)*
-  - **(2020)** [**Bors Bot**](https://bors.tech) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUST CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [**PipeCD**](https://github.com/pipe-cd/pipecd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**konveyor 🌟**](https://konveyor.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**infoq.com: Kubernetes Ingress Is Now Generally Available**](https://www.infoq.com/news/2020/09/kubernetes-ingress-ga) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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)*
-  - **(2020)** [**blog.alexellis.io: Get a public LoadBalancer for your private Kubernetes cluster 🌟**](https://blog.alexellis.io/ingress-for-your-local-kubernetes-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [**opensource.googleblog.com: Kubernetes: Efficient Multi-Zone Networking with Topology Aware Routing**](https://opensource.googleblog.com/2020/11/kubernetes-efficient-multi-zone.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [**sookocheff.com: A Guide to the Kubernetes Networking Model 🌟**](https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [**dustinspecker.com: Kubernetes Networking from Scratch: Using BGP and BIRD to Advertise Pod Routes**](https://dustinspecker.com/posts/kubernetes-networking-from-scratch-bgp-bird-advertise-pod-routes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [**openshift.com: Introducing OpenShift Service Mesh 2.0 🌟**](https://www.redhat.com/en/blog/introducing-openshift-service-mesh-2.0) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [**infoq.com: Deploying Service Mesh in Production**](https://www.infoq.com/presentations/adopting-service-mesh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./servicemesh.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)** [**Traffic Director and gRPCβ€”proxyless services for your service mesh**](https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.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)** [**developers.redhat.com: A deep dive into Keycloak**](https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA 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)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [**developers.redhat.com: How to configure YAML schema to make editing files easier**](https://developers.redhat.com/blog/2020/11/25/how-to-configure-yaml-schema-to-make-editing-files-easier) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2020)** [**boxunix.com: A Better Way of Organizing Your Kubernetes Manifest Files 🌟**](https://boxunix.com/2020/05/15/a-better-way-of-organizing-your-kubernetes-manifest-files) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./yaml.md)*
-  - **(2020)** [**pythonspeed.com: Please stop writing shell scripts**](https://pythonspeed.com/articles/shell-scripts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [**percona.com: How Much Memory Does the Process Really Take on Linux? 🌟**](https://www.percona.com/blog/how-much-memory-does-the-process-really-take-on-linux) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [**How Linux PID namespaces work with containers 🌟**](https://www.redhat.com/en/blog/linux-pid-namespaces) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [**martinheinz.dev: It's Time to Forget About Docker 🌟**](https://martinheinz.dev/blog/35) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [**docker.com: Year in Review: The Most Viewed Docker Blog Posts of 2020 Part 2 🌟**](https://www.docker.com/blog/year-in-review-the-most-viewed-docker-blog-posts-of-2020-part-2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [**youtube: Making Friends with Machine Learning | Cassie Kozyrkov | playlist 🌟**](https://www.youtube.com/playlist?list=PLRKtJ4IpxJpDxl0NTvNYQWKCYzHNuy2xG) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./mlops.md)*
-  - **(2020)** [**thenewstack.io: The Scalability Myth**](https://thenewstack.io/the-scalability-myth) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: Defining a Different Kubernetes User Interface for the Next Decade**](https://thenewstack.io/defining-a-different-kubernetes-user-interface-for-the-next-decade) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: The Cloud Native Landscape: Platforms Explained**](https://thenewstack.io/cloud-native/the-cloud-native-landscape-platforms-explained) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**redhat.com: A sysadmin's guide to containerizing applications**](https://www.redhat.com/en/blog/containerizing-applications) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**softwareengineeringdaily.com: Kubernetes vs. Serverless with Matt Ward (podcast) 🌟**](https://softwareengineeringdaily.com/2020/12/29/kubernetes-vs-serverless-with-matt-ward-repeat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing 🌟**](https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: Microservices vs. Monoliths: An Operational Comparison**](https://thenewstack.io/microservices/microservices-vs-monoliths-an-operational-comparison) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**codeopinion.com: Splitting up a Monolith into Microservices 🌟**](https://codeopinion.com/splitting-up-a-monolith-into-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**devops.com: Why Boring Tech is Best to Avoid a Microservices Mess**](https://devops.com/why-boring-tech-is-best-to-avoid-a-microservices-mess) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**blog.container-solutions.com: How Mature Is Your Microservices Architecture? 🌟**](https://blog.container-solutions.com/how-mature-is-your-microservices-architecture) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: React in Real-Time with Event-Driven APIs**](https://thenewstack.io/react-in-real-time-with-event-driven-apis) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**cloudpundit.com: Don’t boil the ocean to create your cloud 🌟**](https://cloudpundit.com/2020/09/22/dont-boil-the-ocean-to-create-your-cloud) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: Prepare to Adopt the Cloud: A 10-Step Cloud Migration Checklist 🌟**](https://thenewstack.io/prepare-to-adopt-the-cloud-a-10-step-cloud-migration-checklist) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**infoworld.com: 3 cloud architecture mistakes we all make, but shouldn't**](https://www.infoworld.com/article/2264771/3-cloud-architecture-mistakes-we-all-make-but-shouldnt.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: Multicloud Challenges and Solutions**](https://thenewstack.io/multicloud-challenges-and-solutions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: The 4 Definitions of Multicloud: Part 1 β€” Data Portability**](https://thenewstack.io/the-4-definitions-of-multicloud-part-1-data-portability) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: Multicloud Paves the Way for Cloud Native Resiliency Models**](https://thenewstack.io/multicloud-paves-the-way-for-cloud-native-resiliency-models) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: 7 Best Practices to Build and Maintain Resilient Applications and Infrastructure**](https://thenewstack.io/7-best-practices-to-build-and-maintain-resilient-applications-and-infrastructure) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**hcltech.com: DevOps Tools and Technologies to Manage Microservices 🌟**](https://www.hcltech.com/blogs/devops-tools-and-technologies-manage-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**opensource.googleblog.com: The Tekton Pipelines Beta release**](https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2020)** [**thenewstack.io: Do I Really Need Kubernetes? 🌟**](https://thenewstack.io/do-i-really-need-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [**eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to Eclipse JKube 🌟**](https://eclipse.dev/jkube/docs/migration-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [**ashishtechmill.com: Demystifying Google Container Tool Jib: Java Image Builder**](https://www.ashishtechmill.com/demystifying-google-container-tool-jib-java-image-builder) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [**docker-maven-plugin**](https://github.com/fabric8io/docker-maven-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [**Hasura Launches Beta of GraphQL-Based Remote Joins Tool**](https://devops.com/hansura-launches-beta-of-graphql-based-remote-joins-tool) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HASKELL CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2020)** [**Disaster Recovery with AWS Managed Services, Part I: Single Region**](https://aws.amazon.com/blogs/architecture/disaster-recovery-with-aws-managed-services-part-i-single-region) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-backup.md)*
-  - **(2020)** [**revenuecat.com: Replicating a postgresql cluster to redshift**](https://www.revenuecat.com/blog/engineering/replicating-a-postgresql-cluster-to-redshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - **(2020)** [**age-of-product.com: Hiring: 71 Scrum Product Owner Interview Questions to Avoid Agile Imposters**](https://age-of-product.com/42-scrum-product-owner-interview-questions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./interview-questions.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)*
-  - **(2020)** [**infoq.com: Better Metrics for Building High Performance Teams**](https://www.infoq.com/articles/better-metrics-team-performance) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN 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)*
-  - **(2020)** [**itnext.io: Boosting your kubectl productivity**](https://itnext.io/boosting-your-kubectl-productivity-b348f7c25712) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2020)** [**developers.redhat.com: Kubectl: Developer tips for the Kubernetes command' line 🌟**](https://developers.redhat.com/blog/2020/11/20/kubectl-developer-tips-for-the-kubernetes-command-line) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2020)** [**superbrothers/zsh-kubectl-prompt 🌟**](https://github.com/superbrothers/zsh-kubectl-prompt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2020)** [**itnext.io: Kubernetes Contexts: Complete Guide for Developers**](https://itnext.io/kubernetes-contexts-complete-guide-for-developers-7ea5b2fc75c7) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2020)** [**May 2020: EC2 Price Reduction – For EC2 Instance Saving Plans and Standard' Reserved Instances**](https://aws.amazon.com/es/blogs/aws/ec2-price-reduction-for-ec2-instance-saving-plans-and-standard-reserved-instances) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2020)** [**infoq.com: AWS Launches Low-Cost Burstable T4g Instances Powered by AWS' Graviton2**](https://www.infoq.com/news/2020/09/aws-ec2-t4g-instances) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2020)** [**devops.com: Shift-Right Testing: The Emergence of TestOps**](https://devops.com/shift-right-testing-the-emergence-of-testops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**opensource.com: What you need to know about automation testing in CI/CD**](https://opensource.com/article/20/7/automation-testing-cicd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**thenewstack.io: Removing the Roadblock to Continuous Performance Testing**](https://thenewstack.io/removing-the-roadblock-to-continuous-performance-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**copyist**](https://github.com/cockroachdb/copyist) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**opensource.com: Cerberus - An open source solution for continuous testing' at scale**](https://opensource.com/article/20/8/cerberus-test-automation) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [**developers.redhat.com: Static analysis with KubeAudit for Red Hat OpenShift**](https://developers.redhat.com/blog/2020/10/09/static-analysis-with-kubeaudit-for-red-hat-openshift) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./testops.md)*
-  - **(2019)** [**youtube: Tinder's Move to Kubernetes - Chris O'Brien & Chris Thomas, Tinder**](https://www.youtube.com/watch?app=desktop&v=o3WXPXDuCSU) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [**theburningmonk.com: Why you should use ephemeral environments when you do serverless**](https://theburningmonk.com/2019/09/why-you-should-use-temporary-stacks-when-you-do-serverless) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./serverless.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)*
-  - **(2019)** [**piotrminkowski.com: Microservices with spring cloud kubernetes**](https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**redhat.com: Red Hat drives future of Java with cloud-native, container-first Quarkus**](https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native Java stack**](https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**developers.redhat.com: How Quarkus brings imperative and reactive programming together**](https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**botkube.io**](https://botkube.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [**Gitkube 🌟**](https://github.com/hasura/gitkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [**kubediff 🌟**](https://github.com/weaveworks/kubediff) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [**blog.heroku.com: Deconstructing Monolithic Applications into Services**](https://www.heroku.com/blog/monolithic-applications-into-services) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(2019)** [**Whitepaper: Migrating Your Databases to AWS**](https://aws.amazon.com/dms/?audit=2019q1) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - **(2019)** [**NoSQL Databases: a Survey and Decision Guidance**](https://medium.baqend.com/nosql-databases-a-survey-and-decision-guidance-ea7823a822d) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./nosql.md)*
-  - **(2019)** [**hbr.org: As Your Team Gets Bigger, Your Leadership Style Has to Adapt**](https://hbr.org/2019/03/as-your-team-gets-bigger-your-leadership-style-has-to-adapt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2018)** [**ref1: docker build --network=host**](https://github.com/awslabs/amazon-eks-ami/issues/183) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [**URL Filter Plugin**](https://github.com/jenkinsci/url-filter-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA 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](./other-awesome-lists.md)*
-  - **(2018)** [**eldadru/ksniff 🌟**](https://github.com/eldadru/ksniff) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [**pbpython.com: Practical Business Python**](https://pbpython.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [**Boto**](https://github.com/boto/boto) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [**vmware.com: How to Deconstruct a Monolith using Microservices – Getting Ready for Cloud-Native**](https://blogs.vmware.com/vov/2018/08/06/how-to-deconstruct-a-monolith-using-microservices-getting-ready-for-cloud-native) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./api.md)*
-  - **(2018)** [**cloudonaut.io: Seamless EC2 monitoring with the Unified CloudWatch Agent**](https://cloudonaut.io/seamless-ec2-monitoring-with-the-unified-cloudwatch-agent) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2017)** [**github.com/genuinetools: contained.af**](https://github.com/genuinetools/contained.af) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2017)** [**kubeops/config-syncer: Config Syncer (previously Kubed)**](https://github.com/config-syncer/config-syncer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [**codesenberg/bombardier 🌟**](https://github.com/codesenberg/bombardier) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [**bloomberg/goldpinger 🌟**](https://github.com/bloomberg/goldpinger) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [**aelsabbahy/goss**](https://github.com/goss-org/goss) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [**nylas.com: Profiling Python in Production**](https://www.nylas.com/blog/performance) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.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-data.md)*
-  - **(2016)** [**Amazon WorkMail – Now Generally Available**](https://aws.amazon.com/blogs/aws/amazon-workmail-now-generally-available) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [**tqdm: Instantly make your python loops show a progress meter - just wrap' any iterator with "tqdm(iterator)", and you're done!**](https://github.com/noamraph/tqdm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [**Migrating to Boto3**](https://aws.amazon.com/es/blogs/developer/migrating-to-boto3) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [**AWS Config Rules – Dynamic Compliance Checking for Cloud Resources**](https://aws.amazon.com/blogs/aws/aws-config-rules-dynamic-compliance-checking-for-cloud-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [**Amazon Inspector – Automated Security Assessment Service**](https://aws.amazon.com/blogs/aws/amazon-inspector-automated-security-assessment-service) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [**Coming Soon – EC2 Dedicated Hosts**](https://aws.amazon.com/blogs/aws/coming-soon-ec2-dedicated-hosts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [**EC2 Container Service Update – Container Registry, ECS CLI, AZ-Aware Scheduling, and More**](https://aws.amazon.com/blogs/aws/ec2-container-service-update-container-registry-ecs-cli-az-aware-scheduling-and-more) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [**AWS IoT – Cloud Services for Connected Devices**](https://aws.amazon.com/blogs/aws/aws-iot-cloud-services-for-connected-devices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-newfeatures.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)*
-  - **(2013)** [**copr.fedorainfracloud.org**](https://copr.fedorainfracloud.org/coprs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2010)** [**pulpproject.org**](https://pulpproject.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2008)** [**CommandLineFu 🌟**](https://www.commandlinefu.com/commands/browse) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2004)** [**pement.org: Handy one-line scripts for AWK**](https://www.pement.org/awk/awk1line.txt) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [AWK CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2002)** [**ngrep**](https://ngrep.sourceforge.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [C CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2001)** [**Angry IP Scanner (or simply ipscan)**](https://angryip.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./linux.md)*
-  - [**Jenkins Remote Access API**](https://www.jenkins.io/doc/book/using/remote-access-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./about.md)*
-  - [**Azure Pipelines**](https://learn.microsoft.com/en-us/azure/devops/pipelines) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./about.md)*
-  - [**Terraform Kubernetes Provider**](https://registry.terraform.io/providers/hashicorp/kubernetes/latest/docs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./about.md)*
-  - **(2026)** [gofireflyio/aiac 🌟](https://github.com/gofireflyio/aiac) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [How they SRE](https://github.com/upgundecha/howtheysre) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [sottlmarek/DevSecOps: Ultimate DevSecOps library 🌟](https://github.com/sottlmarek/DevSecOps) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [lorien/awesome-web-scraping: Awesome Web Scraping](https://github.com/lorien/awesome-web-scraping) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Cosign: Container Signing](https://github.com/sigstore/cosign) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [github.com/moabukar/tech-vault](https://github.com/moabukar/tech-vault) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2024)** [mineiros-io/terramate](https://github.com/terramate-io/terramate) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps](https://github.com/tensorchord/Awesome-LLMOps) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [sonobuoy](https://github.com/vmware-tanzu/sonobuoy) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2026)** [github.com/yannh/kubeconform 🌟](https://github.com/yannh/kubeconform) 🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Notary](https://github.com/notaryproject/notary) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [github.com/microsoft/retina](https://github.com/microsoft/retina) 🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [github.com/hygieia/Hygieia 🌟](https://github.com/hygieia/Hygieia) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [GitHub redhat-cop: Ansible Role 🌟](https://github.com/redhat-cop/infra-ansible) 🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2026)** [Red Hat Communities of Practice](https://github.com/redhat-cop) [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2025)** [github.com: golang-cheat-sheet](https://github.com/a8m/golang-cheat-sheet) [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster Security for Kubernetes](https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering Different Project Builds in the Same Repository](https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.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)** [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)** [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) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2020)** [developers.redhat.com: Getting started with the fabric8 Kubernetes Java client](https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client) [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [openshift.com: From Code to Production with GitOps, Tekton and ArgoCD 🌟](https://www.redhat.com/en/blog/from-code-to-production-with-gitops) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [developers.redhat.com: Customizing OpenShift project creation 🌟](https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [developers.redhat.com: Testing memory-based horizontal pod autoscaling on OpenShift 🌟](https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(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) [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./angular.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)** [blog.openshift.com/: How to survive an outage and live to tell about it!](https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it) [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [blog.openshift.com/: Stateful Workloads and the Two Data Center Conundrum](https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum) [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [blog.openshift.com/: From Templates to Openshift Helm Charts](https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.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)*
-  - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - [mholt/json-to-go](https://github.com/mholt/json-to-go) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [create-go-app/cli](https://github.com/create-go-app/cli) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [golang-design/history](https://github.com/golang-design/history) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [Golang for Node.js Developers](https://github.com/miguelmota/golang-for-nodejs-developers) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [The Ultimate Go Study Guide](https://github.com/hoanhan101/ultimate-go) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Rate limiting HTTP requests in Go using Redis](https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Create a Restful API with Golang from scratch 🌟](https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2) [ENTERPRISE-STABLE] [GUIDE] [ES CONTENT] β€” *Go to [Section](./golang.md)*
-  - [developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise' Linux](https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [datastation.multiprocess.io: Speeding up Go's builtin JSON encoder up to' 55% for large arrays of objects](https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html) [CASE STUDY] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [go-ini/ini](https://github.com/go-ini/ini) [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [itnext.io: Go Does Not Need a Java Style GC](https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [iximiuz/client-go-examples](https://github.com/iximiuz/client-go-examples) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [kubernetes-sigs/e2e-framework](https://github.com/kubernetes-sigs/e2e-framework) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [ahmet.im: Building container images in Go](https://ahmet.im/blog/building-container-images-in-go) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [gnet](https://github.com/panjf2000/gnet) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [Masterminds/sprig: Sprig: Template functions for Go templates](https://github.com/Masterminds/sprig) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [kkdai/youtube](https://github.com/kkdai/youtube) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [GoogleCloudPlatform/golang-samples: Sample apps and code written for Google' Cloud in the Go programming language.](https://github.com/GoogleCloudPlatform/golang-samples) [ENTERPRISE-STABLE] β€” *Go to [Section](./golang.md)*
-  - [thenewstack.io: Using ChatGPT for Questions Specific to Your Company Data](https://thenewstack.io/using-chatgpt-for-questions-specific-to-your-company-data) [ENTERPRISE-STABLE] β€” *Go to [Section](./chatgpt.md)*
-  - [itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65) [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./chatgpt.md)*
-  - [thenewstack.io: Cloud Native Identity and Access Management in Kubernetes](https://thenewstack.io/cloud-native-identity-and-access-management-in-kubernetes) [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Introducing the Aurora Storage Engine](https://aws.amazon.com/blogs/database/introducing-the-aurora-storage-engine) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [Auditing for highly regulated industries using Amazon Aurora PostgreSQL](https://aws.amazon.com/blogs/database/auditing-for-highly-regulated-industries-using-amazon-aurora-postgresql) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [New Amazon RDS for MySQL & PostgreSQL Multi-AZ Deployment Option: Improved' Write Performance & Faster Failover](https://aws.amazon.com/blogs/aws/amazon-rds-multi-az-db-cluster) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [Amazon Aurora PostgreSQL blue/green deployment using fast database cloning](https://aws.amazon.com/blogs/database/amazon-aurora-postgresql-blue-green-deployment-using-fast-database-cloning) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [Modernize database stored procedures to use Amazon Aurora PostgreSQL federated queries, pg_cron, and AWS Lambda](https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.md)*
-  - [Let’s Architect! Architecting with Amazon DynamoDB](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-with-amazon-dynamodb) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [AWS Database Migration Service](https://aws.amazon.com/blogs/aws/aws-database-migration-service) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.md)*
-  - [Replicate and transform data in Amazon Aurora PostgreSQL across multiple Regions using AWS DMS](https://aws.amazon.com/blogs/database/replicate-and-transform-data-in-amazon-aurora-postgresql-across-multiple-regions-using-aws-dms) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [Migrating Oracle databases with near-zero downtime using AWS DMS](https://aws.amazon.com/blogs/database/migrating-oracle-databases-with-near-zero-downtime-using-aws-dms) [ENTERPRISE-STABLE] β€” *Go to [Section](./aws-databases.md)*
-  - [Migrating a commercial database to open source with AWS SCT and AWS DMS](https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.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)** [**try.openshift.com 🌟**](https://www.redhat.com/en/technologies/cloud-computing/openshift/try-it) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp4.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)** [**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)*
 
+*... and 1021 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -2480,57 +407,57 @@
   - **(2022)** [**thenewstack.io: 5 Cloud Native Trends to Watch out for in 2022**](https://thenewstack.io/5-cloud-native-trends-to-watch-out-for-in-2022) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./introduction.md)*
   - **(2021)** [**thenewstack.io: Living with Kubernetes: API Lifecycles and You**](https://thenewstack.io/living-with-kubernetes-api-lifecycles-and-you) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] β€” *Go to [Section](./kubernetes.md)*
   - **(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)*
+  - **(2024)** [rootless-containers/usernetes](https://github.com/rootless-containers/usernetes) 🌟🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
+  - **(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)*
   - **(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)*
   - **(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)*
   - **(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)** [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)** [github: Kubernetes Deployment Orchestrator](https://github.com/SAP-archive/kubernetes-deployment-orchestrator) 🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
   - **(2018)** [Setec 🌟](https://github.com/anthonysterling/setec) 🌟 [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-architecture.md)*
+  - **(2026)** [twitter.com/AWSreInvent](https://x.com/AWSreInvent) [EMERGING] β€” *Go to [Section](./aws.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)** [CloudCanvas - Diagramming for Cloud Infrastructure](https://cloudcanvas.co) [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2024)** [twitter.com/ChromeDevTools](https://x.com/ChromeDevTools) [EMERGING] β€” *Go to [Section](./ChromeDevTools.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)** [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)** [valohai.com/blog/llmops/](https://valohai.com/blog/llmops) [EMERGING] β€” *Go to [Section](./ai.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)** [community.aws/kubernetes](https://builder.aws.com/learn/topics/kubernetes) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [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)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
+  - **(2023)** [community.aws/kubernetes](https://builder.aws.com/learn/topics/kubernetes) [EMERGING] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [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)** [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)*
+  - **(2022)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)*
   - **(2021)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [#FeatureFlags](https://x.com/hashtag/featureflag) [EMERGING] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!](https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07) [EMERGING] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
   - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [EMERGING] [LEGACY] [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)** [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)** [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)*
-  - **(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)*
+  - **(2021)** [#FeatureFlags](https://x.com/hashtag/featureflag) [EMERGING] β€” *Go to [Section](./git.md)*
+  - **(2021)** [itnext.io: Kubexpose: A Kubernetes Operator, for fun and profit!](https://itnext.io/kubexpose-a-kubernetes-operator-for-fun-and-profit-f528586eee07) [EMERGING] β€” *Go to [Section](./kubernetes-operators-controllers.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)*
   - **(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)*
@@ -2539,8 +466,8 @@
   - **(2018)** [github.com/rothgar/bashScheduler](https://github.com/rothgar/bashScheduler) [EMERGING] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2017)** [martinfowler.com: Feature Toggles (aka Feature Flags)](https://martinfowler.com/articles/feature-toggles.html) [EMERGING] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
   - **(2016)** [Jillegal OffHeap Module](https://github.com/serkan-ozal/jillegal) [EMERGING] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [docker.com: Docker Hub Experimental CLI tool](https://www.docker.com/blog/docker-hub-experimental-cli-tool) [COMMUNITY-TOOL] [EMERGING] β€” *Go to [Section](./docker.md)*
   - [Zepto is a lightweight framework for the development of microservices & web services in golang](https://github.com/go-zepto/zepto) [COMMUNITY-TOOL] [EMERGING] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
+  - [docker.com: Docker Hub Experimental CLI tool](https://www.docker.com/blog/docker-hub-experimental-cli-tool) [COMMUNITY-TOOL] [EMERGING] β€” *Go to [Section](./docker.md)*
 
 
 
@@ -2551,34 +478,34 @@
 ## Guide
 
 

-Click to view 1148 resources under Guide
+Click to view top 100 of 1148 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](./other-awesome-lists.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)** [==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)** [==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)** [==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)** [==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)** [==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)** [==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)** [==vaultproject.io==](https://developer.hashicorp.com/vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./devsecops.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)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./developerportals.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)*
-  - **(2023)** [==serverlessland.com: EDA VISUALS 🌟🌟🌟==](https://serverlessland.com/event-driven-architecture/visuals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./serverless.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)** [==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)** [==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)** [==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)** [==serverlessland.com: EDA VISUALS 🌟🌟🌟==](https://serverlessland.com/event-driven-architecture/visuals) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./serverless.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)*
+  - **(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)*
   - **(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)*
   - **(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)*
@@ -2589,8 +516,8 @@
   - **(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](./mkdocs.md)*
-  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./elearning.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)** [**guides.github.com: Markdown Cheat Sheet 2**](https://docs.github.com/en) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./cheatsheets.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)** [**The Geek Stuff**](https://www.thegeekstuff.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
@@ -2604,24 +531,29 @@
   - **(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)** [**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)*
-  - **(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)*
+  - **(2026)** [**learnitguide.net 🌟**](https://www.learnitguide.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./elearning.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)*
+  - **(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)*
+  - **(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)** [**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)** [**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)** [**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)** [**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-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)** [**rogerdudler.github.io: git - the simple guide 🌟**](https://rogerdudler.github.io/git-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.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)*
+  - **(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)** [**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)** [**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)** [**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)** [**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)** [**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)*
   - **(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)** [**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)** [**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)** [**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)*
@@ -2632,17 +564,14 @@
   - **(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)** [**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)** [**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)*
-  - **(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)** [**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)*
+  - **(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)** [**cloud.google.com: kubernetes comic**](https://cloud.google.com/kubernetes-engine/kubernetes-comic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
   - **(2022)** [**javaguides.net: Spring Boot Microservices - Spring Cloud API Gateway**](https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
   - **(2022)** [**developer.okta.com: Secure Secrets With Spring Cloud Config and Vault 🌟**](https://developer.okta.com/blog/2022/10/20/spring-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
   - **(2022)** [**dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres, Docker and Docker Compose**](https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [**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)*
+  - **(2022)** [**Tekton PetClinic Demo Youtube**](https://www.youtube.com/watch?v=igwFpZOUTnw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./tekton.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)** [**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](./argo.md)*
@@ -2651,1057 +580,8 @@
   - **(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)*
-  - **(2022)** [**community.ops.io: Kubernetes Ingress Controller. How does it work?=**](https://community.ops.io/danielepolencic/learning-how-an-ingress-controller-works-by-building-one-in-bash-3fni) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.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)** [**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)** [**automationscript.com: Parallel Execution In Selenium Using Jenkins**](https://automationscript.com/parallel-execution-in-selenium-using-jenkins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./test-automation-frameworks.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)** [**automated-360.com: How to perform Code Quality Check for Selenium Test Automation? (SonarQube)**](https://andara88.it.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**Tekton PetClinic Demo Youtube**](https://www.youtube.com/watch?v=igwFpZOUTnw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./tekton.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)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**blog.px.dev: Where are my container's files? Inspecting container filesystems**](https://blog.px.dev/container-filesystems) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Kubernetes Draining Nodes Properly**](https://itnext.io/kubernetes-draining-nodes-properly-79e18dca4d5e) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**fosstechnix.com: Rolling out and Rolling back updates with Zero Downtime on Kubernetes Cluster**](https://www.fosstechnix.com/rolling-out-and-rolling-back-updates-with-zero-downtime-on-kubernetes-cluster) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**educative.io: A deep dive into Kubernetes Deployment strategies**](https://www.educative.io/blog/kubernetes-deployments-strategies) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**weave.works: Kubernetes Deployment Strategies 🌟**](https://www.weave.works/blog/kubernetes-deployment-strategies) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: How to deploy a single Kubernetes cluster across multiple clouds using k3s and WireGuard**](https://itnext.io/how-to-deploy-a-single-kubernetes-cluster-across-multiple-clouds-using-k3s-and-wireguard-a5ae176a6e81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**harness.io: Kubernetes Services Explained 🌟**](https://www.harness.io/blog/kubernetes-services-explained) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Expose Open Policy Agent/Gatekeeper Constraint Violations for Kubernetes Applications with Prometheus and Grafana**](https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Kubernetes β€” Running Multiple Container Runtimes**](https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**kmitevski.com: Writing a Kubernetes Validating Webhook using Python**](https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: How to Add MySql & MongoDB to a Kubernetes .Net Core Microservice Architecture**](https://itnext.io/databases-in-a-kubernetes-angular-net-core-microservice-arch-a0c0ae23dca9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [C# CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Measuring Patching Cadence on Kubernetes with GitOps**](https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**dev.to: The Kubernetes API architecture | Daniele Polencic 🌟**](https://dev.to/danielepolencic/the-kubernetes-api-architecture-1pi9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**itnext.io: Working with the kubernetes API | Daniele Polencic 🌟**](https://itnext.io/working-with-the-kubernetes-api-587bc5941992) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**blog.tilt.dev: Kubernetes is so Simple You Can Explore it with Curl**](https://blog.tilt.dev/2021/03/18/kubernetes-is-so-simple.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**itnext.io: **arkade** by example β€” Kubernetes apps, the easy way 🌟**](https://itnext.io/kubernetes-apps-the-easy-way-f06d9e5cad3c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**developers.redhat.com: Build and deploy microservices with Kubernetes and Dapr**](https://developers.redhat.com/articles/2021/08/12/build-and-deploy-microservices-kubernetes-and-dapr) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [**piotrminkowski.com: Spring Microservices Security Best Practices 🌟**](https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**developers.redhat.com: Build an API using Quarkus from the ground up 🌟**](https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**freecodecamp.org: How to Use Multiple Git Configs on One Computer 🌟**](https://www.freecodecamp.org/news/how-to-handle-multiple-git-configurations-in-one-machine) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**learn.hashicorp.com: Deploy a Helm-based application automatically with GitOps**](https://github.com/hashicorp/waypoint/tree/main/website/content/docs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [**dev.to: Argo CD and Sealed Secrets is a perfect match**](https://dev.to/timtsoitt/argo-cd-and-sealed-secrets-is-a-perfect-match-1dbf) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [**opensource.com: Automatically create multiple applications in Argo CD**](https://opensource.com/article/21/7/automating-argo-cd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [**platform9.com: Ultimate Guide to Kubernetes Ingress Controllers 🌟**](https://platform9.com/blog/ultimate-guide-to-kubernetes-ingress-controllers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**devopscube.com: Kubernetes Ingress Tutorial For Beginners 🌟**](https://devopscube.com/kubernetes-ingress-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**loft.sh: Kubernetes NGINX Ingress: 10 Useful Configuration Options 🌟**](https://www.vcluster.com/blog/kubernetes-nginx-ingress) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [**devopscube.com: How To Configure Ingress TLS/SSL Certificates in Kubernetes**](https://devopscube.com/configure-ingress-tls-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.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)** [**thevaluable.dev: A Vim Guide for Advanced Users**](https://thevaluable.dev/vim-advanced) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [**docker-curriculum.com: A Docker Tutorial for Beginners 🌟**](https://docker-curriculum.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**iximiuz.com: Containers 101: attach vs. exec - what's the difference?**](https://labs.iximiuz.com/tutorials/docker-run-vs-attach-vs-exec) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [**itnext.io: A minimalist guide to gRPC**](https://itnext.io/a-minimalist-guide-to-grpc-e4d556293422) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**spring.io: YMNNALFT: Websockets**](https://spring.io/blog/2021/01/25/ymnnalft-websockets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**opensource.com: 3 ways to test your API with Python**](https://opensource.com/article/21/9/unit-test-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**EC2-Classic Networking is Retiring – Here’s How to Prepare**](https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Migrate AWS Landing Zone solution to AWS Control Tower**](https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**scrum.org: Kanban Guide for Scrum Teams**](https://www.scrum.org/resources/kanban-guide-scrum-teams) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [**auth0.com: Deployment Strategies In Kubernetes**](https://auth0.com/blog/deployment-strategies-in-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [**itnext.io: Deploy your first Serverless Function to Kubernetes**](https://itnext.io/deploy-your-first-serverless-function-to-kubernetes-232307f7b0a9) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [**developers.redhat.com: Migrating a Spring Boot microservices application to Quarkus**](https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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)*
-  - **(2020)** [**sookocheff.com: A Guide to the Kubernetes Networking Model 🌟**](https://sookocheff.com/post/kubernetes/understanding-kubernetes-networking-model) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [**dustinspecker.com: Kubernetes Networking from Scratch: Using BGP and BIRD to Advertise Pod Routes**](https://dustinspecker.com/posts/kubernetes-networking-from-scratch-bgp-bird-advertise-pod-routes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./kubernetes-networking.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)*
-  - **(2019)** [**piotrminkowski.com: Microservices with spring cloud kubernetes**](https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native Java stack**](https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [How they SRE](https://github.com/upgundecha/howtheysre) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.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)** [linuxteck.com](https://www.linuxteck.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [howtoforge.com](https://www.howtoforge.com) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [tecadmin.net](https://tecadmin.net) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [unixetc.co.uk](https://unixetc.co.uk) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [systemadmin.es](https://systemadmin.es) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [tecmint.com: Different Ways to Use Column Command in Linux](https://www.tecmint.com/linux-column-command) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [linuxteck.com: 12 basic cat command in Linux with examples](https://www.linuxteck.com/basic-cat-command-in-linux-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [linuxtechlab.com: Search a file in Linux using Find & Locate command](https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [tecmint.com: 10 Useful Commands to Collect System and Hardware Information in Linux](https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.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)** [intellipaat.com: GIT Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [edureka.co: Ansible Cheat Sheet – A DevOps Quick Start Guide](https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [fosstechnix.com: Ansible ad hoc commands with Examples](https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [geeksforgeeks.org: Essential Git Commands 🌟](https://www.geeksforgeeks.org/git/essential-git-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [opensource.com: Linux Parted cheat sheet](https://opensource.com/downloads/parted-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [opensource.com: GNU Screen cheat sheet](https://opensource.com/downloads/gnu-screen-cheat-sheet) 🌟🌟🌟 [GUIDE] [LEGACY] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dev.to: Let's Learn Kubernetes Series' Articles](https://dev.to/pghildiyal/series/14818) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [youtube: Kubernetes Pods and ReplicaSets explained](https://www.youtube.com/playlist?list=PLy0Gle4XyvbGhGpX0CXAuiEsfL-MD-rND) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [youtube playlist: Thetips4you - Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol](https://www.geeksforgeeks.org/computer-networks/basics-of-soap-simple-object-access-protocol) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2024)** [learn.chef.io](https://www.chef.io/training/tutorials) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [RUBY CONTENT] β€” *Go to [Section](./chef.md)*
-  - **(2023)** [blog.programster.org: Docker Swarm Cheatsheet](https://blog.programster.org/docker-swarm-cheatsheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [rogerdudler.github.io: git cheat sheet pdf](https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [javaguides.net: Spring Boot 3 REST API Documentation using SpringDoc OpenAPI](https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [Spring Boot Complete Guide](https://helpercodes.com/spring-boot-complete-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD and Flux Subsystem for Argo](https://flux-subsystem-argo.github.io/website/tutorials/terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [lambdatest.com/selenium: Introduction to Selenium Basics](https://www.testmuai.com/selenium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: Selenium Automation Testing: Basics and Getting Started 🌟](https://www.testmuai.com/blog/selenium-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: How To Scroll a Page Using Selenium WebDriver?](https://www.testmuai.com/blog/scroll-down-in-selenium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: How To Create Automated Web Bot With Selenium In Python](https://www.testmuai.com/blog/automated-web-bot-with-selenium-python) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [dev.to: Kubernetes Crash Course for Absolute Beginners](https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [spacelift.io: CronJob in Kubernetes – Automating Tasks on a Schedule](https://spacelift.io/blog/kubernetes-cronjob) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to: The Simple Guide To Dockerizing Spring Boot](https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [itnext.io: How to setup CI CD pipelines for Android with Azure DevOps](https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.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)** [seraf.dev: ArgoCD Tutorial β€” (with Terraform)](https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps](https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [kubebyexample.com: Argo CD Overview 🌟](https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.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)** [thenewstack.io: SSH Made Easy with SSH Agent and SSH Config](https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [tecmint.com: Testssl.sh – Testing TLS/SSL Encryption Anywhere on Any Port](https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [testrigtechnologies.com: Selenium Automation Testing: How to write automated test scripts using selenium](https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [freecodecamp.org: Use Selenium to Create a Web Scraping Bot](https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)** [tech.aabouzaid.com: Set OpenAPI patch strategy for Kubernetes Custom Resources - Kustomize](https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2022)** [cronista.com: CΓ³mo identificar a un mal jefe y quΓ© errores no pueden cometer hoy los lΓ­deres](https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [elconfidencial.com: La mejor forma de decirle a tu jefe que estΓ‘s hasta arriba y no puedes mΓ‘s con tanto trabajo](https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(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)** [cloud.redhat.com: Getting Started running Spark workloads on OpenShift](https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2022)** [hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 🌟](https://hevodata.com/learn/spark-data-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.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)** [devopscube.com: How To Create Kubernetes Jobs/Cron Jobs – Getting Started Guide](https://devopscube.com/create-kubernetes-jobs-cron-jobs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.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)** [dev.to: Getting Started Tutorial for Learning Kubernetes 🌟](https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Kubernetes DaemonSets: A Detailed Introductory Tutorial](https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] 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)*
-  - **(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)** [freecodecamp.org: Learn Kubernetes and Start Containerizing Your Applications](https://www.freecodecamp.org/news/learn-kubernetes-and-start-containerizing-your-applications) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trstringer.com: Discover Kubernetes API Calls from kubectl](https://trstringer.com/kubernetes-api-call-from-kubectl) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #12: Effective way of using K8 Liveness Probe](https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-12-effective-way-of-using-k8-liveness-probe.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #13: Effective way of using K8 Readiness Probe](https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-13-effective-way-of-using-k8-readiness-probe.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [xenonstack.com: Serverless Architecture with OpenFaaS and Java](https://www.xenonstack.com/blog/serverless-open-faas-java) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [tutorialspoint.com: JMeter Quick Guide](https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [Automatic branch merging](https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Checks for merging pull requests](https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [youtube: From Code to Cluster β€” Modern Kubernetes Workflows with K8Studio](https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.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)** [youtube: How to run an App Service Web App on Azure Arc-enabled Kubernetes - Part 2 | Azure Tips and Tricks](https://www.youtube.com/watch?v=53-Y_aI0KpE&ab_channel=MicrosoftAzure) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube: Signing & Versioning iOS & Android Apps | DevOps for Mobile](https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.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)** [itnext.io: ArgoCD: users, access, and RBAC](https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [blog.risingstack.com: Argo CD Kubernetes Tutorial](https://blog.risingstack.com/argo-cd-kubernetes-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [cloud.redhat.com: How to Use ArgoCD Deployments with GitHub Tokens](https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [matthewpalmer.net: Kubernetes Networking Guide for Beginners](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [sysdig.com: Kubernetes Services: ClusterIP, Nodeport and LoadBalancer](https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [youtube: Which of your Kubernetes Apps are accessing Secrets? 🌟](https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [How to use SSH properly and what is SSH Agent Forwarding](https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [redhat.com: 6 OpenSSL command options that every sysadmin should know](https://www.redhat.com/en/blog/6-openssl-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins](https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to run selenium tests from Jenkins? Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project from command line? 🌟](https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)** [jitendrazaa.com: Create SOAP message using Java](https://www.jitendrazaa.com/blog/java/create-soap-message-using-java) 🌟🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./api.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)** [opensource.com: Modify your Kubernetes manifests with Kustomize](https://opensource.com/article/21/6/kustomize-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2021)** [mirantis.com: Kustomize Tutorial: Creating a Kubernetes app out of multiple pieces](https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.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)** [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)** [creately.com: How to Better Manage Your Projects with Kanban Boards](https://creately.com/blog/project-management/what-is-a-kanban-board) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [EN 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)** [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)*
-  - **(2020)** [auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts](https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: A beginner's guide to Kubernetes Jobs and CronJobs](https://opensource.com/article/20/11/kubernetes-jobs-cronjobs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Kubernetes Liveness and Readiness Probes](https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blog.alexellis.io: A Primer: Accessing services in Kubernetes](https://blog.alexellis.io/primer-accessing-kubernetes-services) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dev.to/vromanov: Kubernetes Services 🌟](https://dev.to/vromanov/kubernetes-services-1bj) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [itnext.io: How to create Kubernetes home lab on an old laptop with K3s](https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e) 🌟🌟🌟 [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [developers.redhat.com: Build and deploy a serverless app with Camel K and Red Hat OpenShift Serverless 1.5.0 Tech Preview](https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [developer.okta.com: Spring Cloud Config for Shared Microservice Configuration](https://developer.okta.com/blog/2020/12/07/spring-cloud-config) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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€” *Go to [Section](./kubernetes-networking.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)** [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)*
-  - **(2020)** [redhat.com: Recursive Vim macros: One step further into automating repetitive tasks](https://www.redhat.com/en/blog/recursive-vim-macros) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.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)** [blog.stack-labs.com: Kustomize - The right way to do templating in Kubernetes](https://blog.stack-labs.com/code/kustomize-101) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2019)** [developers.redhat.com: Autowire MicroProfile into Spring with Quarkus](https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [unixmages.com](https://unixmages.com) 🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2023)** [vogella.com](https://www.vogella.com/tutorials) 🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./elearning.md)*
-  - **(2023)** [dev.to: Kubernetes Kustomize Tutorial: A Beginner-Friendly Developer Guide!](https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2023)** [techiescamp.com: Kubernetes Kustomize Crash Course](https://courses.devopscube.com/l/products) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.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)** [tutorialspoint.com/openshift](https://www.tutorialspoint.com/openshift/index.htm) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./elearning.md)*
-  - **(2022)** [vcloud-lab.com: Create an Azure App registrations in Azure Active Directory using PowerShell & AzureCLI](https://vcloud-lab.com/entries/microsoft-azure/create-an-azure-app-registrations-in-azure-active-directory-using-powershell-azurecli) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [vcloud-lab.com: Get started and configure certificate-based authentication in Azure](https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-certificate-based-authentication-in-azure) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [19 Common SSH Commands In Linux With Examples](https://phoenixnap.com/kb/linux-ssh-commands) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [agrenpoint.com: Azure AD & Microsoft Graph permission scopes, with Azure CLI](https://www.agrenpoint.com/azcli-adscope) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [dev.to: How to Manage Multiple SSH Key Pairs](https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [linuxteck.com: 10 basic and most useful 'ssh' client commands in Linux](https://www.linuxteck.com/basic-ssh-client-commands-in-linux) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] 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)** [dev.to: Introduction to Kustomize - How to customize Kubernetes objects kubernetes](https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.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)*
-  - **(2020)** [mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and DevOps 🌟🌟](https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [How to Implement the Automerge feature that is missing from BitBucket cloud](https://poolofthought.com/how-to-implement-the-automerge-feature-that-is-missing-from-bitbucket-cloud) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.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)** [andredesousa/devops-best-practices](https://github.com/andredesousa/devops-best-practices) 🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update 🌟](https://k21academy.com/kubernetes/configmaps-secrets) 🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [realpython.com: Advanced Git Tips for Python Developers 🌟](https://realpython.com/advanced-git-for-pythonistas) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟](https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitkraken.com: Branching in Git 🌟](https://www.gitkraken.com/learn/git/branch) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [atlassian.com: Comparing Workflows 🌟](https://www.atlassian.com/git/tutorials/comparing-workflows) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [linode.com: A Overview of Using Octant with Kubernetes](https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial) 🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2020)** [github: OpenShift Pipelines Node.js Tutorial](https://github.com/csantanapr/faststart2020-pipelines-lab) 🌟 [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [slideshare.net: Git version control and trunk based approach with VSTS](https://www.slideshare.net/arunmurughan/git-version-control-and-trunk-based-approach-with-vsts) 🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2026)** [Linkedin: API Testing with Postman](https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [Linkedin: API Testing with Postman β€” Build a Dynamic Test Suite](https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-michael-montgomery) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [techwebspace.com: Get Started with the REST Assured Framework: An Example-based Guide](https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [How to Set Up a Custom Email with Cloudflare and Mailgun](https://www.freecodecamp.org/news/how-to-set-up-custom-email) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [cloud.google.com: 5 cheat sheets to help you get started on your Google Cloud journey 🌟](https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Microservices architecture on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Choose the best way to use and authenticate service accounts on Google Cloud](https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Demystifying Cloud Spanner multi-region configurations](https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [thenewstack.io: Configuring the Google Cloud Platform for High Availability](https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [mrcloudbook.com: Mr Cloud Book](https://mrcloudbook.com) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [learntocloud.guide](https://learntocloud.guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [youtube: Welcome to the world of kubectl plugins](https://www.youtube.com/watch?v=_W2qZvQT6XY) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples](https://www.freecodecamp.org/news/markdown-cheat-sheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN 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)*
-  - **(2026)** [javaguides.net](https://www.javaguides.net/2018/06/maven-cheat-sheet.html) [COMMUNITY-TOOL] [GUIDE] [XML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [bogotobogo.com](https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [https://dev.to/aurelievache: Understanding Kubernetes: part 1 – Pods](https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [cookbook.openshift.org: How do I import an image from an external image registry? 🌟](https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [iximiuz.com: Prometheus Cheat Sheet - How to Join Multiple Metrics (Vector Matching) 🌟](https://iximiuz.com/en/posts/prometheus-vector-matching) [COMMUNITY-TOOL] [GUIDE] [PROMQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [iximiuz.com: Prometheus Cheat Sheet - Moving Average, Max, Min, etc (Aggregation Over Time)](https://iximiuz.com/en/posts/prometheus-functions-agg-over-time) [COMMUNITY-TOOL] [GUIDE] [PROMQL CONTENT] β€” *Go to [Section](./cheatsheets.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)** [Awesome Streaming](https://github.com/manuzhang/awesome-streaming) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Kafka](https://github.com/monksy/awesome-kafka/blob/master/tools.md) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [eksworkshop.com 🌟](https://www.eksworkshop.com) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [makefiletutorial.com 🌟](https://makefiletutorial.com) [COMMUNITY-TOOL] [GUIDE] [MAKEFILE CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF](https://k21academy.com/aws-cloud/aws-application-services) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Play with docker 🌟](https://labs.play-with-docker.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [kafka-tutorials.confluent.io 🌟](https://developer.confluent.io/tutorials) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [training.linuxfoundation.org: Introduction to Kubernetes (LFS158x)](https://training.linuxfoundation.org/training/introduction-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [devopswithkubernetes.com](https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [pulumi.com: Running Containers on ECS Fargate](https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [paystream.co.uk: What is an umbrella company?](https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella-company) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [umbrellaselector.com/Spain](https://umbrellaselector.com/Spain) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [contractortaxation.com/contracting-in-spain](https://contractortaxation.com/contracting-in-spain) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple clouds](https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platforms) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [youtube: A Cloud Guru - Cloud Provider Comparisons 🌟](https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [intellipaat.com: AWS vs Azure vs Google – Detailed Cloud Comparison](https://intellipaat.com/blog/aws-vs-azure-vs-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Cloud security comparison: AWS vs. Azure vs. GCP](https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-vs-azure-vs-gcp) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Cloud developer tooling compared: AWS vs. Azure vs. GCP](https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Blockchain cloud comparison: What is blockchain-as-a-service (BaaS)?](https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Storage services compared: AWS vs Azure vs GCP](https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [thenewstack.io: How to Evaluate Kubernetes Cloud Providers](https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud in 2021](https://cast.ai/blog/cloud-pricing-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023](https://faddom.com/cloud-computing-costs-and-pricing-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2025)** [eksworkshop.com](https://eksworkshop.com/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [GUIDE] [LEGACY] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] [PYTHON/SHELL CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [learn.hashicorp.com: What is Infrastructure as Code with Terraform? 🌟](https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [AWS Lambda Limits](https://docs.aws.amazon.com/lambda/latest/dg/limits.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2024)** [loft.sh: Platform Engineering: The Definitive Guide](https://www.vcluster.com/blog/platform-engineering-the-definitive-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [DEVOPS Library](https://devopslibrary.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.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)** [semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform code 🌟🌟🌟](https://www.gruntwork.io/blog/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure Removal](https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [nilebits.com: Understanding Terraform Drift Detection and Remediation 🌟](https://www.nilebits.com/blog/2024/07/terraform-drift-detection) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [howdykloudy.in: Implementing Shift Left for Terraform: An Introductory Guide 🌟](https://www.howdykloudy.in/blog/implementing-shift-left-for-terraform-an-introductory-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use and create custom Terraform Providers in a new collection of tutorials on HashiCorp Learn 🌟](https://developer.hashicorp.com/terraform/plugin/sdkv2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Configure Default Tags for AWS Resources 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Write Packer template for AWS](https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started-build-image) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [build5nines.com: Using AzAPI Terraform Provider Dynamic Properties Feature instead of jsonencode](https://build5nines.com/using-azapi-terraform-provider-dynamic-properties-feature-instead-of-jsonencode) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit chat app in AKS using Terraform](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study Guide](https://mattias.engineer/blog/2024/terraform-professional-chapter-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.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)** [youtube: Monitoring Jenkins with Grafana and Prometheus](https://www.youtube.com/watch?v=EWFJem7GUAc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [redhat.com: Ansible Essentials: Simplicity in Automation Technical Overview (Free Course) 🌟](https://www.redhat.com/en/services/training/au094-ansible-essentials-simplicity-automation-technical-overview) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your' Kubernetes Cluster 🌟](https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Architecture - Course Blueprint](https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blueprints/4338972) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [luke.geek.nz/azure: Azure Architecture - Solution Requirement Consideration Checklist](https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration-checklist) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [build5nines.com: Read and Write Azure Blob Storage with Javascript](https://build5nines.com/read-and-write-azure-blob-storage-with-javascript) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure SQL Managed Instance pools: new features](https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance-pools-new-features/4044688) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
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-  - **(2024)** [techcommunity.microsoft.com: Microsoft Fabric - Multi-Tenant Architecture](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric---multi-tenant-architecture/4119429) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
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-  - **(2024)** [AWS Perspective 🌟](https://docs.aws.amazon.com/solutions/workload-discovery-on-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cloud-arch-diagrams.md)*
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-  - **(2023)** [build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR Blocks, and Subnets](https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: How are Data Sources used?](https://build5nines.com/terraform-how-are-data-sources-used) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [build5nines.com: Terraform: Modules using Git Branch as Source](https://build5nines.com/terraform-modules-using-git-branch-as-source) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Split main.tf into seperate files](https://build5nines.com/terraform-split-main-tf-into-seperate-files) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [build5nines.com: Terraform: GitHub Actions Automated Deployment](https://build5nines.com/terraform-github-actions-automated-deployment) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [dev.to: Creating an EKS Cluster and Node Group with Terraform](https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [itnext.io: Build EKS cluster with Terraform 🌟](https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [platformwale.blog: Create Amazon EKS Cluster within its VPC using Terraform](https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: How to deploy a serverless website with Terraform](https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [numericaideas.com: Auto Scaling Group on AWS with Terraform](https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopscube.com: AWS Terraform Autoscaling Group With ALB Deployment Tutorial](https://devopscube.com/terraform-autoscaling-group) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive Guide](https://awsfundamentals.com/blog/aws-lambda-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: Deploying a Containerized App to ECS Fargate Using a Private ECR Repo & Terragrunt](https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with Terraform 🌟](https://learnkube.com/terraform-lke) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform](https://learnkube.com/kubernetes-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [cloudbuild.co.uk: Part 1: Terraform with Azure - How to install Terraform](https://cloudbuild.co.uk/how-to-install-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Import Existing Azure Resources into State (.tfstate)](https://build5nines.com/terraform-import-existing-azure-resources-into-state-tfstate) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [spacelift.io: Azure Terraform Export: Importing Resources with Aztfexport](https://spacelift.io/blog/azure-terraform-export) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure infrastructure into Terraform HCL](https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653) [GUIDE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloudtrooper.net: DRY Terraform code for Private Link and DNS](https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: What is Azure Private Link and How to Deploy with Terraform](https://build5nines.com/what-is-azure-private-link-and-how-to-deploy-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloud63.fr: Landing Zone networking using Terraform](https://blog.cloud63.fr/landing-zone-networking-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Deploying Hub-and-Spoke Network Topology in Microsoft Azure using Terraform](https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler](https://www.clickittech.com/devops/kubernetes-autoscaling) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [appsecengineer.com: Kubernetes Policy Management with Kyverno](https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2023)** [creately.com: A Step By Step Guide to Set KPIs for Team Members](https://creately.com/guides/how-to-set-kpis-for-team-members) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./project-management-methodology.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)** [A hybrid cloud-native DevSecOps pipeline with JFrog Artifactory and GKE on-prem 🌟](https://docs.cloud.google.com/architecture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2022)** [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory](https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
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-  - **(2022)** [terraform.collabnix.com](https://collabnix.github.io/terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
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-  - **(2022)** [about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel, or out of order](https://about.gitlab.com/blog/basics-of-gitlab-ci-updated) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
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-  - **(2022)** [Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos](https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
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-  - **(2022)** [freecodecamp.org: How to Make Your Enterprise Kubernetes Environment Secure, Efficient, and Reliable](https://www.freecodecamp.org/news/make-your-kubernetes-environment-secure-efficient-reliable) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [devopscube.com: 10 Key Considerations for Kubernetes Cluster Design & Setup 🌟](https://devopscube.com/key-considerations-kubernetes-cluster-design-setup) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: How etcd works with and without Kubernetes](https://learnkube.com/etcd-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes](https://learnkube.com/scaling-celery-rabbitmq-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [mattias.engineer/courses/kubernetes: Certified Kubernetes Application Developer (CKAD)](https://mattias.engineer/courses/kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [youtube: GitOps for infrastructure using GitHub and Terraform Cloud 🌟](https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [acloudguru.com: How to use Terraform outputs and inputs](https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [acloudguru.com: Securing your multi-cloud Terraform pipelines with policy-as-code](https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.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)** [itnext.io: My Journey to HashiCorp Certified: Terraform Associate](https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [OpenShift Registry & Quay](https://nubenetes.com/registries/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [developer.okta.com: Build REST APIs and Native Java Apps with Helidon](https://developer.okta.com/blog/2022/01/06/native-java-helidon) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster Security for Kubernetes](https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2022)** [freecodecamp.org: What is Git? A Beginner's Guide to Git Version Control](https://www.freecodecamp.org/news/what-is-git-learn-git-version-control) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022 - Best of Lot](https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide](https://www.freecodecamp.org/news/practical-git-and-git-workflows) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [simplilearn.com: How to Resolve Merge Conflicts in Git?](https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: DevOps with GitLab CI Course 🌟](https://www.freecodecamp.org/news/devops-with-gitlab-ci-course) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting](https://www.testmo.com/guides/gitlab-ci-test-automation) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.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)** [build5nines.com: How to Determine URL a Local Git Repository was Originally Cloned From](https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [dev.to: How to Use Git Stash Command](https://dev.to/mwafrika/how-to-use-git-stash-command-22bk) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitkraken.com: How do you rename a Git branch?](https://www.gitkraken.com/learn/git/problems/rename-git-branch) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Checkout Remote Branch Tutorial](https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch to Origin](https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into One Commit](https://www.freecodecamp.org/news/git-squash-commits) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [opensource.com: My guide to understanding Git rebase -i](https://opensource.com/article/22/4/manage-git-commits-rebase-i-command) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners 🌟](https://www.freecodecamp.org/news/git-and-github-for-beginners) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo](https://www.harness.io/blog/helm-chart-repo) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [boxunix.com: Developer’s Guide to Writing a Good Helm Chart](https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD](https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [youtube: From Code to Cloud: Quality Kubernetes Deployments with Monokle' | Cloud Native Islamabad](https://www.youtube.com/watch?v=7IFAg782pf8) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [arinco.com.au: Awesome Azure Policy Chapter 1](https://arinco.com.au/blog/awesome-azure-policy-chapter-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [arinco.com.au: Awesome Azure Policy Chapter 2](https://arinco.com.au/blog/awesome-azure-policy-chapter-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [cloud.redhat.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator](https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [openshift.com: How to Monitor Openshift 4.x with Zabbix using Prometheus - Part 2](https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(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€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word Document](https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions](https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [r-bloggers.com: How to use R Markdown (part one)](https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one) [COMMUNITY-TOOL] [GUIDE] [R CONTENT] β€” *Go to [Section](./mkdocs.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)** [Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3](https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-storage.md)*
-  - **(2022)** [spacelift.io: Kubernetes Persistent Volumes – Tutorial and Examples](https://spacelift.io/blog/kubernetes-persistent-volumes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.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)*
-  - **(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)*
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-  - **(2022)** [harness.io: Tutorial: How to Use the New Vault Agent Integration Method With Harness](https://www.harness.io/blog/vault-agent-secrets-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using Vault Agent](https://devopscube.com/vault-agent-injector-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security with Hashicorp Vault in 5 Minutes 🌟](https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial 🌟](https://devopscube.com/vault-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [hmaslowski.com: macOS Security hardening with Microsoft Intune](https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [stacksimplify.com: AWS ALB Ingress Service - Basics 🌟](https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [k21academy.com: Azure Kubernetes Service & Azure Container Instances For Beginners 🌟](https://k21academy.com/azure-cloud/azure-container-instances-and-kubernetes-service) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh 🌟](https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon EFS](https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Autoprovisioning NFS volumes in EKS with CDK](https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters using private NAT gateways](https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Eliminate Kubernetes node scaling lag with pod priority and over-provisioning](https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using Flux](https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a Statefulset on AKS](https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation & Scripts 🌟🌟](https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent 🌟](https://grafana.com/blog/scrape-azure-metrics-and-monitor-aks-using-grafana-agent) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [youtube: Create a Jenkins Pipeline on Kubernetes with CI/CD Pipeline Template in KubeSphere](https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere) [GUIDE] [LEGACY] [GROOVY/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [datree.io: EKS 1.22 Upgrade Tutorial](https://www.datree.io/resources/eks-1-22-upgrade-tutorial) [GUIDE] [LEGACY] β€” *Go to [Section](./kubernetes-releases.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)** [linuxteck.com: 15 basic useful firewall-cmd commands in Linux](https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [rexegg.com: Regex Syntax Tricks](https://www.rexegg.com/regex-tricks.php) [COMMUNITY-TOOL] [GUIDE] [REGEX CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [pement.org: Over 100 sed one-liners](https://www.pement.org/sed/sed1line.txt) [COMMUNITY-TOOL] [GUIDE] [SED CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [opensource.com: Record your terminal session with Asciinema](https://opensource.com/article/22/1/record-terminal-session-asciinema) [COMMUNITY-TOOL] [GUIDE] [PYTHON 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)** [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)** [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)*
-  - **(2022)** [igoroseledko.com: Checking Multiple Variables in Bash](https://www.igoroseledko.com/checking-multiple-variables-in-bash) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [Introduction to Bash Scripting Interactive training](https://ebook.bobby.sh/training.html) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: Bash scripting: How to read data from text files](https://www.redhat.com/en/blog/data-text-files) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [datafix.com.au: BASHing data - Data ops on the Linux command line 🌟](https://datafix.com.au/BASHing) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: 5 scripts for getting started with the Nmap Scripting Engine](https://www.redhat.com/en/blog/nmap-scripting-engine) [COMMUNITY-TOOL] [GUIDE] [LUA CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: How to customize VM and cloud images with guestfish](https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.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)*
-  - **(2022)** [devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker](https://devtron.ai/blog/cmd-and-entrypoint-differences) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [codeproject.com: How to Create an Image in Docker using Python](https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples](https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [makeuseof.com: 11 Useful Python One-Liners You Must Know](https://www.makeuseof.com/useful-python-one-liners-you-must-know) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Dictionary – How to Perform CRUD Operations on dicts in Python](https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: python dictionary methods explanation and visualization](https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [codesolid.com: Python Lists for Beginners: A Complete Lesson With Exercises 🌟](https://codesolid.com/python-lists) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com: Building Lists With Python's .append()](https://realpython.com/courses/building-lists-with-python-append) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python List .remove() - How to Remove an Item from a List in Python](https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from-a-list-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Create a List in Python – Lists in Python Syntax](https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python For Loop - For i in Range Example](https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Use *args and **kwargs in Python](https://www.freecodecamp.org/news/args-and-kwargs-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [mishrapartha.blogspot.com: A Beginner’s Guide to Python for Data Science - Part 5 Adding Comments in Python](https://mishrapartha.blogspot.com/2022/11/a-beginners-guide-to-python-for-data_19.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [towardsdatascience.com: Master Class Inheritance in Python 🌟](https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Attributes – Class and Instance Attribute Examples](https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [testdriven.io: Clean Code in Python](https://testdriven.io/blog/clean-code-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Requests – How to Interact with Web Services using Python](https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: How to Identify a Deadlock in Python](https://superfastpython.com/thread-deadlock-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [notia.ai: Building an authenticated Python CLI](https://www.notia.ai/articles/building-an-authenticated-python-cli) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [morioh.com: How to create Google Map in Python using Gmaps](https://morioh.com) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [realpython.com: How to Get a List of All Files in a Directory With Python](https://realpython.com/get-all-files-in-directory-python) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [freecodecamp.org: How to Dockerize a Flask Application](https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: FastAPI Course – Code APIs Quickly](https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [redhat.com: Writing and unit testing a Python application to query the RPM database](https://www.redhat.com/en/blog/query-rpm-database-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Set Up a Virtual Environment in Python – And Why It's Useful](https://www.freecodecamp.org/news/how-to-setup-virtual-environments-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [devopscube.com: Python For DevOps: Guide for DevOps Engineers](https://devopscube.com/python-for-devops) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [blog.logrocket.com: How to build a blockchain from scratch with Go](https://blog.logrocket.com/build-blockchain-with-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - **(2022)** [learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available Kafka cluster on Kubernetes 🌟](https://learnkube.com/kafka-ha-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka 🌟](https://www.freecodecamp.org/news/apache-kafka-handbook) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [intellipaat.com: Difference between DBMS and RDBMS](https://intellipaat.com/blog/dbms-vs-rdbms-difference) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)** [percona.com: Autoscaling Databases in Kubernetes for MongoDB, MySQL, and PostgreSQL](https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
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-  - **(2022)** [intellipaat.com: SQL vs MySQL - Key Differences Between SQL and MySQL](https://intellipaat.com/blog/sql-vs-mysql-difference) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [cloud.google.com: To run or not to run a database on Kubernetes - What to consider](https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [cockroachlabs.com: Automated database operations with Terraform](https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: The Benefits and Drawbacks of DataOps in Practice](https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.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)** [youtube: Monitoring your k6 load test: how to install Grafana and Prometheus on a Kubernetes cluster](https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [lambdatest.com: Complete Guide To Access Forms In Selenium With Java](https://www.testmuai.com/blog/complete-guide-to-access-forms-in-selenium-with-java) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [dev.to: Using Selenium With Python in a Docker Container](https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
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-  - **(2022)** [octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy](https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [travis.media: Pulumi Tutorial: Automate Kubernetes Deployments and Operations with this Complete Guide](https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [adamtheautomator.com: Getting Started with AWS CodeDeploy](https://adamtheautomator.com/aws-codedeploy) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-devops.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-miscellaneous.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-miscellaneous.md)*
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-  - **(2022)** [grafana.com: How to use WebSockets to visualize real-time IoT data in Grafana](https://grafana.com/blog/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.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)*
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-  - **(2022)** [tealfeed.com: Kubernetes Audit Logs: Who created or deleted a namespace?](https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with Prometheus, Grafana, Loki and Komodor 🌟](https://anaisurl.com/full-tutorial-monitoring) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana, Prometheus and Loki](https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl 🌟](https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster Monitoring 🌟](https://adamtheautomator.com/prometheus-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [dev.to: Kubernetes TLS, Demystified 🌟](https://dev.to/otomato_io/possible-paths-2hfc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
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-  - **(2022)** [anaisurl.com: RBAC Explained with Examples 🌟](https://anaisurl.com/kubernetes-rbac) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to: Configure RBAC in Kubernetes Like a Boss](https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [youtube: Kubernetes RBAC Explained | Anton Putra 🌟](https://www.youtube.com/watch?v=iE9Qb8dHqWI) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem clusters | Daniele Polencic 🌟](https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [trstringer.com: Create a Basic Kubernetes Validating Webhook](https://trstringer.com/kubernetes-validating-webhook) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation](https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation](https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription](https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create IAM Role using CloudFormation](https://cloudkatha.com/how-to-create-iam-role-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [Accelerate infrastructure as code development with open source Former2](https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.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)*
-  - **(2021)** [blog.postman.com: First 5 Things to Try If You’re New to Postman](https://blog.postman.com/postman-first-5-things-to-try) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2021)** [devopscube.com: Become A DevOps Engineer in 2021: A Comprehensive Guide](https://devopscube.com/become-devops-engineer) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [howtoforge.com: How to create a Deployment in Kubernetes](https://www.howtoforge.com/create-a-deployment-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: Build a highly available Node.js application using Docker, NGINX and AWS ELB](https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT/SHELL CONTENT] β€” *Go to [Section](./demos.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)** [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)*
-  - **(2021)** [shipa.io: Deploying a real-world application on Kubernetes](https://shipa.io/a-real-world-application-deployment-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa](https://shipa.io/gitops) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [javatechonline.com: How To Deploy Spring Boot Application In Docker?](https://javatechonline.com/deploy-spring-boot-docker-spring-boot) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices for Cluster Setup 🌟](https://www.stackrox.io/blog/rancher-kubernetes-engine-security-part-1) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes](https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration](https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo](https://k21academy.com/terraform/terraform-automate-aws-vm) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS](https://adamtheautomator.com/terraform-and-aws-rds) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: CKS Exam Series #9 RBAC v2](https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnk8s.io/first-steps](https://learnkube.com/training) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trek10.com: Beginner's Guide to Using Terraform with AWS 🌟](https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [dev.to: Packer and Terraform with Immutable Infrastructure](https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure 🌟](https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [scalefactory.com: Failing faster with terraform](https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [prcode.co.uk: Connect Azure MySQL to Private Endpoint with Terraform](https://prcode.co.uk/2021/04/29/connect-azure-mysql-to-private-endpoint-with-terraform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [circleci.com: Infrastructure as Code, part 1: create a Kubernetes cluster with Terraform](https://circleci.com/blog/learn-iac-part1) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [rpadovani.com: How to make Terraform waiting for cloud-init to finish on EC2 without SSH](https://rpadovani.com/terraform-cloudinit) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [kubermatic.com: Bringing Your VMs to Kubernetes With KubeVirt](https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [youtube: How to Create a Bitbucket Cloud Branch Source Multibranch Pipeline in Jenkins](https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering Different Project Builds in the Same Repository](https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.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)** [linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands](https://linuxtechlab.com/ansible-tutorial-simple-commands) [COMMUNITY-TOOL] [GUIDE] [SHELL 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)*
-  - **(2021)** [youtube: Ansible Collections 🌟](https://www.youtube.com/watch?app=desktop&v=AXnDrGgLaF0&feature=share&ab_channel=RobertdeBock) [GUIDE] [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [PDF: Practical Ansible Testing with Molecule](https://www.redhat.com/en/ansible-collaborative) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [Distributed Load Testing on AWS 🌟](https://docs.aws.amazon.com/solutions/distributed-load-testing-on-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [freecodecamp.org: git config – How to Configure Git Settings to Improve Your Development Workflow](https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in Git](https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [split.io: Keystone Flags: Feature Flagging With Less Mess](https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [reflectoring.io: Feature Flags with Spring Boot](https://reflectoring.io/spring-boot-feature-flags) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support for OpenShift, DORA](https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift](https://docs.gitlab.com/runner/install/openshift.html) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.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)** [vadosware.io: Level 1 Automated K8S Deployments With GitLab CI](https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [community.ops.io: CI CD 101 with GitLab](https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [adamtheautomator.com: How to Manage GitHub Actions Environment Variables and Secrets](https://adamtheautomator.com/github-actions-environment-variables) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Build Your First JavaScript GitHub Action](https://www.freecodecamp.org/news/build-your-first-javascript-github-action) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub Workflow for Beginners](https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Use the .github Repository](https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [opensource.com: A practical guide to using the git stash command](https://opensource.com/article/21/4/git-stash) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Fix Merge Conflicts in Git](https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Deploy and Manage Gitlab Runners on Amazon EC2](https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: 10 Fun Things You Can Do With GitHub.dev 😎](https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: How to never type passwords when using Git](https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging](https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git and GitHub Series' Articles - The Complete Guides 🌟](https://dev.to/ifierygod/series/14420) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
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-  - **(2021)** [dev.to: Git and GitHub for beginners](https://dev.to/ericawanja/git-and-github-for-beginners-33a0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Introduction to Git and GitHub](https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub](https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs](https://shipit.dev/posts/k8s-operators-with-python-part-1.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [vivilearns2code.github.io: Writing Controllers For Kubernetes Resources](https://vivilearns2code.github.io/k8s/2021/03/11/writing-controllers-for-kubernetes-custom-resources.html) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [Kubernetes Kpt in The Wild: What it is and how to use it 🌟](https://labs.meanpug.com/kubernetes-kpt-in-the-wild) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [stackrox.io: Top 9 Open Source DevSecOps Tools for Kubernetes in 2021 🌟](https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes) [COMMUNITY-TOOL] [GUIDE] [HTML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [opensource.com: Migrate virtual machines to Kubernetes with this new tool' - forklift 🌟](https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [enterprisersproject.com: Kubernetes: 6 open source tools to put your cluster' to the test](https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [teacdmin.net: How To Enable Multiple RDP Sessions on Windows Server](https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [thomasmaurer.ch: How to check the available VM Sizes (SKUs) by Azure Region](https://www.thomasmaurer.ch/2021/02/how-to-check-the-available-vm-sizes-skus-by-azure-region) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Non-interactive logins: minimizing the blind spot](https://techcommunity.microsoft.com/blog/microsoftsentinelblog/non-interactive-logins-minimizing-the-blind-spot/2287932) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [returngis.net: ReplicaciΓ³n de blobs entre dos cuentas de Azure Storage en dos tenants diferentes](https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints](https://k21academy.com/azure-cloud/azure-rbac-vs-azure-policies-vs-azure-blueprints) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Azure Policy for Kubernetes releases support for custom policy](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [commandline.ninja: Video Intro to Secret Management with Powershell](https://commandline.ninja/video-intro-to-secret-management-with-powershell) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube: Azure PowerShell account management with Azure contexts | A Cloud Guru 🌟](https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [howtoforge.com: Network Policy in Kubernetes 🌟](https://www.howtoforge.com/kubernetes_network_policy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: CKAD Scenarios about Ingress and NetworkPolicy](https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: Installing Cilium on Kubernetes in a fast and efficient way](https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [stackrox.com: Kubernetes Networking Demystified: A Brief Guide](https://www.stackrox.io/blog/kubernetes-networking-demystified) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [dev.to: How to View Build Logs for GitHub Pages](https://dev.to/github/visualize-github-pages-build-logs-1mc1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./mkdocs.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)** [How to Build Sparse EBS Volumes for Fun and Easy Snapshotting](https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-storage.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)** [storj.io: Integrating Decentralized Cloud Storage with Duplicati](https://www.storj.io/cloud-object-storage) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [adamtheautomator.com: Effortless Storage Management With Kubernetes PVC 🌟](https://adamtheautomator.com/kubernetes-pvc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent storage solution](https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [kubermatic.com: Keeping the State of Apps 5: Introduction to Storage Classes](https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-storage-classes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Temporary Storage for Kubernetes Pods](https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes Volumes](https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [matthewpalmer.net: Filesystem vs Volume vs Persistent Volume 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime 🌟](https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [Digital Ocean: Kuberntes PVC ReadWriteMany access mode alternative](https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-access-mode-alternative) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux](https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2021)** [elconfidencial.com: ΒΏQuΓ© negociar en el acuerdo de teletrabajo? GuΓ­a prΓ‘ctica para empresas y empleados](https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [youtube: jfrog - Modern App Deployments: How to use NGINX and JFrog to Automate your Blue/Green deployments](https://www.youtube.com/watch?v=15CGdzfDlpQ&ab_channel=JFrog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline](https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters](https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [dev.to: Manage your secrets in Git with SOPS for Kubernetes 🌟](https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [DevSecOps – Static Analysis SAST with Jenkins Pipeline](https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [medium: Install Hashicorp Vault on Kubernetes using Helm - Part 1 |' Marco Franssen](https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [about.gitlab.com: How to secure your container images with GitLab and Grype](https://about.gitlab.com/blog/secure-container-images-with-gitlab-and-grype) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.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)*
-  - **(2021)** [freecodecamp.org: Authentication vs Authorization – What's the Difference?](https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager 🌟](https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [opensource.com: Sign and verify container images with this open source tool (sigstore)](https://opensource.com/article/21/12/sigstore-container-images) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [testdriven.io: Running Vault and Consul on Kubernetes](https://testdriven.io/blog/running-vault-and-consul-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets 🌟](https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Hardening Docker and Kubernetes with seccomp 🌟](https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [piotrminkowski.com: Vault on Kubernetes with Spring Cloud](https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [vcloud-lab.com: Create Azure Key Vault Certificates on Azure Portal and Powershell](https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [tryhackme.com: Metasploit: Introduction](https://tryhackme.com/room/metasploitintro) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts to ensure best practices using KubeLinter in Azure DevOps Pipeline](https://thomasthornton.cloud/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes Service](https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Kubernetes PVCs with EFS provisioner](https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisioner) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP traffic](https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud](https://www.stackrox.io/blog/eks-vs-gke-vs-aks-jan2021) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At Rest with AWS KMS](https://devoriales.com/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting VNET](https://azurecloudai.blog/verify.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Getting started with Amazon EKS Anywhere](https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
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-  - **(2021)** [developers.redhat.com: Build your own RPM package with a sample Go program to simplify installing, updating, or removing a piece of software](https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./linux.md)*
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-  - **(2021)** [opensource.com: Check Java processes on Linux with the jps command](https://opensource.com/article/21/10/check-java-jps) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./linux.md)*
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-  - **(2021)** [opensource.com: Get memory use statistics with this Linux command-line tool](https://opensource.com/article/21/10/memory-stats-linux-smem) [COMMUNITY-TOOL] [GUIDE] [PYTHON 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)*
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-  - **(2021)** [blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE](https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
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-  - **(2021)** [freecodecamp.org: Docker Cache – How to Do a Clean Image Rebuild and Clear Docker's Cache](https://www.freecodecamp.org/news/docker-cache-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
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-  - **(2021)** [thenewstack.io: How to Share Data Between Docker Containers](https://thenewstack.io/containers/how-to-share-data-between-docker-containers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [r-bloggers.com: Dockerizing Shiny Applications](https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [freecodecamp.org: Learn How to Deploy 12 Apps to AWS, Azure, & Google Cloud](https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [collabnix.com: The Ultimate Docker Tutorial for Automation Testing](https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./qa.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)** [39digits.com: How to sign your commits to GitHub using Visual Studio Code' on Windows 10 and WSL2 🌟](https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./visual-studio.md)*
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-  - **(2021)** [sureshdsk.dev: Check diff between two files in Python](https://sureshdsk.dev/check-diff-between-two-files-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [pythonsimplified.com: How to schedule Python scripts using schedule library](https://hewing.foliotek.me) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python Explained with Code Examples](https://www.freecodecamp.org/news/python-list-methods-append-vs-extend) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Dictionary Comprehension in Python – Explained with Examples 🌟](https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [treyhunner.com: How to flatten a list in Python](https://treyhunner.com/2021/11/how-to-flatten-a-list-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python Sets – Explained with Examples](https://www.freecodecamp.org/news/python-set-operations-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python Map Function – How to Map a List in Python 3.0, With Example Code](https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python String split() and join() Methods – Explained with Examples](https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [oxylabs.io: Python Web Scraping Tutorial: Step-By-Step](https://oxylabs.io/blog/python-web-scraping) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Python Microservices With gRPC 🌟](https://realpython.com/python-microservices-grpc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [kdnuggets.com: How To Build A Database Using Python](https://www.kdnuggets.com/2021/09/build-database-using-python.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [doppler.com: Using Environment Variables in Python for App Configuration 🌟](https://www.doppler.com/blog/environment-variables-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager](https://dashbird.io/blog/aws-secrets-manager-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [trstringer.com: Debug a Python Application Running in Kubernetes 🌟](https://trstringer.com/debug-python-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [returngis.net: Gestionar recursos de Kubernetes con Python](https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Work with SQL in Python Using SQLAlchemy and Pandas](https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python 🌟](https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [analyticsvidhya.com: Implementing ETL Process Using Python to Learn Data Engineering](https://www.analyticsvidhya.com/blog/2021/06/implementing-python-to-learn-data-engineering-etl-process) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Else-If in Python – Python If Statement Example Syntax](https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Evaluate Expressions Dynamically With Python eval() (Overview)](https://realpython.com/videos/python-eval-overview) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Creating a blockchain in 60 lines of Python](https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: You Don’t Need Sample Data, You Need Python Faker](https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Functional Programming in Python](https://realpython.com/courses/functional-programming-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [digitalocean.com: Building a REST API With Django REST Framework](https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-django-rest-framework) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [The Flask Mega-Tutorial: Now with Python 3 Support](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Getting Started with Flask and Docker](https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.adnansiddiqi.me: Create your first REST API in FastAPI 🌟](https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: How to SSH into a Docker Container – Secure Shell vs Docker Attach](https://www.freecodecamp.org/news/how-to-ssh-into-a-docker-container-secure-shell-vs-docker-attach) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Learn Algorithms and Data Structures in Python 🌟🌟](https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with Other Micro-services](https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [Single Message Transformations - The Swiss Army Knife of Kafka Connect](https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
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-  - **(2021)** [confluent.io: How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka](https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [Confluent.io: Intro to Apache Kafka: How Kafka Works 🌟](https://developer.confluent.io/what-is-apache-kafka) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control Center and Cluster Registry](https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture](https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [openshift.com: How to Orchestrate Data Pipelines with Applications Deployed on OpenShift](https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Improve your Kafka Connect builds of Debezium.](https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)](https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4 GA](https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg](https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [redhat.com: Using a schema registry to ensure data consistency between microservices](https://www.redhat.com/en/blog/schema-registry) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [daily.dev: Building a fault-tolerant event-driven architecture with Google Cloud, Pulumi and Debezium](https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2](https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.fr: Infrastructure Modernization with Google Anthos and Apache Kafka](https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache Kafka](https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison](https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kafka-tutorials.confluent.io: How to count messages in a Kafka topic](https://developer.confluent.io/confluent-tutorials/count-messages/ksql) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [phoenixnap.com: How to Set Up and Run Kafka on Kubernetes 🌟](https://phoenixnap.com/kb/kafka-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: Running Kafka on kubernetes for local development](https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client 🌟](https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [hackernoon.com: Database Vs Data Warehouse Vs Data Lake: A Simple Explanation](https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [red-gate.com: Designing Highly Scalable Database Architectures](https://www.red-gate.com/simple-talk/databases/sql-server/performance-sql-server/designing-highly-scalable-database-architectures) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [sqlshack.com: SQL Database on Kubernetes: Considerations and Best Practices 🌟](https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-practices) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [itnext.io: How to Run Databases in Kubernetes](https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [cloud.redhat.com: Simplifying Database Cloud Service Access](https://www.redhat.com/en/blog/simplifying-database-cloud-service-access) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: SQL LEFT JOIN – A Beginner’s Guide](https://vladmihalcea.com/sql-left-join) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: SQL JOIN USING – A Beginner’s Guide](https://vladmihalcea.com/sql-join-using) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner Join, Left Join, and Right Join](https://www.freecodecamp.org/news/sql-joins-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [gcreddy.com: SQL Step by Step Videos](https://www.gcreddy.com/2021/05/sql-step-by-step-videos.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)*
-  - **(2021)** [opensource.com](https://opensource.com/article/21/5/mysql-query-tuning) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [cloudbees.com: Introductory Handbook for Database Continuous Integration](https://www.cloudbees.com/blog/beginners-guide-to-continuous-integration-and-deployment) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [khalidabuhakmeh.com: Running SQL Server Queries In Docker](https://khalidabuhakmeh.com/running-sql-server-queries-in-docker) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [towardsdatascience.com: Practical Introduction to PostgreSQL](https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [opensource.com: An open source developer's guide to 12-Factor App methodology](https://opensource.com/article/21/11/open-source-12-factor-app-methodology) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud's first fully managed integration](https://grafana.com/blog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Grafana dashboards: A complete guide to all the different types you can build](https://grafana.com/blog/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(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€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: A beginner's guide to network monitoring with Grafana and Prometheus](https://grafana.com/blog/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes with Grafana Cloud](https://grafana.com/blog/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Video: How to build a Prometheus query in Grafana](https://grafana.com/blog/video-how-to-build-a-prometheus-query-in-grafana) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton 🌟](https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [opensource.com: Dynamic scheduling of Tekton workloads using Triggers](https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [developers.redhat.com: How to expose a WebSocket endpoint using Red Hat 3scale API Management](https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [aws.amazon.com: Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines](https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [Setting Up the Jenkins Plugin for AWS CodeDeploy](https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy) [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [dev.to: AWS App Runner : How to deploy containerized applications using App Runner](https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [itnext.io: AWS CDK for EKS β€” Handling Helm Charts](https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [aws.amazon.com: Operating Lambda: Understanding event-driven architecture – Part 1](https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [aws.amazon.com: Optimizing Lambda functions packaged as container images](https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda, CloudWatch Logs and Slack](https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(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€” *Go to [Section](./keptn.md)*
-  - **(2021)** [freecodecamp.org: Learn the Basics of Java Programming](https://www.freecodecamp.org/news/learn-the-basics-of-java-programming) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [freecodecamp.org: Advanced Object-Oriented Programming in Java – Full Book](https://www.freecodecamp.org/news/object-oriented-programming-in-java) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [freecodecamp.org: How to Write Unit Tests in Java](https://www.freecodecamp.org/news/java-unit-testing) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [devopscube.com: Podman Tutorial For Beginners: Step by Step Guides 🌟](https://devopscube.com/podman-tutorial-beginners) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [thenewstack.io: Tutorial: Host a Local Podman Image Registry 🌟](https://thenewstack.io/tutorial-host-a-local-podman-image-registry) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?](https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(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€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [rejupillai.com: Let’s Encrypt the Web (for free)](https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [Hands on your first Kubernetes secrets 🌟](https://www.theodo.com/en-uk/blog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #19: Manage app credentials using Kubernetes Secrets 🌟](https://millionvisit.blogspot.com/2021/07/kubernetes-for-developers-19-manage-app-credentials-using-Kubernetes-Secrets.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard](https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [dev.to/aurelievache: Understanding Istio: part 1 – Istio Components](https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [solo.io: Learn how to rate limit requests in Istio 🌟](https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [sysdig.com: How to monitor Istio, the Kubernetes service mesh](https://www.sysdig.com/blog/monitor-istio) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [about.gitlab.com: 3 Ways to approach GitOps 🌟](https://about.gitlab.com/blog/gitops-done-3-ways) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [ibm.com: Enable GitOps](https://www.ibm.com/garage) [GUIDE] [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [cloudonaut.io: Getting Started with Free Templates for AWS CloudFormation](https://cloudonaut.io/getting-started-with-aws-cf-templates) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [Use Git pre-commit hooks to avoid AWS CloudFormation errors](https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)*
-  - **(2021)** [murchie85.github.io: Installling minikube](https://murchie85.github.io/Kubernetes.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [dev.to: Install Docker on Windows (WSL) without Docker Desktop 🌟](https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2021)** [New digital course and lab: AWS Cloud Development Kit (CDK) Primer](https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-training.md)*
-  - **(2021)** [dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction, Architecture, Hands-On](https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers) [GUIDE] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2020)** [codeburst.io: getting started with kubernetes, deploy a docker container in 5 minutes](https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370) [COMMUNITY-TOOL] [GUIDE] [YAML/SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: Build a Kubernetes Minecraft server with Ansible's Helm modules](https://opensource.com/article/20/10/kubernetes-minecraft-ansible) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster](https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster) [COMMUNITY-TOOL] [GUIDE] [YAML 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)** [arnaudlheureux.io: Migrating Azure CAF landing zones to Terraform 0.13](https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13) [GUIDE] [LEGACY] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [cloud.redhat.com: A Guide to Ingress Controllers in OpenShift using IPI](https://www.redhat.com/en/blog/a-guide-to-ingress-controllers-in-openshift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: How to install CodeReady Workspaces in a restricted OpenShift 4 environment](https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift Pipelines](https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [kubernetes.dev: GitHub Workflow](https://www.kubernetes.dev/docs/guide/github-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: The Importance of Feature Flags in CI/CD](https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags](https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [infoworld.com: 5 devops use cases for developing with feature flags](https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag Lifecycle](https://www.cloudbees.com/blog/feature-flag-lifecycle) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [A Distributed Tracing Adventure in Apache Beam](https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [opensource.com: How to create a documentation site with Docsify and GitHub Pages](https://opensource.com/article/20/7/docsify-github-pages) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2020)** [thenewstack.io: A Guide to Running Stateful Applications in Kubernetes](https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [howtoforge.com: Storage in Kubernetes 🌟](https://www.howtoforge.com/storage-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [kylezsembery.com: Persistent Storage in Kubernetes](https://www.kylezsembery.com/persistent-storage-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim β€” an overview with examples](https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [devopstoolkitseries.com](https://www.devopstoolkitseries.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [tecmint.com: 20 Netstat Commands for Linux Network Management](https://www.tecmint.com/20-netstat-commands-for-linux-network-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [freecodecamp.org: The Linux Command Handbook 🌟](https://www.freecodecamp.org/news/the-linux-commands-handbook) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.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)** [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)** [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)** [adictosaltrabajo.com: CΓ³mo crear y desplegar microservicios con Spring Boot, Spring Cloud Netflix y Docker](https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [dev.to: Using VS Code to git rebase](https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [aigents.co: Data Structures and Python 🌟](https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2020)** [digitalocean.com: How To Create a Twitterbot with Python 3 and the Tweepy Library](https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: An Intro to Threading in Python](https://realpython.com/intro-to-python-threading) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: Discover Flask, Part 1 - Setting Up a Static Site](https://realpython.com/learning-paths/flask-by-example) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template](https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Build a data streaming pipeline using Kafka Streams and Quarkus](https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [tecmint: How to Install Apache Kafka in CentOS/RHEL 7](https://www.tecmint.com/install-apache-kafka-in-centos-rhel) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Capture database changes with Debezium Apache Kafka connectors](https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors) [COMMUNITY-TOOL] [GUIDE] 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)** [Build a simple cloud-native change data capture pipeline](https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and Maxwell's Daemon](https://www.infoq.com/articles/database-audit-system-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Low-code microservices orchestration with Syndesis](https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Change data capture for microservices without writing any code](https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [martinfowler.com: Data Mesh Principles and Logical Architecture](https://martinfowler.com/articles/data-mesh-principles.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: Data Mesh Principles and Logical Architecture Defined](https://www.infoq.com/news/2020/12/data-mesh-architecture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [towardsdatascience.com: Data Domains and Data Products](https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [vladmihalcea.com: A beginner’s guide to database multitenancy](https://vladmihalcea.com/database-multitenancy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [andrewlock.net: Running database migrations when deploying to Kubernetes 🌟](https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)** [tecmint.com: How to Setup High-Availability Load Balancer with β€˜HAProxy’ to Control Web Server Traffic](https://www.tecmint.com/install-haproxy-load-balancer-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [Tecmint.com: How to Setup HAProxy as Load Balancer for Nginx on CentOS 8](https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [opensource.com: Directing Kubernetes traffic with Traefik](https://opensource.com/article/20/3/kubernetes-traefik) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [digitalocean.com: How To Speed Up Static Web Pages with Varnish Cache Server on Ubuntu 20.04](https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2020)** [dev.to: HTTPS for Developers 🌟](https://dev.to/tiangolo/https-for-developers-1774) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./sre.md)*
-  - **(2020)** [developers.redhat.com: Getting started with the fabric8 Kubernetes Java client](https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client) [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [reply.com: Web Services: SOAP and REST - A Simple Introduction](https://www.reply.com/solidsoft-reply/en) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2020)** [dev.to: Rapid API Creation with AWS Amplify](https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2020)** [Using Amazon EFS for AWS Lambda in your serverless applications](https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [Deploy Machine Learning Pipeline on AWS Fargate](https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [digitalocean.com: How To Set Up an Elasticsearch, Fluentd and Kibana (EFK) Logging Stack on Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault 🌟](https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [youtube: Install and use Crunchy PostgreSQLfor OpenShift operator for simple todo app on OpenShift 🌟](https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [claydesk.com: Google Cloud App Engine Vs Red Hat OpenShift](https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [developers.redhat.com: Customizing OpenShift project creation 🌟](https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [developers.redhat.com: Testing memory-based horizontal pod autoscaling on OpenShift 🌟](https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [OpenShift 4 Resource Management](https://www.youtube.com/watch?v=JC_PB1yZcIc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [youtube: Jenkins Integration with Nexus](https://www.youtube.com/watch?v=qbO4MTESiJQ) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [youtube: uploading artifacts from jenkins to nexus](https://www.youtube.com/watch?v=7NmGSnqLd58) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop 🌟](https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker](https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(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) [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./angular.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)** [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [featureflags.io: Flags vs Branching](https://featureflags.io/feature-flags-vs-branching) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(2019)** [itnext.io: Getting Started with Docker: Facts You Should Know 🌟](https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2019)** [Red Hat Integration service registry](https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [developers.redhat.com: Decoupling microservices with Apache Camel and Debezium](https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh](https://martinfowler.com/articles/data-monolith-to-mesh.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [Install Red Hat 3scale and configure tenants with 7 simple commands](https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2019)** [enterprisersproject.com: How to explain Kubernetes Secrets in plain English 🌟](https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2019)** [certdepot.net: OpenShift Free available resources 🌟](https://www.certdepot.net/openshift-free-available-resources) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [techbeatly.com: How to create, increase or decrease project quota](https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [blog.openshift.com/: Stateful Workloads and the Two Data Center Conundrum](https://www.redhat.com/en/blog/stateful-workloads-and-the-two-data-center-conundrum) [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [blog.openshift.com/: From Templates to Openshift Helm Charts](https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.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)*
-  - **(2019)** [Take your Linux development experience in Windows to the next level with WSL and Visual Studio Code Remote](https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2018)** [Atlassian Git Cheatsheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2018)** [martinfowler.com: Serverless Architectures](https://martinfowler.com/articles/serverless.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./serverless.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)** [devopszone.info: An Introduction To Git-flow Workflow](https://www.devopszone.info/post/an-introduction-to-git-flow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [infoworld.com: Why aren’t you using feature flags?](https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [vadosware.io: Using Makefiles And Envsubst As An Alternative To Helm And' Ksonnet (deprecated)](https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [howdns.works](https://howdns.works) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2018)** [digitalocean.com: How To Code in Python 3 🌟](https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2018)** [webcodegeeks.com: Python Django Tutorial](https://www.webcodegeeks.com/python/python-django-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [Creando un API REST en Java (parte 1)](https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2018)** [blog.openshift.com/: Using OpenShift 3 on your **local environment** 🌟](https://blog.openshift.com/using-openshift-3-on-your-local-environment) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2018)** [blog.openshift.com/ - Kubernetes: A Pod’s Life 🌟](https://www.redhat.com/en/blog/kubernetes-pods-life) [DE FACTO STANDARD] [GUIDE] β€” *Go to [Section](./ocp3.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)*
-  - **(2018)** [Running an insecure registry –insecure-registry](https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2017)** [slideshare.net: CI/CD with Openshift and Jenkins 🌟](https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins) [GUIDE] [LEGACY] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2017)** [Simply Explained: OpenShift and Jenkins Pipelines](https://www.redhat.com/en/blog/jenkins-pipelines) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2017)** [trunkbaseddevelopment.com: Alternative Branching Models](https://trunkbaseddevelopment.com/alternative-branching-models) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2017)** [Installing and Configuring Django Web Framework with Virtual Environments in CentOS/Debian](https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2017)** [New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour](https://developer.amazon.com) [GUIDE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2017)** [Using WSL and MobaXterm to Create a Linux Dev Environment on Windows](https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2017)** [Setting Up Docker for Windows and WSL to Work Flawlessly](https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2016)** [aprendegit.com: git-flow: la rama develop y uso de feature branches](https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [thinkinglabs.io: Feature Branching considered Evil](https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [adictosaltrabajo.com: MonitorizaciΓ³n y anΓ‘lisis de rendimiento de aplicaciones con Dynatrace APM](https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace) [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2016)** [opensource.com: A Linux networking guide to CIDR notation and configuration - sipcalc 🌟](https://opensource.com/article/16/12/cidr-network-notation-configuration-linux) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2016)** [5 Tips to Boost the Performance of Your Apache Web Server](https://www.tecmint.com/apache-performance-tuning) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./networking.md)*
-  - **(2016)** [digitalocean.com: How To Use the Python Map Function 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2016)** [Create a GUI Application Using Qt and Python in Minutes: Example Web Browser](https://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2016)** [opensource.com: How to use Python to hack your Eclipse IDE](https://opensource.com/life/16/2/how-use-python-hack-your-ide) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [gist.github.com/JamesMGreene: A comparison of using `git flow` commands' versus raw `git` commands](https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2015)** [TaskBuster Django Tutorial, made with Django 1.8 and Python 3](https://www.marinamele.com/taskbuster-django-tutorial) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [Free eGuide: JVM Troubleshooting Guide](https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html) [GUIDE] [LEGACY] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2013)** [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2012)** [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2011)** [devroom.io: Git Squash your latests commits into one](https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2010)** [nvie.com: Feature Branches. A successful Git branching model](https://nvie.com/posts/a-successful-git-branching-model) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [golang-design/history](https://github.com/golang-design/history) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [Golang for Node.js Developers](https://github.com/miguelmota/golang-for-nodejs-developers) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [The Ultimate Go Study Guide](https://github.com/hoanhan101/ultimate-go) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [go.dev: A new search experience on pkg.go.dev](https://go.dev/blog/pkgsite-search-redesign) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [quii/learn-go-with-tests](https://github.com/quii/learn-go-with-tests) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Getting started with Go-Lang](https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to/mavensingh: Advantages and Disadvantages of Go](https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Getting Started With Go (golang) | Michael Levan](https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Deploying Your First Golang Webapp](https://dev.to/heroku/deploying-your-first-golang-webapp-11b3) [GUIDE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Rate limiting HTTP requests in Go using Redis](https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Understanding and Crafting HTTP Middlewares in Go](https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Create a Restful API with Golang from scratch 🌟](https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2) [ENTERPRISE-STABLE] [GUIDE] [ES CONTENT] β€” *Go to [Section](./golang.md)*
-  - [developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise' Linux](https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟](https://github.com/luk4z7/go-concurrency-guide) [COMMUNITY-TOOL] [GUIDE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [developer.okta.com: Elasticsearch in Go: A Developer's Guide](https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [thenewstack.io: Getting Started with Go and InfluxDB](https://thenewstack.io/getting-started-with-go-and-influxdb) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [blog.logrocket.com: Building a simple app with Go and PostgreSQL](https://blog.logrocket.com/building-simple-app-go-postgresql) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [itnext.io: Go Does Not Need a Java Style GC](https://itnext.io/go-does-not-need-a-java-style-gc-ac99b8d26c60) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity](https://www.aihr.com/blog/chatgpt-prompts-for-hr) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./chatgpt.md)*
-  - [itnext.io: K8sGPT + LocalAI: Unlock Kubernetes superpowers for free!](https://itnext.io/k8sgpt-localai-unlock-kubernetes-superpowers-for-free-584790de9b65) [ENTERPRISE-STABLE] [GUIDE] β€” *Go to [Section](./chatgpt.md)*
 
+*... and 1048 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -3711,16 +591,16 @@
 ## Case Study
 
 

-Click to view 115 resources under Case Study
+Click to view top 100 of 115 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](./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)*
+  - **(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)*
   - **(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](./istio.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)*
+  - **(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](./customer.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)*
@@ -3731,8 +611,8 @@
   - **(2016)** [**nylas.com: Profiling Python in Production**](https://www.nylas.com/blog/performance) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
   - **(2022)** [sdtimes.com: Low code cuts down on dev time, increases testing headaches](https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
   - **(2020)** [gitkraken.com: DevOps Tools Report 2020 🌟](https://www.gitkraken.com/reports/devops-report-2020) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2018)** [phauer.com: Why I Moved Back from Gradle to Maven](https://phauer.com/2018/moving-back-from-gradle-to-maven) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
   - **(2018)** [Traditional database replication drawbacks](https://www.nuodb.com/blog/replication-is-it-easy) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
+  - **(2018)** [phauer.com: Why I Moved Back from Gradle to Maven](https://phauer.com/2018/moving-back-from-gradle-to-maven) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
   - **(2021)** [cloud.google.com: State of DevOps 2021 🌟](https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
   - **(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€” *Go to [Section](./lowcode-nocode.md)*
   - **(2020)** [infoq.com: Puppet Releases Its 2020 State of DevOps Report 🌟](https://www.infoq.com/news/2020/11/2020-devops-report) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
@@ -3748,32 +628,31 @@
   - **(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)** [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)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.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)** [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)** [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)** [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)*
+  - **(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)** [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)*
   - **(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)** [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)** [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)** [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)** [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)** [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)** [about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity](https://about.gitlab.com/blog/using-run-parallel-jobs) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.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)** [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)** [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)** [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)** [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)*
-  - **(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)*
+  - **(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)*
   - **(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)** [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)** [kube.careers: Kubernetes jobs market (Q2 2021)](https://kube.careers/report-2021-q2) [CASE STUDY] [EMERGING] β€” *Go to [Section](./kubernetes.md)*
@@ -3782,53 +661,40 @@
   - **(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)** [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)** [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)** [cloudbees.com: Jenkins Pipeline with Plugins](https://www.cloudbees.com/whitepapers/jenkins-pipeline-plugins) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.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)** [weave.works: Hardening Git for GitOps (white paper)](https://go.weave.works/hardening-git-for-gitops.html) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
+  - **(2021)** [weave.works: Case Study: National Australia Bank Decreases Operational Overhead with GitOps](https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.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)** [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)** [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)** [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)** [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-monitoring.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)** [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)** [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)** [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)** [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)** [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)*
-  - **(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)** [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)** [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)** [weave.works: Hardening Git for GitOps (white paper)](https://go.weave.works/hardening-git-for-gitops.html) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Case Study: National Australia Bank Decreases Operational Overhead with GitOps](https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.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)** [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-monitoring.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)*
-  - **(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)*
-  - **(2020)** [cloudbees.com: what is jenkins-x](https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [infoq.com: The Defense Department's Journey with DevSecOps](https://www.infoq.com/news/2020/06/defense-department-devsecops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [snyk.io: The State of Open Source Security 2020](https://snyk.io/articles/open-source-security) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟](https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf) [CASE STUDY] [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon RDS](https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Event streaming and data federation: A citizen integrator’s story](https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
   - **(2020)** [weave.works: Automating Kubernetes with GitOps (whitepaper) 🌟](https://go.weave.works/automating-kubernetes-with-gitops-wp.html) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [claydesk.com: Google Cloud App Engine Vs Red Hat OpenShift](https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [engineering.prezi.com: How to avoid global outage β€” Seamlessly migrating DaemonSet labels](https://engineering.prezi.com/intro-4727024fc2c1) [CASE STUDY] [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [serverless.com: Why we switched from docker to serverless](https://www.serverless.com/blog/why-we-switched-from-docker-to-serverless) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2019)** [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [aws.amazon.com: Trainline Case Study](https://aws.amazon.com/solutions/case-studies) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2019)** [smartbear.com: The State of API 2019 Report 🌟](https://smartbear.com/resources/all) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2019)** [blog.openshift.com/: How to survive an outage and live to tell about it!](https://www.redhat.com/en/blog/metro-area-openshift-stretch-cluster-how-to-survive-an-outage-and-live-to-tell-about-it) [CASE STUDY] [ENTERPRISE-STABLE] β€” *Go to [Section](./ocp3.md)*
-  - **(2018)** [OpenShift and Network Security Zones: Coexistence Approaches 🌟🌟🌟](https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence-approaches) [CASE STUDY] [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(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) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [paulhammant.com: Microsoft's Trunk-Based Development](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - [datastation.multiprocess.io: Speeding up Go's builtin JSON encoder up to' 55% for large arrays of objects](https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html) [CASE STUDY] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./golang.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)*
+  - **(2020)** [aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟](https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf) [CASE STUDY] [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2020)** [infoq.com: The Defense Department's Journey with DevSecOps](https://www.infoq.com/news/2020/06/defense-department-devsecops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
 
+*... and 15 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -3838,39 +704,57 @@
 ## Community-Tool
 
 

-Click to view 11241 resources under Community-Tool
+Click to view top 100 of 11241 resources under Community-Tool
 
-  - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)*
   - **(2026)** [Checkmarx/kics](https://github.com/Checkmarx/kics) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [github.com/openshift/hive](https://github.com/openshift/hive) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [Dash Cheat Sheets](https://kapeli.com/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [twitch.tv/redhatopenshift](https://www.twitch.tv/redhatopenshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.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)*
+  - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2026)** [syntasso/kratix](https://github.com/syntasso/kratix) 🌟🌟🌟 [COMMUNITY-TOOL] [GO 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)** [github.com/komodorio/validkube](https://github.com/komodorio/validkube) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT 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)** [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)** [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/Azure/azqr](https://github.com/Azure/azqr) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./azure.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)*
+  - **(2026)** [Smartcar API for BMW](https://smartcar.com/brand/bmw) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [rapidapi.com/collection/car-api](https://rapidapi.com/collection/car-api) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [openbankingtracker.com](https://www.openbankingtracker.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [TSB API Developer Portal](https://apis.developer.tsb.co.uk) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [Cecabank API Market](https://apimarket.cecabank.es) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [Open Insurance](https://openinsurance.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
+  - **(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)** [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/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./jenkins-alternatives.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/Azure/azqr](https://github.com/Azure/azqr) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./azure.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)** [github.com/rancherfederal/rke2-aws-tf](https://github.com/ranchergovernment/rke2-aws-tf) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.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)*
+  - **(2026)** [freecodecamp.org: Increase Your VS Code Productivity](https://www.freecodecamp.org/news/increase-your-vs-code-productivity) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [blog.logrocket.com: Top 10 VS Code extensions for 2021](https://blog.logrocket.com/top-10-vs-code-extensions-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [dev.to: VS Code extensions to increase your Productivity](https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [Codey Midnight Theme](https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [1984 Theme](https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [dev.to/gitlive: GitLive now works with any Git repository in VS Code!](https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
+  - **(2026)** [c-sharpcorner.com: The Best VS Code Extensions To Supercharge Git](https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
+  - **(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)** [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)** [twitch.tv/redhatopenshift](https://www.twitch.tv/redhatopenshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [github.com/openshift/hive](https://github.com/openshift/hive) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.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)*
@@ -3887,49 +771,19 @@
   - **(2026)** [tecmint.com: vtop – A Linux Process and Memory Activity Monitoring Tool](https://www.tecmint.com/vtop-monitor-linux-process-usage) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
   - **(2026)** [linuxtechlab.com: Search a file in Linux using Find & Locate command](https://linuxtechlab.com/search-a-file-in-linux-using-find-locate-command) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
   - **(2026)** [tecmint.com: 10 Useful Commands to Collect System and Hardware Information in Linux](https://www.tecmint.com/commands-to-collect-system-and-hardware-information-in-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.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)*
-  - **(2026)** [freecodecamp.org: Increase Your VS Code Productivity](https://www.freecodecamp.org/news/increase-your-vs-code-productivity) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [blog.logrocket.com: Top 10 VS Code extensions for 2021](https://blog.logrocket.com/top-10-vs-code-extensions-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [dev.to: VS Code extensions to increase your Productivity](https://dev.to/harishash/vs-code-extensions-to-increase-your-productivity-eeb) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [Codey Midnight Theme](https://marketplace.visualstudio.com/items?itemName=salesforce.codey-midnight) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [1984 Theme](https://marketplace.visualstudio.com/items?itemName=juanmnl.vscode-theme-1984) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [dev.to/gitlive: GitLive now works with any Git repository in VS Code!](https://dev.to/gitlive/gitlive-now-works-with-any-git-repository-in-vs-code-304o) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [c-sharpcorner.com: The Best VS Code Extensions To Supercharge Git](https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-to-supercharge-git) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(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)** [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)*
-  - **(2026)** [Smartcar API for BMW](https://smartcar.com/brand/bmw) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [rapidapi.com/collection/car-api](https://rapidapi.com/collection/car-api) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [openbankingtracker.com](https://www.openbankingtracker.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [TSB API Developer Portal](https://apis.developer.tsb.co.uk) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Cecabank API Market](https://apimarket.cecabank.es) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Open Insurance](https://openinsurance.io) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(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)** [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)** [github.com/openshift/pipelines-tutorial](https://github.com/openshift/pipelines-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./jenkins-alternatives.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)*
+  - **(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)** [howtodoinjava.com/maven](https://howtodoinjava.com/maven) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
   - **(2025)** [github.com/KusionStack/kusion](https://github.com/KusionStack/kusion) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2025)** [Free Kubernetes 🌟🌟](https://github.com/learnk8s/free-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
   - **(2025)** [gravitydevops.com: Terraform: A Step-by-Step Guide from Basics to Advanced Techniques](https://gravitydevops.com/terraform-tutorials-basic-to-advanced-2025) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [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)** [intellipaat.com: GIT Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [SQL Police Department](https://sqlpd.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.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)** [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)** [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)** [resmoio/kubernetes-event-exporter](https://github.com/resmoio/kubernetes-event-exporter) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
@@ -3937,11151 +791,23 @@
   - **(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)** [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](./azure.md)*
+  - **(2025)** [Awesome CI/CD 🌟](https://github.com/cicdops/awesome-ciandcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./cicd.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)** [intellipaat.com: GIT Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/git-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.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)** [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)** [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)** [iximiuz/cdebug](https://github.com/iximiuz/cdebug) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [Nexus Platform Plugin for Jenkins](https://help.sonatype.com/en/sonatype-platform-plugin-for-jenkins.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./registries.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)*
-  - **(2024)** [qvault.io: How to Restart All Pods in a Kubernetes Namespace](https://www.boot.dev) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0](https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [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)*
-  - **(2024)** [cycloidio/inframap: Inframap 🌟](https://github.com/cycloidio/inframap) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/idoavrah/terraform-tui: TFTUI - The Terraform textual UI](https://github.com/idoavrah/terraform-tui) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/cloudposse/atmos](https://github.com/cloudposse/atmos) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [Terraspace.cloud](https://terraspace.cloud) 🌟🌟🌟 [COMMUNITY-TOOL] [RUBY 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)** [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)*
-  - **(2024)** [freecodecamp.org: API Cheatsheet – What is an API, How it Works, and How to Choose the Right API Testing Tools 🌟](https://www.freecodecamp.org/news/what-is-an-api-and-how-to-test-it) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [edureka.co: Ansible Cheat Sheet – A DevOps Quick Start Guide](https://www.edureka.co/blog/cheatsheets/ansible-cheat-sheet-guide) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [fosstechnix.com: Ansible ad hoc commands with Examples](https://www.fosstechnix.com/ansible-ad-hoc-commands-with-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [searchitoperations.techtarget.com: Terraform cheat sheet: Notable commands, HCL and more](https://www.techtarget.com/searchitoperations/tip/Terraform-cheat-sheet-Notable-commands-HCL-and-more) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [cheatography.com](https://cheatography.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [manz.dev/cheatsheets](https://manz.dev/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [mirantis.com: Kubernetes Cheat Sheet 🌟](https://www.mirantis.com/blog/kubernetes-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dockerlabs.collabnix.com: Cheatsheet - Kubectl 🌟](https://dockerlabs.collabnix.com/kubernetes/cheatsheets/kubectl.html) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [intellipaat.com 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/kubernetes-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dockerlabs.collabnix.com: The Ultimate Docker Cheat Sheet 🌟](https://dockerlabs.collabnix.com/docker/cheatsheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [intellipaat.com: Docker Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/docker-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [linuxhandbook.com: Docker Commands for Managing Container Lifecycle (Definitive Guide)](https://linuxhandbook.com/container-lifecycle-docker-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dev.to: Docker Commands Cheat Sheet | Pragyan Tripathi](https://dev.to/pragyanatvade/docker-commands-cheat-sheet-47n4) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [geeksforgeeks.org: Essential Git Commands 🌟](https://www.geeksforgeeks.org/git/essential-git-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [joshnh/Git-Commands 🌟](https://github.com/joshnh/Git-Commands/blob/master/README.md) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dev.to: Git Commands Cheatsheet: Advanced (20+ Git Commands Advanced )](https://dev.to/aashiya123/git-commands-cheatsheet-advanced-20-git-commands-advanced--35i3) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dev.to: Git Cheat Sheet πŸ“„ (50 commands + Free PDF and poster)](https://dev.to/doabledanny/git-cheat-sheet-50-commands-free-pdf-and-poster-4gcn) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [dev.to: 20 Git Commands That Will Make You a Version Control Pro](https://dev.to/devland/20-git-commands-that-will-make-you-a-version-control-pro-149p) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [opensource.com: Linux Parted cheat sheet](https://opensource.com/downloads/parted-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [CloudBees Disk Usage Simple](https://plugins.jenkins.io/cloudbees-disk-usage-simple) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Configuration Slicing](https://plugins.jenkins.io/configurationslicing) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [performance-plugin](https://github.com/jenkinsci/performance-plugin) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Extensible Choice Parameter](https://plugins.jenkins.io/extensible-choice-parameter) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Pipeline as YAML (Incubated) 🌟](https://plugins.jenkins.io/pipeline-as-yaml) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [github.com/piomin/spring-boot-logging](https://github.com/piomin/spring-boot-logging) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [Kodiak](https://kodiakhq.com) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [shipwright-io/build: shipwright](https://github.com/shipwright-io/build) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [kubernetes-reflector](https://github.com/emberstack/kubernetes-reflector) 🌟🌟🌟 [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/jthomperoo: Predictive Horizontal Pod Autoscaler](https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [KubeView 🌟](https://github.com/benc-uk/kubeview) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Azure/placement-policy-scheduler-plugins](https://github.com/Azure/placement-policy-scheduler-plugins) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Metacontroller](https://github.com/metacontroller/metacontroller) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [omrikiei/ktunnel ⭐](https://github.com/omrikiei/ktunnel) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [journeyofthegeek.com: Azure Authorization – Azure RBAC Delegation](https://journeyofthegeek.com/2024/05/10/azure-authorization-azure-rbac-delegation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Permissions 101: How to manage Azure access effectively](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/azure-permissions-101-how-to-manage-azure-access-effectively/4067468) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [linkedin.com/pulse: No Credentials, No Problem - using Azure Managed Identity](https://www.linkedin.com/pulse/credentials-problem-using-azure-managed-identity-dimitar-iliev--wzzaf) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [acethecloud.com: Which is better Azure App Gateway or Nginx configured on Azure VMs](https://acethecloud.com/blog/azure-application-gateway-and-nginx-on-vm) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.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)*
-  - **(2024)** [github.com/azure/fleet](https://github.com/azure/fleet) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [blog.johnfolberth.com: Resources and posts for those figuring out DevOps in Azure](https://blog.johnfolberth.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [blog.sonnes.cloud: Introducing Azure DevOps Backup Tool 1.1.0.0: Major update with new features, bug fixes and enhanced security!](https://blog.sonnes.cloud/introducing-azure-devops-backup-tool-1-1-0-0-major-update-with-new-features-bug-fixes-and-enhanced-security) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [DevOpsKit-docs](https://github.com/azsk/DevOpsKit-docs) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [azure.github.io/AppService: General availability of Diagnostics tools for App Service on Linux Node.js apps](https://azure.github.io/AppService/2024/01/05/Diagnose-Tools-for-NodeJs-Linux-apps.html) 🌟🌟🌟 [COMMUNITY-TOOL] [NODE.JS CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Network Node Manager](https://github.com/kakao/network-node-manager) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2024)** [Traffic Director overview](https://docs.cloud.google.com/service-mesh/docs) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2024)** [k3s_hetzner](https://gitlab.com/k3s_hetzner/k3s_hetzner) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2024)** [pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel](https://github.com/pyxll/pyxll-jupyter) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [gabbi - Declarative HTTP testing library pypi](https://pypi.python.org/pypi/gabbi) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [github.com/mittwald/kube-httpcache](https://github.com/mittwald/kube-httpcache) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2024)** [piotrminkowski.com: Getting Started with Backstage](https://piotrminkowski.com/2024/06/13/getting-started-with-backstage) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2024)** [piotrminkowski.com: Backstage on Kubernetes](https://piotrminkowski.com/2024/06/28/backstage-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Pricing: How to navigate Azure pricing options and resources 🌟](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-navigate-azure-pricing-options-and-resources/4166276) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Pricing: How to estimate Azure project costs 🌟](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-pricing-how-to-estimate-azure-project-costs/4166297) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [Intoduction to Kubernetes (slides, beginners and advanced)](https://docs.google.com/presentation/d/1zrfVlE5r61ZNQrmXKx5gJmBcXnoa_WerHEnTxu5SMco/edit) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [dev.to: Let's Learn Kubernetes Series' Articles](https://dev.to/pghildiyal/series/14818) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [youtube: Kubernetes Pods and ReplicaSets explained](https://www.youtube.com/playlist?list=PLy0Gle4XyvbGhGpX0CXAuiEsfL-MD-rND) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [youtube playlist: Thetips4you - Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?app=desktop&list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2024)** [github.com/mercedes-benz](https://github.com/mercedes-benz) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./customer.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)** [geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol](https://www.geeksforgeeks.org/computer-networks/basics-of-soap-simple-object-access-protocol) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.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)** [Kubestack: Terraform GitOps Framework 🌟](https://www.kubestack.com) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./gitops.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)** [k8studio.io/blogs: K8studio vs. Lens vs. K9s 🌟](https://k8studio.io/blogs/k8studio-vs-lens-kubernetes-ide) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2024)** [getseabird.github.io 🌟](https://getseabird.github.io) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST 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)** [loft.sh: Kubernetes Monitoring Dashboards - 5 Best Open-Source Tools](https://www.vcluster.com/blog/kubernetes-monitoring-dashboards-5-best-open-source-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.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)*
-  - **(2024)** [learn.chef.io](https://www.chef.io/training/tutorials) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [RUBY CONTENT] β€” *Go to [Section](./chef.md)*
-  - **(2023)** [github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go -' myapp 🌟](https://github.com/learning-cloud-native-go/myapp) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.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)** [Salaboy/From Monolith to K8s](https://github.com/Salaboy/from-monolith-to-k8s) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA 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)** [thenewstack.io: The State of Kubernetes: Key Challenges and the Role of AI](https://thenewstack.io/the-state-of-kubernetes-key-challenges-and-the-role-of-ai) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubectl-cost](https://github.com/kubecost/kubectl-cost) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.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)** [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)*
-  - **(2023)** [build5nines.com: Terraform: How to Join and Split Strings](https://build5nines.com/terraform-how-to-join-and-split-strings) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [thenewstack.io: Automating Retry for Failed Terraform Launches](https://thenewstack.io/automating-retry-for-failed-terraform-launches) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [overmind.tech: Is Observability relevant for Terraform?](https://overmind.tech/blog/is-observability-relevant-for-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform Workflow Process Explained](https://build5nines.com/terraform-workflow-process-explained) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube: Transforma tu EMPRESA con Terraform: CatΓ‘logo de Servicios | Nito Moreno](https://www.youtube.com/watch?v=IORvnr4u8z8) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [hewi.blog: Deploying an EKS cluster using Terraform](https://hewi.blog/deploying-an-eks-cluster-using-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [buildkite.com: Manage your CI/CD resources as Code with Terraform](https://buildkite.com/resources/blog/manage-your-ci-cd-resources-as-code-with-terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [offensive-terraform.github.io: Offensive Terraform Modules 🌟](https://offensive-terraform.github.io) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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)*
-  - **(2023)** [Transformation takes practice](https://www.redhat.com/en/engage/open-practice-library-ebook) 🌟🌟🌟 [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [blog.programster.org: Docker Swarm Cheatsheet](https://blog.programster.org/docker-swarm-cheatsheet) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [techbeatly.com: Terraform Cheat Sheet](https://techbeatly.com/terraform-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [awsgeek.com/Amazon-S3](https://www.awsgeek.com/Amazon-S3) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [cmcrowell.com/cheat-sheet 🌟](https://cmcrowell.com/cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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)** [dockerlux.github.io: Docker Cheat Sheet 🌟](https://dockerlux.github.io/pdf/cheat-sheet-v2.pdf) 🌟🌟🌟 [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: Git & Github Cheatsheet 🌟](https://dev.to/zinox9/git-github-cheatsheet-22ok) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [rogerdudler.github.io: git cheat sheet pdf](https://rogerdudler.github.io/git-guide/files/git_cheat_sheet.pdf) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [towardsdatascience.com: 18 Git Commands I Learned During My First Year as a Software Developer](https://towardsdatascience.com/git-commands-cheat-sheet-software-developer-54f6aedc1c46) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: Git it RightπŸ”₯πŸ”₯πŸš€(Git CheatSheet) 🌟](https://dev.to/hey_atharva/git-it-right-git-cheatsheet-4o0h) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: A Git Cheat Sheet](https://dev.to/baransel/a-git-cheat-sheet-4mab) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: Git Cheat Sheet- 20 commands I Use Everyday | Tabassum Khanum](https://dev.to/codewithtee/git-cheat-sheet-20-commands-i-use-everyday-47h9) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [opensource.com: 10 Git tips we can't live without](https://opensource.com/article/22/4/git-tips) 🌟🌟🌟 [COMMUNITY-TOOL] 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)** [Least Load](https://plugins.jenkins.io/leastload) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [openshift-login](https://plugins.jenkins.io/openshift-login) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [QF-Test](https://plugins.jenkins.io/qftest) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [Parameter Separator](https://plugins.jenkins.io/parameter-separator) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [feedly.com](https://feedly.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - **(2023)** [Kube Events](https://kube.events) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - **(2023)** [Spring Boot Complete Guide](https://helpercodes.com/spring-boot-complete-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [learnk8s/xlskubectl](https://github.com/learnk8s/xlskubectl) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [Ksctl: Cloud Agnostic Kubernetes Management tool](https://github.com/ksctl/ksctl) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [k8s-node-label-monitor: Kubernetes Node Label Monitor provides a custom' Kubernetes controller for monitoring and notifying changes in the label states of Kubernetes nodes (labels added, deleted, or updated), and can be run either node-local or cluster-wide](https://github.com/adaptant-labs/k8s-node-label-monitor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kVDI](https://github.com/webmeshproj/webmesh-vdi) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [telekom/das-schiff](https://github.com/telekom/das-schiff) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [ketall](https://github.com/corneliusweig/ketall) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [salesforce/Sloop - Kubernetes History Visualization 🌟](https://github.com/salesforce/sloop) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube](https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD and Flux Subsystem for Argo](https://flux-subsystem-argo.github.io/website/tutorials/terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [weave.works: Flamingo: Expand Argo CD with Flux](https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [nathannellans.com: App Registrations, Enterprise Apps, and Service Principals 🌟](https://www.nathannellans.com/post/app-registrations-enterprise-apps-and-service-principals) 🌟🌟🌟 [COMMUNITY-TOOL] 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)*
-  - **(2023)** [build5nines.com: Azure Pipeline: Publish Unit Test and Code Coverage Results with .NET 7 Solution using VSTest, Cobertura, and Coverlet](https://build5nines.com/azure-pipeline-publish-unit-test-and-code-coverage-results-with-net-solution-using-vstest-cobertura-and-coverlet) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [luke.geek.nz/azure: Export Azure DevOps Repositories to Azure Storage Account](https://luke.geek.nz/azure/export-azure-devops-repos-azure-storage-account) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [github.com/datakickstart](https://github.com/datakickstart) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.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)*
-  - **(2023)** [dev.to: Extending GitOps: Effortless continuous integration and deployment on Kubernetes](https://dev.to/amplication/extending-gitops-effortless-continuous-integration-and-deployment-on-kubernetes-1oem) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [about.gitlab.com: How to learn CI/CD fast](https://about.gitlab.com/blog/how-to-learn-ci-cd-fast) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [aws-samples/hardeneks](https://github.com/aws-samples/hardeneks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [aws/eks-distro](https://github.com/aws/eks-distro) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [cnrancher/autok3s](https://github.com/cnrancher/autok3s) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./rancher.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)*
-  - **(2023)** [blog.ashwinchat.com: 9 Months of Full Time Neovim + Tmux](https://blog.ashwinchat.com/9-months-of-full-time-vim) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2023)** [New VS Code features](https://www.youtube.com/shorts/8iVaeLjzY6s) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.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)** [marvelousmlops.substack.com: Learn Machine Learning and Neural Networks without Frameworks](https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-without-frameworks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [pypi.org/project/airflow-provider-mlflow](https://pypi.org/project/airflow-provider-mlflow) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [tensorchord/envd: Reproducible development environment for AI/ML 🌟](https://github.com/tensorchord/envd) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [lambdatest.com/selenium: Introduction to Selenium Basics](https://www.testmuai.com/selenium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: Selenium Automation Testing: Basics and Getting Started 🌟](https://www.testmuai.com/blog/selenium-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: How To Scroll a Page Using Selenium WebDriver?](https://www.testmuai.com/blog/scroll-down-in-selenium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: Debunking The Top 8 Selenium Testing Myths](https://www.testmuai.com/blog/debunking-selenium-testing-myths) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [lambdatest.com: How To Create Automated Web Bot With Selenium In Python](https://www.testmuai.com/blog/automated-web-bot-with-selenium-python) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)** [aws.amazon.com: Four Principles of Cloud Financial Management Small and Medium Business Owners Need to Know](https://aws.amazon.com/blogs/smb/four-principles-of-cloud-financial-management-small-and-medium-business-owners-need-to-know) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [infoworld.com: Are we experiencing cloudflation?](https://www.infoworld.com/article/2336761/are-we-experiencing-cloudflation.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2023)** [dev.to: Kubernetes Crash Course for Absolute Beginners](https://dev.to/techworld_with_nana/kubernetes-crash-course-for-absolute-beginners-35pc) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2023)** [valenciaplaza.com: El IIS La Fe liderarΓ‘ la direcciΓ³n cientΓ­fica del Nodo Central del Atlas de ImΓ‘genes en CΓ‘ncer](https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [imperialbiosciencereview.wordpress.com: Redefining diagnostics: the integration of machine learning in medical imaging](https://imperialbiosciencereview.wordpress.com/2023/05/26/redefining-diagnostics-the-integration-of-machine-learning-in-medical-imaging-2) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - **(2023)** [mockapy](https://pythonium.net/mockapy) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [cfn-diagram 🌟](https://github.com/mhlabs/cfn-diagram) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2023)** [feluelle/airflow-diagrams](https://github.com/feluelle/airflow-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2023)** [CloudSkew](https://www.cloudskew.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2023)** [redhat-scholars: istio-tutorial 🌟](https://github.com/redhat-scholars/istio-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [harness.io: Comparing Helm vs Kustomize 🌟](https://www.harness.io/blog/helm-vs-kustomize) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.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)*
-  - **(2023)** [dev.to: Getting started with SNS and SQS](https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-messaging.md)*
-  - **(2023)** [AWS Backup supports cross-Region backups in four new Regions](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-backup-cross-region-backups-four-regions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(2023)** [intellipaat.com: NoSQL vs. SQL - Difference between SQL and NoSQL](https://intellipaat.com/blog/nosql-vs-sql-what-is-better) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - **(2023)** [MongoDB Tools - Admin GUIs, Monitoring and Other Good Stuff](https://mongodb-tools.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.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)** [blog.flant.com: kubenav as a tool for managing Kubernetes clusters from your smartphone](https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2023)** [blog.palark.com: Okteto Cloud as another way for local development in Kubernetes](https://palark.com/blog/okteto-cloud-for-local-development-in-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2023)** [spot.io: Setting up, Managing & Monitoring Spark on Kubernetes](https://www.flexera.com/products/flexera-one/container-optimization) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2022)** [about.gitlab.com: Soft skills are the key to your DevOps career advancement](https://about.gitlab.com/blog/soft-skills-are-the-key-to-your-devops-career-advancement) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [BishopFox/iam-vulnerable](https://github.com/BishopFox/iam-vulnerable) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [spacelift.io: CronJob in Kubernetes – Automating Tasks on a Schedule](https://spacelift.io/blog/kubernetes-cronjob) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [Top 5 kubernetes challenges and their solutions](https://middleware.io/blog/kubernetes-challenges-and-solutions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [spiceworks.com: How to Get Started With Kubernetes the Right Way: DevOps Experts Weigh In 🌟](https://www.spiceworks.com/tech/cloud/articles/how-to-get-started-with-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [developers.redhat.com: Kubernetes 101 for developers: Names, ports, YAML files, and more](https://developers.redhat.com/articles/2022/08/30/kubernetes-101-developers-names-ports-yaml-files-and-more) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to: What Problem Is Kubernetes Actually Trying To Solve? 🌟](https://dev.to/thenjdevopsguy/what-problem-is-kubernetes-actually-trying-to-solve-3g1n) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [opensource.com: A guide to Kubernetes architecture](https://opensource.com/article/22/2/kubernetes-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [containerjournal.com: When is Kubernetes Service Ownership the Right Fit?](https://cloudnativenow.com/features/when-is-kubernetes-service-ownership-the-right-fit) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [github.com/jordanwilson230: kubectl-plugins](https://github.com/jordanwilson230/kubectl-plugins/tree/krew) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.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)*
-  - **(2022)** [digitalocean.com: How To Build a Custom Terraform Module](https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [dev.to: Terraform Modules for Advanced Users](https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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)** [itnext.io: How We Used Terraform to Create and Manage a HA AKS Kubernetes Cluster in Azure](https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08) 🌟🌟🌟 [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)** [thomasthornton.cloud: Deploy Terraform using Azure DevOps](https://thomasthornton.cloud/deploy-terraform-using-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.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)*
-  - **(2022)** [jan-krueger.net: Git cheat sheet, extended edition](https://jan-krueger.net/git-cheat-sheet-extended-edition) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [economictimes.indiatimes.com: Thoughtworks XConf Tech Talk Series: Serverless vs. Kubernetes when deploying microservices](https://economictimes.indiatimes.com/tech/technology/thoughtworks-xconf-tech-talk-series-serverless-vs-kubernetes-when-deploying-microservices/articleshow/89085544.cms) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2022)** [dev.to: The Simple Guide To Dockerizing Spring Boot](https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [Rultor](https://www.rultor.com) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [acorn-io/acorn](https://github.com/obot-platform/obot) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [tremolosecurity.com: Secure Access to Kubernetes From Your Pipeline](https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [youtube.com: How to Write Software That Sets Up Kubernetes Anywhere with Kubermatic Kubeone](https://www.youtube.com/watch?v=BJufhuPK2DY&ab_channel=Kubermatic) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [custom-pod-autoscaler](https://github.com/jthomperoo/custom-pod-autoscaler) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [home.robusta.dev: Why everyone should track Kubernetes changes and top four' ways to do so](https://home.robusta.dev/blog/why-everyone-should-track-and-audit-kubernetes-changes-and-top-ways) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [github.com/jetpack-io/launchpad ⭐](https://github.com/jetify-com/launchpad) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [zakkg3/ClusterSecret: Kubernetes ClusterSecret operator](https://github.com/zakkg3/ClusterSecret) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [thenewstack.io: Testkube: A Cloud Native Testing Framework for Kubernetes](https://thenewstack.io/testkube-cloud-native-testing-framework-for-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [itnext.io: Karpenter: Open-Source, High-Performance Kubernetes Cluster Autoscaler](https://itnext.io/karpenter-open-source-high-performance-kubernetes-cluster-autoscaler-d56e3ab06aae) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [blog.kloia.com: Karpenter Cluster Autoscaler](https://blog.kloia.com/karpenter-cluster-autoscaler-76d7f7ec0d0e) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [dev.to: Karpenter: The Better Autoscaling Solution for Kubernetes- Part' 1](https://dev.to/aws-builders/karpenter-the-better-autoscaling-solution-for-kubernetes-part-1-4pd5) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [fluxcd.io: GitOps Without Leaving your IDE](https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD](https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [zer1t0.gitlab.io: Attacking Active Directory: 0 to 0.9 🌟](https://zer1t0.gitlab.io/posts/attacking_ad) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [medium.com/geekculture: Continuous Deployment with Azure DevOps Pipelines and Kubernetes](https://medium.com/geekculture/continuous-deployment-with-azure-devops-pipelines-and-kubernetes-12fe1c70b343) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.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)** [itnext.io: How to setup CI CD pipelines for Android with Azure DevOps](https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.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)** [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)*
-  - **(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)*
-  - **(2022)** [dev.to: Towards a Modular DevOps Stack](https://dev.to/camptocamp-ops/towards-a-modular-devops-stack-257c) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [seraf.dev: ArgoCD Tutorial β€” (with Terraform)](https://seraf.dev/argocd-tutorial-with-terraform-af77ddea2e6e) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [github.com/crumbhole/argocd-vault-replacer](https://github.com/crumbhole/argocd-vault-replacer) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [thenewstack.io: Why ArgoCD Is the Lifeline of GitOps](https://thenewstack.io/why-argo-cd-is-the-lifeline-of-gitops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [digitalocean.com: How to Deploy to Kubernetes using Argo CD and GitOps](https://www.digitalocean.com/community/tutorials/how-to-deploy-to-kubernetes-using-argo-cd-and-gitops) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [kubebyexample.com: Argo CD Overview 🌟](https://kubebyexample.com/learning-paths/argo-cd/argo-cd-overview) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [threatpost.com: Argo CD Security Bug Opens Kubernetes Cloud Apps to Attackers](https://threatpost.com/argo-cd-security-bug-kubernetes-cloud-apps/178239) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [thehackernews.com: New Argo CD Bug Could Let Hackers Steal Secret Info from Kubernetes Apps](https://thehackernews.com/2022/02/new-argo-cd-bug-could-let-hackers-steal.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(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€” *Go to [Section](./argo.md)*
-  - **(2022)** [testguild.com: Pipeline as Code with Mohamed Labouardy](https://testguild.com/podcast/a345-mohamed) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy 🌟](https://docs.getenroute.io) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [armosec.io: Getting Started with Kubernetes Ingress | Ben Hirschberg](https://www.armosec.io/blog/kubernetes-ingress-beginners-guide) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [thenewstack.io: ZeroLB, a New Decentralized Pattern for Load Balancing](https://thenewstack.io/zerolb-a-new-decentralized-pattern-for-load-balancing) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [cloudtechtwitter.com: Reverse Proxy vs. Forward Proxy: The Differences](https://www.cloudtechtwitter.com/2022/05/reverse-proxy-vs-forward-proxy.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.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)** [spacelift.io/blog/yaml](https://spacelift.io/blog/yaml) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [codebeautify.org/yaml-validator](https://codebeautify.org/yaml-validator) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [yamlvalidator.dev: YAML Validator](https://yamlvalidator.dev) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [github.com/topics/yaml-processor](https://github.com/topics/yaml-processor) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.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)** [zdnet.com: SUSE Harvester: Deploying virtual machines with Kubernetes](https://www.zdnet.com/article/suse-harvester-deploying-virtual-machines-with-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [thenewstack.io: SSH Made Easy with SSH Agent and SSH Config](https://thenewstack.io/ssh-made-easy-with-ssh-agent-and-ssh-config) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [tecmint.com: Testssl.sh – Testing TLS/SSL Encryption Anywhere on Any Port](https://www.tecmint.com/testssl-sh-test-tls-ssl-encryption-in-linux-commandline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [blog.logrocket.com: Top Docker alternatives for 2022](https://blog.logrocket.com/docker-alternatives) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [Vertical rulers](https://www.youtube.com/shorts/cTE0ec3IurE) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Screencast mode](https://www.youtube.com/shorts/KZHI5RMmFk0) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Master Git with Git Graph](https://www.youtube.com/shorts/OfsixF-splk) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Hacking GitHub?](https://www.youtube.com/shorts/nMJBbH7g1M4) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [makeuseof.com: 10 Useful Tools for Python Developers](https://www.makeuseof.com/python-developer-tools) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [airflow.apache.org: Add Owner Links to DAG](https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [semaphoreci.com: Why Do We Need DevOps for ML Data?](https://semaphore.io/blog/devops-ml-data) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [bea.stollnitz.com: Creating batch endpoints in Azure ML](https://bea.stollnitz.com/blog/aml-batch-endpoint) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [mlops.community: MLOps with Flyte: The Convergence of Workflows Between Machine Learning and Engineering](https://mlops.community/blog/mlops-with-flyte-the-convergence-of-workflows-between-machine-learning-and-engineering) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [mlops.community: MLOps Simplified: orchestrating ML pipelines with infrastructure abstraction. Enabled by Flyte](https://mlops.community/blog/flyte-mlops-simplified) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [acloudguru.com: Public cloud vs private cloud: What’s the difference? 🌟](https://www.pluralsight.com/resources/blog/business-and-leadership/public-cloud-vs-private-cloud-whats-the-difference) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [thenewstack.io: Reasons to Opt for a Multicloud Strategy](https://thenewstack.io/reasons-to-opt-for-a-multicloud-strategy) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [websiteplanet.com: What’s Open Source Software + How It Makes Money 2022](https://www.websiteplanet.com/blog/what-is-open-source-software/?geo=us&device=desktop) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [testrigtechnologies.com: Selenium Automation Testing: How to write automated test scripts using selenium](https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)*
-  - **(2022)** [freecodecamp.org: Use Selenium to Create a Web Scraping Bot](https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [cloudtechtwitter.com: Pattern: API Gateway / Backends for Frontends](https://www.cloudtechtwitter.com/2022/05/pattern-api-gateway-backends-for.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [about.gitlab.com: How to navigate The Great Resignation](https://about.gitlab.com/blog/how-to-navigate-the-great-resignation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [blog.getambassador.io: How to Learn Kubernetes: Prerequisites, Paths, and Resources 🌟](https://blog.getambassador.io/how-to-learn-kubernetes-prerequisites-paths-and-resources-9e044daee185) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [teslarati.com: IDRA finishes 9,000-ton Giga Press; Tesla expecting it any day now](https://www.teslarati.com/idra-9000-ton-giga-press) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - **(2022)** [world.hey.com: Another REST vs GraphQL comparison](https://world.hey.com/sammy.henningsson/another-rest-vs-graphql-comparison-8e8357bb) 🌟🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.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)** [acloudguru.com: The top cloud diagramming tools, ranked](https://www.pluralsight.com/resources/blog/cloud/the-top-cloud-diagramming-tools-ranked) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [redhat.com: 6 architectural diagramming tools for cloud infrastructure](https://www.redhat.com/en/blog/diagramming-tools-cloud-infrastructure) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [redhat.com: Try these 5 diagramming tools for network architecture](https://www.redhat.com/en/blog/diagramming-tools-network-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [navveenbalani.dev: Code To Custom Cloud Architecture Diagrams](https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [infoworld.com: Complexity is killing software developers](https://www.infoworld.com/article/2270714/complexity-is-killing-software-developers.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [replex.io: An Introduction to Kubernetes FinOps](https://www.splunk.com/en_us/appdynamics-joins-splunk.html?301=appdynamics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [tech.aabouzaid.com: Set OpenAPI patch strategy for Kubernetes Custom Resources - Kustomize](https://tech.aabouzaid.com/2022/11/set-openapi-patch-strategy-for-kubernetes-custom-resources-kustomize.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2022)** [thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than Ever](https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2022)** [rancher.com: The No. 1 Rule of Disaster Recovery](https://www.suse.com/c/rancher_blog/the-no-1-rule-of-disaster-recovery) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.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)*
-  - **(2022)** [onecloudplease.com: Console Recorder for AWS](https://onecloudplease.com/project/console-recorder) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [sdtimes.com: Low code cuts down on dev time, increases testing headaches](https://sdtimes.com/lowcode/low-code-cuts-down-on-dev-time-increases-testing-headaches) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2022)** [itnext.io: For Developers the Low-Code Winter Is Coming](https://itnext.io/for-developers-the-low-code-winter-is-coming-76875d3606c0) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2022)** [thenewstack.io: Why Businesses Want to Enable β€˜No-Code’ and β€˜Low-Code’ Automation](https://thenewstack.io/why-businesses-want-to-enable-no-code-and-low-code-automation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2022)** [thenewstack.io: Low Code for Pro Coders](https://thenewstack.io/low-code-for-pro-coders) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2022)** [thenewstack.io: Use Low Code to Reduce Friction for Cloud Operations Teams](https://thenewstack.io/use-low-code-to-reduce-friction-for-cloud-operations-teams) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2022)** [thenewstack.io: How to Install the SonarQube Security Analysis Platform](https://thenewstack.io/how-to-install-the-sonarqube-security-analysis-platform) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - **(2022)** [youtube: Installation of Sonarqube on Kubernetes/Minikube](https://www.youtube.com/watch?v=_cT-kkvw3NQ) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - **(2022)** [javarevisited.blogspot.com: Top 20 JSON Interview Questions with Answers for Beginners and Experienced Developers](https://javarevisited.blogspot.com/2022/08/json-interview-questions-with-answers.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [automationreinvented.blogspot.com: kubernetes posts](https://automationreinvented.blogspot.com/search/label/Kubernetes?m=1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [automationreinvented.blogspot.com: Top 80 API Testing Interview Questions for QA and SDET ? API Interview Questions 2022](https://automationreinvented.blogspot.com/2022/03/top-80-api-testing-interview-questions.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2022)** [thenewstack.io: Who Needs a Dashboard? Why the Kubernetes Command Line Is Not Enough](https://thenewstack.io/who-needs-a-dashboard-why-the-kubernetes-command-line-is-not-enough) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [cronista.com: CΓ³mo identificar a un mal jefe y quΓ© errores no pueden cometer hoy los lΓ­deres](https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [hbr.org: How to Deal with High Pressure Situations at Work](https://hbr.org/2022/05/how-to-deal-with-high-pressure-situations-at-work) 🌟🌟🌟 [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [elconfidencial.com: La mejor forma de decirle a tu jefe que estΓ‘s hasta arriba y no puedes mΓ‘s con tanto trabajo](https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(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)** [cloud.redhat.com: Getting Started running Spark workloads on OpenShift](https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2022)** [hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 🌟](https://hevodata.com/learn/spark-data-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.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)*
-  - **(2022)** [stackify.com: Who will Dominate in the future: .Net or Java?](https://stackify.com/who-will-dominate-in-the-future-net-or-java) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./dotnet.md)*
-  - **(2022)** [howtogeek.com: Getting Started With Kubectl to Manage Kubernetes Clusters](https://www.howtogeek.com/devops/getting-started-with-kubectl-to-manage-kubernetes-clusters) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2021)** [Using Jenkins Pipeline parallel stages to build Maven project with different JDKs](https://e.printstacktrace.blog/using-jenkins-pipeline-parallel-stages-to-build-maven-project-with-different-jdks) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dyser/kubernetes-intro](https://github.com/dsyer/kubernetes-intro) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [devopscube.com: How To Create Kubernetes Jobs/Cron Jobs – Getting Started Guide](https://devopscube.com/create-kubernetes-jobs-cron-jobs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [redhat.com: Kubernetes basics for sysadmins](https://www.redhat.com/en/blog/kubernetes-basics-sysadmins) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)** [maximilianmichels.com: Kubernetes in a Nutshell: 10 Things You Need to Know](https://maximilianmichels.com/2021/kubernetes-what-you-need-to-know) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: Getting Started Tutorial for Learning Kubernetes 🌟](https://dev.to/chefgs/getting-started-tutorial-for-learning-kubernetes-455e) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [redhat.com: Start learning Kubernetes from your local machine](https://www.redhat.com/en/blog/start-learning-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnsteps.com: Kubernetes: What to learn from a long term perspective](https://www.learnsteps.com/kubernetes-what-to-learn-from-a-long-term-perspective) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [k21academy.com: Kubernetes Architecture. An Introduction to Kubernetes Components](https://k21academy.com/kubernetes/kubernetes-architecture-components-overview-for-beginners) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: What Workloads Do Businesses Run on Kubernetes?](https://thenewstack.io/what-workloads-do-businesses-run-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [searchitoperations.techtarget.com: Ensure Kubernetes high availability with master node planning](https://www.techtarget.com/searchitoperations/tip/Ensure-Kubernetes-high-availability-with-master-node-planning) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnsteps.com: What is kubelet and what it does: Basics on Kubernetes](https://www.learnsteps.com/what-is-kubelet-and-what-it-does-basics-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Kubernetes DaemonSets: A Detailed Introductory Tutorial](https://thenewstack.io/kubernetes-daemonsets-a-detailed-introductory-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [Assess managed Kubernetes services for your workloads.](https://www.techtarget.com/searchcloudcomputing/tip/Weigh-the-pros-and-cons-of-managed-Kubernetes-services) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)** [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)*
-  - **(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)** [Kubernetes. Label and Selector. Important Topic. Identify object in cluster. CKA Exam Tips](https://www.youtube.com/watch?app=desktop&v=Vh3piGAxcf8&ab_channel=AlokKumar) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Introduction to Kubernetes extensibility](https://itnext.io/kubernetes-extensibility-c5fed27f0952) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [komodor.com: Kubernetes Nodes – The Complete Guide](https://komodor.com/learn/kubernetes-nodes-complete-guide) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [shipwrightio](https://x.com/shipwrightio) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [freecodecamp.org: Learn Kubernetes and Start Containerizing Your Applications](https://www.freecodecamp.org/news/learn-kubernetes-and-start-containerizing-your-applications) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trstringer.com: Discover Kubernetes API Calls from kubectl](https://trstringer.com/kubernetes-api-call-from-kubectl) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #12: Effective way of using K8 Liveness Probe](https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-12-effective-way-of-using-k8-liveness-probe.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #13: Effective way of using K8 Readiness Probe](https://millionvisit.blogspot.com/2021/04/kubernetes-for-developers-13-effective-way-of-using-k8-readiness-probe.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.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)*
-  - **(2021)** [zdnet.com: Qualys partners with Red Hat to improve Linux and Kubernetes security](https://www.zdnet.com/article/qualys-partners-with-red-hat-to-improve-linux-and-kubernetes-security) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [cloud.redhat.com: Getting Started in OpenShift 🌟](https://www.redhat.com/en/blog/getting-started-in-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [schabell.org: How to setup the OpenShift Container Platform 4.7 on your local machine](https://www.schabell.org/2021/03/codeready-containers-howto-setup-openshift-47-on-local-machine.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [blog.knell.it: Commands Kubernetes should adopt from Red Hat OpenShift](https://christianhuth.de/commands-kubernetes-should-adopt-from-red-hat-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [finance.yahoo.com: IBM's Red Hat OpenShift Platform to be Leveraged by Siemens](https://finance.yahoo.com/news/ibms-red-hat-openshift-platform-143702224.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [Red Hat OpenShift Platform Plus 🌟](https://www.redhat.com/en/technologies/cloud-computing/openshift/platform-plus) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [thenewstack.io: Red Hat Offers a β€˜Complete Kubernetes Stack’ with OpenShift Platform Plus 🌟](https://thenewstack.io/red-hat-offers-a-complete-kubernetes-stack-with-openshift-platform-plus) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [developers.redhat.com: Troubleshooting application performance with Red Hat OpenShift metrics, Part 1: Requirements](https://developers.redhat.com/articles/2021/07/08/troubleshooting-application-performance-red-hat-openshift-metrics-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [venturebeat.com: Red Hat gives an ARM up to OpenShift Kubernetes operations](https://venturebeat.com/data-infrastructure/red-hat-gives-an-arm-up-to-openshift-kubernetes-operations) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [redhat.com: Meet single node OpenShift: Our newest small OpenShift footprint for edge architectures](https://www.redhat.com/en/blog/meet-single-node-openshift-our-smallest-openshift-footprint-edge-architectures) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [redhat.com: OpenShift sizing and subscription guide for enterprise Kubernetes 🌟](https://www.redhat.com/en/resources/self-managed-openshift-subscription-guide) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.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)** [I'm AWS certified? Should you trust me?](https://code.joejag.com/2021/i-am-aws-certified-should-you-trust-me.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2021)** [c-sharpcorner.com: Why and When to use Azure Functions](https://www.c-sharpcorner.com/article/why-and-when-to-use-azure-functions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [dev.to: Price Comparison of Popular Serverless Architecture Providers](https://dev.to/d1020/price-comparison-of-popular-serverless-architecture-providers-2jk9) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [stackify.com: What Is Function-as-a-Service? Serverless Architectures Are Here!](https://stackify.com/function-as-a-service-serverless-architecture) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [xenonstack.com: Serverless Architecture with OpenFaaS and Java](https://www.xenonstack.com/blog/serverless-open-faas-java) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [fathomtech.io: Microservices vs. Serverless](https://fathomtech.io/blog/microservices-vs-serverless) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [versusmind.eu: Dapr - a serverless runtime for distributed applications 🌟](https://versusmind.eu/dapr-a-serverless-runtime-for-distributed-applications) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [dev.to: Running Dapr on Kubernetes](https://dev.to/cvitaa11/running-dapr-on-kubernetes-89g) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [ssbostan/jenkins-stack-kubernetes 🌟](https://github.com/ssbostan/jenkins-stack-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Deploy Dashboard by Namecheap](https://plugins.jenkins.io/deploy-dashboard) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Creating Docker Images With Spring Boot](https://www.youtube.com/watch?v=1w1Jv9qssqg) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on Linux 🌟](https://opensource.com/article/21/7/developer-productivity-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Deploy Quarkus everywhere with Red Hat Enterprise Linux (RHEL)](https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [github.com/oravirt/ansible-oracle-modules](https://github.com/oravirt/ansible-oracle-modules) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: How I use Ansible and anacron for automation](https://opensource.com/article/21/9/ansible-anacron-automation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: Use anacron for a better crontab](https://opensource.com/article/21/2/linux-automation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [tutorialspoint.com: JMeter Quick Guide](https://www.tutorialspoint.com/jmeter/pdf/jmeter_quick_guide.pdf) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [Automatic branch merging](https://confluence.atlassian.com/bitbucketserver/automatic-branch-merging-776639993.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Checks for merging pull requests](https://confluence.atlassian.com/bitbucketserver/checks-for-merging-pull-requests-776640039.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Example: CockroachDB's Bors Merge Bot](https://id.atlassian.com/login?continue=https%3A%2F%2Fid.atlassian.com%2Fjoin%2Fuser-access%3Fresource%3Dari%253Acloud%253Aconfluence%253A%253Asite%252F9568dfdc-cfdd-4632-a68e-1e18063a3152%26continue%3Dhttps%253A%252F%252Fcockroachlabs.atlassian.net%252Fwiki%252Fspaces%252FCRDB%252Fpages%252F73204099%252FBors%252BMerge%252BBot&application=confluence&orgId=52a68357-cecf-4127-a5ec-32eeac8cf060) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [**Git Plugin**: Merge Extensions](https://plugins.jenkins.io/git) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [BitBucket Bot for Microsoft Teams](https://techcommunity.microsoft.com/blog/microsoftteamsblog/new-bitbucket-bot-for-microsoft-teams/218212) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [evilmartians.com: Kubing Rails: stressless Kubernetes deployments with Kuby](https://evilmartians.com/chronicles/kubing-rails-stressless-kubernetes-deployments-with-kuby) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubernetes.io: Use KPNG to Write Specialized kube-proxiers](https://kubernetes.io/blog/2021/10/18/use-kpng-to-write-specialized-kube-proxiers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Jetstack Secure Agent 🌟🌟](https://github.com/jetstack/jetstack-secure) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [tekline 🌟](https://github.com/joyrex2001/tekline) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [cloudogu/k8s-diagrams](https://github.com/cloudogu/k8s-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2021)** [k8tz/k8tz: Kubernetes Timezone Controller](https://github.com/k8tz/k8tz) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thenewstack.io: Kubermatic Kubernetes Platform Beats Complexity Through' Automation](https://thenewstack.io/kubermatic-kubernetes-platform-beats-complexity-through-automation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [DevNation: 10 awesome kubernetes tools every user should know](https://docs.google.com/presentation/d/13k-Lhc-tVgUohrtKqAYIikaQCTsmuzzjhOe_hpwgUgw/edit) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [youtube: From Code to Cluster β€” Modern Kubernetes Workflows with K8Studio](https://www.youtube.com/watch?v=1RTTEUEl9sc&feature=youtu.be) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Azure Arc enabled Kubernetes allows you to connect and manage external Kubernetes clusters in Azure](https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift 🌟](https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [vmware-tanzu/k-bench 🌟](https://github.com/vmware/k-bench) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [viaduct-ai/kustomize-sops](https://github.com/viaduct-ai/kustomize-sops) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [arttor/helmify](https://github.com/arttor/helmify) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [abahmed/kwatch](https://github.com/abahmed/kwatch) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [keisku/kubectl-explore](https://github.com/keisku/kubectl-explore) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [cuber-cloud/cuber-gem: CUBER](https://github.com/cuber-cloud/cuber-gem) 🌟🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thenewstack.io: TestKube: A New Approach to Cloud Native Testing](https://thenewstack.io/testkube-a-new-approach-to-cloud-native-testing) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [alexander.holbreich.org: (Typical) journey towards full GitOps with Flux](https://alexander.holbreich.org/gitops-journey) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [youtube.com: Azure Service Principal - SPN | Houssem Dellai](https://www.youtube.com/watch?v=-F9yzj4Kjeo&ab_channel=HoussemDellai) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube.com: How to create Service Principals in Azure Portal | Raaviblog](https://www.youtube.com/watch?v=Hg-YsUITnck) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.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)** [dotnetcurry.com: Customization of Work Items in Azure DevOps and Azure DevOps Server 2020](https://www.dotnetcurry.com/devops/workitem-customize-azure-devops-server-2020) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [kevinrchant.com: Increase in demand for Data Platform automation](https://www.kevinrchant.com/2021/09/16/increase-in-demand-for-data-platform-automation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [thomasmaurer.ch: Run cloud-native apps on Azure PaaS anywhere](https://www.thomasmaurer.ch/2021/06/run-cloud-native-apps-on-azure-paas-anywhere) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube: How to run an App Service Web App on Azure Arc-enabled Kubernetes - Part 2 | Azure Tips and Tricks](https://www.youtube.com/watch?v=53-Y_aI0KpE&ab_channel=MicrosoftAzure) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Standardize DevOps practices across hybrid and multicloud environments](https://techcommunity.microsoft.com/blog/itopstalkblog/standardize-devops-practices-across-hybrid-and-multicloud-environments/2795010) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube: Signing & Versioning iOS & Android Apps | DevOps for Mobile](https://www.youtube.com/watch?v=s1grtSSIRVA&ab_channel=dotNET) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.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)** [itnext.io: ArgoCD: users, access, and RBAC](https://itnext.io/argocd-users-access-and-rbac-ddf9f8b51bad) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [blog.risingstack.com: Argo CD Kubernetes Tutorial](https://blog.risingstack.com/argo-cd-kubernetes-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [blog.getambassador.io: GitOps in Kubernetes with ArgoCD](https://blog.getambassador.io/gitops-in-kubernetes-with-argocd-c6ea0e510741) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [cloud.redhat.com: How to Use ArgoCD Deployments with GitHub Tokens](https://www.redhat.com/en/blog/how-to-use-argocd-deployments-with-github-tokens) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2021)** [ovh.com - getting external traffic into kubernetes: clusterip, nodeport, loadbalancer and ingress](https://blog.ovhcloud.com) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [youtube: Kubernetes Ingress Explained Completely For Beginners](https://www.youtube.com/watch?v=VicH6KojwCI) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [haproxy.com: Announcing HAProxy Kubernetes Ingress Controller 1.5 🌟](https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [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) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [searchitoperations.techtarget.com: Differences between Kubernetes Ingress vs. load balancer](https://www.techtarget.com/searchitoperations/feature/Differences-between-Kubernetes-Ingress-vs-load-balancer) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: Ingress Controllers: The More the Merrier](https://thenewstack.io/ingress-controllers-the-more-the-merrier) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: Ingress Controllers: The Swiss Army Knife of Kubernetes](https://thenewstack.io/ingress-controllers-the-swiss-army-knife-of-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [nbailey.ca: Domesticated Kubernetes Networking](https://nbailey.ca/post/k8s-networking) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [matthewpalmer.net: Kubernetes Networking Guide for Beginners](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-networking-guide-beginners.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [sysdig.com: Kubernetes Services: ClusterIP, Nodeport and LoadBalancer](https://www.sysdig.com/blog/kubernetes-services-clusterip-nodeport-loadbalancer) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [dev.to: Tune up your Kubernetes Application Performance with a small DNS Configuration](https://dev.to/imjoseangel/tune-up-your-kubernetes-application-performance-with-a-small-dns-configuration-1o46) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: How a Service Mesh Can Help DevOps Achieve Business Goals](https://thenewstack.io/how-service-mesh-can-help-devops-achieve-business-goals) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [opensource.com: Why you should care about service mesh](https://opensource.com/article/21/3/service-mesh) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [thenewstack.io: Service Meshes in the Cloud Native World](https://thenewstack.io/service-meshes-in-the-cloud-native-world) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [itnext.io: Stupid Simple Service Mesh β€” What, When, Why 🌟](https://itnext.io/stupid-simple-service-mesh-what-when-why-e9be9e5f4d41) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [koyeb.com: Service Mesh and Microservices: Improving Network Management and Observability](https://www.koyeb.com/blog/service-mesh-and-microservices-improving-network-management-and-observability) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [learnsteps.com: What is a service mesh? Is it born with Kubernetes?](https://www.learnsteps.com/what-is-a-service-mesh-is-it-born-with-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [itnext.io: Service Mesh Testing β€” Tools & Frameworks (Open Source)](https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.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)*
-  - **(2021)** [dev.to: Linkerd and GitOps](https://dev.to/thenjdevopsguy/linkerd-and-gitops-115a) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [devops.com: How Are API Management and Service Mesh Different?](https://devops.com/how-are-api-management-and-service-mesh-different) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [medianova.com: Service Mesh vs. API Gateway](https://www.medianova.com/service-mesh-vs-api-gateway) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [techradar.com: techradar.com](https://www.techradar.com/best/best-devops-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2021)** [clarusway.com: Top 21 DevOps Tools Of 2021 (Comprehensive Guide)](https://clarusway.com/top-21-devops-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2021)** [cloudify.co: Your Guide to Infrastructure Automation & Hybrid Cloud Orchestration 🌟](https://docs.cloudify.co) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [youtube: Which of your Kubernetes Apps are accessing Secrets? 🌟](https://www.youtube.com/watch?v=6UF-QxiRGms&ab_channel=Kubevious) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devops.com: DevOps Teams Struggling to Keep Secrets](https://devops.com/devops-teams-struggling-to-keep-secrets) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: YAML for beginners](https://www.redhat.com/en/blog/yaml-beginners) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [linuxhandbook.com: YAML Basics Every DevOps Engineer Must Know 🌟](https://linuxhandbook.com/yaml-basics) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [opensource.com: Make YAML as easy as it looks](https://opensource.com/article/21/9/yaml-cheat-sheet) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [support.atlassian.com: YAML anchors and aliases](https://support.atlassian.com/bitbucket-cloud/docs/yaml-anchors) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.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)** [linkedin.com/pulse: How to write YAML file for Kubernetes | Megha S.k](https://www.linkedin.com/pulse/how-write-yaml-file-kubernetes-megha-s-k) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [thenewstack.io: An Introduction to AWK](https://thenewstack.io/an-introduction-to-awk) 🌟🌟🌟 [COMMUNITY-TOOL] [AWK CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [redhat.com: 2 Bash commands to change strings in multiple files at once](https://www.redhat.com/en/blog/edit-text-bash-command) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(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) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [opensource.com: Parsing config files with Bash](https://opensource.com/article/21/6/bash-config) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [opensource.com: How to include options in your Bash shell scripts](https://opensource.com/article/21/8/option-parsing-bash) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [fedoramagazine.org: Bash Shell Scripting for beginners (Part 1)](https://fedoramagazine.org/bash-shell-scripting-for-beginners-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(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)** [redhat.com: 5 questions to ask during your next sysadmin interview](https://www.redhat.com/en/blog/5-questions-interview) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [How to use SSH properly and what is SSH Agent Forwarding](https://dev.to/levivm/how-to-use-ssh-and-ssh-agent-forwarding-more-secure-ssh-2c32) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [paepper.com: How to properly manage ssh keys for server access](https://www.paepper.com/blog/posts/how-to-properly-manage-ssh-keys-for-server-access) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [redhat.com: 6 OpenSSL command options that every sysadmin should know](https://www.redhat.com/en/blog/6-openssl-commands) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [openvim.com](https://openvim.com) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [Python Feature Flag Resources/Solutions](https://featureflags.io/python-feature-flags) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [Kite 🌟](https://kite.com) 🌟🌟🌟 [COMMUNITY-TOOL] [NOT APPLICABLE CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Code Quality Tools in Python](https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: Explaining boto3: how to use any AWS service with python](https://dashbird.io/blog/boto3-aws-python) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python](https://dashbird.io/blog/aws-s3-python-tricks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.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)*
-  - **(2021)** [strimzi.io: Using HTTP Bridge as a Kubernetes sidecar](https://strimzi.io/blog/2021/08/18/using-http-bridge-as-a-kubernetes-sidecar) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [strimzi.io: Optimizing Kafka consumers 🌟](https://strimzi.io/blog/2021/01/07/consumer-tuning) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [softkraft.co: WS Kinesis vs Kafka comparison: Which is right for you? 🌟](https://www.softkraft.co/aws-kinesis-vs-kafka-comparison) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.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)*
-  - **(2021)** [mongodb.com: DaaS with MongoDB and Confluent](https://www.mongodb.com/company/blog/technical/daa-s-with-mongo-db-and-confluent) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(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)** [softwareengineeringdaily.com: Redpanda: Kafka Alternative with Alexander Gallego 🌟](https://softwareengineeringdaily.com/2021/01/22/redpanda-kafka-alternative-with-alexander-gallego) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [Kafka Streams and ksqlDB Compared – How to Choose](https://docs.confluent.io/platform/current/streams/overview.html) 🌟🌟🌟 [COMMUNITY-TOOL] 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)** [devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing in IoT, Edge and Cloud Environments](https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA 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)*
-  - **(2021)** [youtube: Airflow Helm Chart : Quick Start For Beginners in 10mins](https://www.youtube.com/watch?v=GDOw8ByzMyY&ab_channel=MarcLamberti) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: Get started with Apache Airflow](https://dev.to/arunkc/get-started-with-apache-airflow-1218) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [towardsdatascience.com: Schemafull streaming data processing in ML pipelines](https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.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)*
-  - **(2021)** [itnext.io: Building ML Componentes on Kubernetes](https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [infracloud.io: Machine Learning Orchestration on Kubernetes using Kubeflow](https://www.infracloud.io/blogs/machine-learning-orchestration-kubernetes-kubeflow) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.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)** [youtube: Deploy Convolutional Neural Network (CNN) on Azure with Python | Deep Learning Deployment | MLOPS](https://www.youtube.com/watch?v=6sqGxVI3X1w) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: Step-by-step Approach to Build Your Machine Learning API Using Fast API](https://towardsdatascience.com/step-by-step-approach-to-build-your-machine-learning-api-using-fast-api-21bd32f2bbdb) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [cloudblogs.microsoft.com: Simple steps to create scalable processes to deploy ML models as microservices](https://opensource.microsoft.com/blog/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [analyticsindiamag.com: Top tools for enabling CI/CD in ML pipelines](https://analyticsindiamag.com/top-tools-for-enabling-ci-cd-in-ml-pipelines) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From Jupyter Notebooks to Real-life: MLOps 🌟](https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [analyticsvidhya.com: Bring DevOps To Data Science With MLOps](https://www.analyticsvidhya.com/blog/2021/04/bring-devops-to-data-science-with-continuous-mlops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From Dev to Deployment: An End to End Sentiment Classifier App with MLflow, SageMaker, and Streamlit](https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: Build Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation Forecasting](https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [devprojournal.com: Containers, Kubernetes and Software Development in 2021](https://www.devprojournal.com/technology-trends/kubernetes/containers-kubernetes-and-software-development-in-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [addwebsolution.com: How Kubernetes helps businesses manage their IT infrastructure?](https://www.addwebsolution.com/blog/how-kubernetes-helps-businesses-manage-their-it-infrastructure) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [enterprisersproject.com: 5 hybrid cloud trends to watch in 2021](https://enterprisersproject.com/article/2021/1/5-hybrid-cloud-trends-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [getcortexapp.com: Why You Need a Microservices Catalog Tool](https://www.cortex.io/post/why-you-need-a-microservices-catalog-tool) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [opensource.com: What do we call post-modern system administrators?](https://opensource.com/article/21/7/system-administrators) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [redhat.com: Use automation to combat your increased workload](https://www.redhat.com/en/blog/automation-combat-increased-workload) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [redhat.com: Top 8 resources for microservices architecture of 2021](https://www.redhat.com/en/blog/best-microservices-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [nordicapis.com: 5 Protocols For Event-Driven API Architectures 🌟🌟🌟](https://nordicapis.com/5-protocols-for-event-driven-api-architectures) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to run selenium tests from Jenkins? Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project from command line? 🌟](https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [thenewstack.io - APISIX: An Open Source API Gateway for Microservices](https://thenewstack.io/apisix-an-open-source-api-gateway-for-microservices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [krakend.io: KrakenD framework becomes a Linux Foundation project](https://www.krakend.io/blog/krakend-framework-joins-the-linux-foundation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.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)** [YouTube: Deploying a Quarkus application into Kubernetes using JKube | Cloud Tool Time | Marc Nuri 🌟](https://www.youtube.com/watch?v=HDDfdZqwM1E&ab_channel=EclipseFoundation) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.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)** [youtube: API Testing Part 1- API Core Concepts](https://www.youtube.com/watch?v=b0D_bkcT4a4&ab_channel=SoftwareDiagnosticsCenter) 🌟🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC 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)*
-  - **(2021)** [alibabacloud.com: How to Create an Effective Technical Architectural Diagram?](https://www.alibabacloud.com/blog/how-to-create-an-effective-technical-architectural-diagram_596100) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [redhat.com: Design professional enterprise architecture diagrams with this open source tool (diagrams.net)](https://www.redhat.com/en/blog/design-enterprise-architecture-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [opensource.com: Modify your Kubernetes manifests with Kustomize](https://opensource.com/article/21/6/kustomize-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2021)** [itnext.io: Generating, transforming, and patching Kubernetes configuration with Kustomize](https://itnext.io/generating-transforming-and-patching-kubernetes-configuration-with-kustomize-fb7b02476a1b) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - **(2021)** [mirantis.com: Kustomize Tutorial: Creating a Kubernetes app out of multiple pieces](https://www.mirantis.com/blog/introduction-to-kustomize-part-1-creating-a-kubernetes-app-out-of-multiple-pieces) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2021)** [thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for Kubernetes Workloads](https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [blog.palark.com: Kubernetes snapshots: What are they and how to use them? 🌟](https://palark.com/blog/kubernetes-snaphots-usage) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on Kubernetes](https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [blocksandfiles.com: Red Hat OpenShift now does container storage backup 🌟](https://www.blocksandfiles.com/container-storage/2021/01/27/red-hat-openshift-now-does-container-storage-backup/1611166) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN 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)** [Quick Restoration through Replacing the Root Volumes of Amazon EC2 instances](https://aws.amazon.com/blogs/compute/quick-restoration-through-replacing-the-root-volumes-of-amazon-ec2) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [percona.com: The Benefits of Amazon RDS for MySQL](https://www.percona.com/blog/the-benefits-of-amazon-rds-for-mysql) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - **(2021)** [opensource.com: Get started with WildFly for Java web development](https://opensource.com/article/21/7/wildfly) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2021)** [zdnet.com: SQL, NoSQL? What's the difference these days?](https://www.zdnet.com/article/sql-nosql-whats-the-difference-these-days) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - **(2021)** [dev.to: NoSQL Database Design for E-Commerce Apps in 2021](https://dev.to/danielkolb/nosql-database-design-for-e-commerce-apps-in-2021-390e) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.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)** [automationreinvented.blogspot.com: Top 10 Jenkins Interview Question for SDET - DevOps - Automation QA?](https://automationreinvented.blogspot.com/2021/09/top-10-jenkins-interview-question-for.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationreinvented.blogspot.com: Top 20 Jenkins Interview Questions and Answers 2022 for SDET - DevOps - Automation QA? Refer for Getting pro in Jenkins](https://automationreinvented.blogspot.com/2021/12/top-20-jenkins-interview-questions-and.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [jakubstransky.com: 4 devs by devs: Kubernetes interview question made easy](https://jakubstransky.com/2021/11/05/4-devs-kubernetes-interview-question-made-easy) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationqahub.com: Latest Rest Assured Interview Questions](https://automationqahub.com/latest-rest-assured-interview-questions) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationreinvented.blogspot.com: Top 40 API Automation testing interview question for SDET and Automation QA ?](https://automationreinvented.blogspot.com/2021/03/top-40-api-testing-interview-question.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationqahub.com: Top Software Testing Interview Questions](https://automationqahub.com/popular-software-testing-interview-questions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationreinvented.blogspot.com: Top 70 interview questions on Automation Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?](https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [EC2 VM Import/Export now supports migration of virtual machines with Unified Extensible Firmware Interface (UEFI) boot to AWS](https://aws.amazon.com/about-aws) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [Amazon EC2 now offers Global View on the console to view all resources across regions together](https://aws.amazon.com/about-aws/whats-new/2021/09/amazon-ec2-global-view-console-regions) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [AWS Site-to-Site VPN releases updated Download Configuration utility](https://aws.amazon.com/about-aws/whats-new/2021/09/aws-site-to-site-vpn-download-configuration-utility) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [techcrunch.com: AWS to launch over 30 new Local Zones internationally starting in 2022](https://techcrunch.com/2021/12/02/aws-to-launch-over-30-new-local-zones-starting-in-2022) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [theregister.com: The big AWS event: 120 announcements but nothing has changed](https://www.theregister.com/off-prem/2021/12/09/the-big-aws-event-120-announcements-but-nothing-has-changed/605657) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [New AWS Solutions Implementation: Tag Tamer](https://aws.amazon.com/about-aws/whats-new/2021/06/new-aws-solutions-implementation-tag-tamer) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(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€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [aws.amazon.com: Share your Amazon CloudWatch Dashboards with anyone using AWS Single Sign-On](https://aws.amazon.com/blogs/mt/share-your-amazon-cloudwatch-dashboards-with-anyone-using-aws-single-sign-on) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [scrum.org: What Happens To The Sprint Backlog Items That Are Not Done?](https://www.scrum.org/resources/blog/vlog-what-happens-sprint-backlog-items-are-not-done) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [scrum.org: Scrum 2021: Getting You Started as Scrum Master or Product Owner](https://www.scrum.org/resources/blog/scrum-2021-getting-you-started-scrum-master-or-product-owner) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.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)** [cloudbees.com: How Asynchronous Communication Can Boost Productivity](https://www.cloudbees.com/blog/asynchronous-development) 🌟🌟🌟 [COMMUNITY-TOOL] [EN 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)** [creately.com: How to Better Manage Your Projects with Kanban Boards](https://creately.com/blog/project-management/what-is-a-kanban-board) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [rebelscrum.site: Characteristics of a Great Product Owner](https://www.rebelscrum.site/post/characteristics-of-a-great-product-owner) 🌟🌟🌟 [COMMUNITY-TOOL] [EN 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)** [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)** [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2021)** [cloudkatha.com: How to Setup Budget in AWS to Keep your Bill in Check](https://cloudkatha.com/how-to-setup-budget-in-aws-to-keep-your-bill-in-check) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2020)** [thenewstack.io: The Future of Ops Careers 🌟🌟](https://thenewstack.io/the-future-of-ops-careers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [scaledagileframework.com: DevOps 🌟🌟](https://www.scaledagileframework.com/devops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [developers.redhat.com: Red Hat JBoss Enterprise Application Platform expansion pack 1.0 (JBoss EAP XP) released](https://developers.redhat.com/blog/2020/06/17/red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-released) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/alexellis/run-job](https://github.com/alexellis/run-job) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [polarsquad.com: Check your Kubernetes deployments!](https://polarsquad.com/blog/check-your-kubernetes-deployments) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [auth0.com: Kubernetes Tutorial - Step by Step Introduction to Basic Concepts](https://auth0.com/blog/kubernetes-tutorial-step-by-step-introduction-to-basic-concepts) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [kubermatic.com: Keeping the State of Apps 6: Introduction to StatefulSets](https://www.kubermatic.com/blog/keeping-the-state-of-apps-6-introduction-to-statefulsets) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: A beginner's guide to Kubernetes Jobs and CronJobs](https://opensource.com/article/20/11/kubernetes-jobs-cronjobs) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Kubernetes Liveness and Readiness Probes](https://theithollow.com/2020/05/18/kubernetes-liveness-and-readiness-probes) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blog.alexellis.io: A Primer: Accessing services in Kubernetes](https://blog.alexellis.io/primer-accessing-kubernetes-services) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dev.to/vromanov: Kubernetes Services 🌟](https://dev.to/vromanov/kubernetes-services-1bj) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [thenewstack.io: Cloud Foundry Summit: Kubernetes Must Do Better by Developers](https://thenewstack.io/cloud-foundry-summit-kubernetes-must-do-better-by-developers) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [hackernoon.com: How To Deploy Code Faster Using Kubernetes](https://hackernoon.com/how-to-deploy-code-faster-using-kubernetes-jh1y3ul0) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [thoughtbot.com: Zero Downtime Rails Deployments with Kubernetes](https://thoughtbot.com/blog/zero-downtime-rails-deployments-with-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [mitchellh/terraform-provider-multispace](https://github.com/mitchellh/terraform-provider-multispace) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [cloudowski.com: Honest review of OpenShift 4 🌟](https://cloudowski.com/articles/honest-review-of-openshift-4) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [thenewstack.io: Red Hat Launches an OpenShift-Based Marketplace to Aid Multicloud Portability 🌟](https://thenewstack.io/red-hat-launches-an-openshift-based-marketplace-to-aid-multicloud-portability) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com - Best practices: Using health checks in the OpenShift 4.5 web console 🌟](https://developers.redhat.com/blog/2020/07/20/best-practices-using-health-checks-in-the-openshift-4-5-web-console) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: Command-line cluster management with Red Hat OpenShift’s new web terminal (tech preview)](https://developers.redhat.com/blog/2020/10/01/command-line-cluster-management-with-red-hat-openshifts-new-web-terminal-tech-preview) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.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)*
-  - **(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)** [youtube: Deploy OpenShift 4 to vSphere using OpenShift's UPI](https://www.youtube.com/watch?v=DLB9m17aGus) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [schabell.org: Cloud-native development - A blueprint 🌟](https://www.schabell.org/2020/05/cloud-native-development-a-blueprint.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [developers.redhat.com: Build and deploy a serverless app with Camel K and Red Hat OpenShift Serverless 1.5.0 Tech Preview](https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [thenewstack.io: Build a Serverless API with AWS Gateway and Lambda](https://thenewstack.io/build-a-serverless-api-with-aws-gateway-and-lambda) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [thenewstack.io: TriggerMesh: Open Sourcing Event-Driven Applications](https://thenewstack.io/triggermesh-open-sourcing-event-driven-applications) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [developer.okta.com: Spring Cloud Config for Shared Microservice Configuration](https://developer.okta.com/blog/2020/12/07/spring-cloud-config) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [containerjournal.com: Red Hat Adds Java Runtime for Kubernetes to Subscription](https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [quarkus.io: Quarkus support in IDE's](https://quarkus.io/blog/march-of-ides) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [youtube: CyberJUG-HH:Why is everybody talking about Quarkus?](https://www.youtube.com/watch?v=nXXPOS8gjtA) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [dmcommunity.org: Who will win? Spring Boot or Quarkus](https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Example: Smarkets's Marge-bot for GitLab keeps master always green](https://smarketshq.com/marge-bot-for-gitlab-keeps-master-always-green-6070e9d248df) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [Armada](https://github.com/armadaproject/armada) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [kube-burner 🌟](https://github.com/kube-burner/kube-burner) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [opensource.com: Why I use Ingress Controllers to expose Kubernetes services](https://opensource.com/article/20/8/ingress-controllers-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [ungleich.ch: Building Ingress-less Kubernetes Clusters](https://ungleich.ch/u/blog/kubernetes-without-ingress) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [blog.alexellis.io: Get kubectl access to your private cluster from anywhere](https://blog.alexellis.io/get-private-kubectl-access-anywhere) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [thenewstack.io: Service Mesh Adds Security, Observability and Traffic Control to Kubernetes](https://thenewstack.io/service-mesh-adds-security-observability-and-traffic-control-to-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [lucperkins.dev: Service mesh use cases](https://lucperkins.dev/blog/service-mesh-use-cases) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [infoq.com: Adoption of Cloud Native Architecture, Part 3: Service Orchestration and Service Mesh](https://www.infoq.com/articles/cloud-native-architecture-adoption-part3) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [thenewstack.io: DevOps Is Fed by a Tools Culture Loop](https://thenewstack.io/devops-is-fed-by-a-tools-culture-loop) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2020)** [gitkraken.com: DevOps Tools Report 2020 🌟](https://www.gitkraken.com/reports/devops-report-2020) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2020)** [hackr.io: Top 10 DevOps Tools To Look For in 2020](https://hackr.io/blog/top-devops-tools) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2020)** [reviewnprep.com: DevOps Tool Primer: Docker, Kubernetes, Ansible](https://reviewnprep.com/blog/devops-tool-comparison-docker-vs-kubernetes-vs-ansible) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.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)** [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)*
-  - **(2020)** [forbes.com: DevOps Drives Pentesting Delivered As A Service](https://www.forbes.com/sites/chenxiwang/2020/06/17/devops-drives-pentesting-delivered-as-a-service) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [Git Credential Manager Core: Building a universal authentication experience](https://github.blog/open-source/git/git-credential-manager-core-building-a-universal-authentication-experience) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [blog.alexellis.io: Bare-metal Kubernetes with K3s](https://blog.alexellis.io/bare-metal-kubernetes-with-k3s) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [Start using systemd as a troubleshooting tool](https://opensource.com/article/20/5/systemd-troubleshooting-tool) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [igoroseledko.com: Awk & sed Snippets for SysAdmins](https://www.igoroseledko.com/awk-sed-snippets-for-sysadmins) 🌟🌟🌟 [COMMUNITY-TOOL] [AWK CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [learnsteps.com: Difference between minor page faults vs major page faults](https://www.learnsteps.com/difference-between-minor-page-faults-vs-major-page-faults) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.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)*
-  - **(2020)** [opensource.com: Bypass your Linux firewall with SSH over HTTP](https://opensource.com/article/20/7/linux-shellhub) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [redhat.com: Recursive Vim macros: One step further into automating repetitive tasks](https://www.redhat.com/en/blog/recursive-vim-macros) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [First web scraper](https://first-web-scraper.readthedocs.io/en/latest) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [towardsdatascience.com: Unlimited scientific libraries and applications in Kubernetes, instantly!](https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-in-kubernetes-instantly-b69b192ec5e5) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [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)** [strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka](https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka) 🌟🌟🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Introduction to Strimzi: Apache Kafka on Kubernetes (KubeCon Europe 2020) 🌟](https://developers.redhat.com/blog/2020/08/14/introduction-to-strimzi-apache-kafka-on-kubernetes-kubecon-europe-2020) 🌟🌟🌟 [COMMUNITY-TOOL] 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)*
-  - **(2020)** [strimzi.io: Optimizing Kafka producers 🌟](https://strimzi.io/blog/2020/10/15/producer-tuning) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Pulsar vs Kafka – Comparison and Myths Explored](https://www.kai-waehner.de/blog/2020/06/09/apache-kafka-versus-apache-pulsar-event-streaming-comparison-features-myths-explored) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [towardsdatascience.com: Apache Airflow for containerized data-pipelines](https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [towardsdatascience.com: Apache Airflow Architecture 🌟](https://towardsdatascience.com/apache-airflow-architecture-496b9cb28288) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [loves.cloud: Kubernetes: An Introduction](https://loves.cloud/kubernetes-an-introduction) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [weave.works: 6 Business Benefits of Kubernetes](https://www.weave.works/blog/6-business-benefits-of-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [opensource.com: 6 container concepts you need to understand](https://opensource.com/article/20/12/containers-101) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(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€” *Go to [Section](./introduction.md)*
-  - **(2020)** [devops.com: 6 Advantages of Microservices](https://devops.com/6-advantages-of-microservices) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [thenewstack.io: Are Private Clouds Proliferating?](https://thenewstack.io/google-and-oracle-cloud-adoption-doubles-among-enterprises-3) 🌟🌟🌟 [COMMUNITY-TOOL] 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)** [thenewstack.io: Study: Silos Are the Chief Impediment to IT and Business Value](https://thenewstack.io/study-silos-are-chief-impediment-to-it-and-business-value) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(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€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2020)** [developers.redhat.com: Cloud-native Java applications made easy: Eclipse JKube 1.0.0 now available](https://developers.redhat.com/blog/2020/09/09/cloud-native-java-applications-made-easy-eclipse-jkube-1-0-0-now-available) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(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€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [blog.marcnuri.com: Eclipse JKube introduction: Java tools and plugins for Kubernetes and OpenShift](https://blog.marcnuri.com/eclipse-jkube-introduction-kubernetes-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [vogella.com: Maven for Building Java application - Tutorial](https://www.vogella.com/tutorials/ApacheMaven/article.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [maarten.mulders.it: What's New in Maven 4](https://maarten.mulders.it/2020/11/whats-new-in-maven-4) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [dev.to: Maven Plugin Configuration - The (Unknown) Tiny Details](https://dev.to/khmarbaise/maven-plugin-configuration-the-unknown-tiny-details-1emm) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [rieckpil.de: Maven Setup For Testing Java Applications](https://rieckpil.de/maven-setup-for-testing-java-applications) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [Handwritten Maven archetype project scaffolding](https://www.programmersought.com/article/1858176023) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [howtodoinjava.com: Maven IntelliJ Idea Project](https://howtodoinjava.com/maven/how-to-convert-maven-java-project-to-intellij-idea-project) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2020)** [developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications to OpenShift](https://developers.redhat.com/blog/2020/06/02/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.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)** [softwaretestingportal.com: API Testing, Key Terminologies and more...](https://www.softwaretestingportal.com/2020/03/31/api-testing) 🌟🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2020)** [blog.stack-labs.com: Kustomize - The right way to do templating in Kubernetes](https://blog.stack-labs.com/code/kustomize-101) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.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)** [aithority.com: Bacula Systems Announces World’s First Enterprise-Class Backup and Recovery Solution for Red Hat OpenShift](https://aithority.com/it-and-devops/cloud/bacula-systems-announces-worlds-first-enterprise-class-backup-and-recovery-solution-for-red-hat-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2020)** [acloudguru.com: AWS adds to the no-code pile: Is it the end of the engineer?](https://www.pluralsight.com/resources/blog/cloud/aws-adds-to-the-no-code-pile-is-it-the-end-of-the-engineer) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - **(2020)** [thoughtworks.com: NoSQL Databases, an overview](https://www.thoughtworks.com/insights/blog/nosql-databases-overview) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - **(2020)** [Python mini-quiz](https://www.mypythonquiz.com) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [automationreinvented.blogspot.com: Top 11 Kubernetes interview question and answers for SDET Devops QA SET-01?](https://automationreinvented.blogspot.com/2020/09/top-11-kubernetes-interview-question.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [automationreinvented.blogspot.com: Top Interview Question on Kubernetes for SDET/Devops Set-03? ReplicaSet in K8S](https://automationreinvented.blogspot.com/2020/11/top-interview-question-on-kubernetes.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [learnsteps.com: DevOps Interview Questions: Important Python questions](https://www.learnsteps.com/devops-interview-questions-important-python-questions) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [scrum.org: Make Sure You Don’t Build High Performing Teams Just to Deliver Wrong Things Faster](https://www.scrum.org/resources/blog/make-sure-you-dont-build-high-performing-teams-just-deliver-wrong-things-faster) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [scrum.org: Minimum Viable Product Considered Harmful 🌟](https://www.scrum.org/resources/blog/minimum-viable-product-considered-harmful) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [hbr.org: What It Takes to Give a Great Presentation](https://hbr.org/2020/01/what-it-takes-to-give-a-great-presentation) 🌟🌟🌟 [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [devopsonline.co.uk: DevOps and the emergence of TestOps!](https://www.devopsonline.co.uk/devops-and-the-emergence-of-testops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [functionize.com: Testers vs TDD](https://www.functionize.com/blog/testers-vs-tdd) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - **(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) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2019)** [techbeacon.com: An essential guide to the 2019 serverless ecosystem](https://techbeacon.com/enterprise-it/essential-guide-2019-serverless-ecosystem) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2019)** [redhat.com: Using Ansible to deploy Microsoft SQL Server 2019 on Red Hat Enterprise Linux 8](https://www.redhat.com/en/blog/mssql-linux-easy) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2019)** [Kourier](https://github.com/knative-extensions/net-kourier) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [groundnuty/k8s-wait-for 🌟](https://github.com/groundnuty/k8s-wait-for) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [blogit.create.pt: Pros and Cons of Single Tenant vs Multiple Tenants in Office 365](https://blogit.create.pt/miguelisidoro/2019/01/07/pros-and-cons-of-single-tenant-vs-multiple-tenants-in-office-365) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2019)** [infoq.com: Introducing Traffic Director: Google's Service Mesh Control Plane](https://www.infoq.com/news/2019/04/google-traffic-director) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2019)** [Steve Horsfield: DevOps tricks - Templating YAML files](https://stevehorsfield.wordpress.com/2019/08/13/devops-tricks-templating-yaml-files) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2019)** [Understanding Red Hat AMQ Streams components for OpenShift and Kubernetes 🌟](https://developers.redhat.com/blog/2019/12/04/understanding-red-hat-amq-streams-components-for-openshift-and-kubernetes-part-1) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [infoq.com: Event Streams and Workflow Engines – Kafka and Zeebe 🌟](https://www.infoq.com/news/2019/05/kafka-zeebe-streams-workflows) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [IBM Leverages Containers to Advance DevOps on Mainframes](https://cloudnativenow.com/topics/cloudnativedevelopment/ibm-leverages-containers-to-advance-devops-on-mainframes) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2019)** [Kubernetes Interview Questions and Answers 2019 2020](https://linux.amitmaheshwari.in/2019/11/kubernetes-interview-questions-and.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2019)** [hbr.org: How to Debate Ideas Productively at Work](https://hbr.org/2019/01/how-to-debate-ideas-productively-at-work) 🌟🌟🌟 [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2019)** [hbr.org: The Surprising Power of Simply Asking Coworkers How They’re Doing](https://hbr.org/2019/02/the-surprising-power-of-simply-asking-coworkers-how-theyre-doing) 🌟🌟🌟 [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2018)** [Fabric8 Pipeline Library](https://github.com/fabric8io/fabric8-pipeline-library) 🌟🌟🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes](https://github.com/kubernetes-sigs/node-feature-discovery) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [ctrox/csi-s3](https://github.com/ctrox/csi-s3) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [thenewstack.io: Linkerd 2.0: The Service Mesh for Service Owners, Platform Architects, SREs](https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform-architects-sres) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2018)** [phauer.com: Why I Moved Back from Gradle to Maven](https://phauer.com/2018/moving-back-from-gradle-to-maven) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2018)** [cloudacademy.com: Migrating Data to AWS Using the AWS Schema Conversion' Tool: A Preview](https://cloudacademy.com/blog/migrating-data-to-aws) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - **(2018)** [Traditional database replication drawbacks](https://www.nuodb.com/blog/replication-is-it-easy) 🌟🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - **(2018)** [javaguides.net: Java main() Method Interview Questions with Answers](https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2017)** [The Segment AWS Stack](https://segment.com/blog/the-segment-aws-stack) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2017)** [atombender/ktail 🌟](https://github.com/atombender/ktail) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [oreilly.com: how to use pivot tables in Pandas step-by-step](https://www.oreilly.com/learning/pivot-tables) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.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)*
-  - **(2016)** [zshdb.readthedocs.io](https://zshdb.readthedocs.io/en/latest) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2016)** [Wait until Your Dockerized Database Is Ready before Continuing](https://nickjanetakis.com/blog/wait-until-your-dockerized-database-is-ready-before-continuing) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2016)** [github.com/nickjj/wait-until](https://github.com/nickjj/wait-until) 🌟🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2016)** [analyticsvidhya.com: A Complete Tutorial to Learn Data Science with Python from Scratch](https://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [analyticsvidhya.com: Tutorial – Python List Comprehension With Examples](https://www.analyticsvidhya.com/blog/2016/01/python-tutorial-list-comprehension-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.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)*
-  - **(2016)** [gcreddy.com: Domain Knowledge for Software Testers](https://www.gcreddy.com/2016/06/domain-knowledge-for-testers.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - **(2015)** [Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures](https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python 🌟](https://www.analyticsvidhya.com/blog/2015/06/infographic-cheat-sheet-data-exploration-python) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Profiling Python using cProfile: a concrete case](https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Ansible and AWS: cloud IT automation management](https://cloudacademy.com/blog/ansible-aws) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [London Calling! An AWS Region is coming to the UK!](https://www.allthingsdistributed.com/2015/11/aws-announces-uk-region.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2015)** [hbr.org: How to Give Tough Feedback That Helps People Grow](https://hbr.org/2015/08/how-to-give-tough-feedback-that-helps-people-grow) 🌟🌟🌟 [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2014)** [Rultor, a Merging Bot](https://www.yegor256.com/2014/07/24/rultor-automated-merging.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2014)** [binarytides.com - 10 examples of Linux ss command to monitor network connections](https://www.binarytides.com/linux-ss-command) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2013)** [Copr](https://pagure.io/copr/copr) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./linux.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)*
-  - **(2011)** [climagic.org](https://www.climagic.org) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2009)** [Linux 101 Hacks](https://linux.101hacks.com) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2004)** [tldp.org: The Linux System Administrator's Guide 🌟](https://tldp.org/LDP/sag/html/index.html) 🌟🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [AWS Well-Architected IaC Analyzer](https://github.com/aws-samples/well-architected-iac-analyzer) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.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)** [twitter.com/openshift](https://x.com/openshift) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [khanacademy.org](https://www.khanacademy.org) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [Jenkins opentelemetry-plugin 🌟](https://github.com/jenkinsci/opentelemetry-plugin) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [steveazz/awesome-slo: Awesome SLOs](https://github.com/steve-mt/awesome-slo) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/iximiuz: Awesome Container Tinkering](https://github.com/iximiuz/awesome-container-tinkering) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome DevOps](https://github.com/awesome-soft/awesome-devops) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [awesome-architecture.com: 🎨 Awesome Software Architecture 🌟](https://awesome-architecture.com) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) 🌟](https://github.com/ran-isenberg/aws-lambda-handler-cookbook) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/adriannovegil/awesome-observability: Awesome Observability 🌟](https://github.com/adriannovegil/awesome-observability) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow 🌟](https://github.com/terrytangyuan/awesome-kubeflow) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Project Management](https://github.com/shahedbd/awesome-project-management) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [teamcode-inc/kubeorbit](https://github.com/teamcode-inc/kubeorbit) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [PaloAltoNetworks/rbac-police](https://github.com/PaloAltoNetworks/rbac-police) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [m9sweeper/m9sweeper](https://github.com/m9sweeper/m9sweeper) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/controlplaneio/badrobot](https://github.com/controlplaneio/badrobot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [pvc-autoresizer](https://github.com/topolvm/pvc-autoresizer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [gardener/terraformer: Terraformer](https://github.com/gardener/terraformer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [groundcover-com/murre](https://github.com/groundcover-com/murre) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/oslabs-beta/ClusterWatch](https://github.com/oslabs-beta/ClusterWatch) 🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/SimonTheLeg/konf-go](https://github.com/SimonTheLeg/konf-go) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/we-dcode/kubetunnel](https://github.com/we-dcode/kubetunnel) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Move2Kube 🌟](https://github.com/konveyor/move2kube) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [FOSS Force](https://fossforce.com) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [High Mobility @Youtube](https://www.youtube.com/channel/UCZNjYn1NXEgPa_ENPna9Atw) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Axway API Management @Youtube](https://www.youtube.com/channel/UCsRNLDnXvgtz6qsleSlVcqQ) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [MuleSoft @Youtube](https://www.youtube.com/user/mulesoftvids) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [twitter.com/ASFMavenProject: The official twitter feed of the Apache Maven Project](https://x.com/ASFMavenProject) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [twitter.com/ASFMavenRelease: Maven Plugin Release](https://x.com/ASFMavenRelease) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2026)** [kube-logging/logging-operator](https://github.com/kube-logging/logging-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [NuGet/docs.microsoft.com-nuget: nuspec](https://github.com/NuGet/docs.microsoft.com-nuget/blob/main/docs/reference/nuspec.md) 🌟🌟 [COMMUNITY-TOOL] [XML CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2025)** [Plugin Installation Manager Tool](https://github.com/jenkinsci/plugin-installation-manager-tool) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [HolmesGPT (Robusta)](https://github.com/HolmesGPT/holmesgpt) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.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)*
-  - **(2025)** [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [github.com/Azure/awesome-terraform](https://github.com/Azure/awesome-terraform) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [HULL](https://github.com/vidispine/hull) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [redhat-certification: chart-verifier: Rules based tool to certify Helm charts' 🌟](https://github.com/redhat-certification/chart-verifier) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [github.com/projectsveltos: sveltosctl](https://github.com/projectsveltos/sveltosctl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [Kotal operator](https://github.com/kotalco/kotal) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [NVIDIA GPU Operator](https://github.com/NVIDIA/gpu-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [smartxworks/virtink](https://github.com/smartxworks/virtink) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/replicatedhq/troubleshoot](https://github.com/replicatedhq/troubleshoot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator](https://github.com/cloudtty/cloudtty) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [stakater/Forecastle](https://github.com/stakater/Forecastle) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [toboshii/hajimari](https://github.com/toboshii/hajimari) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [Kube-Ray](https://github.com/ray-project/kuberay) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [kudobuilder/kuttl](https://github.com/kudobuilder/kuttl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/flomesh-io/pipy](https://github.com/flomesh-io/pipy) 🌟🌟 [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [Amazon EC2 Metadata Mock](https://github.com/aws/amazon-ec2-metadata-mock) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2025)** [AWS Data Pipeline Documentation](https://docs.aws.amazon.com/data-pipeline) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-data.md)*
-  - **(2024)** [github.com/leg100/pug: PUG](https://github.com/leg100/pug) 🌟🌟 [COMMUNITY-TOOL] [GO 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)*
-  - **(2024)** [Red Hat Marketplace](https://marketplace.redhat.com/sunset) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [Velocity](https://velocity.silverlakesoftware.com) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [Ansible Collections 🌟](https://github.com/ansible-collections) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [Amazon AWS Collection 🌟](https://github.com/ansible-collections/amazon.aws) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp' Vault SSH OTP and local password rotation](https://github.com/konstruktoid/ansible-hvault-inventory) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.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)*
-  - **(2024)** [tellerops/helm-teller](https://github.com/tellerops/helm-teller) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [Cass Operator](https://github.com/datastax/cass-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [connaisseur](https://github.com/sse-secure-systems/connaisseur) 🌟🌟 [COMMUNITY-TOOL] [PYTHON 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](./devops-tools.md)*
-  - **(2024)** [Qovery/pleco](https://github.com/Qovery/pleco) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [steveteuber/kubectl-graph ⭐](https://github.com/steveteuber/kubectl-graph) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/Azure-Samples/azure-ai-studio-secure-bicep](https://github.com/Azure-Samples/azure-ai-studio-secure-bicep) 🌟🌟 [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [github.com/AdminTurnedDevOps/CapabilityPE](https://github.com/AdminTurnedDevOps/CapabilityPE) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2024)** [Chainsaw - The ultimate end to end testing tool for Kubernetes operators](https://github.com/kyverno/chainsaw) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2024)** [github.com/kodemore/chili](https://github.com/kodemore/chili) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [github.com/SymbioticLab/Oobleck: Oobleck - Resilient Distributed Training' Framework](https://github.com/SymbioticLab/Oobleck) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [github.com/decodingml: Real-time news search engine using Upstash Kafka and Vector DB](https://github.com/decodingai-magazine/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [thenewstack.io: Kubernetes Evolution: From Microservices to Batch Processing Powerhouse 🌟🌟](https://thenewstack.io/kubernetes-evolution-from-microservices-to-batch-processing-powerhouse) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [chat.openai.com/g/g-6eSNNNvsB-kubernetes-terraformer: Kubernetes Terraformer](https://chatgpt.com/g/g-6eSNNNvsB-kubernetes-terraformer) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - **(2024)** [marketplace.atlassian.com:  License Manager - Easily track your software licenses](https://marketplace.atlassian.com/apps/1227641/license-manager-easily-track-your-software-licenses) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2024)** [github.com/dcasati/kubernetes-PlantUML](https://github.com/dcasati/kubernetes-PlantUML) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [k8studio.github.io/k8studio](https://github.com/K8Studio/K8studio) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions' Monitor and Advisor actions](https://github.com/GitHubSecurityLab/actions-permissions) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [itnext.io: Multi-Tenancy in Kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: POD rebalancing and allocations in kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kyma-incubator/terraform-provider-kind: Terraform Provider for kind (Kubernetes' IN Docker)](https://github.com/kyma-incubator/terraform-provider-kind) 🌟🌟 [COMMUNITY-TOOL] [GO 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/inkdrop-org/inkdrop-visualizer](https://github.com/inkdrop-org/inkdrop-visualizer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [Junos-terraform: JUNOS Terraform Automation Framework (JTAF)](https://github.com/Juniper/Junos-terraform) 🌟🌟 [COMMUNITY-TOOL] [GO 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)** [thechief.io: The Definitive Kubectl Cheat Sheet](https://thechief.io/c/editorial/definitive-kubectl-cheat-sheet) 🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [myfuturehub.com: Must Keep these Kubernetes Commands handy](https://myfuturehub.com/must-keep-these-kubernetes-commands-handy) 🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [myfuturehub.com: Useful commands of Docker](https://myfuturehub.com/useful-commands-of-docker) 🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [github: A very Long never ending Learning around Data Engineering & Machine' Learning](https://github.com/abhishek-ch/around-dataengineering) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.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)** [ori-edge/k8s_gateway](https://github.com/ori-edge/k8s_gateway) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [jspolicy](https://github.com/loft-sh/jspolicy) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kube-oidc-proxy](https://github.com/jetstack/kube-oidc-proxy) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com: NFS Ganesha server and external provisioner](https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [csi-rclone: CSI rclone mount plugin](https://github.com/wunderio/csi-rclone) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [hiddeco/Cronjobber](https://github.com/hiddeco/cronjobber) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Havener](https://github.com/homeport/havener) 🌟🌟 [COMMUNITY-TOOL] [GO 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)*
-  - **(2023)** [YannickRe/msgraph-utility-scripts](https://github.com/YannickRe/msgraph-utility-scripts) 🌟🌟 [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [ismiletechnologies.com: Secure DevOps Kit For Azure(AzSK)](https://ismiletechnologies.com/en_us/devsecops/secure-devops-kit-azureazsk) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [Maesh](https://traefik.io/traefik-mesh) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2023)** [rancher.com: Custom alerts using Prometheus queries](https://www.suse.com/c/rancher_blog/custom-alerts-using-prometheus-queries) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [Monitor Etcd with Prometheus and Grafana using Rancher](https://www.suse.com/c/rancher_blog/monitor-etcd-with-prometheus-and-grafana-using-rancher) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [suse.com: My First Impressions with SUSE Rancher Kubernetes Projects](https://www.suse.com/c/rancher_blog/my-first-impressions-with-suse-rancher-kubernetes-projects) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [K8s vs k3s](https://www.civo.com/blog/k8s-vs-k3s) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [github.com/aws-samples/cdk-k3s-cluster 🌟](https://github.com/aws-samples/aws-cdk-for-k3scluster) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [github.com/Saniewski/mongo-express-docker-extension](https://github.com/Saniewski/mongo-express-docker-extension) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [aiml.com: Large Language Models Quiz (Medium)](https://aiml.com/quizzes/deep-learning-large-language-models-quiz-medium) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [github.com/IBM/varnish-operator](https://github.com/IBM/varnish-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2023)** [geeksforgeeks.org: Difference between REST API and SOAP API](https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap-api) 🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.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)*
-  - **(2023)** [awslabs/cognito-at-edge](https://github.com/awslabs/cognito-at-edge) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)](https://github.com/awslabs/sustainability-scanner) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [dev.to: Kubernetes Kustomize Tutorial: A Beginner-Friendly Developer Guide!](https://dev.to/pavanbelagatti/kubernetes-kustomize-tutorial-a-beginner-friendly-developer-guide-322n) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2023)** [techiescamp.com: Kubernetes Kustomize Crash Course](https://courses.devopscube.com/l/products) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.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)** [env0.com: Automated Drift Detection 🌟](https://www.env0.com/blog/automated-drift-detection-with-env0) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [fairwinds.com: Configuration Drift in Kubernetes - What Is It and Why it Matters 🌟](https://www.fairwinds.com/blog/configuration-drift-kubernetes) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [debianmaster/actions-k3s](https://github.com/debianmaster/actions-k3s) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [opensource.com: A visual map of a Kubernetes deployment](https://opensource.com/article/22/3/visual-map-kubernetes-deployment) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: Kubernetes Instance Calculator 🌟🌟](https://learnkube.com/kubernetes-instance-calculator) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)*
-  - **(2022)** [github.com/tlkamp/terraform-provider-validation: Validation Provider](https://github.com/tlkamp/terraform-provider-validation) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [cloudtechtwitter.com: kubernetes common commands](https://www.cloudtechtwitter.com/2022/05/kubernetes-common-commands.html) 🌟🌟 [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [tutorialspoint.com/openshift](https://www.tutorialspoint.com/openshift/index.htm) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./elearning.md)*
-  - **(2022)** [Example: gitlab.gnome.org/marge-merge-bot](https://gitlab.gnome.org/users/sign_in) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [Code Dog](https://code-dog.app) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [JovianX/helm-release-plugin](https://github.com/JovianX/helm-release-plugin) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [chart-doc-gen: Helm Chart Documentation Generator](https://github.com/kubepack/chart-doc-gen) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [Kuby](https://getkuby.io) 🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [tremolosecurity.com: Updating kube-oidc-proxy](https://www.tremolo.io/post/updating-kube-oidc-proxy) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [rback: RBAC in Kubernetes visualizer 🌟🌟](https://github.com/team-soteria/rback) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [mattmoor/warm-image: Kubernetes WarmImage CRD](https://github.com/mattmoor/warm-image) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [K8sPurger 🌟](https://github.com/yogeshkk/K8sPurger) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kubectl-tmux-exec](https://github.com/predatorray/kubectl-tmux-exec) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [ruoshan/autoportforward](https://github.com/ruoshan/autoportforward) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Synator Kubernetes Secret and ConfigMap synchronizer 🌟](https://github.com/TheYkk/synator) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [hyscale 🌟](https://github.com/hyscale/hyscale) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [infoq.com: AWS Releases Multi-Cloud Kubernetes Autoscaler Karpenter](https://www.infoq.com/news/2022/01/karpenter-kubernetes-autoscaler) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kuberlogic](https://github.com/kuberlogic/kuberlogic) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [dirien/pulumi-civo-flux-bucket](https://github.com/dirien/pulumi-civo-flux-bucket) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [vcloud-lab.com: Create an Azure App registrations in Azure Active Directory using PowerShell & AzureCLI](https://vcloud-lab.com/entries/microsoft-azure/create-an-azure-app-registrations-in-azure-active-directory-using-powershell-azurecli) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [vcloud-lab.com: Get started and configure certificate-based authentication in Azure](https://vcloud-lab.com/entries/microsoft-azure/get-started-and-configure-with-certificate-based-authentication-in-azure) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [github.com/nnellans/bicep-guide](https://github.com/nnellans/bicep-guide) 🌟🌟 [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [rancher.com: Driving Kubernetes Adoption in Finance with Rancher](https://www.suse.com/c/rancher_blog/driving-kubernetes-adoption-in-finance-with-rancher) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [suse.com: Rancher Desktop 1.0.0 Has Arrived](https://www.suse.com/c/rancher_blog/rancher-desktop-1-0-0-has-arrived) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [blog.getambassador.io: Best Tools for Kubernetes Local Development: A Comprehensive Guide](https://blog.getambassador.io/best-tools-for-kubernetes-local-development-a-comprehensive-guide-3577d351d31e) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [clanktron/k3s-ansible](https://github.com/clanktron/k3s-ansible) 🌟🌟 [COMMUNITY-TOOL] [YML CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [Keptn Control Plane on k3s](https://github.com/keptn-sandbox/keptn-on-k3s) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [itnext.io: Running K3S workload in a restricted environment](https://itnext.io/running-k3s-workload-in-a-restricted-environment-c2f593d19005) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [makeuseof.com: The 4 Best RHEL-Based Alternatives to CentOS](https://www.makeuseof.com/best-centos-alternatives) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [makeuseof.com: The 7 Best Red Hat-Based Linux Distributions](https://www.makeuseof.com/best-red-hat-based-linux-distros) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [19 Common SSH Commands In Linux With Examples](https://phoenixnap.com/kb/linux-ssh-commands) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [bodywork-ml/bodywork-core: Bodywork](https://github.com/bodywork-ml/bodywork-core) 🌟🌟 [COMMUNITY-TOOL] [PYTHON 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)*
-  - **(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€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [rancher/cis-operator](https://github.com/rancher/cis-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [rigorousthemes.com: 10 Best Kubernetes Dashboard Alternatives 2022](https://rigorousthemes.com/blog/best-kubernetes-dashboard-alternatives) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [cio.com: Agile vs. waterfall: Project methodologies compared](https://www.cio.com/article/194093/agile-vs-waterfall-project-methodologies-compared.html) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [cloud.google.com: State of DevOps 2021 🌟](https://cloud.google.com/blog/products/devops-sre/announcing-dora-2021-accelerate-state-of-devops-report) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [github.com/venkateshk111/terraform-beginners-guide 🌟](https://github.com/venkateshk111/terraform-beginners-guide) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [StarpTech/k-andy](https://github.com/StarpTech/k-andy) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [thenewstack.io: Why developers should learn kubernetes](https://thenewstack.io/why-developers-should-learn-kubernetes) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: 5 Things Developers Need to Know About Kubernetes Management](https://thenewstack.io/5-things-developers-need-to-know-about-kubernetes-management) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: The New Stack’s Top Kubernetes Stories of 2021](https://thenewstack.io/the-new-stacks-top-kubernetes-stories-of-2021) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnsteps.com: What is a control plane? Basics on Kubernetes](https://www.learnsteps.com/what-is-a-control-plane-what-do-people-mean-by-this-basics-on-kubernetes) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoworld.com: How to beat the Kubernetes skills shortage](https://www.infoworld.com/article/2337368/how-to-beat-the-kubernetes-skills-shortage.html) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnsteps.com: Basics on Kubernetes: What exactly is a ReplicaSet](https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-replicaset) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [cloud.google.com: The past, present, and future of Kubernetes with Eric Brewer](https://cloud.google.com/blog/products/containers-kubernetes/the-rise-and-future-of-kubernetes-and-open-source-at-google) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [garutilorenzo/k3s-aws-terraform-cluster](https://github.com/garutilorenzo/k3s-aws-terraform-cluster) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [homebusinessmag.com: Certificates Alone Won’t Get You Hired, You Need Certifications β€œPlus”!](https://homebusinessmag.com/businesses/success-tips/certificates-alone-wont-get-hired-need-certifications-plus) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2021)** [Jervis](https://github.com/samrocketman/jervis/wiki) 🌟🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [syslog-logger](https://plugins.jenkins.io/syslog-logger) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [ssbostan/jenkins-stack-docker](https://github.com/ssbostan/jenkins-stack-docker) 🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [CloudBees Docker Custom Build Environment](https://plugins.jenkins.io/docker-custom-build-environment) 🌟🌟 [COMMUNITY-TOOL] [JAVA 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)*
-  - **(2021)** [github.com/abessifi/ansible-sqlplus](https://github.com/abessifi/ansible-sqlplus) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [Example: GStreamer Merge Bot](https://gitlab.freedesktop.org/gstreamer-merge-bot) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git fundamentals, a complete guide | Leandro ProenΓ§a 🌟🌟](https://dev.to/leandronsp/git-fundamentals-a-complete-guide-do7) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [maorfr/helm-backup: Helm Backup Plugin](https://github.com/maorfr/helm-backup) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [jenkins-x/gsm-controller](https://github.com/jenkins-x/gsm-controller) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [armosec/regolibrary](https://github.com/kubescape/regolibrary) 🌟🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kitploit.com: Mesh-Kridik](https://kitploit.com/2021/12/mesh-kridik-open-source-security.html) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [k8s-cluster-simulator](https://github.com/pfnet-research/k8s-cluster-simulator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [k8s-mirror: Creates a local mirror of a kubernetes cluster in a docker container' to support offline reviewing 🌟](https://github.com/darkbitio/k8s-mirror) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [github.com/JamesTGrant/kubectl-debug](https://github.com/JamesTGrant/kubectl-debug) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [KUR8 🌟](https://github.com/oslabs-beta/KUR8) 🌟🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [govirtuo/kube-ns-suspender 🌟](https://github.com/kube-ns-suspender/kube-ns-suspender) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [itnext.io: Keep it simple K8s. Kubernetes GitOps using Jabos](https://itnext.io/keep-it-simple-k8s-c0c68c46eabb) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl-sudo](https://github.com/postfinance/kubectl-sudo) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl build (formerly known as kubectl-kaniko)](https://github.com/kvaps/kubectl-build) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl-fuzzy 🌟](https://github.com/d-kuro/kubectl-fuzzy) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kfilt](https://github.com/ryane/kfilt) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [tektoncd/chains](https://github.com/tektoncd/chains) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [ReallyLiri/kubescout: Kube-Scout](https://github.com/ReallyLiri/kubescout) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Trendyol/kink](https://github.com/Trendyol/kink) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [patrickdappollonio/kubectl-slice](https://github.com/patrickdappollonio/kubectl-slice) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [NimbleArchitect/kubectl-ice 🌟](https://github.com/NimbleArchitect/kubectl-ice) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [joyrex2001/kubedock](https://github.com/joyrex2001/kubedock) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [techcrunch.com: AWS launches Karpenter, an open source autoscaler for Kubernetes' clusters](https://techcrunch.com/2021/11/30/aws-launches-karpenter-an-open-source-autoscaler-for-kubernetes-clusters) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [agrenpoint.com: Azure AD & Microsoft Graph permission scopes, with Azure CLI](https://www.agrenpoint.com/azcli-adscope) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/CLI CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [dev.to: CI/CD Continuous Integration & Delivery Explained 🌟🌟](https://dev.to/semaphore/ci-cd-continuous-integration-delivery-explained-75l) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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)** [kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)](https://github.com/kubeopsskills/cloud-secret-resolvers) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo](https://github.com/chrisns/cosign-keyless-demo) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent](https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [w3schools.io: YAML - yaml vs yml file](https://www.w3schools.io/file/yaml-vs-yml) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [avencera/yamine](https://github.com/avencera/yamine) 🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [devclass.com: Rancher presents first big release after SUSE acquisition, ups game on hosted cluster provisioning](https://www.devclass.com/containers/2021/09/02/rancher-presents-first-big-release-after-suse-acquisition-ups-game-on-hosted-cluster-provisioning/1627301) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [suse.com: SUSE Rancher 2.6 delivers interoperability across multi-cloud environments with redesigned user experience, hosted cluster support, and improved security posture](https://www.suse.com/c/intro-rancher-2-6-features) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [dzone: Getting Started With Rancher 🌟](https://dzone.com/refcardz/getting-started-with-rancher) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [Bootstrap RKE Kubernetes Cluster in AWS Environment](https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [thenewstack.io: How K3s, Portworx, and Calico Can Serve as a Foundation of Cloud Native Edge Infrastructure](https://thenewstack.io/how-k3s-portworx-and-calico-can-serve-as-a-foundation-of-cloud-native-edge-infrastructure) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [thenewstack.io: Tutorial - Configure Cloud Native Edge Infrastructure with K3s, Calico, Portworx](https://thenewstack.io/tutorial-configure-cloud-native-edge-infrastructure-with-k3s-calico-portworx) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [codeburst.io: Creating a Local Development Kubernetes Cluster with k3s and Traefik Proxy](https://codeburst.io/creating-a-local-development-kubernetes-cluster-with-k3s-and-traefik-proxy-7a5033cb1c2d) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [sysdig.com: K3s + Sysdig: Deploying and securing your cluster… in less than 8 minutes! 🌟](https://www.sysdig.com/blog/k3s-sysdig-falco) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [gabrieltanner.org: Setting up a HA Kubernetes cluster using K3S](https://gabrieltanner.org/blog/ha-kubernetes-cluster-using-k3s) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [arstechnica.com: CentOS is goneβ€”but RHEL is now free for up to 16 production servers](https://arstechnica.com/gadgets/2021/01/centos-is-gone-but-rhel-is-now-free-for-up-to-16-production-servers) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [arstechnica.com: Why Red Hat killed CentOSβ€”a CentOS board member speaks](https://arstechnica.com/gadgets/2021/01/on-the-death-of-centos-red-hat-liaison-brian-exelbierd-speaks) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [zdnet.com: Red Hat introduces free RHEL for open-source, non-profit organizations](https://www.zdnet.com/article/free-red-hat-enterprise-linux-for-open-source-non-profit-organizations) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.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)** [dev.to: How to Manage Multiple SSH Key Pairs](https://dev.to/josephmidura/how-to-manage-multiple-ssh-key-pairs-1ik) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [linuxteck.com: 10 basic and most useful 'ssh' client commands in Linux](https://www.linuxteck.com/basic-ssh-client-commands-in-linux) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] 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)** [google/clusterfuzzlite 🌟](https://github.com/google/clusterfuzzlite) 🌟🌟 [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider' for Apache Kafka](https://github.com/strimzi/kafka-kubernetes-config-provider) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [strimzi/strimzi-canary](https://github.com/strimzi/strimzi-canary) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: Confluent and Microsoft Announce Strategic Alliance](https://www.confluent.io/blog/latest-partner-ecosystem) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [towardsdatascience.com: Automatically Generate Machine Learning Code with Just a Few Clicks](https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [analyticsindiamag.com: Is coding necessary to work as a data scientist?](https://analyticsindiamag.com/is-coding-necessary-to-work-as-a-data-scientist) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [makeuseof.com: hich Container System Should You Use: Kubernetes or Docker?](https://www.makeuseof.com/kubernetes-or-docker) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [blog.marcnuri.com: Eclipse JKube 1.4.0 is now available!](https://blog.marcnuri.com/eclipse-jkube-1-4-0) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2021)** [StatusBay](https://github.com/similarweb/statusbay) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [dev.to: Introduction to Kustomize - How to customize Kubernetes objects kubernetes](https://dev.to/katiatalhi/introduction-to-kustomize-how-to-customize-kubernetes-objects-3e08) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kustomize.md)*
-  - **(2021)** [dev.to: Best way to Automate AWS EBS Snapshots (without scripts)](https://dev.to/aws-builders/how-to-automate-aws-ebs-snapshots-54og) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(2021)** [Linkedin discussion: Need help on Backup and restore methods of EC2 using s3 services](https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6093375473969090562) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(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€” *Go to [Section](./lowcode-nocode.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)*
-  - **(2021)** [age-of-product.com: Scrum 2021: Getting You Started as Scrum Master or Product Owner](https://age-of-product.com/scrum-2021) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [stackoverflow.blog: The rise of the DevOps mindset 🌟](https://stackoverflow.blog/2020/06/10/the-rise-of-the-devops-mindset) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [acloudguru.com: 5 Reasons to NOT Move to DevOps 🌟](https://www.pluralsight.com/resources/blog/cloud/5-reasons-to-not-move-to-devops) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [infoq.com: Puppet Releases Its 2020 State of DevOps Report 🌟](https://www.infoq.com/news/2020/11/2020-devops-report) 🌟🌟 [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [opensource.com: A beginner's guide to everything DevOps 🌟](https://opensource.com/article/20/2/devops-beginners) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [github.blog: What is DevOps? A guide to common methods and misconceptions 🌟](https://github.blog/enterprise-software/devops/devops-definition) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [mindtheproduct.com: The Product Managers’ Guide to Continuous Delivery and DevOps 🌟🌟](https://www.mindtheproduct.com/what-the-hell-are-ci-cd-and-devops-a-cheatsheet-for-the-rest-of-us) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [thenewstack.io: From DevOps to DevApps. Event-Driven Architecture 🌟](https://thenewstack.io/from-devops-to-devapps) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [Distributed version of Spring Petclinic built with Spring Cloud 🌟](https://github.com/odedia/spring-petclinic-microservices) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.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)** [opensource.com: A beginner's guide to Kubernetes container orchestration](https://opensource.com/article/20/6/container-orchestration) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [luminousmen.com: Kubernetes 101](https://luminousmen.com/post/kubernetes-101) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [devcentral.f5.com: What is Kubernetes?](https://community.f5.com/kb/technicalarticles/what-is-kubernetes/281010) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [learnsteps.com: Basics on Kubernetes: What exactly is a deployment?](https://www.learnsteps.com/basics-on-kubernetes-what-exactly-is-a-deployment) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [openshift-yolo](https://github.com/e-minguez/openshift-yolo) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [How to Implement the Automerge feature that is missing from BitBucket cloud](https://poolofthought.com/how-to-implement-the-automerge-feature-that-is-missing-from-bitbucket-cloud) 🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github-rebase-bot](https://github.com/nicolai86/github-rebase-bot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.com/squalrus/merge-bot: PR Merge Bot](https://github.com/squalrus/merge-bot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [asdf-kubectl](https://github.com/asdf-community/asdf-kubectl) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [gopaddle-io/configurator](https://github.com/gopaddle-io/configurator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [haxsaw/hikaru 🌟](https://github.com/haxsaw/hikaru) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [witchery-project/witchery](https://github.com/witchery-project/witchery) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [theketchio/ketch 🌟](https://github.com/theketchio/ketch) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [blog.nootch.net: Kubernetes at Home With K3s](https://blog.nootch.net/post/kubernetes-at-home-with-k3s) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [PandasDatabase is a RESTful database engine application built on top of Pandas](https://pypi.org/project/pddb) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.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)*
-  - **(2020)** [Secretize 🌟](https://github.com/bbl/secretize) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kustomize.md)*
-  - **(2020)** [enterprisersproject.com: Scrum and Kanban: 3 realities CIOs should know](https://enterprisersproject.com/article/2020/10/scrum-kanban-3-realities-cios) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2019)** [hackernoon.com: The Ultimate Beginners Guide To Kubernetes and Container Orchestration](https://hackernoon.com/the-ultimate-beginners-guide-to-kubernetes-and-container-orchestration-5d83354y) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [karneliuk.com: REST API 1. Basics cheat sheet (Ansible, Bash, Postman, and Python) for GET using NetBox and Docker as examples](https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2019)** [karneliuk.com: REST API 2. Basics cheat sheet (Ansible, Bash, Postman, and Python) for POST/DELETE using NetBox and Docker as examples](https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2019)** [blog.openshift.com: OpenShift 4.2 vSphere Install Quickstart](https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-quickstart) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.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)*
-  - **(2019)** [DaspawnW/vault-crd](https://github.com/DaspawnW/vault-crd) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [4ARMED/kubeletmein](https://github.com/4ARMED/kubeletmein) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [ofek/csi-gcs](https://github.com/ofek/csi-gcs) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl](https://github.com/knight42/kubectl-blame) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [corneliusweig/konfig](https://github.com/corneliusweig/konfig) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes' pods](https://github.com/segmentio/kubectl-curl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [particledecay/kconf](https://github.com/particledecay/kconf) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [Python Multi-Process Execution Pool](https://github.com/eXascaleInfolab/PyExPool) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2019)** [How to Restore Your Instance Data from a Backup using Snapshots on AWS EC2/EBS](https://www.cloudinsidr.com/content/how-to-restore-your-instance-data-from-a-backup-using-snapshots-on-aws-ec2ebs) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(2019)** [thenewstack.io: Bad News for Cloud Computing: OpenStack Use Plummets and Discounts Dry Up](https://thenewstack.io/bad-news-for-cloud-computing-openstack-use-plummets-and-discounts-dry-up) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./private-cloud-solutions.md)*
-  - **(2018)** [Purposeful Commits](https://chrisarcand.com/purposeful-commits) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2018)** [blog.plasticscm.com: Add a mergebot to your repo!](https://blog.plasticscm.com/2018/09/add-mergebot-to-your-repo.html) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.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)*
-  - **(2018)** [target/pod-reaper](https://github.com/target/pod-reaper) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR](https://github.com/nabsul/k8s-ecr-login-renew) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [coursereport.com: A Beginner’s Guide to Python for Cybersecurity](https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [DictMySQL: A MySQL class for more convenient database manipulation with Python dictionary](https://github.com/gyli/DictMySQL) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2016)** [The State of Real-Time Web in 2016](https://banksco.de/p/state-of-realtime-web-2016.html) 🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2016)** [AWS Schema Conversion Tool now supports PostgreSQL as conversion target](https://aws.amazon.com/about-aws/whats-new/2016/01/aws-schema-conversion-tool-postgresql-support) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.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)*
-  - **(2016)** [New – Scheduled Reserved Instances](https://aws.amazon.com/blogs/aws/new-scheduled-reserved-instances) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2016)** [forbes.com: Explaining Agile 🌟](https://www.forbes.com/sites/stevedenning/2016/09/08/explaining-agile) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2015)** [AWS Mobile Hub – Build, Test, and Monitor Mobile Applications](https://aws.amazon.com/blogs/aws/aws-mobile-hub-build-test-and-monitor-mobile-applications) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2014)** [oravirt.wordpress.com: Getting started with ansible-oracle](https://oravirt.wordpress.com/2014/10/01/getting-started-with-ansible-oracle) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2014)** [oravirt.wordpress.com: Changes in ansible-oracle v1.2](https://oravirt.wordpress.com/2014/11/05/changes-in-ansible-oracle-v1-2) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2013)** [Quantum Taps AWS for Cloud-Powered Disaster Recovery](https://www.infostor.com/backup-and_recovery/quantum-taps-aws-for-cloud-powered-disaster-recovery.html) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - **(2009)** [twitter.com/commandlinefu](https://x.com/commandlinefu) 🌟🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [github.com/sclorg/mariadb-container](https://github.com/sclorg/mariadb-container) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [Awesome Spinnaker](https://github.com/robzienert/awesome-spinnaker) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [andredesousa/devops-best-practices](https://github.com/andredesousa/devops-best-practices) 🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Helm Kanvas Snapshot](https://github.com/meshery-extensions/helm-kanvas-snapshot) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [github.com/reddec/keycloak-ext-operator](https://github.com/reddec/keycloak-ext-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [rene6502/keepass-secret](https://github.com/rene6502/keepass-secret) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [pulumi/kube2pulumi](https://github.com/pulumi/kube2pulumi) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [github.com/AdamRussak/k8f](https://github.com/AdamRussak/k8f) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [deepfence/YaraHunter](https://github.com/deepfence/YaraHunter) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [GCF LearnFree.org](https://www.learnfree.org/en) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2025)** [Example of JCasC](https://github.com/halkeye-docker/docker-jenkins) 🌟 [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [github.com/Netcracker/KubeMarine](https://github.com/Netcracker/KubeMarine) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐](https://github.com/ahmetb/kubectl-foreach) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/Skarlso/crd-to-sample-yaml](https://github.com/Skarlso/crd-to-sample-yaml) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/Qovery/Torii](https://github.com/Qovery/Torii) 🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [bikeshed.fm: The Bike Shed](https://bikeshed.thoughtbot.com) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [github.com/terraform-aws-modules/terraform-aws-solutions](https://github.com/terraform-aws-modules/terraform-aws-solutions) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [kunchalavikram1427: kubernetes Public](https://github.com/kunchalavikram1427/Kubernetes_public) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.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)** [helm-changelog: Create changelogs for Helm Charts, based on git history](https://github.com/mogensen/helm-changelog) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [upmc-enterprises/registry-creds: Registry Credentials ⭐](https://github.com/upmc-enterprises/registry-creds) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/JovianX/Service-Hub](https://github.com/JovianX/Service-Hub) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/OWASP: OWASP Kubernetes Top 10 🌟](https://github.com/OWASP/www-project-kubernetes-top-ten) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devsecops.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)** [thenewstack.io: How Drift Detection and IaC Help Maintain a Secure Infrastructure](https://thenewstack.io/how-drift-detection-and-iac-help-maintain-a-secure-infrastructure) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update 🌟](https://k21academy.com/kubernetes/configmaps-secrets) 🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [Self-Service Kubernetes Namespaces Are A Game-Changer 🌟](https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-changer) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [github.com/seal-io/tap: Terraform Advanced Patcher (TAP)](https://github.com/seal-io/tap) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopshubproject/azure-terraform-ansible](https://github.com/devopshubproject/azure-terraform-ansible) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [registry.terraform.io/modules: azure-terraformer - azuredevops provider](https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [registry.terraform.io/modules/hlokensgard/rbac-administrator](https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/latest) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/RoseSecurity/Terramaid](https://github.com/RoseSecurity/Terramaid) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/squareops/terraform-aws-vpc](https://github.com/squareops/terraform-aws-vpc) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [tomwechsler/HashiCorp_Certified_Terraform_Associate](https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [Techworld with Nana: Learn DevOps topics easily](https://www.techworld-with-nana.com) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2023)** [Radware/radware-ansible: Radware Ansible Collection](https://github.com/Radware/radware-ansible) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [learngitbranching.js.org: Learn Git Branching 🌟](https://learngitbranching.js.org) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [realpython.com: Advanced Git Tips for Python Developers 🌟](https://realpython.com/advanced-git-for-pythonistas) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2023)** [shields.io 🌟](https://shields.io) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [github.com/carlosedp/lbconfig-operator: External Load Balancer Operator' 🌟](https://github.com/carlosedp/lbconfig-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [Ramilito/kubediff ⭐](https://github.com/Ramilito/kubediff) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [pymag09/kubecui](https://github.com/pymag09/kubecui) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com/oslabs-beta/Ekkremis](https://github.com/oslabs-beta/Ekkremis) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [oslabs-beta/Palaemon](https://github.com/oslabs-beta/Palaemon) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [harness.io: CI/CD Pipeline: Everything You Need to Know 🌟](https://www.harness.io/blog/ci-cd-pipeline) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [harness.io: What is Continuous Integration? 🌟](https://www.harness.io/harness-devops-academy/what-is-continuous-integration-ci) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [groundcover.com: Cloud-native CI/CD? Yeah, that’s a thing 🌟](https://www.groundcover.com/blog/ci-cd-kubernetes) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [spacelift.io: Kubernetes CI/CD Pipelines – 7 Best Practices and Tools | James Walker 🌟](https://spacelift.io/blog/kubernetes-ci-cd) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud' Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2023)** [github.com/10tanmay100: MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS](https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [eventstore.com: Service-Oriented Architecture vs Event-Driven Architecture 🌟](https://www.kurrent.io/blog/service-oriented-architecture-vs-event-driven-architecture) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [KDBG: Small Kubernetes debugging container](https://github.com/nvucinic/kdbg) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [What is Configuration Drift?](https://www.continuitysoftware.com/blog/it-resilience/what-is-configuration-drift) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [thenewstack.io: Cloud Drift Detection: How to Resolve Out-of-State Changes](https://thenewstack.io/cloud-drift-detection-how-to-resolve-out-of-state-changes) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge](https://github.com/paragpallavsingh/90DaysOfDevOps) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [jose-r-lopez/SSI_Materials](https://github.com/jose-r-lopez/SSI_Infraestructure_Automation_Materials) 🌟 [COMMUNITY-TOOL] [YAML/VAGRANTFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [openshift.com: The Hidden Dangers of Terminating Namespaces 🌟](https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.palark.com: ConfigMaps in Kubernetes: how they work and what you should remember 🌟](https://palark.com/blog/kubernetes-configmap-guide) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [kubermatic.com: Keeping the State of Apps Part 3: Introduction to ConfigMaps 🌟](https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to-configmaps) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [engineering.salesforce.com: Project Agumbe: Share Objects Across Namespaces in Kubernetes 🌟](https://engineering.salesforce.com/project-agumbe-share-objects-across-namespaces-in-kubernetes-1fc2e1ddb3eb) 🌟 [COMMUNITY-TOOL] [GO CONTENT] 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)** [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [badarsebard/terraforge](https://github.com/badarsebard/terraforge) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thomasthornton.cloud: Error: spawn terraform ENOENT when running Terraform in Azure DevOps Pipeline](https://thomasthornton.cloud/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [pie-r/terragrunt-vs-terraspace](https://github.com/pie-r/terragrunt-vs-terraspace) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [garutilorenzo/k8s-aws-terraform-cluster](https://github.com/garutilorenzo/k8s-aws-terraform-cluster) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [github.com/roib20: Terraform - Provision a GKE Cluster with Cloudflare Ingress' and ArgoCD](https://github.com/roib20/terraform-provision-gke-cloudflare) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [katacoda.com 🌟](https://www.katacoda.com) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2022)** [freecodecamp.org: Undo Git Add – How to Remove Added Files in Git 🌟](https://www.freecodecamp.org/news/undo-git-add-how-to-remove-added-files-in-git) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitkraken.com: Branching in Git 🌟](https://www.gitkraken.com/learn/git/branch) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [dev.to: ELI5: Git Rebase vs. Merge 🌟](https://dev.to/karaluton/explain-like-i-m-five-git-rebase-vs-merging-1k69) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [atlassian.com: Comparing Workflows 🌟](https://www.atlassian.com/git/tutorials/comparing-workflows) 🌟 [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [atlassian.com: Configuring branching models 🌟](https://confluence.atlassian.com/bitbucketserver/branches-776639968.html) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [Sentry Operator](https://github.com/jace-ys/sentry-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [chekr](https://github.com/ckotzbauer/chekr) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [NS Killer](https://github.com/germainlefebvre4/ns-killer) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [thinkinglabs.io: Feature Branching considered evil 🌟](https://thinkinglabs.io/talks/feature-branching-considered-evil.html) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [jfrog.com: How to Accelerate Software Delivery with Hybrid Cloud CI/CD (e-commerce) 🌟](https://jfrog.com/blog/how-to-accelerate-software-delivery-with-hybrid-cloud-ci-cd) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [Neoteroi/essentials-configuration-keyvault](https://github.com/Neoteroi/essentials-configuration-keyvault) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [github.com/erebe/personal-server: Personal server configuration with k3s' 🌟](https://github.com/erebe/personal-server) 🌟 [COMMUNITY-TOOL] [NIX CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [fepegar/vesseg](https://github.com/fepegar/vesseg) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [Keptn Jenkins Shared Library](https://github.com/keptn-sandbox/keptn-jenkins-library) 🌟 [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./keptn.md)*
-  - **(2022)** [github.com/aws-samples: How to set up continuous replication from your third-party' secrets manager to AWS Secrets Manager](https://github.com/aws-samples/aws-secrets-manager-hybrid-secret-replication-from-hashicorp-vault) 🌟 [COMMUNITY-TOOL] [PYTHON/TERRAFORM CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [felipecruz91/debug-ctr](https://github.com/felipecruz91/debug-ctr) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [linode.com: A Overview of Using Octant with Kubernetes](https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial) 🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [systemcraftsman/lab-tekton-pipelines: OpenShift Pipelines workshop](https://github.com/systemcraftsman/lab-tekton-pipelines) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [hbollon/k8s-voting-app-aws](https://github.com/hbollon/k8s-voting-app-aws) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/major/imagebuilder-containerized](https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/PacktPublishing: Kubernetes in Production Best Practices](https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: How to start with Kubernetes for begginer](https://dev.to/dhirajpatra/how-to-start-with-kubernetes-for-begginer-309e) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [opensource.com: Configure multi-tenancy with Kubernetes namespaces 🌟](https://opensource.com/article/21/2/kubernetes-namespaces) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thinksys.com: Understanding Multi-Tenancy in Kubernetes 🌟](https://thinksys.com/devops/kubernetes-multi-tenancy) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [devopshubproject/cka-lab](https://github.com/devopshubproject/cka-lab) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnk8s.io: Kubernetes wallpapers](https://learnkube.com/kubernetes-wallpapers) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: Kubernetes Cost Management and Analysis Guide 🌟](https://dev.to/cloudforecast/kubernetes-cost-management-and-analysis-guide-1e1b) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [github.com/kuhlman-labs/terraform-azurerm-landing-zone](https://github.com/kuhlman-labs/terraform-azurerm-landing-zone) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [Jenkins Remoting monitoring with OpenTelemetry Plugin 🌟](https://github.com/jenkinsci/remoting-opentelemetry-plugin) 🌟 [COMMUNITY-TOOL] [JAVA 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)** [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) 🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [lab.texthtml.net: Gitlab Merge Bot](https://lab.texthtml.net/gitlab/merge-bot) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Mergecrush](https://www.mergecrush.com) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Use Branches in Git – the Ultimate Cheatsheet 🌟](https://www.freecodecamp.org/news/how-to-use-branches-in-git) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [speakerdeck.com: 10 Git Anti Patterns You Should be Aware of 🌟](https://speakerdeck.com/lemiorhan/10-git-anti-patterns-you-should-be-aware-of) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Kev](https://github.com/appvia/tako) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [identity-server](https://github.com/kubeops/ui-server) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [chen-keinan/mesh-kridik](https://github.com/chen-keinan/mesh-kridik) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Tagger](https://github.com/ricardomaraschini/tagger) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [oslabs-beta/kubermetrics](https://github.com/oslabs-beta/kubermetrics) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Armada kubectl plugin 🌟](https://github.com/night-gold/armada) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [rkubelog 🌟](https://github.com/solarwinds/rkubelog) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [maorfr/kube-tasks: Kube tasks](https://github.com/maorfr/kube-tasks) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Pscheidl/kubexplorer](https://github.com/Pscheidl/kubectl-explorer) 🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [laurci/kubernate](https://github.com/laurci/kubernate) 🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [seaworthy: A CLI to verify #Kubernetes resource health !! 🌟](https://github.com/cakehappens/seaworthy) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kcg 🌟](https://github.com/bit-cloner/kcg) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl-eksporter 🌟](https://github.com/Kyrremann/kubectl-eksporter) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [cloud-ark/caastle](https://github.com/cloud-ark/caastle) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [jsonnet-controller](https://github.com/pelotech/jsonnet-controller) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [rottencandy/vimkubectl](https://github.com/rottencandy/vimkubectl) 🌟 [COMMUNITY-TOOL] [VIM SCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [appvia/cosign-keyless-admission-webhook](https://github.com/appvia/cosign-keyless-admission-webhook) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [openclarity/kubeclarity](https://github.com/openclarity/kubeclarity) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [biosimulations/deployment](https://github.com/biosimulations/deployment) 🌟 [COMMUNITY-TOOL] [HELM CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [patrickdappollonio/tabloid: tabloid -- your tabulated data's best friend](https://github.com/patrickdappollonio/tabloid) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [CI/CD Best Practices 🌟](https://blog.bitsrc.io/ci-cd-best-practices-bca0ef665677) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [cloudbees.com: 7 Tips for Creating A Successful CI/CD Pipeline 🌟](https://www.cloudbees.com/blog/tips-creating-successful-cicd-pipeline) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [Top 5 CI/CD best practices for 2021 🌟](https://circleci.com/blog/top-5-ci-cd-best-practices) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [github.com/stakater/Xposer](https://github.com/stakater/Xposer) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [askmeegs/yaml-your-cloud](https://github.com/askmeegs/yaml-your-cloud) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2021)** [github.com: AKS: Use AAD identity for pods and make your SecOps happy](https://github.com/dfrappart/articles/blob/master/podidentityjourney.md) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [github.com/gruberdev/local-gitops: Local Gitops 🌟](https://github.com/gruberdev/local-gitops) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [tinyzimmer/k3p](https://github.com/tinyzimmer/k3p) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [k3s-gitlab](https://github.com/apk8s/k3s-gitlab) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [dev.to/dashaun: K3s on Raspberry Pi and ClusterHat](https://dev.to/dashaun/k3s-on-raspberry-pi-and-clusterhat-m6k) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [infoworld.com: Red Hat’s crime against CentOS](https://www.infoworld.com/article/2261531/red-hats-crime-against-centos.html) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [Grant-Revoke-ssh-access](https://github.com/suraksha-123/Grant-Revoke-ssh-access) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [Auto-SSH for Linux security](https://github.com/mohanad86/secure-ssh-python) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [equalexperts.com: Event driven architecture: the good, the bad, and the ugly 🌟](https://www.equalexperts.com/blog/tech-focus/event-driven-architecture-the-good-the-bad-and-the-ugly) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [ubi-micro: RHEL tiny images to build containers 🌟](https://github.com/fatherlinux/ubi-micro) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [aquasecurity/cloudsec-icons](https://github.com/aquasecurity/cloudsec-icons) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [kubectl-vpa](https://github.com/ninlil/kubectl-vpa) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [github.com/oslabs-beta: Odin's Eye](https://github.com/oslabs-beta/OdinsEye) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2020)** [How to get from DevOps to NoOps: 5 steps](https://enterprisersproject.com/article/2020/3/how-get-devops-noops-5-steps) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [DevOps engineers: Common misconceptions about the role](https://enterprisersproject.com/article/2020/6/devops-engineer-role-common-misconceptions) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [enterprisersproject.com: 3 DevOps skills IT leaders need for the next normal](https://enterprisersproject.com/article/2020/7/3-devops-skills-it-leaders-need-next-normal) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [thenewstack.io: DevOps World: DevOps Moves to Resilient Collaboration](https://thenewstack.io/post-pandemic-devops-moves-to-resilient-collaboration) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [opensource.com: Create a DevOps culture with open source principles](https://opensource.com/article/20/12/remote-devops) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [DevOps for beginners: Where to start learning and focusing](https://enterprisersproject.com/article/2020/6/devops-beginners-where-start) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [containerjournal.com: How the Rise of Containers Will Drive DevOps](https://cloudnativenow.com/topics/cloudnativedevelopment/how-the-rise-of-containers-will-drive-devops) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [smartsheet.com: The Way of DevOps: A Primer on DevOps Principles and Practices](https://www.smartsheet.com/devops) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [BBVA - DevOps: quΓ© es y cΓ³mo mejorar los procesos gracias a esta estrategia](https://www.bbva.com/es/innovacion/devops-que-es-y-como-mejorar-los-procesos-gracias-a-esta-estrategia) 🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [red-gate.com: Automated Production Deployments are Not the Key to DevOps Performance](https://www.red-gate.com/blog/automated-production-deployments-are-not-the-key-to-devops-performance) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [cloudacademy.com: Blog / DevOpsDevOps: Why Is It Important to Decouple Deployment From Release?](https://platform.qa.com/login) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [devops.com: Survey Surfaces High Reliance on DevOps to Build and Deploy APIs](https://devops.com/survey-surfaces-high-reliance-on-devops-to-build-and-deploy-apis) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [forbes: Why No One Understands Agile, SCRUM & DevOps & Why Perfect Technology Abstractions Are Sure To Fail](https://www.forbes.com/sites/steveandriole/2020/10/01/why-no-one-understands-agile-scrum--devops--why-perfect-technology-abstractions-are-sure-to-fail) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [github.blog: How to make DevOps your competitive advantage](https://github.blog/enterprise-software/devops/how-to-make-devops-your-competitive-advantage) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) 🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aalmiray/q-cli](https://github.com/aalmiray/q-cli) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Awesome Openshift 2](https://github.com/oscp/awesome-openshift3) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2020)** [github: OpenShift Pipelines Node.js Tutorial](https://github.com/csantanapr/faststart2020-pipelines-lab) 🌟 [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [github.com/tom-256/ansible-awx-packer](https://github.com/tom-256/ansible-awx-packer) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [gmaster.io - Mergedroid: Automate merging just by analyzing your GitHub repo.](https://gmaster.io/mergedroid) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [Kerbi 🌟](https://github.com/xavier-mt/kerbi) 🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [node-policy-webhook](https://github.com/softonic/node-policy-webhook) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Cluster Cloner 🌟](https://github.com/doitintl/clustercloner) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [Secret backup operator](https://github.com/geritol/secret-backup-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [junit5-kubernetes](https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [chrislusf/seaweedfs](https://github.com/chrislusf/seaweedfs) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [continuousdelivery.com: Patterns 🌟](https://continuousdelivery.com/implementing/patterns) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2020)** [Promster: Use Prometheus in huge deployments with dynamic clustering and scrape sharding capabilities based on ETCD service registration](https://github.com/flaviostutz/promster) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [opensource.com: 10 tips for maintaining a DevOps mindset for distributed teams](https://opensource.com/article/20/6/devops-mindset) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./workfromhome.md)*
-  - **(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) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [git-cipher](https://github.com/wincent/git-cipher) 🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [zdnet.com: Rancher Labs closes $40M funding round to "run Kubernetes everywhere"](https://www.zdnet.com/article/rancher-labs-closes-40m-funding-round-to-run-kubernetes-everywhere) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [devclass.com: Open sauce - Rancher 2.5 puts new UI forward, gets to continuously delivering](https://www.devclass.com/ci-cd/2020/10/06/open-sauce-rancher-25-puts-new-ui-forward-gets-to-continuously-delivering/1628365) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [thenewstack.io: Rancher 2.5 Sets out to Be the Stock Kubernetes Build for GitOps](https://thenewstack.io/rancher-2-5-sets-out-to-be-the-stock-kubernetes-build-for-gitops) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [Rancher Labs launches free training course to meet surging demand for Kubernetes skills](https://www.computing.co.uk/news/4015423/rancher-labs-launches-free-training-course-meet-surging-demand-kubernetes) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [dev.to: All about k3s - Lightweight Kubernetes 🌟](https://dev.to/abhinavd26/all-about-k3s-lightweight-kubernetes-3ell) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [kubernetes-development-environment-in-a-box](https://github.com/ManagedKube/kubernetes-development-environment-in-a-box) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2020)** [blog.scrumstudy.com: Scrum and Kanban, alike or different?](https://blog.scrumstudy.com/scrum-and-kanban-alike-or-different-2) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2019)** [opensource.com: The case for making the transition from sysadmin to DevOps engineer](https://opensource.com/article/19/7/devops-vs-sysadmin) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2019)** [opensource.com: How to transition into a career as a DevOps engineer](https://opensource.com/article/19/7/how-transition-career-devops-engineer) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2019)** [Kubernetes Hierarchical Namespace Controller (slides from Kubernetes Multitenancy Working Group) 🌟](https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-dive.pdf) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [github-merge-bot](https://github.com/sdduursma/github-merge-bot) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.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)*
-  - **(2019)** [kubeonoff](https://github.com/GambitResearch/kubeonoff) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [k8sdeploy](https://github.com/pyang55/k8sdeploy) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [dignajar/another-ldap](https://github.com/dignajar/another-ldap) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [wallarm/sysbindings](https://github.com/wallarm/sysbindings) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Install RedHat OKD 3.10 on your development box:](https://github.com/gshipley/installcentos) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2018)** [vbouchaud/k8s-ldap-auth](https://github.com/HopopOps/k8s-ldap-auth) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [enterprisersproject.com: How to explain Kubernetes in plain English](https://enterprisersproject.com/article/2017/10/how-explain-kubernetes-plain-english) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2017)** [martinfowler.com: What do you mean by β€œEvent-Driven”? 🌟](https://martinfowler.com/articles/201701-event-driven.html) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2016)** [influxdb-plugin](https://github.com/jenkinsci/influxdb-plugin) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2016)** [utilitywarehouse/kube-applier](https://github.com/utilitywarehouse/kube-applier) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [tracker: A time machine for debugging pesky stateful errors](https://github.com/madisonmay/tracker) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Playing with gradle](https://develosapiens.wordpress.com/2015/05/08/playing-with-gradle) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2010)** [twitter.com/commandlinefu3](https://x.com/commandlinefu3) 🌟 [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [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] β€” *Go to [Section](./devops.md)*
-  - [kubernetesbyexample.com](https://kubernetesbyexample.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [k8s Initializer 🌟](https://blackbird.a8r.io/initializer) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [blog.jetstack.io: Istio OIDC Authentication](https://developer.cyberark.com/blog/istio-oidc-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [trstringer.com: Deploy to AKS Using a Managed Identity from a GitHub Actions Self-Hosted Runner 🌟](https://trstringer.com/deploy-to-aks-from-github-actions/-self-hosted) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Clustering WildFly on Openshift](https://www.mastertheboss.com/soa-cloud/openshift/clustering-wildfly-on-openshift-using-wildfly-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Java EE example on Openshift](https://www.mastertheboss.com/soa-cloud/openshift/java-ee-example-application-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Microprofile example on Openshift](https://www.mastertheboss.com/soa-cloud/openshift/running-microprofile-applications-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Deploying WildFly apps on Openshift](https://www.mastertheboss.com/soa-cloud/openshift/using-wildfly-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Running Thorntail apps on Openshift](https://www.mastertheboss.com/soa-cloud/openshift/thorntail-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Running Spring Boot applications on Openshift](https://www.mastertheboss.com/jboss-frameworks/spring/deploy-your-springboot-applications-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [docs.google.com: Kubernetes For Everyone](https://docs.google.com/document/d/1p4ZYQYM2VrMCR8K3T68JOMzWHlV-C8Jogrl9Ces77OA/edit/edit) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [platform9.com: The Gorilla Guide to Kubernetes in the Enterprise](https://platform9.com/blog/kubernetes-service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [containerjournal.com: The Rise of the KubeMaster 🌟](https://cloudnativenow.com/features/the-rise-of-the-kubemaster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [geekflare.com: 10 Kubernetes Best Practices for Better Container Orchestration](https://geekflare.com/cybersecurity/kubernetes-security-scanner) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.kubecost.com: Kubecost raises $5.5 million to help teams monitor and reduce their Kubernetes spend](https://blog.kubecost.com/blog/announcing-kubecost-first-round) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [openshift.com: Nested OpenShift using OpenShift Virtualization](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/nested-openshift-using-openshift-virtualization) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [openshift.com: How to Configure LDAP Sync With CronJobs in OpenShift 🌟](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/how-to-configure-ldap-sync-with-cronjobs-in-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [openshift.com: A Brief Introduction to Red Hat Advanced Cluster Security for Kubernetes](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/a-brief-introduction-to-red-hat-advanced-cluster-security-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [openshift.com: Workload Support for Red Hat OpenShift Matures Across the Industry](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/workload-support-for-red-hat-openshift-matures-across-the-industry) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [openshift.com: Control Regional Access to Your Service on OpenShift Running on AWS](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/control-regional-access-to-your-service-on-openshift-running-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Operator-based Calico CNI Plug-In is Supported on OpenShift 4 🌟](https://www.redhat.com/en/technologies/cloud-computing/openshift/blog/operator-based-calico-cni-plug-in-is-supported-on-openshift-4) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [youtube: how to deliver OpenShift as a service (just like Red Hat)](https://www.youtube.comwatch?v=b_norgxfh5y) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [tutorialsdojo.com: AWS Cheat Sheets 🌟](https://tutorialsdojo.com/aws-cheat-sheets) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [mastertheboss.com: OpenShift Cheat Sheet](https://www.mastertheboss.com/soa-cloud/openshift/openshift-cheatsheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [uncontained.io/articles/openshift-ha-installation](https://uncontained.io/articles/openshift-ha-installation/) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [aroworkshop.io 🌟](https://aroworkshop.io) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [O'Reilly Free Book: **Openshift for developers**](https://www.redhat.com/en/technologies/cloud-computing/openshift/for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [NetworkPolicies and Microsegmentation](https://www.redhat.com/en/blog/channel/hybrid-cloud-infrastructure/networkpolicies-and-microsegmentation) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [tutorialspoint.com](https://www.tutorialspoint.com) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [jenkins users mailing list: Declarative pipelines vs scripted](https://jenkins-ci.361315.n4.nabble.com/Declarative-pipelines-vs-scripted-td4891792.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Spring Cloud Kubernetes](https://spring.io/projects/spring-cloud/-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [**uncontained.io**: External Jenkins Integration 🌟](https://v1.uncontained.io/playbooks/continuous_delivery/external-jenkins-integration.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [fourtheorem.com: How to end Microservice pain and embrace the Monorepo](https://fourtheorem.com/monorepo) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Auto-merge between release branches](https://about.gitlab.com/gitlab-org/gitlab/-/issues/2785) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Provide merge bot functionality](https://about.gitlab.com/gitlab-org/gitlab/-/issues/14595) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [kruschecompany.com: Prometheus Operator – Installing Prometheus Monitoring Within The Kubernetes Environment](https://kruschecompany.com/page-not-found) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [armosec.io: Use Kubescape to check if your Kubernetes clusters are exposed to the latest K8s Symlink vulnerability (CVE-2021-25741)](https://www.armosec.io/cve-vulnerability-database) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [Azure Products by Region Table](https://azure.microsoft.com/en-us/en-us/explore/global-infrastructure/products-by-region/table) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure Updates 🌟](https://azure.microsoft.com/en-us/en-us/updates) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure Updates AKS 🌟](https://azure.microsoft.com/en-us/en-us/updates/?query=AKS) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [docs.microsoft.com: Multi-tenant user management scenarios](https://learn.microsoft.com/en-us/en-us/azure/active-directory/fundamentals/multi-tenant-user-management-scenarios) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [azure.microsoft.com: Choose the best global distribution solution for your applications with Azure](https://azure.microsoft.com/en-us/en-us/blog/choose-the-best-global-distribution-solution-for-your-applications-with-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Generally available: Azure Bastion now support shareable links](https://azure.microsoft.com/en-us/en-us/updates/generally-available-azure-bastion-shareable-links) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure Load Testing](https://azure.microsoft.com/en-us/en-gb/products/load-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [azure.microsoft.com: Microsoft Azure Load Testing is now generally available](https://azure.microsoft.com/en-us/en-gb/blog/microsoft-azure-load-testing-is-now-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure Arc overview](https://learn.microsoft.com/en-us/en-us/azure/azure-arc/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [docs.microsoft.com: Run scripts in your Windows VM by using action Run Commands](https://learn.microsoft.com/en-us/en-us/azure/virtual-machines/windows/run-command) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure Virtual WAN introduces its first SaaS offering](https://azure.microsoft.com/en-us/en-us/blog/azure-virtual-wan-introduces-its-first-saas-offering) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [docs.microsoft.com: Using Policy with Azure Site Recovery](https://learn.microsoft.com/en-us/en-us/azure/site-recovery/azure-to-azure-how-to-enable-policy) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Transitive blocks](https://fastthread.io/ft-error.jsp) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [rancher.com: Using Hybrid and Multi-Cloud Service Mesh Based Applications for Distributed Deployments](https://www.suse.com/c/rancher_blog/using-hybrid-and-multi-cloud-service-mesh-based-applications-for-distributed-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [Making Requests to Amazon S3 over IPv6](https://docs.aws.amazon.com/AmazonS3/latest/dev/ipv6-access.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - [Getting Started with AWS Storage Gateway](https://docs.aws.amazon.com/storagegateway/latest/userguide/GettingStarted-common.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - [towardsdatascience.com: Jenkins for CI Is Dead: Why Do People Hate It and What’s the Alternative? GitHub actions](https://towardsdatascience.com/jenkins-for-ci-is-dead-why-do-people-hate-it-and-whats-the-alternative-8d8b6b88fdba) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [harness.io: Best Spinnaker Alternatives to Consider](https://www.harness.io/blog/continuous-delivery/spinnaker-alternatives) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [geekflare.com: devops-tools](https://geekflare.com/devops/config-management-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [linuxtoday.com](https://www.linuxtoday.com) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz - ss: Display Linux TCP / UDP Network and Socket Information](https://www.cyberciti.biz/tips/linux-investigate-sockets-network-connections.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz - SS Utility: Quick Intro](https://www.cyberciti.biz/files/ss.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [unix.stackexchange.com: ss - linux socket statistics utility output format](https://unix.stackexchange.com/questions/252744/ss-linux-socket-statistics-utility-output-format) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [stackoverflow.com: difference between netstat and ss in linux?](https://stackoverflow.com/questions/11763376/difference-between-netstat-and-ss-in-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [AWS Knowledge Center](https://aws.amazon.com/premiumsupport/knowledge-center) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [Flexible layout 🌟](https://code.visualstudio.com/updates/v1_120/v1_46) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [nixCraft: Python Execute Unix/Linux Command Examples 🌟](https://www.cyberciti.biz/faq/python-execute-unix-linux-command-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [stackoverflow: Create dictionary from splitted strings from list of strings](https://stackoverflow.com/questions/34319156/create-dictionary-from-splitted-strings-from-list-of-strings) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [devbattles.com: Python list. Functions and Methods lists](https://www.devbattles.com/en/sand/post-1754-Python_list_Functions_and_Methods_lists) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [devbattles.com: Python: sorting lists by .sort () with - in simple words](https://www.devbattles.com/en/sand/post-1752-Python_sorting_lists_by_sort__with__in_simple_words) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [stackoverflow: Problems installing python3 on RHEL 🌟](https://stackoverflow.com/questions/8087184/problems-installing-python3-on-rhel) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Getting Started with Django REST Framework (DRF) and AngularJS (Part 1)](https://engineroom.trackmaven.com/blog/getting-started-drf-angularjs-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [devbattles.com: Python Flask, Part 1: Hello World!](https://www.devbattles.com/en/sand/post-1757-Python_Flask_Part_1_Hello_World) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Dead simple {for devs} python crawler (script) for extracting structured data from any website into CSV](https://blog.webhose.io/2015/08/16/dead-simple-for-devs-python-crawler-script-for-extracting-structured-data-from-any-almost-website-into-csv) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Jython is a language that makes it easy to create projects with libraries from Python and Java.](https://www.oraclejavamagazine-digital.com/javamagazine_twitter/20151112?pg=43) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Redpanda is now Free & Source Available](https://www.redpanda.com/blog/open-source) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Orchestration Made Easy with Zeebe and Kafka](https://softobiz.com/microservice-orchestration-with-zeebe-and-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [ringcentral.co.uk: Software as a Service (SaaS)](https://www.ringcentral.com/gb/en/blog/definitions/software-as-a-service-saas) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [ringcentral.co.uk: Cloud Management 🌟](https://www.ringcentral.com/gb/en/blog/definitions/cloud-management) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [Kelsey Hightower Fireside Chat: An Unconventional Path to IT and Some Life Advice](https://www.hashicorp.com/resources/kelsey-hightower-fireside-chat-an-unconventional-path-to-it-and-some-life-advice) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [nginx.com: The Complete NGINX Cookbook 🌟](https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [cncf.io: From distributed tracing to APM: Taking OpenTelemetry and Jaeger up a level](https://www.cncf.io/blog/2021/04/29/from-distributed-tracing-to-apm-taking-opentelemetry-and-jaeger-up-a-level) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [IBM API Connect](https://www.ibm.com/docs/en/api-connect) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [The Truth About Downtime in the Cloud](https://cloud.netapp.com/blog/prepare-for-the-day-of-all-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - [Create the scaffolding for your microservice](https://fuse.labs.osecloud.com/fuse/creating-a-microservices-project-with-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Amazon DevOps Guru](https://aws.amazon.com/devops/-guru) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - [AWS CodeDeploy: Deploying from a Development Account to a Production Account](https://blogs.aws.amazon.com/application-management/post/Tx3PE3JTSVJSFI7/AWS-CodeDeploy-Deploying-from-a-Development-Account-to-a-Production-Account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - [mulesoft.com: What is a RESTful API?](https://www.mulesoft.com/api/rest/what-is-rest-api) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Build a Python Microservice with Amazon Web Services Lambda & API Gateway](https://www.giantflyingsaucer.com/blog/?p=5730) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [blog.powerupcloud.com: AWS inventory details in CSV using lambda](https://blog.powerupcloud.com/2016/02/07/aws-inventory-details-in-csv-using-lambda) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [geekflare.com: What is Thread Dump and How to Analyze them? 🌟](https://geekflare.com/dev/generate-analyze-thread-dumps) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [On heap vs off heap memory usage](https://www.javacodegeeks.com/2014/12/on-heap-vs-off-heap-memory-usage.html) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [Tutorial: Configure Apache Web Server on Amazon Linux to use SSL/TLS](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/SSL-on-an-instance.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [The Most Popular AWS Security Blog Posts in 2015](https://blogs.aws.amazon.com/security/post/Tx4QX7W51NDSLO/The-Most-Popular-AWS-Security-Blog-Posts-in-2015) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [Announcing Industry Best Practices for Securing AWS Resources](https://blogs.aws.amazon.com/security/post/Tx3PTTZB14FWPBA/Announcing-Industry-Best-Practices-for-Securing-AWS-Resources) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [The Most Viewed AWS Security Blog Posts so Far in 2016](https://blogs.aws.amazon.com/security/post/Tx2N52FR8XGJVL3/The-Most-Viewed-AWS-Security-Blog-Posts-so-Far-in-2016) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Restrict Amazon S3 Bucket Access to a Specific IAM Role](https://blogs.aws.amazon.com/security/post/TxK5WUJK3DG9G8/How-to-Restrict-Amazon-S3-Bucket-Access-to-a-Specific-IAM-Role) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [Updated Whitepaper Available: AWS Best Practices for DDoS Resiliency](https://blogs.aws.amazon.com/security/post/Tx6QAIBSQTJPHB/Updated-Whitepaper-Available-AWS-Best-Practices-for-DDoS-Resiliency) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [AWS Security Blog: In Case You Missed These: AWS Security Blog Posts from June, July, and August 2016](https://blogs.aws.amazon.com/security/post/Tx3KVD6T490MM47/In-Case-You-Missed-These-AWS-Security-Blog-Posts-from-June-July-and-August) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [Amazon s2n: AWS’s new Open Source implementation of the SSL/TLS network encryption protocols](https://blogs.aws.amazon.com/security/post/TxLEHNNDPUFDU9/Automated-Reasoning-and-Amazon-s2n) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [AWS Identity and Access Management (IAM) best practices in 2016](https://blogs.aws.amazon.com/security/post/Tx2OB7YGHMB7WCM/Adhere-to-IAM-Best-Practices-in-2016) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Record and Govern Your IAM Resource Configurations Using AWS Config](https://blogs.aws.amazon.com/security/post/Tx14ADBJOCAT9NS/How-to-Record-and-Govern-Your-IAM-Resource-Configurations-Using-AWS-Config) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Use SAML to Automatically Direct Federated Users to a Specific AWS Management Console Page](https://blogs.aws.amazon.com/security/post/Tx2CGWIB8SBYW2J/How-to-Use-SAML-to-Automatically-Direct-Federated-Users-to-a-Specific-AWS-Manage) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Automatically Update Your Security Groups for Amazon CloudFront and AWS WAF by Using AWS Lambda (boto3 python)](https://blogs.aws.amazon.com/security/post/Tx1LPI2H6Q6S5KC/How-to-Automatically-Update-Your-Security-Groups-for-Amazon-CloudFront-and-AWS-W) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Use AWS WAF to Block IP Addresses That Generate Bad Requests](https://blogs.aws.amazon.com/security/post/Tx223ZW25YRPRKV/How-to-Use-AWS-WAF-to-Block-IP-Addresses-That-Generate-Bad-Requests) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [How to Reduce Security Threats and Operating Costs Using AWS WAF and Amazon CloudFront](https://blogs.aws.amazon.com/security/post/Tx1G747SE1R2ZWE/How-to-Reduce-Security-Threats-and-Operating-Costs-Using-AWS-WAF-and-Amazon-Clou) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [Get started with Amazon EC2 Container Registry (Amazon ECR)](https://docs.aws.amazon.com/AmazonECR/latest/userguide/ECR_GetStarted.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [blog.couchbase.com: Getting Started with Docker for AWS and Scaling Nodes](https://blog.couchbase.com/2016/july/docker-for-aws-getting-started-scaling-nodes) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [jetstack.io: Securing Istio workloads with mTLS using cert-manager](https://www.cyberark.com/venafi-and-cyberark-machine-identity-security) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [Red Hat OpenShift on IBM Cloud](https://www.ibm.com/solutions/cloud/openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [IBM Knowledge Center 🌟](https://www.ibm.com/docs/en) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [IBM Knowledge Center: IBM Cloud Pak for Multicloud Management](https://www.ibm.com/docs/en/cloud-paks/cp-management) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [geekflare.com: An Introduction to GitOps](https://geekflare.com/topic/development) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [wecloudpro.com: Deploy HA kubernetes cluster in AWS in less than 5 minutes](https://wecloudpro.com/2020/01/13/kube-autp-aws.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [developers.redhat.com: **Debugging applications** within Red Hat OpenShift containers](https://developers.redhat.com/blog/2020/01/09debugging-applications-within-red-hat-openshift-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-dashboard](https://blog.openshift.com/how-full-is-my-cluster-part-5-a-capacity-management-dashboard) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [**Uncontained.io**](https://uncontained.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [medium: Velero backup/restore for K8s Stateful Applications managed by Operators](https://medium.com/@Sandeepkallazhi/velero-backup-restore-for-k8s-stateful-applications-managed-by-operators-8fd9c732ffcc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [Limits in Amazon SQS](https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/sqs-limits.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-messaging.md)*
-  - [help.sonatype.com: Inbound SSL - Configuring to Serve Content via HTTPS](https://help.sonatype.com/en/sonatype-nexus-repository.html/security/configuring-ssl?_ga=2.250230211.411976214.1575978022-1513910029.1575978022) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [AWS Cloud Formation Release History](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/ReleaseHistory.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - [All the AWS Resource Types Reference for AWS CloudFormation](https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-template-resource-type-ref.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - [Why Support of PostgreSQL 9.5 by Amazon RDS is Such Great News](https://blog.rubyroidlabs.com/2016/04/postgresql-9-5) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Creating a DB Instance Running the Oracle Database Engine](https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_CreateOracleInstance.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Creating an AWS Schema Conversion Tool Project](https://docs.aws.amazon.com/SchemaConversionTool/latest/userguide/CHAP_SchemaConversionTool.Converting.CreateProject.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Flyway](https://www.red-gate.com/products/flyway/community) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [NoSQL vs. SQL: Choosing a Data Management Solution](https://www.javacodegeeks.com/2015/10/nosql-vs-sql.html) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
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-  - [NoSQL Databases: 4 Game-Changing Use Cases](https://www.smartdatacollective.com/kingmesal/373466/nosql-databases-4-game-changing-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [blog.couchbase.com podcast: NoSQL in the Perspective of Industry Leaders](https://blog.couchbase.com/2016/january/nosql-in-the-perspective-of-industry-leaders) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [blog.mongodirector.com: Which is the best MongoDB GUI?](https://blog.mongodirector.com/which-is-the-best-mongodb-gui) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [mongodirector: MongoDB Hosting](https://mongodirector.com) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [MongoDB Tutorial – A Scalable NoSQL DB](https://www.javacodegeeks.com/2015/09/mongodb-a-scalable-nosql-db.html) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
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-  - [Using Spark SQL for ETL](https://blogs.aws.amazon.com/bigdata/post/Tx2D93GZRHU3TES/Using-Spark-SQL-for-ETL) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-data.md)*
-  - [blogs.splunk.com: AWS Agility + Splunk Visibility = Customer Success](https://blogs.splunk.com/2016/06/22/aws-video) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - [Amazon AWS Certification Preparation Tips](https://walkintocloud.com/index.php/2016/06/04/amazon-aws-certification-preparation-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2026)** [Linkedin: API Testing with Postman](https://www.linkedin.com/pulse/api-testing-postman-michael-montgomery) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [Linkedin: API Testing with Postman β€” Build a Dynamic Test Suite](https://www.linkedin.com/pulse/api-testing-postman-build-dynamic-test-suite-michael-montgomery) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(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€” *Go to [Section](./postman.md)*
-  - **(2026)** [Hoppscotch: Open-Source Alternative to Postman](https://hoppscotch.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [techwebspace.com: Get Started with the REST Assured Framework: An Example-based Guide](https://www.techwebspace.com/get-started-with-the-rest-assured-framework-an-example-based-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [learning.postman.com: Simulate user traffic to test your API performance](https://learning.postman.com/docs/collections/performance-testing/testing-api-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [Postman Pynt 🌟](https://www.postman.com/pynt-io/workspace/pynt/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [Drools](https://kie.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [KIE Server](https://hub.docker.com/r/jboss/kie-server) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [about.gitlab.com/handbook](https://handbook.gitlab.com/handbook) [COMMUNITY-TOOL] β€” *Go to [Section](./hr.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)** [angular.io](https://angular.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./angular.md)*
-  - **(2026)** [angular.io: Building and serving Angular apps](https://angular.dev/guide/build) [COMMUNITY-TOOL] β€” *Go to [Section](./angular.md)*
-  - **(2026)** [How to Set Up a Custom Email with Cloudflare and Mailgun](https://www.freecodecamp.org/news/how-to-set-up-custom-email) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [blog.cloudflare.com: Zero Trust Private Networking Rules](https://blog.cloudflare.com/zero-trust-private-networking-rules) [COMMUNITY-TOOL] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [cloudflare.com](https://www.cloudflare.com) [COMMUNITY-TOOL] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [blog.cloudflare.com: Network Performance Update: Full Stack Week](https://blog.cloudflare.com/network-performance-update-full-stack-week) [COMMUNITY-TOOL] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [Cloudflare workers (Serverless)](https://workers.cloudflare.com) [COMMUNITY-TOOL] [JAVASCRIPT/WEBASSEMBLY CONTENT] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [blog.cloudflare.com: Guest Blog: k8s tunnels with Kudelski Security](https://blog.cloudflare.com/guest-blog-zero-trust-access-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./cloudflare.md)*
-  - **(2026)** [cloud.google.com](https://cloud.google.com) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [whizlabs.com: Introduction To Google Cloud Platform](https://www.whizlabs.com/blog/google-cloud-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Training more than 40 million new people on Google Cloud skills](https://cloud.google.com/blog/topics/training-certifications/google-cloud-to-train-more-than-40-million-with-cloud-skills) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: How to get started with Google Cloud: Introducing our new learning hub and learning benefits for Innovators](https://cloud.google.com/blog/topics/training-certifications/new-learning-hub-and-benefits-for-google-cloud-innovators) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: 5 cheat sheets to help you get started on your Google Cloud journey 🌟](https://cloud.google.com/blog/products/gcp/5-google-cloud-product-cheat-sheets-2021) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [kinsta.com: Top 7 Advantages of Choosing Google Cloud Hosting](https://kinsta.com/blog/cloud-platform-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [console.cloud.google.com/products](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&dsh=S-837258255%3A1779033921742301&followup=https%3A%2F%2Fconsole.cloud.google.com%2Fproducts&osid=1&passive=1209600&service=cloudconsole&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PavdLijoZE8HgBUBXNoU1YfsOf-olUjJ8JfmhFG_0QoTjdDv1sVmFwi8Eo6EXbpyWStjzuTRaQ) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: DevOps](https://cloud.google.com/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [Cloud Developer Tools](https://cloud.google.com/products/tools) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Microservices architecture on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/microservices-architecture-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(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€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [techradar.com: Google Cloud is making it easier for developers to smuggle β€˜secrets’ in their code](https://www.techradar.com/news/google-cloud-is-making-it-easier-for-developers-to-smuggle-secrets-in-their-code) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Secret Manager Best Practices](https://docs.cloud.google.com/secret-manager/docs/best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Choose the best way to use and authenticate service accounts on Google Cloud](https://cloud.google.com/blog/products/identity-security/how-to-authenticate-service-accounts-to-help-keep-applications-secure) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [zdnet.com: Google Cloud rolls out new security tools as threat landscape heats up](https://www.zdnet.com/article/google-cloud-rolls-out-new-security-tools-as-threat-landscape-heats-up) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [infoq.com: Google Releases Its Certificate Authority Service into General Availability](https://www.infoq.com/news/2021/08/google-cloud-cas-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Demystifying Cloud Spanner multi-region configurations](https://cloud.google.com/blog/topics/developers-practitioners/demystifying-cloud-spanner-multi-region-configurations) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [thenewstack.io: Configuring the Google Cloud Platform for High Availability](https://thenewstack.io/configuring-for-high-availability-in-google-cloud-platform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Consume services faster, privately and securely - Private Service Connect now in GA](https://cloud.google.com/blog/products/networking/private-service-connect-is-now-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: VPN network overview](https://docs.cloud.google.com/vpc/docs/vpc) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [cloud.google.com: Monitor and troubleshoot your VMs in context for faster resolution](https://cloud.google.com/blog/products/operations/better-access-to-observability-data-for-virtual-machines) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(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€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [github.com/GoogleCloudPlatform](https://github.com/GoogleCloudPlatform) [COMMUNITY-TOOL] [MULTI CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [The DevOps Bottleneck: Why IaC Orchestration is the Missing Piece](https://devops.com/the-devops-bottleneck-why-iac-orchestration-is-the-missing-piece) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [devopszone.info](https://www.devopszone.info) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [devopsdigest.com](https://www.devopsdigest.com) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [Top 15 DevOps blogs to read and follow](https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-read-and-follow) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [devopstips.net](https://devopstips.net) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [mrcloudbook.com: Mr Cloud Book](https://mrcloudbook.com) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud Automation](https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [platformengineering.org](https://platformengineering.org) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [infoq.com: InfoQ platform engineering homepage](https://www.infoq.com/platformengineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [Port](https://www.port.io) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [Cortex](https://www.cortex.io) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [Atlassian Compass](https://www.atlassian.com/software/compass) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [learnsteps.com: DevOps Interview Questions: How will you design your cloud VPC and subnets?](https://www.learnsteps.com/devops-interview-questions-how-will-you-design-your-cloud-vpc-and-subnets) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [github.com/aws-samples 🌟](https://github.com/aws-samples) [COMMUNITY-TOOL] [MULTI CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [Spring Initializr 🌟](https://start.spring.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [github.com/Azure-Samples 🌟](https://github.com/Azure-Samples) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [learntocloud.guide](https://learntocloud.guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [Best Practices for Using GitHub Copilot](https://docs.github.com/en/copilot/get-started/best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [GitHub Copilot CLI for Beginners: Getting Started](https://github.blog/ai-and-ml/github-copilot/github-copilot-cli-for-beginners-getting-started-with-github-copilot-cli) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [Warp: The Agentic Development Environment](https://www.warp.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [Cursor Bugbot Effort Levels Documentation](https://cursor.com/docs/bugbot) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [Extend kubectl with plugins](https://kubernetes.io/docs/tasks/extend-kubectl/kubectl-plugins) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [padok.fr: Getting started with kubectl plugins](https://www.theodo.com/en-fr/blog/getting-started-with-kubectl-plugins) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [youtube: Welcome to the world of kubectl plugins](https://www.youtube.com/watch?v=_W2qZvQT6XY) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [martinheinz.dev: Making Kubernetes Operations Easy with kubectl Plugins](https://martinheinz.dev/blog/58) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [itnext.io: 6 kubectl plugins you must try](https://itnext.io/6-kubectl-plugins-you-must-try-1411dcbcf950) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [ArgoCon North America 2026 Call for Proposals](https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/co-located-events/argocon) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [kubernetes.io: container design patterns](https://kubernetes.io/blog/2016/06/container-design-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [learncloudnative.com: Sidecar Container Pattern](https://www.learncloudnative.com/blog/2020-09-30-sidecar-container) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [learnk8s.io: Extending applications on Kubernetes with multi-container pods](https://learnkube.com/sidecar-containers-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [developers.redhat.com: Top 10 must-know Kubernetes design patterns](https://developers.redhat.com/blog/2020/05/11/top-10-must-know-kubernetes-design-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [weave.works: Tools for Automating and Implementing Cloud Native Patterns](https://www.weave.works/blog/tools-for-automating-and-implementing-cloud-native-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [learnsteps.com: How Kubernetes works on reconciler pattern](https://www.learnsteps.com/how-kubernetes-works-on-a-reconciler-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [codefresh.io: Kubernetes Deployment Antipatterns – part 1](https://octopus.com/blog/kubernetes-antipatterns-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [codefresh.io: Kubernetes Deployment Antipatterns – part 2](https://octopus.com/blog/kubernetes-antipatterns-2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [dev.to: Kubernetes Deployment Antipatterns – part 1](https://dev.to/codefreshio/kubernetes-deployment-antipatterns-part-1-2116) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [linkedin.com/pulse: Avoid These Kubernetes Anti-Patterns | Pavan Belagatti](https://www.linkedin.com/pulse/avoid-kubernetes-anti-patterns-pavan-belagatti) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [developers.redhat.com: Kubernetes configuration patterns, Part 1: Patterns for Kubernetes primitives](https://developers.redhat.com/blog/2021/04/28/kubernetes-configuration-patterns-part-1-patterns-for-kubernetes-primitives) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [cdk8s.io](https://cdk8s.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [AWS: Introducing CDK for Kubernetes](https://aws.amazon.com/blogs/containers/introducing-cdk-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [kubernetes.io](https://kubernetes.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [iximiuz.com: Service discovery in Kubernetes - combining the best of two worlds](https://iximiuz.com/en/posts/service-discovery-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [kubernetespodcast.com](https://kubernetespodcast.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [dev.to/t/kubernetes](https://dev.to/t/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Kubernetes Scheduling](https://kubernetes.io/docs/reference/scheduling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Scheduling Profiles](https://kubernetes.io/docs/reference/scheduling/profiles) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Affinity and anti-affinity](https://kubernetes.io/docs/concepts/scheduling-eviction/assign-pod-node) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Pod Topology Spread Constraints](https://kubernetes.io/docs/concepts/scheduling-eviction/topology-spread-constraints) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Introducing PodTopologySpread plugin](https://kubernetes.io/blog/2020/05/introducing-podtopologyspread) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Istio.io](https://istio.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [youtube: Mitchell Hashimoto: The Inside Story of HashiCorp's IaC Journey | The IaC Podcast](https://www.youtube.com/watch?v=--RRpw_6onA) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [cloud.google.com/config-connector](https://docs.cloud.google.com/config-connector/docs/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [Azure Landing Zone Technical Documentation](https://azure.github.io/Azure-Landing-Zones) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [Azure Landing Zone - Microsoft Cloud Adoption Framework](https://learn.microsoft.com/nb-no/azure/cloud-adoption-framework/ready/landing-zone) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [Enterprise-Scale Azure Subscription Vending Using Azure Verified Modules (AVM)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [Azure Landing Zone IaC Accelerator Release Notes](https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [The Definitive Guide to Importing Your Cloud Resources into IaC](https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [nedinthecloud.com](https://nedinthecloud.com) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [terraform.io](https://developer.hashicorp.com/terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [Terraform Registry - registry.terraform.io: Terraform Providers and Modules 🌟](https://registry.terraform.io) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [packer.io](https://developer.hashicorp.com/packer) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [packer.io docs](https://developer.hashicorp.com/packer/docs) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [build5nines.com](https://build5nines.com) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [operatorhub.io](https://operatorhub.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [OKD](https://okd.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [kubevirt.io 🌟](https://kubevirt.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [Ingress Controller](https://kubernetes.io/docs/concepts/services-networking/ingress-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [Red Hat Ceph Storage](https://ceph.io/en) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [prometheus.io/docs/alerting/alertmanager/](https://prometheus.io/docs/alerting/latest/alertmanager) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [docs.okd.io 🌟](https://docs.okd.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [OpenShift Youtube](https://www.youtube.com/user/rhopenshift/videos) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [projectquay.io](https://www.projectquay.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [Quay.io](https://quay.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [docs.microsoft.com: Build JavaScript applications using TypeScript](https://www.typescriptlang.org) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples](https://www.freecodecamp.org/news/markdown-cheat-sheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.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)*
-  - **(2026)** [cheatography.com](https://cheatography.com/mikesac/cheat-sheets/maven) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [javaguides.net](https://www.javaguides.net/2018/06/maven-cheat-sheet.html) [COMMUNITY-TOOL] [GUIDE] [XML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [bogotobogo.com](https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.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)** [rratliff.com: Gradle Cheat Sheet](https://www.rratliff.com/gradle-cheat-sheet) [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)** [edureka.co: Jenkins Cheat Sheet 🌟](https://www.edureka.co/blog/cheatsheets/jenkins-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [cheatography.com: Jenkins Cheat Sheet](https://cheatography.com/funthomas424242/cheat-sheets/jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [JMeter Web Application Testing Cheatsheet](https://blog.extremehacking.org/blog/2015/11/09/jmeter-web-application-testing-cheatsheet) [COMMUNITY-TOOL] [XML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [martkos-it.co.uk: JMeter Cheat Sheet](https://martkos-it.co.uk/our-work/jmeter-testing-cheat-sheet-ng5zm-97y43-af8tj) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [jmeter-testing-cheat-sheet-v10.pdf](https://martkos-it.co.uk/s/jmeter-testing-cheat-sheet-v10.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Cheat Sheet for Regular Expression in Jmeter](https://performanceoptimize.blogspot.com/2017/04/RegularExpressionCheatSheet.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [catonmat.net: GNU Coreutils Cheat Sheet](https://catonmat.net/gnu-coreutils-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [The SSH Commands Cheat Sheet for Linux SysAdmins / Users](https://computingforgeeks.com/ssh-commands-cheat-sheet-linux) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [opensource.com: Learn advanced SSH commands with this cheat sheet](https://opensource.com/article/18/4/learn-advanced-ssh-commands-new-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [developers.redhat.com: Buildah Cheat Sheet](https://developers.redhat.com/cheat-sheets/buildah-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [developer.mongodb.com: MongoDB Cheat Sheet](https://www.mongodb.com/docs) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [jimmysong.io/kubernetes-handbook/concepts/pod.html 🌟](https://jimmysong.io/zh/book/kubernetes-handbook) [COMMUNITY-TOOL] [CHINESE CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [https://dev.to/aurelievache: Understanding Kubernetes: part 1 – Pods](https://dev.to/aurelievache/kubernetes-sketchnotes-pods-4ib0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [garba.org: Kubernetes Pod Life Cycle Cheat Sheet](https://garba.org/posts/2018/k8s_pod_lc) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [developers.redhat.com: Red Hat OpenShift Container Platform Cheat Sheet](https://developers.redhat.com/cheat-sheets/red-hat-openshift-container-platform) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [github.com: Openshift cheat sheet 1](https://github.com/nekop/openshift-sandbox/blob/master/docs/command-cheatsheet.md) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [gist.github.com: Openshift cheat sheet 2](https://gist.github.com/rafaeltuelho/111850b0db31106a4d12a186e1fbc53e) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [cookbook.openshift.org 🌟](https://cookbook.openshift.org) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [cookbook.openshift.org: How do I import an image from an external image registry? 🌟](https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Helm Cheat Sheet](https://gist.github.com/tuannvm/4e1bcc993f683ee275ed36e67c30ac49) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [stationx.net: Hacking Tools Cheat Sheet](https://www.stationx.net/hacking-tools-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [pentestmonkey.net: ssh cheat sheet](https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [comparitech.com: Nmap Cheat Sheet](https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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)** [developers.redhat.com: MicroProfile JWT (JSON Web Tokens)](https://developers.redhat.com/cheat-sheets/microprofile-jwt) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Quarkus Cheat-Sheet](https://lordofthejars.github.io/quarkus-cheat-sheet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [iximiuz.com: Prometheus Cheat Sheet - How to Join Multiple Metrics (Vector Matching) 🌟](https://iximiuz.com/en/posts/prometheus-vector-matching) [COMMUNITY-TOOL] [GUIDE] [PROMQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [iximiuz.com: Prometheus Cheat Sheet - Moving Average, Max, Min, etc (Aggregation Over Time)](https://iximiuz.com/en/posts/prometheus-functions-agg-over-time) [COMMUNITY-TOOL] [GUIDE] [PROMQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Machine Learning Glossary](https://developers.google.com/machine-learning/glossary) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [DockerHub OpenShift](https://hub.docker.com/u/openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [Red Hat Container Catalog - RedHat Registry (registry.redhat.io) 🌟](https://catalog.redhat.com/en) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [hub.docker.com/r/sonatype/nexus3/](https://hub.docker.com/r/sonatype/nexus3) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [github.com/sclorg/](https://github.com/sclorg) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2026)** [https://swagger.io](https://swagger.io) [COMMUNITY-TOOL] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2026)** [CloudBees Accelerator](https://www.cloudbees.com) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [stats.jenkins.io 🌟](https://stats.jenkins.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [sap.github.io/jenkins-library](https://www.project-piper.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Jenkins](https://www.jenkins.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [pipeline-graph-view 🌟](https://plugins.jenkins.io/pipeline-graph-view) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Active Choices 🌟](https://plugins.jenkins.io/uno-choice) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Script Security](https://plugins.jenkins.io/script-security) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Pipeline Utility Steps 🌟🌟](https://plugins.jenkins.io/pipeline-utility-steps) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Hacking jenkins](https://github.com/orangetw/awesome-jenkins-rce-2019) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [ec2-fleet-plugin](https://plugins.jenkins.io/ec2-fleet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [OpenTelemetry 🌟](https://plugins.jenkins.io/opentelemetry) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Azure Key Vault](https://plugins.jenkins.io/azure-keyvault) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Plugin Development](https://www.jenkins.io/doc/developer/plugin-development) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Plugin Development: Dependency Management](https://www.jenkins.io/doc/developer/plugin-development/dependency-management) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Cloudbees Flow](https://www.cloudbees.com/capabilities/continuous-delivery) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [free-for.dev](https://free-for.dev) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/simhol/awesome-azure: Awesome Azure](https://github.com/simhol/awesome-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [awesome-sre/awesome-sre](https://github.com/awesome-sre/awesome-sre) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/Noovolari/awesome-cloudops: Awesome CloudOps](https://github.com/Noovolari/awesome-cloudops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/palark/awesome-devops-telegram: Awesome DevOps Telegram](https://github.com/palark/awesome-devops-telegram) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [bregman-arie/devops-resources 🌟](https://github.com/bregman-arie/devops-resources) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/collections/learn-to-code 🌟](https://github.com/collections/learn-to-code) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Cloud Native Java](https://github.com/saturnism/awesome-cloud-native-java) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [developer-guy/awesome-falco](https://github.com/developer-guy/awesome-falco) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [koslib/awesome-containerized-security 🌟](https://github.com/koslib/awesome-containerized-security) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [gitops-resources](https://github.com/microtica/gitops-resources) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Pipeline](https://github.com/pditommaso/awesome-pipeline) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Streaming](https://github.com/manuzhang/awesome-streaming) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Kafka](https://github.com/monksy/awesome-kafka/blob/master/tools.md) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [rayfrankenstein/AITOW: #AgileKillsKittens (or Agile In Their Own Words:' The Problem With Agile & Scrum)](https://github.com/rayfrankenstein/AITOW) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [christopherhein/awesome-eks: Awesome EKS](https://github.com/jimmyraywv/awesome-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [collabnix.github.io: Docker Extensions 🌟](https://collabnix.github.io/docker-community-extensions) [COMMUNITY-TOOL] [JAVASCRIPT/TYPESCRIPT CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/tldrsec/awesome-secure-defaults](https://github.com/tldrsec/awesome-secure-defaults) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Testing code snippets](https://github.com/slawekradzyminski/AwesomeTesting) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome API Gateway](https://github.com/yangtao309/awesome-api-gateway) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [opensource.builders](https://opensource.builders) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [visenger/awesome-mlops: Awesome MLOps](https://github.com/visenger/awesome-mlops) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [MicroProfile.io](https://microprofile.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [SpringBoot](https://spring.io/projects/spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [Spring](https://spring.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [galaxy.ansible.com](https://galaxy.ansible.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [galaxy.ansible.com/geerlingguy](https://galaxy.ansible.com/geerlingguy) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [Ansible Molecule](https://docs.ansible.com/projects/molecule) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [Foreman](https://www.theforeman.org) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [Git](https://git-scm.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2026)** [devdocs.io/git/](https://devdocs.io/git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2026)** [Oh shit, git!](https://ohshitgit.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2026)** [githubstatus.com 🌟](https://www.githubstatus.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2026)** [githubstatus.com/uptime 🌟](https://www.githubstatus.com/uptime) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2026)** [Undertow](https://undertow.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - **(2026)** [Bitnami Helm Charts](https://bitnami.com/stacks?stack=helm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [helm.sh](https://helm.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [Frigate](https://frigate.readthedocs.io/en/latest) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.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)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [kube-green.dev](https://kube-green.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [Kubernetes.io: Operator pattern](https://kubernetes.io/docs/concepts/extend-kubernetes/operator) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus - **Cheat Sheet** 🌟](https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [kluctl.io 🌟](https://kluctl.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [purelb/purelb](https://gitlab.com/purelb/purelb) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [thenewstack.io: Locking Down Kubernetes Containers with vcluster](https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [vcluster.com](https://www.vcluster.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [kateyes.co.uk](https://www.kateyes.co.uk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Grafana OnCall OSS](https://grafana.com/oss/oncall) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of' WHOOSH!](https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [k9scli.io](https://k9scli.io) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [kapp 🌟](https://carvel.dev/kapp) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [container-registry.com: Lifting Developers’ Productivity 🌟](https://container-registry.com/posts/productivity-lift-buildkit-cli-for-kubectl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [blog.logrocket.com: An all-in-one guide to gRPC-Gateway](https://blog.logrocket.com/guide-to-grpc-gateway) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [ASCIIFlow](https://asciiflow.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Flux](https://fluxcd.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2026)** [toolkit.fluxcd.io: GitOps Toolkit 🌟](https://fluxcd.io/flux) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./flux.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)** [Which Azure Network is Cheaper?](https://blog.cloudtrooper.net/2026/01/16/which-azure-network-is-cheaper) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Microsoft Azure](https://azure.microsoft.com/en-us) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Azure Docs](https://learn.microsoft.com/en-us/azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [azurecharts.com: Azure Charts](https://azurecharts.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [azurecharts.com/learning: Azure Learning Explorer](https://azurecharts.com/learning) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Microsoft Docs](https://learn.microsoft.com/en-us) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [techcommunity.microsoft.com: Microsoft Learn - Learning Rooms Directory](https://techcommunity.microsoft.com/?product=All) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [learn.microsoft.com: What is the Microsoft Cloud Adoption Framework for Azure?](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [azuremarketplace.microsoft.com: Firefly](https://azuremarketplace.microsoft.com/en-us/marketplace/apps/gofireflyltd1705083203658.firefly) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [learn.microsoft.com: Azure Well-Architected Framework](https://learn.microsoft.com/en-us/azure/well-architected) [COMMUNITY-TOOL] 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)** [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)*
-  - **(2026)** [techcommunity.microsoft.com](https://techcommunity.microsoft.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [thomasthornton.cloud: Thomas Thornton](https://thomasthornton.cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [thomasmaurer.ch](https://www.thomasmaurer.ch) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [CommandLine Ninja](https://commandline.ninja) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [johnthebrit/CertificationMaterials](https://github.com/johnthebrit/CertificationMaterials) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [learn.microsoft.com: Browse all courses, learning paths, and modules 🌟🌟🌟](https://learn.microsoft.com/en-us/training/browse/?resource_type=course&products=azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [learn.microsoft.com: Practice Assessments for Microsoft Certifications](https://learn.microsoft.com/en-us/credentials/certifications/practice-assessments-for-microsoft-certifications) [COMMUNITY-TOOL] 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)*
-  - **(2026)** [github.com/azure-devops](https://github.com/azure-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Scoop: A command-line installer for windows](https://scoop.sh) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework](https://argoproj.github.io/argo-events) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2026)** [OpenTelemetry.io](https://opentelemetry.io) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [Zipkin](https://zipkin.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [datadoghq.com](https://www.datadoghq.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [Checkly](https://www.checklyhq.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [Apache Beam](https://beam.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [gateway-api.sigs.k8s.io 🌟](https://gateway-api.sigs.k8s.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [editor.cilium.io 🌟](https://editor.networkpolicy.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [tigera.io](https://www.tigera.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [Kubernetes Networking](https://kubernetes.io/docs/concepts/cluster-administration/networking) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [k8gb.io](https://www.k8gb.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [Kubernetes.io: Network Plugins](https://kubernetes.io/docs/concepts/extend-kubernetes/compute-storage-net/network-plugins) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [L7 Internal HTTP(S) Load Balancing overview](https://docs.cloud.google.com/load-balancing/docs/l7-internal) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2026)** [Istio](https://nubenetes.com/istio/) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2026)** [MkDocs](https://www.mkdocs.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [websites that use MkDocs](https://www.wappalyzer.com/technologies/documentation-tools/mkdocs) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [Material for MkDocs](https://squidfunk.github.io/mkdocs-material) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [pages.github.com](https://pages.github.com) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.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)** [gitbook.com](https://www.gitbook.com) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [docs.traefik.io](https://doc.traefik.io/traefik) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [markdownguide.org](https://www.markdownguide.org) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [S3 FAQ](https://aws.amazon.com/s3/faqs) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2026)** [cloudquery.io: Cloud Query: The open-source cloud asset inventory powered by SQL](https://www.cloudquery.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cloud-asset-inventory.md)*
-  - **(2026)** [dok.community: DoKC Data on Kubernetes](https://dok.community) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [kubestr.io](https://kubestr.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [linbit.com: LINSTOR - kubernetes persistent container storage](https://linbit.com/kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [simplyblock: simplyblock.io](https://simplyblock.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [iomesh.com](https://www.iomesh.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [kubernetes-csi.github.io](https://kubernetes-csi.github.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [github.com/kubernetes-csi](https://github.com/kubernetes-csi) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [crossplane.io](https://www.crossplane.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2026)** [krisp](https://krisp.ai) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Zoom](https://www.zoom.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Wordpress P2](https://wordpress.com/p2) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Slack](https://slack.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Google meet](https://workspace.google.com/products/meet) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Microsoft Teams](https://www.microsoft.com/microsoft-365/microsoft-teams/group-chat-software) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Miro](https://miro.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Rocket Chat](https://www.rocket.chat) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Mattermost](https://mattermost.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [atlassian.com/remote](https://www.atlassian.com/solutions/distributed) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Readwise](https://readwise.io) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Instapaper](https://www.instapaper.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Matter](https://www.getmatter.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Obsidian](https://obsidian.md) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(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€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Agola](https://agola.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [GoCD](https://www.gocd.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Circle CI](https://circleci.com) [COMMUNITY-TOOL] [CLOJURE CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Getting started with Kubernetes: how to set up your first cluster](https://circleci.com/blog/getting-started-with-kubernetes-how-to-set-up-your-first-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Travis CI](https://www.travis-ci.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [lambdatest.com: How To Build Your First CI/CD Pipeline With Travis CI?](https://www.testmuai.com/blog/build-first-ci-cd-pipeline-with-travis-ci) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Atlassian CI/CD](https://www.atlassian.com/continuous-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Bamboo](https://www.atlassian.com/software/bamboo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [lambdatest.com: How To Setup CI/CD Pipeline With Bamboo For PHP Projects](https://www.testmuai.com/blog/how-to-setup-cicd-pipeline-with-bamboo-for-php-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [thenewstack.io: ShuttleOps: No-Code Docker and Kubernetes](https://thenewstack.io/shuttleops-no-code-docker-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [TeamCity](https://www.jetbrains.com/teamcity) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [jetbrains.com: Storing Project Settings in Version Control](https://www.jetbrains.com/help/teamcity/storing-project-settings-in-version-control.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [blog.jetbrains.com: Configuration as Code, Part 1: Getting Started with Kotlin DSL](https://blog.jetbrains.com/teamcity/2019/03/configuration-as-code-part-1-getting-started-with-kotlin-dsl) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [github.com/OctopusDeploy/Octopus-TeamCity: JetBrains TeamCity plugin to' trigger releases on build completion](https://github.com/OctopusDeploy/Octopus-TeamCity) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Adding approval jobs to your CI pipeline](https://circleci.com/blog/adding-approval-jobs-to-your-ci-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Building CI/CD pipelines using dynamic config](https://circleci.com/blog/building-cicd-pipelines-using-dynamic-config) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Managing reusable pipeline configuration with object parameters](https://circleci.com/blog/parameters-in-pipeline-config) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Concourse](https://concourse-ci.org) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Codefresh](https://octopus.com/codefresh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [dev.to: CI/CD: Automating our build and deploy process](https://dev.to/mage_ai/ci-cd-automating-our-build-and-deploy-process-2i91) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Building a continious deployment pipeline with Kubernetes and Concourse-CI](https://blog.alterway.fr/en/building-a-continious-deployment-pipeline-with-kubernetes-and-concourse-ci.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [circleci.com: Performing database tests on SQL databases](https://circleci.com/blog/relational-db-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [GitHub Actions CI/CD](https://github.blog/news-insights/product-news/github-actions-now-supports-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [docs.github.com: Learn GitHub Actions](https://docs.github.com/en/actions/how-tos/write-workflows) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Octopus Deploy - deployment tool](https://octopus.com) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [octopus.com: Deployment process as code](https://octopus.com/docs/deployments/patterns/deployment-process-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [registry.terraform.io: octopusdeploy Provider](https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/docs) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [jfrog.com: JFrog DevOps Platform](https://jfrog.com/platform) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [AWS DevOps 🌟](https://aws.amazon.com/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Azure DevOps 🌟](https://azure.microsoft.com/en-us/products/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Anchore](https://anchore.com) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Falco.org](https://falco.org) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [kubearmor.io](https://kubearmor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Twistlock](https://www.paloaltonetworks.com/prisma/cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Threat Stack](https://www.f5.com/products/distributed-cloud-services) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [stackrox.com](https://www.redhat.com/en/technologies/cloud-computing/openshift/advanced-cluster-security-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.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)** [eksworkshop.com 🌟](https://www.eksworkshop.com) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [Amazon EKS Best Practices Guide for Networking](https://aws.github.io/aws-eks-best-practices/networking/index) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [kubesphere.io](https://kubesphere.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [Giant Swarm](https://www.giantswarm.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [relnotes.k8s.io: Kubernetes Release Notes](https://relnotes.k8s.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2026)** [Rclone 🌟🌟🌟](https://rclone.org) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [difftastic.wilfred.me.uk](https://difftastic.wilfred.me.uk) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [makefiletutorial.com 🌟](https://makefiletutorial.com) [COMMUNITY-TOOL] [GUIDE] [MAKEFILE CONTENT] β€” *Go to [Section](./linux.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)** [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)** [http3-explained.haxx.se: HTTP/3 explained 🌟](https://http3-explained.haxx.se) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2026)** [AWS Activate](https://aws.amazon.com/startups) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [infoworld.com: Amazon’s quiet open source revolution](https://www.infoworld.com/article/2338356/amazon-s-quiet-open-source-revolution.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [twitter.com/awscloud](https://x.com/awscloud) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [twitter.com/jeffbarr](https://x.com/jeffbarr) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [twitter.com/AWSstartups](https://x.com/AWSstartups) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [twitter.com/AWS_Partners](https://x.com/AWS_Partners) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Stitcher AWS Podcasts](https://www.stitcher.com/podcast/amazon-web-services/aws-podcast) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS 10-Minute Tutorials](https://aws.amazon.com/getting-started/hands-on) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [workshops.aws: AWS Workshops](https://builder.aws.com/build/workshops?trk=265ae1c7-2dfc-44c6-bc73-a4d991b8bd7f&sc_channel=el) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Working with the AWS Management Console](https://docs.aws.amazon.com/awsconsolehelpdocs/latest/gsg/getting-started.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [How do I create and activate a new Amazon Web Services account?](https://repost.aws/knowledge-center/create-and-activate-aws-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [acloudguru.com: The Cloud Dictionary of Pain: Five Of AWS’s Toughest Cloud Topics](https://www.pluralsight.com/resources/blog/cloud/the-cloud-dictionary-of-pain-five-of-awss-toughest-cloud-topics) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [acloudguru.com: 12 AWS Config rules that every account should have](https://www.pluralsight.com/resources/blog/cloud/12-aws-config-rules-that-every-account-should-have) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [k21academy.com: AWS Application Services: Lambda, SES, SNS, SQS, SWF](https://k21academy.com/aws-cloud/aws-application-services) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Create an API Using the Swagger Specification and the API Gateway Extensions](https://docs.aws.amazon.com/apigateway/latest/developerguide/create-api-using-import-export-api.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Cloud Adoption Framework (AWS CAF)](https://aws.amazon.com/cloud-adoption-framework) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Convert AWS console actions to reusable code with AWS Console-to-Code, now generally available](https://aws.amazon.com/blogs/aws/convert-aws-console-actions-to-reusable-code-with-aws-console-to-code-now-generally-available/?trk=0d3532c8-5f49-4c86-9683-96c2417e9b4b&sc_channel=el) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Local Zones locations](https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Marketplace](https://aws.amazon.com/marketplace) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [cloudonaut.io: EC2 Checklist: 7 things to do after launching an instance](https://cloudonaut.io/ec2-checklist-seven-things-to-do-after-launching-an-instance) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Architecture Blog: What to Consider when Selecting a Region for your' Workloads](https://aws.amazon.com/blogs/architecture/what-to-consider-when-selecting-a-region-for-your-workloads) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [aws.amazon.com/new: What's New with AWS?](https://aws.amazon.com/new) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Ramp-Up Guides](https://aws.amazon.com/es/training/ramp-up-guides) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [dashbird.io: Get started and keep using AWS for free](https://dashbird.io/blog/use-aws-free) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [linkedin pulse: Listado de todos los Servicios de AWS (actualizado 1 de' Enero 2021)](https://www.linkedin.com/pulse/listado-de-todos-los-servicios-amazon-web-services-daniel-pe%25C3%25B1a-silva) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [intellipaat.com: What is AWS?](https://intellipaat.com/blog/what-is-amazon-web-services-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [amazon.qwiklabs.com/catalog](https://amazon.qwiklabs.com/catalog) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [freecodecamp.org/news/tag/aws](https://www.freecodecamp.org/news/tag/aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Jayendra's Blog 🌟🌟](https://jayendrapatil.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Everything AWS | Search and discover 6K+ quality AWS repositories](https://app.polymersearch.com/discover/aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Courses created by AWS experts](https://www.amazon.com/b/?node=14297978011) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [dev.to: Many free and useful AWS official Dev and User guides!](https://dev.to/aws-builders/many-free-and-useful-aws-official-dev-and-user-guides-54ci) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Amazon Web Services Youtube](https://www.youtube.com/user/AmazonWebServices) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Tutorial Series](https://www.youtube.com/user/awstutorialseries) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Webinar Channel](https://www.youtube.com/user/AWSwebinars) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Podcasts](https://aws.amazon.com/podcasts/aws-podcast) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS Techchat](https://aws.amazon.com/podcasts/aws-techchat) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [The AWS Developer Blog now includes Python & GoLang](https://aws.amazon.com/blogs/developer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Implementing Microservices on AWS 🌟](https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [dev.to: Disaster Recovery Cheat-sheet/Write-up 🌟](https://dev.to/aws-builders/disaster-recovery-cheat-sheetwrite-up-o62) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [dev.to: Best Practices When Designing AWS Architecture 🌟🌟](https://dev.to/aws-builders/best-practices-when-designing-aws-architecture-4c8d) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [serverlessland.com](https://serverlessland.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [serverlessland.com/patterns: Serverless Patterns Collection](https://serverlessland.com/patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [AWS SAM Pipelines](https://serverlessland.com/explore/sam-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [thenewstack.io: The AWS Shared Responsibility Model for Kubernetes](https://thenewstack.io/understand-the-aws-shared-responsibility-model-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [lastweekinaws.com: 17 More Ways to Run Containers on AWS](https://www.lastweekinaws.com/blog/17-more-ways-to-run-containers-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [vladionescu.me: Scaling containers on AWS in 2022 (comparison)](https://www.vladionescu.me/posts/scaling-containers-on-aws-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [docs.aws.amazon.com: The AWS Security Reference Architecture](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture/architecture.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [infoq.com: AWS Publishes Reference Architecture and Implementations for' Deployment Pipelines](https://www.infoq.com/news/2023/02/aws-deployment-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [What is Streaming Data?](https://aws.amazon.com/what-is/streaming-data) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [infoworld.com: Docker's Compose specification is now an open standard](https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [releasehub.com: 6 Docker Compose Best Practices for Dev and Prod](https://release.com/blog/6-docker-compose-best-practices-for-dev-and-prod) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Top 50 Docker Tools](https://blog.inedo.com/devops/top-50-docker-tools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Portainer Community Edition](https://www.portainer.io/install) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [crunchtools.com: A Comparison of Linux Container Images](https://crunchtools.com/comparison-linux-container-images) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Red Hat Universal Base Images - hub.docker.com/u/redhat: UBI 8 standard, minimal, micro, and init from DockerHub 🌟](https://hub.docker.com/u/redhat) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [redhat.com: Red Hat Brings Red Hat Universal Base Image to Docker Hub](https://www.redhat.com/en/about/press-releases/red-hat-brings-red-hat-universal-base-image-docker-hub) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Digital Ocean: Docker Tutorials](https://www.digitalocean.com/community/tags/docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Play with docker 🌟](https://labs.play-with-docker.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [dev.to: Use Kool to Dockerize Your Local Development Environment the Right Way](https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [andrewlock.net: Installing Docker Desktop for Windows and WSL 2](https://andrewlock.net/installing-docker-desktop-for-windows) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [freecodecamp.org: a beginners guide to docker - how to create a client server side with docker compose](https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [ttl.sh: Anonymous & ephemeral Docker image registry 🌟](https://ttl.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer](https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [buildpacks.io: Cloud Native Buildpacks 🌟](https://buildpacks.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [altoros.com: Streamlining the Creation of Docker Images with Cloud Native Buildpacks](https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-cloud-native-buildpacks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks](https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [sematext: Monitor Docker Metrics & Logs 🌟](https://sematext.com/capabilities/container-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [codesolid.com: How To Use Docker and Docker Compose With Python](https://codesolid.com/how-to-use-docker-with-python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [dev.to/pmbanugo: Goodbye Dockerfiles: Build Secure & Optimised Node.js Container Images with Cloud Native Buildpacks](https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [code.visualstudio.com: Visual Studio Code](https://code.visualstudio.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [vscode.github.com: GitHub and Visual Studio Code 🌟](https://vscode.github.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [VScode run from WSL in Linux: Cannot activate the 'Atlassian for VSCode' (Official)' extension because 'git' extension is not loaded](https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atlassian-for-vscode) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [With the Edge (Chromium) Tools for VS Code you can see the browser's Inspector and Dev Tools within VSCode, to debug your front-end code](https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [VSCode Updates](https://code.visualstudio.com/updates/v1_120) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [devblogs.microsoft.com: Need an Intro to VS Code? Let Tech with Tim Help!](https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [Flask Documentation 🌟](https://flask.palletsprojects.com/en/stable) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [FastAPI 🌟](https://fastapi.tiangolo.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [kafka-tutorials.confluent.io 🌟](https://developer.confluent.io/tutorials) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [blog.jooq.org](https://blog.jooq.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [clickhouse.com](https://clickhouse.com) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [Traefik](https://traefik.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2026)** [grafana.com: Provisioning Grafana 🌟](https://grafana.com/docs/grafana/latest/administration/provisioning) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2026)** [prometheus.io: Writing Exporters](https://prometheus.io/docs/instrumenting/writing_exporters) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [Prometheus Third Party Exporters](https://prometheus.io/docs/instrumenting/exporters) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [prometheus.io: Installarion](https://prometheus.io/docs/prometheus/latest/installation) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [prometheus.io: Getting Started](https://prometheus.io/docs/prometheus/latest/getting_started) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [Grafana Dashboards with Telegraf Collectors](https://grafana.com/grafana/dashboards/?collector=Telegraf) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [**Micrometer** Collector](https://micrometer.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [**prometheus.io**](https://prometheus.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [LibrerΓ­as cliente](https://prometheus.io/docs/instrumenting/clientlibs) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [prometheus-operator.dev 🌟](https://prometheus-operator.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [cloud.google.com: Google Cloud Managed Service for Prometheus](https://docs.cloud.google.com/stackdriver/docs/managed-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [activemq.apache.org/components/classic/documentation](https://activemq.apache.org/components/classic/documentation) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [Apache ActiveMQ Artemis Using the Server](https://artemis.apache.org/components/artemis/documentation/latest/using-server.html) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [Red Hat 3scale API Management](https://www.redhat.com/en/technologies/jboss-middleware/3scale) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Apigee @Youtube](https://www.youtube.com/user/apigee) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [WSO2 @Youtube](https://www.youtube.com/user/WSO2TechFlicks) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Kong API Platform @Youtube](https://www.youtube.com/channel/UCJfQURxlI_pQdeJUGXtA_zw) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Tyk @Youtube](https://www.youtube.com/channel/UCe3VG8wgz03u73xiomGeQzQ) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Google Apigee API Manager](https://cloud.google.com/apigee) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Kong API Manager](https://konghq.com/products/kong-gateway) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [Tyk API Manager](https://tyk.io) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [OpenSource at AWS](https://aws.github.io) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [Amazon CodeCatalyst](https://codecatalyst.aws/explore) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [AWS Management Tools Blog](https://aws.amazon.com/blogs/mt) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [Amazon CLI Documentation](https://aws.amazon.com/cli) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [AWS CLI Command Reference](https://docs.aws.amazon.com/cli/latest/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [AWS SDK for Java](https://aws.amazon.com/sdk-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [vantage.sh](https://www.vantage.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [steampipe](https://steampipe.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [Amazon CodeWhisperer](https://aws.amazon.com/q/developer) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [relocate.me](https://relocate.me) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2026)** [recruit crm](https://recruitcrm.io) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2026)** [FinOps Foundation: FinOps.org](https://www.finops.org) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2026)** [AKS Labs - Introduction](https://azure-samples.github.io/aks-labs/docs/intro) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [Play with Kubernetes](https://labs.play-with-k8s.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [kodekloud.com](https://kodekloud.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [training.linuxfoundation.org: Introduction to Kubernetes (LFS158x)](https://training.linuxfoundation.org/training/introduction-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [civo.com/academy 🌟🌟🌟](https://www.civo.com/academy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [devopswithkubernetes.com](https://courses.mooc.fi/org/uh-cs/courses/devops-with-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [Cycle.io](https://cycle.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [Nomad](https://developer.hashicorp.com/nomad) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [nomadproject.io: An alternative to Kubernetes](https://developer.hashicorp.com/nomad/docs/k8s-nomad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [Docker Swarm](https://docs.docker.com/engine/swarm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [coolify.io](https://coolify.io) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [Portainer 🌟](https://www.portainer.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [Taubyte](https://taubyte.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [github.com/kubernetes-client 🌟](https://github.com/kubernetes-client) [COMMUNITY-TOOL] [MULTI CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2026)** [pkg.go.dev/k8s.io/client-go](https://pkg.go.dev/k8s.io/client-go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2026)** [javaoperatorsdk.io: Build Kubernetes Operators in Java without hassle](https://javaoperatorsdk.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2026)** [Pulumi](https://www.pulumi.com) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [Pulumi VS Terraform](https://www.pulumi.com/docs/iac/comparisons/terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [pulumi.com: Running Containers on ECS Fargate](https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [AWS DevOps Blog](https://aws.amazon.com/blogs/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2026)** [Continuous Deployment with AWS](https://aws.amazon.com/blogs/devops/tag/continuous-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2026)** [AWS Partner Network - CodePipeline Integrations](https://aws.amazon.com/es/codepipeline/product-integrations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2026)** [admiralty.io](https://admiralty.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2026)** [What Is AWS IoT?](https://docs.aws.amazon.com/iot/latest/developerguide/what-is-aws-iot.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [AWS Partner Network](https://aws.amazon.com/partners) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [AWS API: get-service-quota](https://docs.aws.amazon.com/cli/latest/reference/service-quotas/get-service-quota.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [AWS Cloud Endure Migration](https://aws.amazon.com/application-migration-service) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [AWS LightSail](https://aws.amazon.com/lightsail) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [localstack.cloud](https://www.localstack.cloud) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-miscellaneous.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-miscellaneous.md)*
-  - **(2026)** [AWS App Runner 🌟](https://aws.amazon.com/apprunner) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [CDK](https://aws.amazon.com/cdk) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [BMW IT-Zentrum](https://www.facebook.com/pages/BMW-IT-Zentrum/122968844423716) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - **(2026)** [Public APIs Directory](https://publicapis.io) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2026)** [Rapid API:](https://rapidapi.com) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2026)** [tier1app.com](https://tier1app.com) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2026)** [FastThread.io](https://fastthread.io) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2026)** [gceasy.io 🌟](https://gceasy.io) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2026)** [heaphero.io](https://heaphero.io) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2026)** [AWS Security Blog](https://blogs.aws.amazon.com/security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2026)** [AWS Security](https://aws.amazon.com/security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2026)** [AWS Security docs](https://docs.aws.amazon.com/security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2026)** [encrypt and decrypt data: Importing Key Material in AWS Key Management Service (AWS KMS)](https://docs.aws.amazon.com/kms/latest/developerguide/importing-keys.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2026)** [AWS Identity and Access Management - Getting Started](https://docs.aws.amazon.com/IAM/latest/UserGuide/getting-started.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2026)** [blog.alexellis.io: Building containers without Docker 🌟](https://blog.alexellis.io/building-containers-without-docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2026)** [What is Podman and How Does it Compare to Docker?](https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2026)** [kubeshark.co](https://www.immo-pop.com/login) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [prometheus-community/kube-prometheus-stack 🌟🌟](https://artifacthub.io/packages/helm/prometheus-community/kube-prometheus-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [Azure Products by Region Table](https://azure.microsoft.com/en-us/explore/global-infrastructure/products-by-region/table) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [refactoring.guru: Design Patterns](https://refactoring.guru/design-patterns) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [dhall-lang.org: Dhall Configuration Language](https://dhall-lang.org) [COMMUNITY-TOOL] [HASKELL CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [firebase.google.com](https://firebase.google.com) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [supabase.com](https://supabase.com) [COMMUNITY-TOOL] [TYPESCRIPT/ELIXIR CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [ddev.com](https://ddev.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [oclif.io 🌟](https://oclif.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [Amazon CodeGuru Reviewer](https://aws.amazon.com/codeguru/profiler) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [Tether (USDt)](https://tether.to) [COMMUNITY-TOOL] β€” *Go to [Section](./digital-money.md)*
-  - **(2026)** [cert-manager.io 🌟](https://cert-manager.io/docs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2026)** [kubernetes.io: Encrypting Secret Data at Rest 🌟](https://kubernetes.io/docs/tasks/administer-cluster/encrypt-data) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2026)** [rbac.dev 🌟🌟🌟](https://rbac.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2026)** [cilium.io 🌟](https://cilium.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2026)** [Jaeger](https://www.jaegertracing.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2026)** [Kibana](https://www.elastic.co/kibana) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2026)** [kustomize.io 🌟](https://kustomize.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kustomize.md)*
-  - **(2026)** [Declarative Management of Kubernetes Objects Using Kustomize](https://kubernetes.io/docs/tasks/manage-kubernetes-objects/kustomization) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - **(2026)** [crunchydata.com](https://www.crunchydata.com) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2026)** [github.com/CrunchyData](https://github.com/CrunchyData) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2026)** [Documentation: Crunchy Data Container Suite 🌟](https://access.crunchydata.com/documentation/crunchy-postgres-containers/latest) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2026)** [Charmed Kubernetes](https://ubuntu.com/kubernetes/charmed-k8s) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [ClusterAPI](https://cluster-api.sigs.k8s.io) [COMMUNITY-TOOL] [GO/MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [**Microk8s**](https://canonical.com/microk8s) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [k0s](https://k0sproject.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [kurl.sh](https://kurl.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [VMware hands-on Labs 🌟](https://labs.hol.vmware.com/HOL) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [Openshift Container Platform](https://nubenetes.com/openshift/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [Rancher: Enterprise management for Kubernetes](https://nubenetes.com/rancher/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [kyverno.io: Mutating Resources](https://kyverno.io/docs/writing-policies/mutate) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Generating resources into existing namespaces](https://kyverno.io/docs/writing-policies/generate) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.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)** [kyverno.io: Add Pod Proxies](https://kyverno.io/policies/other/add-pod-proxies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Implementing your best practices is simple with kyverno](https://kyverno.io/policies/best-practices/require_probes/require_probes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Require PodDisruptionBudget](https://kyverno.io/policies/other/require_pdb) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Restrict Image Registries](https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [github.com/quay](https://github.com/quay) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Harbor](https://goharbor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [sonatype.com/nexus-repository-oss](https://www.sonatype.com/products/sonatype-nexus-repository) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Nexus Repository Manager (NXRM) 3 🌟](https://help.sonatype.com/en/sonatype-nexus-repository.html) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Sonatype Nexus Community 🌟](https://github.com/sonatype-nexus-community) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [JFrog Container Registry](https://jfrog.com/container-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Payara](https://payara.fish) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [TomEE from Tomitribe](https://tomee.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [KumuluzEE](https://ee.kumuluz.com) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [Jira](https://www.atlassian.com/software/jira) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [ifuckinghatejira.com](https://ifuckinghatejira.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [OpenProject](https://www.openproject.org) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [nextcloud.com](https://nextcloud.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [Google meet: meet.new](https://meet.google.com/unsupported?meetingCode=new) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [Zoom: zoom.new](https://zoom.us/signin) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [Atlassian Confluence](https://www.atlassian.com/software/confluence) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [Swim](https://swimm.io) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [namelix.com](https://namelix.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [GH repos: repo.new](https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnew) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [GH Gists: gist.new](https://gist.github.com/starred) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2026)** [freelancer 🌟](https://www.freelancer.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [crossover](https://www.crossover.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [arc - formerly codementor](https://arc.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [scalablepath](https://www.scalablepath.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [turing](https://turing.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [lorem](https://www.storetasker.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [soshace](https://soshace.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [adeva](https://adevait.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [speedlancer](https://speedlancer.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [worksome](https://www.worksome.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [certace](https://a-connect.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [BairesDev](https://www.bairesdev.com/join-us) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [hellobonsai](https://www.hellobonsai.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [paystream.co.uk: What is an umbrella company?](https://www.paystream.co.uk/helphub/umbrella/getting-started/what-is-an-umbrella-company) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [umbrellaselector.com/Spain](https://umbrellaselector.com/Spain) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [freelance.es](https://freelance.es) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [contractortaxation.com/contracting-in-spain](https://contractortaxation.com/contracting-in-spain) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./freelancing.md)*
-  - **(2026)** [cloud-mercato.com: Public Cloud Reference 🌟](https://pcr.cloud-mercato.com) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [cloud-mercato.com: State of the art of Public Object Storage Europe 🌟](https://projector.cloud-mercato.com/projects/state-of-the-art-of-public-object-storage-europe) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [comparecloud.in: Public Cloud Services Comparison 🌟](https://comparecloud.in) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Multicloud Fluency: 6 reasons you should learn multiple clouds](https://www.pluralsight.com/resources/blog/cloud/why-learn-multiple-cloud-platforms) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [youtube: A Cloud Guru - Cloud Provider Comparisons 🌟](https://www.youtube.com/playlist?app=desktop&list=PLI1_CQcV71RnBebKm_tH1uKYI3WxkM2TT) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [digitalisationworld.com: Multicloud: Two truths and a lie](https://digitalisationworld.com/blogs/57435/multicloud-two-truths-and-a-lie) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [nextgov.com: Why smart multicloud policies are a golden ticket to modernizing IT infrastructure](https://www.nextgov.com/ideas/2023/11/why-smart-multicloud-policies-are-golden-ticket-modernizing-it-infrastructure/392232) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [intellipaat.com: AWS vs Azure vs Google – Detailed Cloud Comparison](https://intellipaat.com/blog/aws-vs-azure-vs-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.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)** [acloudguru.com: Cloud security comparison: AWS vs. Azure vs. GCP](https://www.pluralsight.com/resources/blog/cloud/cloud-security-comparison-aws-vs-azure-vs-gcp) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Cloud developer tooling compared: AWS vs. Azure vs. GCP](https://www.pluralsight.com/resources/blog/cloud/cloud-developer-tooling-compared-aws-vs-azure-vs-gcp) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Blockchain cloud comparison: What is blockchain-as-a-service (BaaS)?](https://www.pluralsight.com/resources/blog/cloud/blockchain-cloud-comparison-what-is-blockchain-as-a-service-baas) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [acloudguru.com: Storage services compared: AWS vs Azure vs GCP](https://www.pluralsight.com/resources/blog/cloud/storage-showdown-aws-vs-azure-vs-gcp-cloud-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [thenewstack.io: Is a Multicloud Strategy Right for Your Organization?](https://thenewstack.io/is-a-multicloud-strategy-right-for-your-organization) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [cloudtechtwitter.com: Let's check about AWS v/s Azure Service](https://www.cloudtechtwitter.com/2022/05/lets-check-about-aws-vs-azure-services.html) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [thenewstack.io: How to Evaluate Kubernetes Cloud Providers](https://thenewstack.io/how-to-evaluate-kubernetes-cloud-providers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [iot-analytics.com: The IoT cloud: Microsoft Azure vs. AWS vs. Google Cloud](https://iot-analytics.com/iot-cloud) [CASE STUDY] [COMMUNITY-TOOL] 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)** [cast.ai: Ultimate cloud pricing comparison: AWS vs. Azure vs. Google Cloud in 2021](https://cast.ai/blog/cloud-pricing-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [faddom.com: Cloud Computing Costs & Pricing Comparisons for 2023](https://faddom.com/cloud-computing-costs-and-pricing-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [Openshift.com pricing](https://www.redhat.com/en/technologies/cloud-computing/openshift/pricing) [COMMUNITY-TOOL] 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)** [Google cloud kubernetes pricing](https://cloud.google.com/kubernetes-engine/pricing) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [Rackspace.com: Managed Kubernetes](https://www.rackspace.com/managed-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [Gaia-X.eu](https://gaia-x.eu) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(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)*
-  - **(2026)** [grow.google: interview warmup](https://grow.google/grow-your-career/articles/interview-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [interviewbit.com: Ansible Interview Questions](https://www.interviewbit.com/ansible-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [interviewbit.com: Terraform Interview Questions](https://www.interviewbit.com/terraform-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [fosstechnix.com: Top 50 Terraform Cloud Interview Questions and Answers](https://www.fosstechnix.com/terraform-cloud-interview-questions-and-answer) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [intellipaat.com: Top Amazon AWS Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/amazon-aws-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [Frequently Asked AWS Interview Questions](https://www.interviewbit.com/aws-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [gcreddy.com: SQL Interview Questions and Answers](https://www.gcreddy.com/2022/02/sql-interview-questions-and-answers.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [artoftesting.com: Top 40 SQL Query Interview Questions and Answers for Practice](https://artoftesting.com/sql-queries-for-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [intellipaat.com: Top Answers to MySQL Interview Questions](https://intellipaat.com/blog/interview-question/mysql-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationreinvented.blogspot.com: Top 30 API Testing Interview Questions & Answers for SDET/API Automation-Rest Assured? SET-03](https://automationreinvented.blogspot.com/2020/11/top-30-api-testing-interview-questions.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationqahub.com: Latest API Testing Interview Questions And Answers](https://automationqahub.com/latest-api-testing-interview-questions-and-answers) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationreinvented.blogspot.com: Top 11 kubernetes interview questions for SDET/DevOps SET-02? Kubernetes deployment commands](https://automationreinvented.blogspot.com/2020/10/top-11-kubernetes-interview-questions.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [learnsteps.com: DevOps Interview Questions: How will you scale your current CI-CD pipeline](https://www.learnsteps.com/devops-interview-questions-how-will-you-scale-your-current-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [intellipaat.com: Top DevOps Interview Questions – Most Asked](https://intellipaat.com/blog/interview-question/devops-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [learnsteps.com: DevOps Interview Questions: What do you know about proc filesystem in Linux.](https://www.learnsteps.com/devops-interview-questions-what-do-you-know-about-proc-filesystem-in-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationqahub.com: The Ultimate List of Selenium Interview Questions](https://automationqahub.com/latest-selenium-interview-questions-and-answers) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationreinvented.blogspot.com: Top 30 Interview Questions on Automation Testing - Selenium for SDET/Automation QA?](https://automationreinvented.blogspot.com/2020/06/top-30-interview-questions-on.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [intellipaat.com: Top Git Interview Questions And Answers 🌟](https://intellipaat.com/blog/interview-question/git-interview-questions-answers) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationreinvented.blogspot.com: Top GIT Interview question Set-03 for SDET/Testers/Developers/DevOps?](https://automationreinvented.blogspot.com/2021/05/top-git-interview-question-set-03-for.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationreinvented.blogspot.com: Top 40 GIT Interview Questions and Answers for SDET - DevOps - Automation QA? Useful GIT commands to refer for daily DevOps Tasks?](https://automationreinvented.blogspot.com/2021/09/top-40-git-interview-questions-and.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [java67.com: Top 15 Microservices Interview Questions with Answers for 3 to 5 Years Experienced](https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [java-success.com: 01: 9 Java low latency interview questions & answers](https://www.java-success.com/writing-low-latency-applications-in-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [java-success.com: 9 Java Garbage Collection interview questions & answers](https://www.java-success.com/java-garbage-collection-interview-questions-and-answers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [automationqahub.com: The Ultimate Git Cheat Sheet 🌟](https://automationqahub.com/mastering-git-your-ultimate-git-cheat-sheet-for-quick-reference) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [Amazon Managed Service for Prometheus](https://aws.amazon.com/prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2026)** [Digital Ocean](https://www.digitalocean.com) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2026)** [docs.microsoft.com: WSL - Windows Subsystem for Linux](https://learn.microsoft.com/en-us/windows/wsl) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2026)** [9elements.com: Developing on Windows with WSL2](https://9elements.com/blog/developing-on-windows-with-wsl2) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2026)** [devtools.chrome.com](https://developer.chrome.com/docs/devtools) [COMMUNITY-TOOL] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2026)** [Firefox DevTools](https://firefox-source-docs.mozilla.org/devtools-user/tools_toolbox/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2026)** [kubectl explain](https://jamesdefabia.github.io/docs/user-guide/kubectl/kubectl_explain) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [itnext.io: Using β€˜kubectl explain’ for Custom Resources](https://itnext.io/understanding-kubectl-explain-9d703396cc8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.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)** [itnext.io: Connect to containers using Kubectl Exec](https://itnext.io/connect-to-containers-using-kubectl-exec-b1fb5c171f03) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [hackernoon.com: How to Work With the Kubectl Debug Command](https://hackernoon.com/how-to-work-with-the-kubectl-debug-command) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2026)** [goteleport.com: kubectl exec vs SSH](https://goteleport.com/blog/ssh-vs-kubectl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.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](./dom.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](./dom.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](./dom.md)*
-  - **(2025)** [Google Cloud Code](https://cloud.google.com/code) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [Google Kubernetes Engine](https://cloud.google.com/kubernetes-engine) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [redhat.com: Understanding DevOps](https://www.redhat.com/en/topics/devops) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.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)** [devopscube.com](https://devopscube.com) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [thenewstack.io/platform-engineering](https://thenewstack.io/platform-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [seal.io: Open Source Platform Engineering for Dev & Ops](https://gpustack.ai) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [DevOps Glosary of Terms 🌟](https://digital.ai/glossary) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [The Ultimate DevOps Tool Chest 🌟](https://digital.ai/learn/diagram-generator) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2025)** [Periodic Table of DevOps 🌟](https://digital.ai/learn/devsecops-periodic-table) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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)** [github.com/miztiik/AWS-Demos](https://github.com/miztiik/AWS-Demos) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [github.com/wardviaene (kubernetes, terraform, ansible, docker, etc) 🌟](https://github.com/wardviaene) [COMMUNITY-TOOL] [HCL/YAML CONTENT] β€” *Go to [Section](./demos.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)** [eksworkshop.com](https://eksworkshop.com/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [rcarrata.com](https://rcarrata.com) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [docs.microsoft.com: Deploy Spring microservices to Azure](https://learn.microsoft.com/en-us/azure/container-apps) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [Claude 101: Free Guides to Master Claude](https://claude101.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Using Workspaces for AI Changes Across Multiple Repos](https://ettema.dev/posts/ai-multi-repo-workspaces) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Development Environments for Cloud Agents](https://cursor.com/blog/cloud-agent-development-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Claude Code in Action](https://anthropic.skilljar.com/claude-code-in-action) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] [PYTHON/SHELL CONTENT] β€” *Go to [Section](./ai.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)** [Azure DevOps MCP Server Public Preview](https://devblogs.microsoft.com/devops/azure-devops-mcp-server-public-preview) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Limitless Kubernetes Scaling for AI and Data-intensive Workloads: The AKS Fleet Strategy](https://blog.aks.azure.com/2025/04/02/Scaling-Kubernetes-for-AI-and-Data-intensive-Workloads) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(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€” *Go to [Section](./ai.md)*
-  - **(2025)** [Cerebras AI](https://www.cerebras.ai) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [kubermatic.com](https://www.kubermatic.com/tags/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [itnext.io/tagged/kubernetes](https://itnext.io/tagged/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [returngis.net](https://www.returngis.net) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [blog.palark.com](https://palark.com/blog/tag/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [Reduce Latency with Azure Proximity Placement Groups](https://hansencloud.com/2025/02/24/reduce-latency-with-azure-proximity-placement-groups) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [containerjournal.com](https://cloudnativenow.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.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)** [kubernetes.slack.com](https://kubernetes.slack.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [slack.kubernetes.io](https://slack.kubernetes.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [Deploying Virtual Networks Across Tenants Using Azure Virtual Network Manager](https://techcommunity.microsoft.com/blog/azurenetworkingblog/deploying-virtual-networks-across-tenants-using-azure-virtual-network-manager-ip/4410161) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.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)*
-  - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [COMMUNITY-TOOL] 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)** [Terraform Azure Resource IPAM Module](https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [digger.dev](https://digger.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [spacelift.io](https://spacelift.io) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [roadmap.sh/terraform 🌟](https://roadmap.sh/terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [terraform-best-practices.com 🌟](https://www.terraform-best-practices.com) [COMMUNITY-TOOL] 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)*
-  - **(2025)** [cloud.google.com: Terraform blueprints and modules for Google Cloud 🌟](https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [learn.hashicorp.com: What is Infrastructure as Code with Terraform? 🌟](https://developer.hashicorp.com/terraform/tutorials/aws-get-started/infrastructure-as-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [weekly.tf: Terraform Weekly](https://www.weekly.tf) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [Homepage](https://crc.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2025)** [devhints.io/go: Go cheatsheet](https://devhints.io/go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [hackingcpp.com: C++ Cheat Sheets](https://hackingcpp.com/cpp/cheat_sheets) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./cheatsheets.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)*
-  - **(2025)** [cheatsheetseries.owasp.org: Docker Security Cheat Sheet 🌟🌟](https://cheatsheetseries.owasp.org/cheatsheets/Docker_Security_Cheat_Sheet.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [Blue Ocean plugin](https://plugins.jenkins.io/blueocean) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Cucumber reports](https://plugins.jenkins.io/cucumber-reports) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Text Finder 🌟](https://plugins.jenkins.io/text-finder) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [CloudBees Flow plugin](https://plugins.jenkins.io/electricflow) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Job DSL Plugin 🌟](https://plugins.jenkins.io/job-dsl) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.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)** [Pipeline Development Tools (Command-line Pipeline Linter)](https://www.jenkins.io/doc/book/pipeline/development) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Nomad](https://plugins.jenkins.io/nomad) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [vSphere cloud](https://plugins.jenkins.io/vsphere-cloud) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Splunk Plugins](https://plugins.jenkins.io/splunk-devops) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Logstash](https://plugins.jenkins.io/logstash) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [ALM Performance: Continuously Monitor Performance and Vitality of your Jenkins Deployment](https://www.almtoolbox.com/jenkins-monitoring.php) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [sysdig-secure: Sysdig Secure Container Image Scanner](https://plugins.jenkins.io/sysdig-secure) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Aqua Security Scanner](https://plugins.jenkins.io/aqua-security-scanner) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Azure Artifact Manager](https://plugins.jenkins.io/azure-artifact-manager) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [kie.org](https://www.kie.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [ansiblefordevops.com](https://www.ansiblefordevops.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2025)** [docs.ansible.com](https://docs.ansible.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2025)** [ansibleforkubernetes.com 🌟](https://www.ansibleforkubernetes.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2025)** [Visual Studio Code (Git Extensions)](https://nubenetes.com/visual-studio/) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(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€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [Operator Capability Levels](https://operatorframework.io/operator-capabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [superorbital.io: Testing Production Kubernetes Controllers](https://superorbital.io/blog/testing-production-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [kubevious: application centric Kubernetes UI 🌟](https://kubevious.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [downloadkubernetes.com: Download Kubernetes 🌟](https://www.downloadkubernetes.com) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [plural.sh: Deploy open-source software on Kubernetes in record time ⭐](https://www.plural.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/jwcesign/kubespider](https://github.com/jwcesign/kubespider) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [openobserve/debug-container](https://github.com/openobserve/debug-container) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/KWasm/podman-wasm](https://github.com/KWasm/podman-wasm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [docs.microsoft.com: Configurations and GitOps with Azure Arc enabled Kubernetes](https://learn.microsoft.com/en-us/azure/azure-arc/kubernetes/conceptual-gitops-flux2) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - **(2025)** [modelcontextprotocol.io: MCP Official Documentation](https://modelcontextprotocol.io/docs/getting-started/intro) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [MCPBundles](https://www.mcpbundles.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) [COMMUNITY-TOOL] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [youtube: The 6 Levels of Claude Code Explained](https://www.youtube.com/watch?v=TUKYbUIXLOE) [COMMUNITY-TOOL] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [o365reports.com: Office 365 Reports](https://o365reports.com) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [learn.microsoft.com: DevTest and DevOps for microservice solutions](https://learn.microsoft.com/en-us/azure/devtest-labs) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [Azure DevOps Labs 🌟](https://www.azuredevopslabs.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [docs.microsoft.com: Build applications with Azure DevOps (Learning Path)](https://learn.microsoft.com/en-gb/training/browse) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [Azure Network Security Perimeter Concepts](https://learn.microsoft.com/en-us/azure/private-link/network-security-perimeter-concepts) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [Building a DDoS Response Plan with Azure DDoS Protection](https://techcommunity.microsoft.com/blog/azurenetworksecurityblog/building-a-ddos-response-plan/4372256) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [Introducing Subnet Peering in Azure](https://techcommunity.microsoft.com/blog/azurenetworkingblog/introducing-subnet-peering-in-azure/4383841) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [A Guide to Azure Data Transfer Pricing](https://techcommunity.microsoft.com/blog/AzureNetworkingBlog/a-guide-to-azure-data-transfer-pricing/4374538) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [learn.microsoft.com: Use Azure WAF assessments](https://learn.microsoft.com/en-us/azure/advisor/advisor-assessments) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [learn.microsoft.com: Azure Well-Architected Framework perspective on Azure App Service (Web Apps)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/app-service-web-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [docs.microsoft.com: Understand Azure Load Balancing. Decision tree for load balancing in Azure](https://learn.microsoft.com/en-us/azure/architecture/guide/technology-choices/load-balancing-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [azurebrains.com: Azurebrains](https://blog.azurebrains.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [rutlandblog.com](https://rutlandblog.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [learn.microsoft.com: Mission-critical baseline architecture on Azure](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-mission-critical/mission-critical-intro) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [learn.microsoft.com: Mission-critical workloads](https://learn.microsoft.com/en-us/azure/well-architected/mission-critical/mission-critical-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.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)** [split.io: Progressive Delivery](https://www.harness.io/harness-devops-academy/progressive-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cicd.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2025)** [Rancher Logging Operator 🌟](https://rancher.com/docs/rancher/v2.x/en/logging/v2.5) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2025)** [NFTables mode for kube-proxy in Kubernetes](https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2025)** [xDS REST and gRPC protocol](https://www.envoyproxy.io/docs/envoy/latest/api-docs/xds_protocol) [COMMUNITY-TOOL] [PROTOBUF CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2025)** [Buildbot](https://buildbot.net) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2025)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(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€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [pkg.go.dev/knative.dev/security-guard](https://pkg.go.dev/knative.dev/security-guard) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [Jsonnet](https://jsonnet.org) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [jsoncrack.com: JSON Crack 🌟🌟](https://jsoncrack.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [cloud.google.com: GKE Autopilot 🌟](https://docs.cloud.google.com/kubernetes-engine/docs/concepts/autopilot-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2025)** [youtube: The AKS Community](https://www.youtube.com/@theakscommunity) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2025)** [IKS](https://www.ibm.com/products/kubernetes-service) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2025)** [docs.digitalocean.com: Kubernetes on DigitalOcean](https://docs.digitalocean.com/products/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)*
-  - **(2025)** [slim.ai: Automatically reduce Docker container size using DockerSlim](https://www.root.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2025)** [Cockroach](https://www.cockroachlabs.com/docs/stable/kubernetes-overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Postgres.app](https://postgresapp.com) [COMMUNITY-TOOL] [OBJECTIVE-C CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Apache Druid](https://druid.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Apache Ignite](https://ignite.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Enterprise Web App Patterns - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/web-apps/guides/enterprise-app-patterns/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2025)** [Apache](https://httpd.apache.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2025)** [Apache Reverse Proxy Guide](https://httpd.apache.org/docs/2.4/howto/reverse_proxy.html) [COMMUNITY-TOOL] 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)*
-  - **(2025)** [HAProxy](https://www.haproxy.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2025)** [Red Hat Data Grid](https://www.redhat.com/en/technologies/jboss-middleware/data-grid) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2025)** [Varnish Cache](https://www.varnish.org/index.html) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2025)** [varnish-software.com](https://www.varnish-software.com) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.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)*
-  - **(2025)** [Promitor 🌟](https://promitor.io) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2025)** [Calendly](https://calendly.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2025)** [selenium.dev](https://www.selenium.dev) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2025)** [AWS IP inventory](https://github.com/okelet/awsipinventory) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2025)** [Red Hat Training & Certification Community](https://access.redhat.com/community/learn) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2025)** [AWS Partner Network (APN) blog](https://aws.amazon.com/blogs/apn) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2025)** [How can I troubleshoot errors using the AWS CLI to manage my service quota requests?](https://repost.aws/es/knowledge-center/troubleshoot-service-quotas-cli-commands) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.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)*
-  - **(2025)** [Mux: The API to Video](https://www.mux.com) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2025)** [AWS Lambda Limits](https://docs.aws.amazon.com/lambda/latest/dg/limits.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2025)** [Youtube channel: AWS Serverless](https://www.youtube.com/channel/UC_vJsnqdpuEoRseFmlkHMkA) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2025)** [cloudcraft.co](https://www.cloudcraft.co) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [hava.io](https://www.hava.io) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [Lucidchart](https://www.lucidchart.com/pages) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [Lucidchart](https://lucid.co/marketplace/91074b9b/aws) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [Hub-Spoke Network Topology in Azure - Azure Architecture Center](https://learn.microsoft.com/en-us/azure/architecture/networking/architecture/hub-spoke) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2025)** [kubernetes.io: Official CVE Feed 🌟](https://kubernetes.io/docs/reference/issues-security/official-cve-feed) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [Flux. The GitOps operator for Kubernetes](https://nubenetes.com/flux/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Kustomize - Template-Free Kubernetes Configuration Customization](https://nubenetes.com/kustomize/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Anthos Config Management](https://docs.cloud.google.com/kubernetes-engine/docs) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Maven](https://nubenetes.com/maven-gradle/) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2025)** [Chaos Mesh 🌟](https://chaos-mesh.org) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [Digital Ocean Kubernetes (DOKS)](https://www.digitalocean.com/products/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2025)** [scaleway.com: Kubernetes Kapsule](https://www.scaleway.com/en/en/kubernetes-kapsule) [COMMUNITY-TOOL] β€” *Go to [Section](./scaleway.md)*
-  - **(2025)** [Community Tools 🌟](https://www.digitalocean.com/community/tools) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2025)** [StackStorm.com](https://stackstorm.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./stackstorm.md)*
-  - **(2025)** [github.com/StackStorm](https://github.com/StackStorm) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./stackstorm.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)** [Kubectl plugins and tools](https://nubenetes.com/kubernetes/#kubectl-plugins) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2024)** [youtube playlist: Docker 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-amqyqHceAhkcsopzi4PFcKc) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [redhat.com: Why IT automation training is a smart way to boost your career](https://www.redhat.com/en/blog/it-automation-training) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [Platform Engineering Guide - 5 Key Use Cases of Internal Developer Platforms](https://www.techworld-with-nana.com/post/platform-engineering-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.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)** [loft.sh: Platform Engineering: The Definitive Guide](https://www.vcluster.com/blog/platform-engineering-the-definitive-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [humanitec.com: Escape VMware lock-in with a modular Internal Developer Platform](https://humanitec.com/blog/escape-vmware-lock-in-with-a-modular-internal-developer-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [infoq.com: Platform as a Runtime - the Next Step in Platform Engineering](https://www.infoq.com/articles/platform-runtime-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [piotrminkowski.com: IDP on OpenShift with Red Hat Developer Hub](https://piotrminkowski.com/2024/07/04/idp-on-openshift-with-red-hat-developer-hub) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [net.connect4techs.com: What are the top DevOps trends in 2024](https://net.connect4techs.com/what-are-the-top-devops-trends-in-2024) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [dynatrace.com: 9 key DevOps metrics for success - What are the four main DevOps metrics? DORA’s Four Keys](https://www.dynatrace.com/news/blog/devops-metrics-for-success) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [Update to Azure DevOps Allowed IP Addresses](https://devblogs.microsoft.com/devops/update-to-ado-allowed-ip-addresses) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [seekwell](https://www.seekwell.io) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [youtube playlist: Kubernetes 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-akr_3XqQQgpqRyQw4GYuS4h) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [github.com/che-samples](https://github.com/che-samples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [DEVOPS Library](https://devopslibrary.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [Get started creating and populating demo Azure DevOps Services projects](https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?](https://www.testmuai.com/blog/build-ci-cd-pipeline-in-azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [docs.microsoft.com: Create a build pipeline with Azure Pipelines](https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [OpenShift.io Samples 🌟🌟](https://workspaces.openshift.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [mad.firstmark.com: The MAD (ML/AI/Data) Landscape](https://mad.firstmark.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.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)** [Ignore Prior Instructions: AI Still Befuddled by Basic Reasoning](https://thenewstack.io/ignore-prior-instructions-ai-still-befuddled-by-basic-reasoning) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [amazon.science/base-tts-samples](https://www.amazon.science/base-tts-samples) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.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)** [itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes](https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [Terraform 2.0 in Practice: Using AI to Generate Infrastructure as Code](https://markaicode.com/terraform-ai-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.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)** [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)** [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€” *Go to [Section](./ai.md)*
-  - **(2024)** [k8s.af 🌟](https://k8s.af) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [nextplatform.com: Kubernetes Clusters Have Massive Overprovisioning Of Compute And Memory 🌟](https://www.nextplatform.com/cloud/2024/03/04/kubernetes-clusters-have-massive-overprovisioning-of-compute-and-memory/1658269) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [twitter.com/kubernetesio](https://x.com/kubernetesio) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [jamiehannaford/what-happens-when-k8s](https://github.com/jamiehannaford/what-happens-when-k8s) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [learnk8s.io/blog](https://learnkube.com/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [cloudowski.com](https://cloudowski.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [thecloudblog.net](https://thecloudblog.net) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [Kubebyexample.com - kubernetesbyexample.com 🌟🌟](https://kubebyexample.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [k21academy.com/category/docker-kubernetes](https://k21academy.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [semaphoreci.com: Continuous Blue-Green Deployments With Kubernetes 🌟](https://semaphore.io/blog/continuous-blue-green-deployments-with-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [ardanlabs.com: Kubernetes CPU Limits and Go](https://www.ardanlabs.com/blog/2024/02/kubernetes-cpu-limits-go.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [stormforge.io: Automated Kubernetes resource management for platform engineering teams to continuously rightsize workloads with HPA compatibility](https://stormforge.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [Custom Resources](https://kubernetes.io/docs/concepts/extend-kubernetes/api-extension/custom-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [Krew](https://krew.sigs.k8s.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [openkruise.io](https://openkruise.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [Community Forums 🌟](https://discuss.kubernetes.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [Kubernetes SIGs](https://github.com/kubernetes-sigs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [infoworld.com: 5 priorities that cut cloud costs and improve IT ops](https://www.infoworld.com/article/2338245/5-priorities-that-cut-cloud-costs-and-improve-it-ops.html) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2024)** [masterpoint.io: Three Terraform Use-cases You Need to Start Implementing](https://masterpoint.io/blog/terraform-use-cases) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform code 🌟🌟🌟](https://www.gruntwork.io/blog/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure Removal](https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [nilebits.com: Understanding Terraform Drift Detection and Remediation 🌟](https://www.nilebits.com/blog/2024/07/terraform-drift-detection) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io/blog/terraform-backends](https://spacelift.io/blog/terraform-backends) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [bejarano.io/terraform-plan-light: terraform plan -light 🌟](https://www.bejarano.io/terraform-plan-light) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [mattias.engineer: Terraform Variable Cross Validation](https://mattias.engineer/blog/2024/terraform-variable-cross-validation) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [terraform-docs.io](https://terraform-docs.io/user-guide/introduction) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [dronov.net: Terraform, the terrible](https://www.dronov.net/2024/02/22/terraform-the-terrible-en.html) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [nedinthecloud.com: Comparing Open TOFU And Terraform](https://nedinthecloud.com/2024/01/22/comparing-opentofu-and-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [pod.chaoslever.com: HashiCorp Under IBM’s Wing](https://pod.chaoslever.com/hashicorp-under-ibms-wing) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [build5nines.com: Analyzing IBM’s Acquisition of HashiCorp: A Game-Changer in Hybrid Cloud Management](https://build5nines.com/analyzing-ibms-acquisition-of-hashicorp-a-game-changer-in-hybrid-cloud-management) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [howdykloudy.in: Implementing Shift Left for Terraform: An Introductory Guide 🌟](https://www.howdykloudy.in/blog/implementing-shift-left-for-terraform-an-introductory-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [scalr.com: An alternative to Terraform Cloud and Terraform Enterprise](https://scalr.com) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/ozbillwang/terraform-best-practices](https://github.com/ozbillwang/terraform-best-practices) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [developer.hashicorp.com: Part 3: How to Evolve Your Provisioning Practices](https://developer.hashicorp.com/terraform/cloud-docs/recommended-practices/part3) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io: 20 Terraform Best Practices to Improve your TF workflow 🌟](https://spacelift.io/blog/terraform-best-practices) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.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)** [learn.hashicorp.com: Call APIs with Terraform Providers. Learn how to use and create custom Terraform Providers in a new collection of tutorials on HashiCorp Learn 🌟](https://developer.hashicorp.com/terraform/plugin/sdkv2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Configure Default Tags for AWS Resources 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags) [COMMUNITY-TOOL] [GUIDE] 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)*
-  - **(2024)** [terraform.io: Cloud Adoption Framework for Azure - Terraform module](https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [aws-observability.github.io: AWS Observability Accelerator for Terraform 🌟](https://aws-observability.github.io/terraform-aws-observability-accelerator) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [aws-observability.github.io: Tracing on Amazon EKS](https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Write Packer template for AWS](https://developer.hashicorp.com/packer/tutorials/aws-get-started/aws-get-started-build-image) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters](https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io: How to Provision an AWS EKS Kubernetes Cluster with Terraform](https://spacelift.io/blog/terraform-eks) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Terraform on Azure February 2024 Update](https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-february-2024-update/4070567) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.microsoft.com: Overview of Azure Export for Terraform](https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-terraform-overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.microsoft.com: Using Azure Export for Terraform in advanced scenarios](https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-advanced-scenarios) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Announcing AzAPI Dynamic Properties](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azapi-dynamic-properties/4121855) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [build5nines.com: Using AzAPI Terraform Provider Dynamic Properties Feature instead of jsonencode](https://build5nines.com/using-azapi-terraform-provider-dynamic-properties-feature-instead-of-jsonencode) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit chat app in AKS using Terraform](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [Teaser: Chapter 2 of Terraform Authoring and Operations Professional Study Guide](https://mattias.engineer/blog/2024/terraform-professional-chapter-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [Rook-Ceph](https://operatorhub.io/operator/rook-ceph) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [twitter.com/operatorhubio](https://x.com/operatorhubio) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [Red Hat Advanced Cluster Management for Kubernetes 🌟](https://www.redhat.com/en/technologies/management/advanced-cluster-management) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [github.com: Openshift 4 training](https://github.com/openshift/training) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [developers.redhat.com: Developing applications on Kubernetes 🌟](https://developers.redhat.com/topics/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2024)** [intellipaat.com: Python Cheat Sheet Basics](https://intellipaat.com/blog/tutorial/python-tutorial/python-cheat-sheet-basics) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [intellipaat.com: AWS Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/amazon-web-services-aws-tutorial/aws-cheat-sheet) [COMMUNITY-TOOL] 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)*
-  - **(2024)** [hackr.io: SQL Commands Tutorial: DDL, DML, TCL and DQL Commands](https://hackr.io/blog/sql-commands) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [TSQL and SQL Queries Cheat Sheet](https://helpercodes.com/sql-query-cheatsheet-tutorial) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.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)** [datadoghq.com: PostgreSQL Cheatsheet](https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [learnk8s.io: Kubernetes Research. Research documents on node instance types, managed services, ingress controllers, CNIs, etc.](https://learnkube.com/research) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [lambdatest.com: The Ultimate Selenium Python Cheat Sheet for Test Automation](https://www.testmuai.com/blog/selenium-python-cheat-sheet) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [intellipaat.com: Selenium Cheat Sheet](https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [intellipaat.com: RPA Cheat Sheet](https://intellipaat.com/blog/tutorial/rpa-tutorial/rpa-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [cloudskills.io: Getting Started with Git and Azure DevOps: The Ultimate Guide 🌟](https://ine.com) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - **(2024)** [NPM and Yarn Wrapper and Steps](https://plugins.jenkins.io/npm-yarn-wrapper-steps) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Git Push](https://plugins.jenkins.io/git-push) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [lambdatest.com: Jenkins Tutorial 🌟](https://www.testmuai.com/learning-hub/jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [jenkins-job-builder.readthedocs.io 🌟](https://jenkins-job-builder.readthedocs.io/en/latest) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Visual Studio Code JCasC-Plugin 🌟](https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [cloudbees.com: All Tier 1 Plugins Support Configuration as Code 🌟🌟](https://www.cloudbees.com/blog/configuration-as-code-plugin-support) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [devopscube.com: Jenkins Architecture Explained – Beginners Guide](https://devopscube.com/jenkins-architecture-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [jenkins-version](https://github.com/jenkins-infra/jenkins-version) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [devops.com: Kubernetes Jenkins Master-Slave: Scaling the Scalability Issue](https://devops.com/kubernetes-jenkins-master-slave-scaling-the-scalability-issue) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [cloudbees.com: The Two Most Common Issues with Jenkins and How to Fix Them 🌟](https://www.cloudbees.com/blog/most-common-issues-scaling-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [cloudbees.com: Enterprise JVM Administration and Jenkins Performance 🌟](https://www.cloudbees.com/blog/enterprise-jvm-administration-and-jenkins-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Compress-buildlog](https://plugins.jenkins.io/compress-buildlog) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [devopscube.com: How to Setup Docker containers as Build Slaves for Jenkins](https://devopscube.com/docker-containers-as-build-slaves-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [devops.com: 15 must have Jenkins plugins to increase productivity](https://devops.com/15-must-jenkins-plugins-increase-productivity) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [devteam.space: 10 Best Jenkins Plugins For DevOps](https://www.devteam.space/blog/10-best-jenkins-plugins-for-devops) [COMMUNITY-TOOL] 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)** [devops.com: Top 10 Best Practices for Jenkins Pipeline Plugin 🌟](https://devops.com/top-10-best-practices-for-jenkins-pipeline-plugin) [COMMUNITY-TOOL] 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)*
-  - **(2024)** [marketplace.visualstudio.com: Jenkins Extension Pack: DontShaveTheYak](https://marketplace.visualstudio.com/items?itemName=DontShaveTheYak.jenkins-extension-pack) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Jenkins plugin to provide automatic status for multibranch jobs (Grafana)](https://plugins.jenkins.io/github-autostatus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Build Monitor Plugin](https://plugins.jenkins.io/build-monitor-plugin) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Monitor Pro Plugin](https://plugins.jenkins.io/monitor-pro) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [youtube: Monitoring Jenkins with Grafana and Prometheus](https://www.youtube.com/watch?v=EWFJem7GUAc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [dynatrace.com: optimizing jenkins to ensure fast build times with dynatrace](https://www.dynatrace.com/news/blog/optimizing-jenkins-to-ensure-fast-build-times-with-dynatrace) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [opsview.com: opspack](https://docs.itrsgroup.com/docs/opsview/6.12.1/opspacks/opspack-index/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [qualys-cs: Qualys Container Scanning Connector](https://plugins.jenkins.io/qualys-cs) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [InsightVM Container Image Scanner](https://plugins.jenkins.io/rapid7-insightvm-container-assessment) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [docs.ansible.com: Developing Ansible modules](https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_general.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [docs.ansible.com: Working With Playbooks](https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [AWX Ansible Collection: galaxy.ansible.com/awx/awx](https://galaxy.ansible.com/awx/awx) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [redhat.com: Ansible Essentials: Simplicity in Automation Technical Overview (Free Course) 🌟](https://www.redhat.com/en/services/training/au094-ansible-essentials-simplicity-automation-technical-overview) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages with the Helm package manager](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_module.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_plugin_module.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [AWS Marketplace (AMIs): AWX/Tower](https://aws.amazon.com/marketplace/search/results?searchTerms=tower) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [Public Cloud Guides 🌟](https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [octoperf.com](https://octoperf.com) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2024)** [flood.io](https://flood.io) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2024)** [docs.microsoft.com: Azure Load Testing](https://learn.microsoft.com/en-us/azure/app-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2024)** [Gitea](https://about.gitea.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [Atlassian Sourcetree](https://www.sourcetreeapp.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2024)** [gitkraken.com](https://www.gitkraken.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2024)** [semantic-release.gitbook.io 🌟](https://semantic-release.gitbook.io/semantic-release) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2024)** [Azure DevOps Labs 🌟](https://azuredevopslabs.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2024)** [twitter.com/azuredevops](https://x.com/azuredevops) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2024)** [thenewstack.io: K8Spin Provides Multitenant Isolation for Kubernetes](https://thenewstack.io/k8spin-provides-multitenant-isolation-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [Discover K8Spin open source software](https://k8spin.cloud/oss-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [github.com/ElementTech/kube-reqsizer](https://github.com/ElementTech/kube-reqsizer) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [K8s KPIs with Kuberhealthy 🌟](https://kubernetes.io/blog/2020/05/29/k8s-kpis-with-kuberhealthy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [github.com/lukaszraczylo/jobs-manager-operator 🌟](https://github.com/lukaszraczylo/jobs-manager-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [omerxx.com: 10 Things I wish I’d known before building a Kubernetes CRD controller](https://omerxx.com/k8s-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [itnext.io: 5 Advanced Kubernetes Operators Every DevOps Engineer Should Know About 🌟](https://itnext.io/5-advanced-kubernetes-operators-every-devops-engineer-should-know-about-ab46bdc1c7d5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [dev.to/thenjdevopsguy: What Is A Kubernetes Operator?](https://dev.to/thenjdevopsguy/what-is-a-kubernetes-operator-53kb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [blog.frankel.ch: Introduction to Kubernetes extensibility 🌟](https://blog.frankel.ch/kubernetes-extensibility) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [opensource.com: Build a Kubernetes Operator in 10 minutes with Operator SDK](https://opensource.com/article/20/3/kubernetes-operator-sdk) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [itnext.io: Testing the Operator SDK and making a prefetch mechanism for Kubernetes](https://itnext.io/testing-the-operator-sdk-and-making-a-prefetch-mechanism-for-kubernetes-7508577efdd7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [cloud.redhat.com: Red Hat Container Community of Practice Operators](https://www.redhat.com/en/blog/red-hat-container-community-of-practice-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [thenewstack.io: HashiCorp Vault Operator Manages Kubernetes Secrets](https://thenewstack.io/hashicorp-vault-operator-manages-kubernetes-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [AI Meets Terraform: Prompt Strategies for Test Generation](https://masterpoint.io/blog/ai-meets-tf-prompt-strategies-for-test-generation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [cnab.io: CNABs facilitate the bundling, installing and managing of container-native' apps β€” and their coupled services](https://cnab.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Arktos](https://github.com/futurewei-cloud/arktos) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [smartxworks/knest](https://github.com/smartxworks/knest) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [KubeEye: An Automatic Diagnostic Tool that Provides a Holistic View of Your' Kubernetes Cluster 🌟](https://kubesphere.io/blogs/kubeeye-automatic-cluster-diagnostic-tool) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [KubeStellar Console 🌟](https://console.kubestellar.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [The Golden Kubernetes Tooling and Helpers list](https://docs.google.com/spreadsheets/d/1WPHt0gsb7adVzY3eviMK2W8LejV0I5m_Zpc8tMzl_2w/edit) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [dev.to/cyclops-ui: Five tools to make your K8s experience more enjoyable](https://dev.to/cyclops-ui/five-tools-to-make-your-k8s-experience-more-enjoyable-5d85) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [jthomperoo/k8shorizmetrics](https://github.com/jthomperoo/k8shorizmetrics) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) [COMMUNITY-TOOL] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2024)** [techcommunity.microsoft.com: Infra in Azure for Developers - The What](https://techcommunity.microsoft.com/blog/azuredevcommunityblog/infra-in-azure-for-developers---the-what/4026102) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.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)** [azure.github.io/Azure-Verified-Modules 🌟](https://azure.github.io/Azure-Verified-Modules) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [youtube: Code To Cloud - Getting Started With: Azure Verified Modules](https://www.youtube.com/watch?v=y1lOKQOapTw) [COMMUNITY-TOOL] 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)** [johnlokerse.dev: Lint Azure Bicep templates in Azure DevOps](https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops) [COMMUNITY-TOOL] [YAML 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 Architecture - Course Blueprint](https://techcommunity.microsoft.com/blog/azurearchitectureblog/azure-course-blueprints/4338972) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [luke.geek.nz/azure: Azure Architecture - Solution Requirement Consideration Checklist](https://luke.geek.nz/azure/azure-architecture-solution-requirement-consideration-checklist) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Create an Azure Active Directory tenant for P2S OpenVPN protocol connections](https://learn.microsoft.com/en-us/azure/vpn-gateway/openvpn-azure-ad-tenant) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: What’s new in Defender: How Copilot for Security can transform your SOC](https://techcommunity.microsoft.com/blog/microsoftthreatprotectionblog/what%e2%80%99s-new-in-defender-how-copilot-for-security-can-transform-your-soc/4084222) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Monitoring Microsoft Sentinel Reports with Dashboard Hub & Power BI](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/monitoring-microsoft-sentinel-reports-with-dashboard-hub--power-bi/4203870) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [learn.microsoft.com: Conditional Access architecture and personas](https://learn.microsoft.com/en-us/entra/identity/conditional-access/plan-conditional-access) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [build5nines.com: Read and Write Azure Blob Storage with Javascript](https://build5nines.com/read-and-write-azure-blob-storage-with-javascript) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure SQL Managed Instance pools: new features](https://techcommunity.microsoft.com/blog/azuresqlblog/azure-sql-managed-instance-pools-new-features/4044688) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Leveraging Azure Event Hub, Microsoft Fabric, and Power BI for Real-Time Data Analytics](https://techcommunity.microsoft.com/blog/educatordeveloperblog/leveraging-azure-event-hub-microsoft-fabric-and-power-bi-for-real-time-data-anal/4028701) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [blog.siliconvalve.com: Analysing git commit history using Azure Data Explorer](https://blog.siliconvalve.com/posts/2024/02/06/analysing-git-commit-history-using-azure-data-explorer) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Microsoft Fabric - Multi-Tenant Architecture](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/microsoft-fabric---multi-tenant-architecture/4119429) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [blog.cloudtrooper.net: Azure network monitoring with synthetic traffic](https://blog.cloudtrooper.net/2024/01/23/azure-network-monitoring-with-synthetic-traffic) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [build5nines.com: Azure CDN POP Locations: Interactive Map of Azure CDN Points of Presence](https://build5nines.com/azure-cdn-endpoint-interactive-map) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [allazureblog.wordpress.com: Azure Bastion vs UDR](https://allazureblog.wordpress.com/2024/01/18/azure-bastion-and-udrs) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [build5nines.com: Why do Azure Resource Groups have an Azure Region association?](https://build5nines.com/why-do-azure-resource-groups-have-an-azure-region-association) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [linkedin.com: The Ultimate Guide to Azure Cloud Adoption Framework Lifecycle](https://www.linkedin.com/pulse/ultimate-guide-azure-cloud-adoption-framework-gregor-wohlfarter-hb4sf) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [linkedin.com: CAF vs WAF: Which Framework to Use for Your Cloud Migration?](https://www.linkedin.com/pulse/caf-vs-waf-which-framework-use-your-cloud-migration-gregor-wohlfarter-hko0f) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: From Zero to Hero with Azure Landing Zones](https://techcommunity.microsoft.com/blog/startupsatmicrosoftblog/from-zero-to-hero-with-azure-landing-zones/4229195) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Get tailored insights with our Advisor Well-Architected assessments](https://techcommunity.microsoft.com/blog/finopsblog/get-tailored-insights-with-our-advisor-well-architected-assessments/4218239) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [infoworld.com: Getting started with Azure OpenAI](https://www.infoworld.com/article/2337918/getting-started-with-azure-openai.html) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: The AI Study Guide: Azure’s top free resources for learning generative AI in 2024](https://techcommunity.microsoft.com/blog/azure-ai-foundry-blog/the-ai-study-guide-azure%E2%80%99s-top-free-resources-for-learning-generative-ai-in-2024/4036890) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [hlokensgard.no: Azure Virtual Network Manager – A game changer or just a costly upgrade?](https://hlokensgard.no/2024/07/01/azure-virtual-network-manager-a-game-changer-or-just-a-costly-upgrade) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [dotnetcurry.com](https://www.dotnetcurry.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [marketplace.visualstudio.com: Learn Cloud 🌟](https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.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)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [github.com/admindroid-community/powershell-scripts: PowerShell Scripts for' Microsoft 365 Management, Reporting, and Auditing](https://github.com/admindroid-community/powershell-scripts) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [azure.github.io/enterprise-azure-policy-as-code: Enterprise Azure Policy as Code Overview](https://azure.github.io/enterprise-azure-policy-as-code) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [powershellgallery.com: Microsoft.PowerShell.Crescendo](https://www.powershellgallery.com/packages/Microsoft.PowerShell.Crescendo/1.1.0) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Announcing a new login experience with Azure PowerShell and Azure CLI](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-a-new-login-experience-with-azure-powershell-and-azure-cli/4109357) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure PowerShell Tips and Tricks](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/azure-powershell-tips-and-tricks/4066848) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [shudnow.io](https://www.shudnow.io) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [learn.microsoft.com: Discover misconfigurations in Infrastructure as Code (IaC)](https://learn.microsoft.com/en-us/azure/defender-for-cloud/iac-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Azure Traffic Manager](https://learn.microsoft.com/en-us/azure/traffic-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [learn.microsoft.com: What is Azure DNS Private Resolver?](https://learn.microsoft.com/en-us/azure/dns/dns-private-resolver-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Centralized private resolver architecture implementation using Azure private DNS resolver](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/centralized-private-resolver-architecture-implementation-using-azure-private-dns/4132622) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [learn.microsoft.com: Azure network security overview](https://learn.microsoft.com/en-us/azure/security/fundamentals/network-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [github.com/Azure-Samples/api-management-workspaces-migration: Azure API' Management workspaces migration tool](https://github.com/Azure-Samples/api-management-workspaces-migration) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [nedinthecloud.com: Using azure container instances for an azure dev ops self hosted agent](https://nedinthecloud.com/2024/04/15/using-azure-container-instances-for-an-azure-devops-self-hosted-agent) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Project InnerEye – Democratizing Medical Imaging AI](https://www.microsoft.com/en-us/research/project/medical-image-analysis) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [harness.io: Pipeline Patterns for CI/CD Pipelines 🌟](https://www.harness.io/blog/deployment-pipeline-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2024)** [harness.io: Kubernetes CI/CD Best Practices](https://www.harness.io/blog/kubernetes-ci-cd-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2024)** [trek10.com: Enterprise CI/CD on AWS: a pragmatic approach](https://caylent.com/blog/pragmatic-enterprise-cicd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2024)** [youtube: Kubernetes Deployment Strategies | DevOps FAQ | DevOps DevOps Interview Q&A](https://www.youtube.com/watch?v=aU-EtdEOdlM) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2024)** [CI Checks Are Not Enough: Combat Configuration Drift in Kubernetes Resources](https://thenewstack.io/ci-checks-are-not-enough-combat-configuration-drift-in-kubernetes-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2024)** [GitBook Webinar: GitBook for Public Docs](https://www.youtube.com/watch?si=dWSDPD4eXvF3dx5r&v=gnYU0jtQbug&feature=youtu.be) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [Grafana](https://nubenetes.com/grafana/) [COMMUNITY-TOOL] [GO/TYPESCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [sentry.io](https://sentry.io/welcome) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [Elastic APM](https://www.elastic.co/observability/application-performance-monitoring) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [Elastic APM Server](https://www.elastic.co/docs/solutions/observability/apm) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [dynatrace.com: openshift monitoring](https://www.dynatrace.com/hub/detail/red-hat-openshift) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [lambdatest.com: 21 Of The Best Jenkins Alternatives For Developers](https://www.testmuai.com/blog/best-jenkins-alternatives) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(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) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(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)*
-  - **(2024)** [GigaOm's Radar for Enterprise CI/CD 🌟](https://jfrog.com/pipelines) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [waypointproject.io](https://developer.hashicorp.com/waypoint) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [Securing Kubernetes With Anchore](https://anchore.com/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [Anchore: Secure Container Based CI/CD Workflows](https://anchore.com/cicd) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [Configure Microsoft Entra for Increased Security](https://learn.microsoft.com/en-us/entra/fundamentals/configure-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [cloud.google.com: OWASP Top 10 mitigation options on Google Cloud 🌟](https://docs.cloud.google.com/architecture/security/owasp-top-ten-mitigation) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [Validating Kubernetes YAML for best practice and policies 🌟](https://learnkube.com/validating-kubernetes-yaml) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [ketch](https://theketch.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [yamline.com](https://yamline.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [json-schema.org: Understanding JSON Schema 🌟](https://json-schema.org/understanding-json-schema/reference) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [AWS Load Balancer Controller 🌟](https://kubernetes-sigs.github.io/aws-load-balancer-controller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Amazon EKS Best Practices Guide for Security 🌟](https://aws.github.io/aws-eks-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [aws.amazon.com: Amazon EKS announces native support for autoscaling CoreDNS Pods](https://aws.amazon.com/about-aws/whats-new/2024/05/amazon-eks-native-support-autoscaling-coredns-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Azure Updates AKS 🌟](https://azure.microsoft.com/en-us/updates/?query=AKS) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [learn.microsoft.com: Deploy AKS and API Management with mTLS](https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with a multitenant Azure Kubernetes Service](https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [techcommunity.microsoft.com: A Practical Guide to Zone Redundant AKS Clusters and Storage](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/a-practical-guide-to-zone-redundant-aks-clusters-and-storage/4036254) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [learn.microsoft.com: AKS landing zone accelerator](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [piotrminkowski.com: Getting Started with Azure Kubernetes Service 🌟](https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [learn.microsoft.com: Monitor Azure Kubernetes Service (AKS) control plane metrics (preview)](https://learn.microsoft.com/en-us/azure/aks/monitor-aks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [techcommunity.microsoft.com: Running GPU accelerated workloads with NVIDIA GPU Operator on AKS 🌟](https://techcommunity.microsoft.com/blog/azurehighperformancecomputingblog/running-gpu-accelerated-workloads-with-nvidia-gpu-operator-on-aks/4061318) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [dinantpaardenkooper.nl: Azure Day with Kubernetes](https://dinantpaardenkooper.nl/posts/aks-2024-03-18) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Fetches all Primitive and Predefined GCP IAM Roles](https://github.com/darkbitio/gcp-iam-role-permissions) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Setting up NodeLocal DNSCache](https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Kubernetes Cloud DNS](https://docs.cloud.google.com/kubernetes-engine/docs/how-to/cloud-dns) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture' 🌟](https://github.com/stephaneey/azure-and-k8s-architecture) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [RKE2 Standalone Disaster Recovery Guide](https://support.tools/post/rke2-standalone-disaster-recovery) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./rancher.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)** [CPU Limits in Kubernetes: Deep Dive into Pod Throttling and Kernel Interactions](https://www.linkedin.com/pulse/cpu-limits-kubernetes-why-your-pod-idle-still-deep-dive-lazarev-k3m7f) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2024)** [netboxlabs.com: An In-Depth Guide to NetBox for IPAM](https://netboxlabs.com/blog/netbox-ipam) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2024)** [alexandrehtrb.github.io: HTTP/2 and HTTP/3 explained](https://alexandrehtrb.github.io/posts/2024/03/http2-and-http3-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2024)** [devopscube.com: How to Build Docker Image : Comprehensive Beginners Guide](https://devopscube.com/build-docker-image) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [sysdig.com: Top 20 Dockerfile best practices 🌟](https://www.sysdig.com/learn-cloud-native/dockerfile-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [docs.docker.com: docker buildx imagetools](https://docs.docker.com/reference/cli/docker/buildx/imagetools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [docs.netapp.com: Work with docker volumes - Astra Trident 🌟](https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [containerjournal.com: What’s the Difference Between Docker and Kubernetes?](https://cloudnativenow.com/features/whats-the-difference-between-docker-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [snyk.io: 10 Docker Security Best Practices 🌟](https://snyk.io/blog/10-docker-image-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [Docker Swarm](https://nubenetes.com/kubernetes-alternatives/#docker-swarm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [testcontainers 🌟](https://github.com/testcontainers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2024)** [How to be a professional (un)wrapper #vscode #programmingtools #coding](https://www.youtube.com/shorts/yuzKp_KsGIk?si=ooaqRJzW2cmf6Z2M) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2024)** [New VS Code Release Highlights v1.86](https://www.youtube.com/shorts/bVlIo4H0IDU) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2024)** [techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure as Code (powershell, terraform, etc)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2024)** [Fleet](https://www.jetbrains.com/fleet) [COMMUNITY-TOOL] [KOTLIN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2024)** [realpython.com: Python Machine Learning Tutorials 🌟🌟](https://realpython.com/tutorials/machine-learning) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [pypi.org/project/latexify-py](https://pypi.org/project/latexify-py) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [Think Python](https://allendowney.github.io/ThinkPython) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [gettopical.com: Get Django Latest News](https://gettopical.com/djangoframework) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2024)** [ibm.com: CIS Benchmarks](https://www.ibm.com/topics) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [isic-archive.com](https://www.isic-archive.com) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [huggingface.co: Implementing Fractional GPUs in Kubernetes with Aliyun Scheduler](https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [Nix](https://nix.dev/manual/nix/2.28) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [kubedb.com](https://kubedb.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [Moco](https://cybozu-go.github.io/moco) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [VictoriaMetrics](https://victoriametrics.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [Percona.com: Percona Kubernetes Operator for Percona XtraDB Cluster](https://docs.percona.com/percona-operator-for-mysql/pxc/index.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [RedisLabs/redis-enterprise-k8s-docs: Deploying Redis Enterprise on Kubernetes](https://github.com/RedisLabs/redis-enterprise-k8s-docs) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [victoriametrics.com: Q2 2024 Round Up: VictoriaMetrics & VictoriaLogs Updates](https://victoriametrics.com/blog/q2-2024-round-up-victoriametrics-and-victorialogs-updates/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [dynatrace.com: What are microservices? All you need to know](https://www.dynatrace.com/knowledge-base/microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [paulbutler.org: The hater’s guide to Kubernetes](https://paulbutler.org/2024/the-haters-guide-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [thestack.technology: VMware is killing off 56 products amid "tectonic" infrastructure shift](https://www.thestack.technology/vmware-is-killing-off-56-products-including-vsphere-hypervisor-and-nsx) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [virtualizationhowto.com: VMware by Broadcom Lesson: Don’t base your career on a product](https://www.virtualizationhowto.com/2024/02/vmware-by-broadcom-lesson-dont-base-your-career-on-a-product) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [The Raft Consensus Algorithm 🌟](https://raft.github.io) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2024)** [imperva.com: CDN Caching](https://www.imperva.com/learn/performance/cdn-caching) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2024)** [Prometheus](https://nubenetes.com/prometheus/#aws-managed-services-for-prometheus-and-grafana) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [fosstechnix.com: Install Prometheus and Grafana on Ubuntu 24.04 LTS 🌟](https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Prometheus TSDB**](https://prometheus.io/docs/prometheus/latest/storage) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Cortex**:](https://cortexmetrics.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Thanos**:](https://thanos.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.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)*
-  - **(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)** [Monitor your Azure cloud estate - Cloud Adoption Framework](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/manage/monitor) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2024)** [AWS Organizations: The Key to Managing Your Cloud Infrastructure Effectively](https://awsfundamentals.com/blog/aws-organizations-the-key-to-managing-your-cloud-infrastructure-effectively) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2024)** [github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on' AWS boto3 for manage ec2 and s3 buckets](https://github.com/Levi-Michael/boto3-ec2-s3-management) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.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-tools-scripts.md)*
-  - **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [vice.com: Thousands of Software Engineers Say the Job Market Is Getting Much Worse](https://www.vice.com/en/article/thousands-of-software-engineers-say-the-job-market-is-getting-much-worse) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2024)** [clickittech.com: Microservices vs Monolith 🌟](https://www.clickittech.com/devops/microservices-vs-monolith) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2024)** [iximiuz.com: How To Develop Kubernetes CLIs Like a Pro](https://iximiuz.com/en/posts/kubernetes-api-go-cli) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2024)** [Pulumi Cloud Providers](https://www.pulumi.com/registry/packages) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2024)** [aws.amazon.com/about-aws: Application Load Balancer enables configuring HTTP client keepalive duration](https://aws.amazon.com/about-aws/whats-new/2024/03/application-load-balancer-http-keepalive-duration) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2024)** [AWS WAF enhances rate-based rules to support lower rate limits](https://aws.amazon.com/about-aws/whats-new/2024/08/aws-waf-rate-based-rules-lower-rate-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2024)** [sst.dev: Moving away from CDK: CDK doesn’t create the infrastructure you define](https://sst.dev/blog/moving-away-from-cdk) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2024)** [you can use Python with AWS Lambda](https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2024)** [How do I stop and start EC2 instances at regular intervals using AWS Lambda? (Video)](https://repost.aws/knowledge-center/start-stop-lambda-eventbridge) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2024)** [AWS Step Functions](https://aws.amazon.com/step-functions) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2024)** [TecnologΓ­as de Heap-Offloading son EHcache, Memcached, Jillegal library, etc.](https://ehcache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2024)** [Byteman](https://byteman.jboss.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2024)** [piotrminkowski.com: Java Flight Recorder on Kubernetes](https://piotrminkowski.com/2024/02/13/java-flight-recorder-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2024)** [docs.aws.amazon.com: AWS Security Reference Architecture (AWS SRA) 🌟](https://docs.aws.amazon.com/prescriptive-guidance/latest/security-reference-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [docs.aws.amazon.com: Application security](https://docs.aws.amazon.com/wellarchitected/latest/security-pillar/application-security.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [Avoiding Mistakes with AWS OIDC Integration Conditions](https://www.wiz.io/blog/avoiding-mistakes-with-aws-oidc-integration-conditions) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [Kubernetes.io: Container runtimes](https://kubernetes.io/docs/setup/production-environment/container-runtimes) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2024)** [komodor.com](https://komodor.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2024)** [kubetools.io: Kubeshark – API Traffic Analyzer for Kubernetes](https://kubetools.io/mastering-kubernetes-debugging-and-troubleshooting-with-kubeshark-real-time-visibility-query-language-service-map-and-integrations) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2024)** [kinvolk.io](https://kinvolk.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2024)** [AWS Architecture Icons](https://aws.amazon.com/architecture/icons) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [Azure Architecture Icons](https://learn.microsoft.com/en-us/azure/architecture/icons) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [Google Cloud Architecture Icons](https://cloud.google.com/icons) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [infviz.io](https://infviz.io) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [AWS Perspective 🌟](https://docs.aws.amazon.com/solutions/workload-discovery-on-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2024)** [geeksforgeeks.org: 7 Most In-Demand and High Paying Programming Jobs](https://www.geeksforgeeks.org/blogs/7-most-in-demand-and-high-paying-programming-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2024)** [Amazon ECS-optimized AMI](https://docs.aws.amazon.com/AmazonECS/latest/developerguide/ecs-optimized_AMI.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - **(2024)** [Amazon EC2 Container Registry Documentation](https://aws.amazon.com/es/documentation/ecr) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - **(2024)** [Calico in EKS](https://docs.aws.amazon.com/eks/latest/userguide/cni-network-policy.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [OpenID Connect](https://openid.net) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [paralus.io 🌟](https://www.paralus.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)*
-  - **(2024)** [armosec.io: Kubernetes Security Best Practices: Definitive Guide](https://www.armosec.io/blog/kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [kubernetes.io: Authenticating](https://kubernetes.io/docs/reference/access-authn-authz/authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [kubernetes.io: Access Clusters Using the Kubernetes API](https://kubernetes.io/docs/tasks/administer-cluster/access-cluster-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [kubernetes.io: Accesing Clusters](https://kubernetes.io/docs/tasks/access-application-cluster/access-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [Security Group Rules EKS](https://docs.aws.amazon.com/eks/latest/userguide/sec-group-reqs.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [EC2 ENI and IP Limit](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/using-eni.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [Red Hat Developer: Istio Service Mesh](https://developers.redhat.com/topics/service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2024)** [istiobyexample.dev 🌟](https://istiobyexample.dev) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2024)** [learnk8s.io: Architecting Kubernetes clusters β€” choosing the best autoscaling strategy 🌟](https://learnkube.com/kubernetes-autoscaling-strategies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [cloud.ibm.com: Tutorial - Scalable webapp 🌟](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable-webapp-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [the-gigi.github.io: Advanced Kubernetes Scheduling and Autoscaling](https://the-gigi.github.io/gigi-zone/posts/2024/05/advanced-k8s-scheduling-and-autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Amazon Web Services: EKS Cluster Autoscaler](https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Azure: AKS Cluster Autoscaler](https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Google Cloud Platform: GKE Cluster Autoscaler](https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [keda.sh: Kubernetes Event-driven Autoscaling. Application autoscaling made simple.](https://keda.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [glasskube.dev 🌟](https://glasskube.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [Flagger](https://flagger.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [kube.academy/pro 🌟](https://kube.academy/pro) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2024)** [jhipster](https://www.jhipster.tech) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2024)** [Fugue: Container and Kubernetes. Runtime infrastructure security](https://snyk.io/product/container-vulnerability-management) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - **(2024)** [liquibase.org: Liquibase vs. Flyway](https://www.liquibase.com/liquibase-vs-flyway) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - **(2024)** [dotnet.microsoft.com: What is Xamarin?](https://dotnet.microsoft.com/en-us/apps/xamarin) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./xamarin.md)*
-  - **(2024)** [calculadora.malt.es](https://calculadora.malt.es) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [declarando.es](https://declarando.es) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [Acento: Cooperativa de freelance](https://acentocoop.es) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [upper 🌟](https://upper.co) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [yeeply 🌟](https://yeeply.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [toptal](https://www.toptal.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [guru](https://www.guru.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [truelancer](https://www.truelancer.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [peopleperhour](https://www.peopleperhour.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [codementor](https://www.codementor.io) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2024)** [Amazon ECS and AWS Fargate now integrate with Amazon EBS](https://aws.amazon.com/about-aws/whats-new/2024/01/amazon-ecs-fargate-integrate-ebs) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2024)** [Amazon Managed Service for Grafana](https://aws.amazon.com/grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2024)** [App Platform](https://docs.digitalocean.com/products/app-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2024)** [App Platform - Digital Ocean PaaS](https://try.digitalocean.com/app-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2024)** [explore.skillbuilder.aws: AWS Skill Builder - IntroducciΓ³n a AWS Data Pipeline (EspaΓ±ol LatinoamΓ©rica) | AWS Technical Essentials (Spanish from Latin America) - Free](https://skillbuilder.aws/search?searchText=aws-technical-essential-spanish-from-latin-america&showRedirectNotFoundBanner=true) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./aws-training.md)*
-  - **(2024)** [explore.skillbuilder.aws: AWS Security Fundamentals (free)](https://skillbuilder.aws/search?searchText=aws-security-fundamentals-second-edition&showRedirectNotFoundBanner=true) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-training.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)*
-  - **(2024)** [jsontoolbox.com](https://jsontoolbox.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2024)** [Paradigm framework](https://www.paradigm.net.co) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2024)** [Manage Kubernetes (K8s) objects](https://docs.ansible.com/collections.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubectl-commands.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)** [The 12-Factor App: An Updated Guide](https://newsletter.francofernando.com/p/the-12-factor-app-an-updated-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [salesforceben.com: 5 DevOps Concepts You Need to Know](https://www.salesforceben.com/5-devops-concepts-you-need-to-know) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [infoq.com: Dark Side of DevOps - the Price of Shifting Left and Ways to Make it Affordable](https://www.infoq.com/articles/devops-shifting-left) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [thenewstack.io: Automation Is No Silver Bullet: 3 Keys for Scaling Success](https://thenewstack.io/automation-is-no-silver-bullet-3-keys-for-scaling-success) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [devops.com: Why MTTR is a Vital Metric for DevOps Teams](https://devops.com/why-mttr-is-a-vital-metric-for-devops-teams) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [devops.com: Home Β» Blogs Β» A DevOps Reset for a Multi-Cloud World](https://devops.com/a-devops-reset-for-a-multi-cloud-world) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.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)** [dev.to/aws-builders: How to get started with DevOps? What skills should we start with?](https://dev.to/aws-builders/how-to-get-started-with-devops-what-skills-should-we-start-with-5efp) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [microsoft.com: DevOps threat matrix](https://www.microsoft.com/en-us/security/blog/2023/04/06/devops-threat-matrix) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [devops.com: The Rise of NetDevOps and CI/CD Pipeline Solutions](https://devops.com/the-rise-of-netdevops-and-ci-cd-pipeline-solutions) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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€” *Go to [Section](./devops.md)*
-  - **(2023)** [honeycomb.io: The Future of Ops Is Platform Engineering 🌟](https://www.honeycomb.io/blog/future-ops-platform-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [thenewstack.io: How Is Platform Engineering Different from DevOps and SRE?](https://thenewstack.io/how-is-platform-engineering-different-from-devops-and-sre) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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€” *Go to [Section](./devops.md)*
-  - **(2023)** [thenewstack.io: Architecture and Design Considerations for Platform Engineering Teams](https://thenewstack.io/platform-engineering/architecture-and-design-considerations-for-platform-engineering-teams) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [dev.to/thenjdevopsguy: Platform Engineering On Kubernetes Part 4: Internal Developer Platforms](https://dev.to/thenjdevopsguy/platform-engineering-on-kubernetes-part-4-internal-developer-platforms-1kmh) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [dev.to/thenjdevopsguy: Create and Understand Your Platform Engineering Environment](https://dev.to/thenjdevopsguy/creating-your-platform-engineering-environment-4hpa) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [infoworld.com: Why platform engineering?](https://www.infoworld.com/article/2338392/why-platform-engineering.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [dev.to: Platform Engineering and Internal Developer Platform (IDP)](https://dev.to/aws-builders/platform-engineering-and-internal-developer-platform-3deb) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [dev.to/thenjdevopsguy: What Is Platform Engineering (And What Is It Not?)](https://dev.to/thenjdevopsguy/what-is-platform-engineering-and-what-is-it-not-2jb8) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [thenewstack.io: The 6 Pillars of Platform Engineering: Part 1 β€” Security](https://thenewstack.io/the-6-pillars-of-platform-engineering-part-1-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [humanitec.com: How to design your repository structures to nail platform engineering](https://humanitec.com/blog/how-to-design-your-repository-structures-to-nail-platform-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [infoq.com: Platform Engineering – Making Other Teams 10x Better](https://www.infoq.com/podcasts/platform-engineering-teams-10x-better) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [syntasso.io: Platform Engineering: Orchestrating Applications, Platforms, and Infrastructure](https://www.syntasso.io/post/platform-engineering-orchestrating-applications-platforms-and-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [thenewstack.io: 5 Lessons For Building a Platform as a Product](https://thenewstack.io/5-lessons-for-building-a-platform-as-a-product) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [humanitec.com: Why every Internal Developer Platform needs a backend](https://humanitec.com/blog/why-every-internal-developer-platform-needs-a-backend) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [devops.com: he Real Pipeline](https://devops.com/the-real-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [youtube playlist: DevOps - SonarQube, Artifactory, JFrog, Jenkins, Maven, etc 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-akoYTAboxT1AbHlPmrvRYYZ) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [techworld-with-nana.com: DevOps Roadmap 🌟](https://www.techworld-with-nana.com/devops-roadmap) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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€” *Go to [Section](./devops.md)*
-  - **(2023)** [lambdatest.com: How To Create Jenkins Multibranch Pipeline 🌟](https://www.testmuai.com/blog/how-to-create-jenkins-multibranch-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [cloud quick POCs](https://www.youtube.com/channel/UCv9MUffHWyo2GgLIDLVu0KQ) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [Red Hat Tutorials & Examples: github.com/redhat-developer-demos 🌟](https://github.com/redhat-developer-demos) [COMMUNITY-TOOL] [JAVA / GO / NODE.JS CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [piomin/sample-spring-microservices-new: Microservices with Spring Cloud' Advanced Demo Project](https://github.com/piomin/sample-spring-microservices-new) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [piotrminkowski.com: Introduction to gRPC with Quarkus](https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD](https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [Move2Kube](https://move2kube.konveyor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [github.com/openshift-labs 🌟](https://github.com/openshift-labs) [COMMUNITY-TOOL] [GO / YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [davidsr.me: Deploy Azure WAF with Terraform and Azure DevOps](https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [blog.awsfundamentals.com: Using S3 with Terraform](https://awsfundamentals.com/blog/using-s3-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.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)*
-  - **(2023)** [ref 5 arey/springboot-petclinic](https://hub.docker.com/r/arey/springboot-petclinic) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [freecodecamp.org: How to Deploy a React App to Production Using Docker and NGINX with API Proxies](https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [docs.microsoft.com: Build and deploy applications to Azure by using GitHub Actions 🌟](https://learn.microsoft.com/en-us/training/modules/github-actions-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions](https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.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)** [freecodecamp.org: Deep Learning Fundamentals Handbook – What You Need to Know to Start Your Career in AI](https://www.freecodecamp.org/news/deep-learning-fundamentals-handbook-start-a-career-in-ai) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [aman.ai/primers/ai: Distilled AI](https://aman.ai/primers/ai) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models](https://aman.ai/primers/ai/LLM) [COMMUNITY-TOOL] 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)** [aman.ai: Transformers](https://aman.ai/primers/ai/transformers) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [aman.ai: Primers β€’ Bidirectional Encoder Representations from Transformers (BERT)](https://aman.ai/primers/ai/bert) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [aman.ai: Primers β€’ Generative Pre-trained Transformer (GPT)](https://aman.ai/primers/ai/gpt) [COMMUNITY-TOOL] 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)** [k8sgpt.ai](https://k8sgpt.ai) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC](https://aws.amazon.com/blogs/aws/ide-extension-for-aws-application-composer-enhances-visual-modern-applications-development-with-ai-generated-iac) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [Quiz Grader](https://github.com/ned1313/quiz-grader) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [infoworld.com: 5 best practices for securing CI/CD pipelines](https://www.infoworld.com/article/2336728/5-best-practices-for-securing-cicd-pipelines.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [apmdigest.com: What Can AIOps Do For IT Ops? - Part 1](https://www.apmdigest.com/aiops-itops-1) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [thenewstack.io: The Urgency Driving AIOps into Your Enterprise](https://thenewstack.io/the-urgency-driving-aiops-into-your-enterprise) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [thenewstack.io: Intelligent Automation: What’s the Missing Piece of AIOps?](https://thenewstack.io/intelligent-automation-whats-the-missing-piece-of-aiops) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [infoq.com: AIOps: Site Reliability Engineering at Scale](https://www.infoq.com/articles/aiops-reliability-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [learnk8s.io: Kubernetes production best practices](https://learnkube.com/production-best-practices) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Kubernetes Installation Methods The Complete Guide](https://itnext.io/kubernetes-installation-methods-the-complete-guide-1036c860a2b3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: Optimizing Kubernetes for Peak Traffic and Avoiding Setbacks](https://thenewstack.io/optimizing-kubernetes-for-peak-traffic-and-avoiding-setbacks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [loft.sh: Kubernetes Cost Savings By Reducing The Number Of Clusters](https://website.vcluster.com/blog/a-complete-guide-to-kubernetes-cost-optimization) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [dev.to/fermyon: Scaling Sidecars to Zero in Kubernetes](https://dev.to/fermyon/scaling-sidecars-to-zero-in-kubernetes-2m23) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [spacelift.io: What Is Kubernetes Architecture? – Components Overview](https://spacelift.io/blog/kubernetes-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [okteto.com: What is Kubernetes Architecture?](https://www.okteto.com/blog/kubernetes-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [aws.amazon.com: Kubernetes as a platform vs. Kubernetes as an API 🌟🌟](https://aws.amazon.com/blogs/containers/kubernetes-as-a-platform-vs-kubernetes-as-an-api-2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [techtarget.com: How many Kubernetes nodes should be in a cluster? 🌟🌟🌟](https://www.techtarget.com/searchitoperations/answer/How-many-Kubernetes-nodes-should-be-in-a-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com: Kubeconfig File Explained With Practical Examples 🌟](https://devopscube.com/kubernetes-kubeconfig-file) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [argonaut.dev: Choosing an Optimal Kubernetes Worker Node Size 🌟](https://www.warpbuild.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: Does Kubernetes Really Perform Better on Bare Metal vs. VMs? 🌟](https://thenewstack.io/does-kubernetes-really-perform-better-on-bare-metal-vs-vms) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: Don’t Pause Your Kubernetes Adoption ― PaaS It Instead!](https://thenewstack.io/dont-pause-your-kubernetes-adoption-paas-it-instead) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: A Platform for Kubernetes](https://thenewstack.io/a-platform-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [loft.sh: 10 Essentials For Kubernetes Multi-Tenancy](https://website.vcluster.com/blog/kubernetes-multi-tenancy-10-essential-considerations) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [iximiuz.ck.page: Ivan on Containers, Kubernetes, and Backend Development](https://iximiuz.kit.com/posts/ivan-on-containers-kubernetes-and-backend-development-12) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [dev.to: Build my own Kubernetes journey (10 Part Series) | Jonatan Ezron](https://dev.to/jonatan5524/build-my-own-kubernetes-journey-1a3j) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [Kubernetes README: kubernetesreadme.com](https://kubernetesreadme.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [dev-k8sref-io.web.app](https://dev-k8sref-io.web.app) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [geeksforgeeks.org: Kubernetes – Concept of Containers](https://www.geeksforgeeks.org/cloud-computing/kubernetes-concept-of-containers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [dev.to/leandronsp: Kubernetes 101, part I, the fundamentals](https://dev.to/leandronsp/kubernetes-101-part-i-the-fundamentals-23a1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com: Kubernetes Daemonset: A Comprehensive Guide](https://devopscube.com/kubernetes-daemonset) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [semaphoreci.com: Understanding ReplicaSet vs. StatefulSet vs. DaemonSet vs. Deployments](https://semaphore.io/blog/replicaset-statefulset-daemonset-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [dev.to: Why Developers Should Learn Docker and Kubernetes in 2023 🌟](https://dev.to/javinpaul/why-developers-should-learn-docker-and-kubernetes-in-2023-4hof) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: Why Kubernetes Has Emerged as the β€˜OS’ of the Cloud](https://thenewstack.io/why-kubernetes-has-emerged-as-the-os-of-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [freecodecamp.org: How to Deploy an Application to a Kubernetes Cluster](https://www.freecodecamp.org/news/deploy-docker-image-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io: configure-pod-container / Use a User Namespace With a Pod](https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [opensource.com/tags/kubernetes](https://opensource.com/tags/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes-on-aws.readthedocs.io](https://kubernetes-on-aws.readthedocs.io/en/latest) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io: Operating etcd clusters for Kubernetes](https://kubernetes.io/docs/tasks/administer-cluster/configure-upgrade-etcd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [learnsteps.com/tag/basics-on-kubernetes](https://www.learnsteps.com/tag/basics-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Successful & Short Kubernetes Stories For DevOps Architects](https://itnext.io/successful-short-kubernetes-stories-for-devops-architects-677f8bfed803) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [platform9.com: Kubernetes CI/CD Pipelines at Scale](https://platform9.com/blog/kubernetes-ci-cd-pipelines-at-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [silverliningsinfo.com: KubeCon: Five biggest trends from the Kubernetes love fest in Amsterdam](https://www.fierce-network.com/multi-cloud/cloud-9-lunch-ladies-news-wrap-live-cloud-executive-summit) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [labs.iximiuz.com: How to work with container images using ctr](https://labs.iximiuz.com/courses/containerd-cli/ctr/image-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [packetpushers.net: KU046: Do Kubernetes Certs Prepare You For Real-World Production?](https://packetpushers.net/podcasts/kubernetes-unpacked/ku046-do-kubernetes-certs-prepare-you-for-real-world-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com: Kubernetes Pod Priority, PriorityClass, and Preemption Explained 🌟](https://devopscube.com/pod-priorityclass-preemption) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io: Protect Your Mission-Critical Pods From Eviction With PriorityClass](https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclass) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Kubernetes Scheduler Deep Dive | Daniele Polencic](https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com/kubernetes-pod](https://devopscube.com/kubernetes-pod) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Labels & Annotations in Kubernetes | Daniele Polencic](https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Kubernetes rolling updates, rollbacks and multi-environments](https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4ff9912df5) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment: Update, Rollback, Scale & Delete](https://k21academy.com/kubernetes/kubernetes-deployment) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [mirantis.com: Introduction to YAML: Creating a Kubernetes deployment](https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deployment) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [home.robusta.dev: You can't have both high utilization and high reliability 🌟](https://home.robusta.dev/blog/kubernetes-utilization-vs-reliability) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io Policy Limit Ranges](https://kubernetes.io/docs/concepts/policy/limit-range) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [home.robusta.dev: For the Love of God, Stop Using CPU Limits on Kubernetes (Updated)](https://home.robusta.dev/blog/stop-using-cpu-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [komodor.com: Kubernetes CPU Limits and Throttling](https://komodor.com/learn/kubernetes-cpu-limits-throttling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [home.robusta.dev: When is a CPU not a CPU? Benchmark of Kubernetes Providers and Node Efficiency 🌟🌟](https://home.robusta.dev/blog/k8s-node-benchmark) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [piotrminkowski.com: Resize CPU Limit To Speed Up Java Startup on Kubernetes](https://piotrminkowski.com/2023/08/22/resize-cpu-limit-to-speed-up-java-startup-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [towardsdatascience.com: Maximizing the Utility of Scarce AI Resources: A Kubernetes Approach](https://towardsdatascience.com/maximizing-the-utility-of-scarce-ai-resources-a-kubernetes-approach-0230ba53965b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [infoworld.com: Sysdig’s new Cost Advisor aims to cut Kubernetes costs](https://www.infoworld.com/article/2337192/sysdigs-new-cost-advisor-aims-to-cut-kubernetes-costs.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [learnk8s.io: Architecting Kubernetes clusters β€” how many should you have?](https://learnkube.com/how-many-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [learnk8s.io: Architecting Kubernetes clusters β€” choosing a worker node size](https://learnkube.com/kubernetes-node-size) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [Templating YAML in Kubernetes with real code](https://learnkube.com/templating-yaml-with-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [What is the best way to generate a visual diagram of the AWS environment which includes VPC, VPN, EC2, and AMIs?](https://www.pluralsight.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thenewstack.io: IaC Cloud Misconfiguration Tools too Noisy without Context](https://thenewstack.io/iac-cloud-misconfiguration-tools-too-noisy-without-context) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [freecodecamp.org: Infrastructure as Code - Full Course 🌟🌟](https://www.freecodecamp.org/news/what-is-infrastructure-as-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [devopscube.com: Immutable Infrastructure Explained For Beginners](https://devopscube.com/immutable-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [spacelift.io: Why Generic CI/CD Tools Will Not Deliver Successful IaC](https://spacelift.io/blog/infrastructure-as-code-with-generic-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [matt-rickard.com: Infrastructure as Code Will be Written by AI](https://mattrickard.com/infrastructure-as-code-will-be-written-by-ai) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [build5nines.com: Benefits of Convention over Configuration for IaC Deployment Projects](https://build5nines.com/benefits-of-convention-over-configuration-for-iac-deployment-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [thenewstack.io: Local Environment-as-Code: Is It Possible Yet?](https://thenewstack.io/local-environment-as-code-is-it-possible-yet) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [clickittech.com: Infrastructure as Code Tools, what are the best IaC tools? 🌟](https://www.clickittech.com/devops/infrastructure-as-code-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [intellipaat.com: Terraform vs Ansible: Key Differences Between Terraform and Ansible 🌟](https://intellipaat.com/blog/terraform-vs-ansible-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [clickittech.com: Terraform vs CloudFormation: The Final battle 🌟](https://www.clickittech.com/devops/terraform-vs-cloudformation) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [k21academy.com: Terraform vs Ansible: Working, Difference, Provisioning 🌟](https://k21academy.com/devops/terraform-vs-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [spacelift.io: Terraform vs. Ansible : Key Differences and Comparison of Tools](https://spacelift.io/blog/ansible-vs-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [env0.com: Ansible vs Terraform: Choose One or Use Both?](https://www.env0.com/blog/ansible-vs-terraform-when-to-choose-one-or-use-them-together) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [awstrainingwithjagan.com: Comprehensive Comparison of Top Infrastructure as Code (IaC) Tools](https://awstrainingwithjagan.com/infrastructure-as-code-tool-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [thenewstack.io: Achieve GitOps on Day One with IaC Automation](https://thenewstack.io/achieve-gitops-on-day-one-with-iac-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [Azure Cloud Adoption Framework: Platform Landing Zone Implementation Options](https://learn.microsoft.com/en-gb/azure/cloud-adoption-framework/ready/landing-zone/implementation-options) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./iac.md)*
-  - **(2023)** [build5nines.com: Terraform: How to for_each through a list(objects)](https://build5nines.com/terraform-how-to-for_each-through-a-listobjects) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR Blocks, and Subnets](https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: How are Data Sources used?](https://build5nines.com/terraform-how-are-data-sources-used) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Conditional If Variable Does Not Exist (try function)](https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Output URL to Azure Portal for Azure Resources](https://build5nines.com/output-link-to-azure-resources-from-terraform-project) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Working with YAML in Terraform using the `yamldecode` and `yamlencode` Functions](https://build5nines.com/working-with-yaml-in-terraform-using-the-yamldecode-and-yamlencode-functions) [COMMUNITY-TOOL] [GUIDE] [HCL/YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/spacelift: Using Terraform YAML Functions](https://dev.to/spacelift/using-terraform-yaml-functions-3ade) [COMMUNITY-TOOL] [GUIDE] [HCL/YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Modules using Git Branch as Source](https://build5nines.com/terraform-modules-using-git-branch-as-source) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Split main.tf into seperate files](https://build5nines.com/terraform-split-main-tf-into-seperate-files) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [acloudguru.com: How to troubleshoot 5 common Terraform errors](https://www.pluralsight.com/resources/blog/cloud/how-to-troubleshoot-5-common-terraform-errors) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform State Management Explained](https://build5nines.com/terraform-state-management-explained) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube HashiCorp: Telemetry transformed: Terraforming Grafana for next-gen dashboards](https://www.youtube.com/watch?v=qGdGMnQ83SA) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [cloudquery.io: Announcing CloudQuery Terraform Drift Detection](https://www.cloudquery.io/blog/announcing-cloudquery-terraform-drift-detection) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.realkinetic.com: It’s Time to Retire Terraform](https://blog.realkinetic.com/its-time-to-retire-terraform-30545fd5f186) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [opencoreventures.com: HashiCorp switching to BSL shows a need for open charter companies](https://www.opencoreventures.com/blog/hashicorp-switching-to-bsl-shows-a-need-for-open-charter-companies) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/bhanufyi: Effective Terraform Variable Management in GitHub Actions](https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l) [COMMUNITY-TOOL] [GUIDE] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [thomasthornton.cloud: Ensuring Your Terraform is Correctly Formatted Using Terraform fmt and GitHub Actions](https://thomasthornton.cloud/ensuring-your-terraform-is-correctly-formatted-using-terraform-fmt-and-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learn.hashicorp.com: Automate Terraform with GitHub Actions](https://developer.hashicorp.com/terraform/tutorials/automation/github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [acloudguru.com: How to use GitHub Actions to automate Terraform](https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-automate-terraform) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube: AWS Backup Set Up Using Terraform cloud and GitHub Actions | Cloud Quick Labs](https://www.youtube.com/watch?v=4niy0_ZpQ1w&ab_channel=CloudQuickLabs) [COMMUNITY-TOOL] [GUIDE] [HCL/YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [thomasthornton.cloud: Deploy Terraform using GitHub Actions to Azure](https://thomasthornton.cloud/deploy-terraform-using-github-actions-into-azure) [COMMUNITY-TOOL] [GUIDE] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: GitHub Actions Automated Deployment](https://build5nines.com/terraform-github-actions-automated-deployment) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [thomasthornton.cloud: Displaying Terraform Plans in GitHub PRs with GitHub Actions](https://thomasthornton.cloud/displaying-terraform-plans-in-github-prs-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML/BASH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/spacelift: How to Manage Terraform with GitHub Actions](https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: Provisioning AWS Infrastructure using Terraform and Jenkins CI/CD](https://dev.to/aws-builders/provisioning-aws-infrastructure-using-terraform-and-jenkins-cicd-pgj) [COMMUNITY-TOOL] [GUIDE] [GROOVY/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/vijaykedar/jenkins-setup-using-terraform](https://github.com/vijaykedar/jenkins-setup-using-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/reneaudain/jenkins_tf_repo: Jenkins Server and S3 Artifact Storage' on AWS using Terraform](https://github.com/reneaudain/jenkins_tf_repo) [COMMUNITY-TOOL] [HCL 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)** [spacelift.io: Terraform Cloud – Overview, Key Features & Tutorial](https://spacelift.io/blog/what-is-terraform-cloud) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [pratapreddypilaka.blogspot.com: Azure FinOps using Terraform and Infracost - Finding the hourly or monthly cost before Azure DevOps Deployments](https://pratapreddypilaka.blogspot.com/2023/11/azure-finops-using-terraform-and.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [linkedin.com/pulse: How to Estimate Cloud Costs with Terraform (Azure, AWS, GCP, etc.) via Azure DevOps Pipelines](https://www.linkedin.com/pulse/how-estimate-cloud-costs-terraform-azure-aws-gcp-etc-via-kaan-turgut-msexc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform Best Practices for Writing Clean, Readable, and Maintainable Code](https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and-maintainable-code) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.coderco.io: Terraform Best Practices Series - Lessons from the Battlefield: Part 1](https://blog.coderco.io/p/terraform-best-practices-series-lessons) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Best Practices to Promote from DEV to PROD Environments with HashiCorp Terraform using Workspaces and Folders 🌟](https://build5nines.com/best-practices-to-promote-from-dev-to-prod-environments-with-hashicorp-terraform-using-workspaces-and-folders) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [globaldatanet.com: Terraform CI/CD Best Practices](https://globaldatanet.com/tech-blog/terraform-cicd-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [spacelift.io: 18 Most Useful Terraform Tools to Use in 2023](https://spacelift.io/blog/terraform-tools) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.gruntwork.io: Introducing: The Gruntwork Module, Service, and Architecture Catalogs](https://www.gruntwork.io/blog/introducing-the-gruntwork-module-service-and-architecture-catalogs) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [infoq.com: Patcher, a Tool to Keep Updating Infrastructure as a Code](https://www.infoq.com/news/2023/04/patcher-iac-upgrade) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [Terraform Feature Flags & Environment Toggle Design Patterns](https://build5nines.com/terraform-feature-flags-environment-toggle-design-patterns) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: Terraforming AWS RDS : Scaling Postgres](https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/chinmay13: AWS Networking with Terraform: VPC Transit Gateway between VPCs](https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-between-vpcs-1ne4) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/bennyfmo_237: Deploying Basic Infrastructure on AWS with Terraform](https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform-1k68) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [New – Self-Service Provisioning of Terraform Open-Source Configurations with AWS Service Catalog 🌟🌟🌟](https://aws.amazon.com/blogs/aws/new-self-service-provisioning-of-terraform-open-source-configurations-with-aws-service-catalog) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/terraform-eks 🌟](https://learnkube.com/terraform-eks) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/arpanadhikari: Reusable AWS iam role for service-accounts (IRSA for k8s ) terraform module](https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for-k8s-terraform-module-2og2) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/monarene: Dynamic Volume Provisioning in Kubernetes with AWS and Terraform](https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 1](https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-1-3hee) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 2](https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-2-58fd) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/aws-observability](https://github.com/aws-observability) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: Creating an EKS Cluster and Node Group with Terraform](https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [itnext.io: Build EKS cluster with Terraform 🌟](https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [platformwale.blog: Create Amazon EKS Cluster within its VPC using Terraform](https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: How to deploy a serverless website with Terraform](https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [numericaideas.com: Auto Scaling Group on AWS with Terraform](https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopscube.com: AWS Terraform Autoscaling Group With ALB Deployment Tutorial](https://devopscube.com/terraform-autoscaling-group) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive Guide](https://awsfundamentals.com/blog/aws-lambda-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: Deploying a Containerized App to ECS Fargate Using a Private ECR Repo & Terragrunt](https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/tokarev-artem/auto-ec2-setup](https://github.com/tokarev-artem/auto-ec2-setup) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/infrahouse/terraform-aws-ecs](https://github.com/infrahouse/terraform-aws-ecs) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/terraform-gke  🌟](https://learnkube.com/terraform-gke) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with Terraform 🌟](https://learnkube.com/terraform-lke) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techbeatly.com: 10 Free Courses to Learn Terraform](https://techbeatly.com/terraform-free-courses) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
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-  - **(2023)** [learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform](https://learnkube.com/kubernetes-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [thenewstack.io: A Better Way to Provision Kubernetes Using Terraform](https://thenewstack.io/a-better-way-to-provision-kubernetes-using-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: Navigating AWS EKS with Terraform: Understanding VPC Essentials for EKS Cluster Management](https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc-essentials-for-eks-cluster-management-51e3) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [trek10.com: Control Tower: Then vs Now](https://caylent.com/insights) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Get Started with Terraform on Azure](https://build5nines.com/get-started-with-terraform-on-microsoft-azure) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [cloudbuild.co.uk: Part 1: Terraform with Azure - How to install Terraform](https://cloudbuild.co.uk/how-to-install-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube: Using Azure Storage for Terraform State - Best Practices | Ned in the cloud](https://www.youtube.com/watch?v=iVyKvopGnrQ) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Import Existing Azure Resources into State (.tfstate)](https://build5nines.com/terraform-import-existing-azure-resources-into-state-tfstate) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.xmi.fr: Terraform vs Bicep: the differences you should really know 🌟](https://blog.xmi.fr/posts/terraform-vs-bicep) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [spacelift.io: Azure Terraform Export: Importing Resources with Aztfexport](https://spacelift.io/blog/azure-terraform-export) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [hlokensgard.no/knowledge-sharing: Miro Mind map over Azure Landing Zones element, Terraform modules, GitHub Code](https://hlokensgard.no/knowledge-sharing) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [azureviking.com: Terraform module: Azure DNS Private Resolver](https://azureviking.com/post/terraform-module-azure-dns-private-resolver) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloudtrooper.net: DRY Terraform code for Private Link and DNS](https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [azureviking.com: Terraform Module: azurerm-alz-subnet](https://azureviking.com/post/terraform-module-azurerm-alz-subnet) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: What is Azure Private Link and How to Deploy with Terraform](https://build5nines.com/what-is-azure-private-link-and-how-to-deploy-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloud63.fr: Landing Zone networking using Terraform](https://blog.cloud63.fr/landing-zone-networking-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Deploying Hub-and-Spoke Network Topology in Microsoft Azure using Terraform](https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Deploy Azure Function App with Consumption Plan](https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-plan) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [medium.com/@noelgass: Azure Common Monitoring With Terraform](https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techcommunity.microsoft.com: Simplifying Onboarding to Microsoft Defender for Cloud with Terraform](https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/simplifying-onboarding-to-microsoft-defender-for-cloud-with-terraform/3974789) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.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)*
-  - **(2023)** [build5nines.com: Terraform: Deploy Azure App Service with Key Vault Secret Integration](https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret-integration) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [adamtheautomator.com: How to Build Infrastructure with Terraform in Azure DevOps 🌟](https://adamtheautomator.com/terraform-azure-devops) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Deploy Terraform using Azure DevOps YAML Pipelines](https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [docs.aporeto.com: OpenShift Master API Protection](https://docs.prismacloud.io/en) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [developers.redhat.com: How to easily deploy OpenShift on Azure using a GUI, Part 1](https://developers.redhat.com/articles/2023/03/16/how-deploy-openshift-azure-gui-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [redhat.com: Red Hat OpenShift Service on AWS with hosted control planes now available](https://www.redhat.com/en/blog/red-hat-openshift-service-aws-hosted-control-planes-now-available) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [redhat-developer-demos.github.io/knative-tutorial](https://redhat-developer-demos.github.io/knative-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [Robin Storage Operator](https://operatorhub.io/operator/robin-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [Red Hat OpenShift Container Storage 4](https://www.redhat.com/en/technologies/cloud-computing/openshift-data-foundation) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [thenewstack.io: Log Management for Red Hat OpenShift](https://thenewstack.io/log-management-for-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [docs.projectcalico.org: Install an OpenShift 4 cluster with Calico](https://docs.tigera.io/calico/latest/getting-started/kubernetes/openshift/installation) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [cloud.ibm.com: openshift-security](https://cloud.ibm.com/docs/openshift?topic=openshift-security) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [youtube: Red Hat OpenShift AI overview](https://www.youtube.com/watch?v=Hc8emNr2igU) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2023)** [developers.redhat.com: MicroProfile Rest Client Cheat Sheet](https://developers.redhat.com/cheat-sheets/microprofile-rest-client) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [freecodecamp.org: How TypeScript Interfaces Work – Explained with Examples](https://www.freecodecamp.org/news/how-typescript-interfaces-work) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
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-  - **(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)** [blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers](https://blog.jromanmartin.io/cheat-sheets) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
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-  - **(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)** [seranking.com: The cheat sheet of 30+ Google Search operators](https://seranking.com/blog/practical-tips-google-search-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
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-  - **(2023)** [blog.linkody.com: The Ultimate Google Search Operators Cheatsheet 🌟](https://blog.linkody.com/guides/google-search-operators-cheatsheet) [COMMUNITY-TOOL] 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)** [Kubernetes Glossary 🌟](https://www.bluematador.com/learn/kubernetes-glossary) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [thenewstack.io: K8s Resource Management: An Autoscaling Cheat Sheet 🌟](https://thenewstack.io/k8s-resource-management-an-autoscaling-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: Selenium Cheat Sheet](https://dev.to/razgandeanu/selenium-cheat-sheet-9lc) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [teamhood.com: scrum cheat sheet](https://teamhood.com/agile/scrum-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [REST List Parameter](https://plugins.jenkins.io/rest-list-parameter) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [Custom Checkbox Parameter 🌟](https://plugins.jenkins.io/custom-checkbox-parameter) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [community.aws/training: Training and Certification](https://builder.aws.com/learn) [COMMUNITY-TOOL] 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)** [Chrome Extension](https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [youtube: Jenkins Prometheus Grafana Dashboard | Prometheus Jenkins Monitoring | Prometheus.yml | Thetips4you](https://www.youtube.com/watch?v=N8P9ZLMA2xY) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [AWS Kinesis Consumer](https://plugins.jenkins.io/aws-kinesis-consumer) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [instana.com: The Hidden Cost of Observability: Data Volume](https://www.ibm.com/think) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [dev.to: The Awesome Side of GitHub - Awesome Lists | Leonardo Montini](https://dev.to/playfulprogramming/the-awesome-side-of-github-awesome-lists-2a5h) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [Awesome kubetools](https://dockerlabs.collabnix.com/kubernetes/kubetools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [fairwinds.com: Top 12 Kubernetes Resources: Learn and Stay Up-to-Date](https://www.fairwinds.com/blog/top-12-kubernetes-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [javatechonline.com: Making Java easy to learn - Microservices In Java 🌟](https://javatechonline.com/microservices-in-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [geeksforgeeks.org: 5 Best Java Frameworks For Microservices](https://www.geeksforgeeks.org/blogs/best-java-frameworks-for-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [javatechonline.com: Making Java easy to learn - Spring Boot Annotations With Examples](https://javatechonline.com/spring-boot-annotations-with-examples) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [piotrminkowski.com: Best Practices for Java Apps on Kubernetes 🌟](https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [piotrminkowski.com: Which JDK to Choose on Kubernetes 🌟](https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [tomsitcafe.com: Getting started with Ansible playbooks: more steps towards DevOps](https://tomsitcafe.com/2023/02/14/getting-started-with-ansible-playbooks-more-steps-towards-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Conditional statements – making decisions in Ansible code](https://tomsitcafe.com/2023/02/17/conditional-statements-making-decisions-in-ansible-code) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: How to implement and use handlers in Ansible code?](https://tomsitcafe.com/2023/03/06/how-to-implement-and-use-handlers-in-ansible-code) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Configuration file blueprints: Jinja2 templates in the Ansible code](https://tomsitcafe.com/2023/03/13/configuration-file-blueprints-jinja2-templates-in-the-ansible-code) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [infraxpertzz.com: Deploying Custom Files with Jinja2 Template 🌟](https://infraxpertzz.com/deploying-custom-files-with-jinja2-template) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Let’s use a more flexible directory structure for an Ansible project](https://tomsitcafe.com/2023/05/11/lets-use-a-more-flexible-directory-structure-for-an-ansible-project) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Mastering Ansible: Navigating the Most Common Errors and Mistakes](https://tomsitcafe.com/2023/06/02/mastering-ansible-navigating-the-most-common-errors-and-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [middlewareinventory.com: Ansible Playbook Examples – Sample Ansible Playbooks | Devops Junction](https://www.middlewareinventory.com/blog/ansible-playbook-example) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [devopscube.com: How to Setup Ansible AWS Dynamic Inventory](https://devopscube.com/setup-ansible-aws-dynamic-inventory) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [ansible.com: Creating Custom Rules for Ansible Lint](https://www.redhat.com/en/blog/creating-custom-rules-for-ansible-lint) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Handling sensitive data with Ansible Vault: encrypting strings instead of files](https://tomsitcafe.com/2023/03/16/handling-sensitive-data-with-ansible-vault-encrypting-strings-instead-of-files) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Enhancing Ansible Automation: Exploring the Power of Ansible Semaphore, a Modern Open-Source GUI](https://tomsitcafe.com/2023/05/15/ansible-semaphore-a-modern-open-source-gui-for-our-ansible-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [Semaphore UI 🌟](https://mightyclaws.co.uk/bournemouth) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [thenewstack.io: How to Put a GUI on Ansible, Using Semaphore](https://thenewstack.io/how-to-put-a-gui-on-ansible-using-semaphore) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: Automating APIs with Ansible: A Comprehensive Guide](https://tomsitcafe.com/2023/06/09/automating-apis-with-ansible-a-comprehensive-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [ansible.ai](https://www.redhat.com/en/technologies/management/ansible/ai-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [redhat.com: Red Hat Ansible Lightspeed with IBM watsonx Code Assistant](https://www.redhat.com/en/technologies/management/ansible/automation-coding-assistant) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [techforce1.nl: Creating your first Ansible module](https://techforce1.nl/creating-your-first-ansible-module) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [List of Red Hat Supported Maintained Ansible Collections 🌟](https://access.redhat.com/articles/4993781) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [tomsitcafe.com: How to test Ansible code with Molecule](https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [ansible.com: Fundamentals of Network Automation with Ansible Validated Content using the network.base collection](https://www.redhat.com/en/blog/based-validated-network-content) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [ansible.com: Kubernetes Meets Event-Driven Ansible 🌟](https://www.redhat.com/en/blog/kubernetes-meets-event-driven-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [devopsinside.com: Is Kubernetes killing tools like Ansible?](https://devopsinside.com/how-kubernetes-is-killing-tools-like-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [intellipaat.com: Ansible vs Kubernetes vs Docker](https://intellipaat.com/blog/ansible-vs-kubernetes-vs-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [youtube playlist: Ansible Tutorial - by Infra Xpertzz 🌟](https://www.youtube.com/playlist?list=PLOwxB_PX3s3WSfhzVtwhxXwy7QpkmtnzR) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [plugins.jenkins.io: gatling](https://plugins.jenkins.io/gatling) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2023)** [thenewstack.io: Simple HTTP Load Testing with SLOs](https://thenewstack.io/simple-http-load-testing-with-slos) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.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)** [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) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [techcommunity.microsoft.com: Coding Frameworks and languages are no longer the point, prompting is](https://techcommunity.microsoft.com/blog/educatordeveloperblog/coding-frameworks-and-languages-are-no-longer-the-point-prompting-is/3820265) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [codium.ai: We’ve launched CodiumAI powered by TestGPT and raised $11M. Here’s why](https://www.codium.ai/blog/codiumai-powered-by-testgpt-accounces-beta-and-raised-11m) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [gitlab.com: How to keep your Git history clean with interactive rebase](https://about.gitlab.com/blog/keep-git-history-clean-with-interactive-rebase) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [about.gitlab.com: Why small merge requests are key to a great review 🌟](https://about.gitlab.com/blog/iteration-and-code-review) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [about.gitlab.com: Want a more effective CI/CD pipeline? Try our pro tips](https://about.gitlab.com/blog/effective-ci-cd-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [github.com: RedHat Actions 🌟](https://github.com/redhat-actions) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [freecodecamp.org: Learn Git Fundamentals – A Handbook on Day-to-Day Development Tasks 🌟](https://www.freecodecamp.org/news/learn-git-basics) [COMMUNITY-TOOL] β€” *Go to [Section](./git.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)** [git-scm.com: Git Tools - Submodules](https://git-scm.com/book/en/v2/Git-Tools-Submodules) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [backhub.co](https://www.backhub.co) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [git-scm.com: Git Branching - Branching Workflows](https://git-scm.com/book/en/v2/Git-Branching-Branching-Workflows) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [git-scm.com: Distributed Git - Distributed Workflows](https://git-scm.com/book/en/v2/Distributed-Git-Distributed-Workflows) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2023)** [GitHub Codespaces](https://github.com/features/codespaces) [COMMUNITY-TOOL] β€” *Go to [Section](./git.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)** [github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering' for Researchers 🌟](https://github.com/Lightning-AI/engineering-class) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2023)** [helm-scanner](https://github.com/bridgecrewio/helm-scanner) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2023)** [itnext.io: Operator Lifecycle Manager](https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [10 Real-World Kubernetes Troubleshooting Scenarios and Solutions](https://livingdevops.com/devops/10-real-world-kubernetes-troubleshooting-scenarios-and-solutions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
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-  - **(2023)** [linuxera.org: Writing Operators using the Operator Framework SDK](https://linuxera.org/writing-operators-using-operator-framework) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)** [github.com/chenjiandongx/kubectl-count](https://github.com/chenjiandongx/kubectl-count) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
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-  - **(2023)** [github.com/Cloud-Architekt: Azure AD - Attack and Defense Playbook](https://github.com/Cloud-Architekt/AzureAD-Attack-Defense) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
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-  - **(2023)** [aidanfinn.com: Script – Document All Azure Private DNS Zones](https://aidanfinn.com/?p=23582) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [jmfloreszazo.com: Monetizar un API, con Azure API Management](https://jmfloreszazo.com/monetizar-un-api-con-azure-api-management) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [build5nines.com: Introducing Microsoft Copilot for Azure](https://build5nines.com/introducing-microsoft-copilot-for-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [microsoft.com: Biomedical Research Platform Terra Now Available on Microsoft Azure](https://www.microsoft.com/en-us/research/blog/biomedical-research-platform-terra-now-available-on-microsoft-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [dev.to: The three meanings of "template" in Argo Workflows](https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [blog.argoproj.io: Practical Argo Workflows Hardening 🌟](https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [blog.argoproj.io: Architecting Workflows For Reliability](https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [blog.sonatype.com: Achieving CI and CD With Kubernetes 🌟](https://www.sonatype.com/blog/achieving-ci/cd-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [thenewstack.io: 7 features that make kubernetes ideal for CI/CD](https://thenewstack.io/7-features-that-make-kubernetes-ideal-for-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [thenewstack.io: CI/CD with kubernetes 🌟](https://thenewstack.io/ebooks/kubernetes/ci-cd-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [plutora.com: Artifacts management tools](https://www.plutora.com/ci-cd-tools/artifacts-management-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [blog.container-solutions.com: Deployment Strategies 🌟](https://blog.container-solutions.com/deployment-strategies) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [opsmx.com: What is Blue Green Deployment ?](https://www.opsmx.com/blog/blue-green-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [harness.io: Understanding the Phases of the Software Development Life Cycle](https://www.harness.io/blog/software-development-life-cycle) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(2023)** [sdtimes.com: The State of CI/CD](https://sdtimes.com/cicd/the-state-of-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [lambdatest.com: Top 10 CI/CD Pipeline Implementation Challenges And Solutions](https://www.testmuai.com/blog/cicd-pipeline-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [clickittech.com: CI/CD Best Practices: Top 10 Practices for Financial Services](https://www.clickittech.com/devops/ci-cd-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [thenewstack.io: Embracing Database Deployments in CI/CD Practices with Git](https://thenewstack.io/embracing-database-deployments-in-ci-cd-practices-with-git) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [thenewstack.io: Kubernetes CI/CD Pipelines Explained](https://thenewstack.io/kubernetes-ci-cd-pipelines-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [thenewstack.io: Improve Dev Experience to Maximize the Business Value of CD](https://thenewstack.io/improve-dev-experience-to-maximize-the-business-value-of-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [devops.com: 8 Security Considerations for CI/CD](https://devops.com/8-security-considerations-for-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2023)** [signadot.com: Sandboxes in Kubernetes using OpenTelemetry](https://www.signadot.com/blog/sandboxes-in-kubernetes-using-opentelemetry) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dynatrace.com: Dynatrace monitoring for Kubernetes and OpenShift](https://www.dynatrace.com/technologies/kubernetes-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [devops.com: Where Does Observability Stand Today, and Where is it Going Next?](https://devops.com/where-does-observability-stand-today-and-where-is-it-going-next) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [timescale.com: Prometheus vs. OpenTelemetry Metrics: A Complete Guide](https://www.tigerdata.com/blog/prometheus-vs-opentelemetry-metrics-a-complete-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dynatrace.com: Deploy OneAgent on OpenShift Container Platform](https://docs.dynatrace.com/docs/ingest-from/setup-on-container-platforms/kubernetes/legacy/deploy-oneagent-operator-openshift-legacy) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dynatrace.com: Monitoring of Kubernetes Infrastructure for day 2 operations](https://www.dynatrace.com/news/blog/what-is-kubernetes-2) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dynatrace.com: The Power of OpenShift, The Visibility of Dynatrace](https://www.dynatrace.com/news/blog/what-is-openshift-2) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [Observability vs Monitoring](https://middleware.io/blog/observability-vs-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dynatrace.com: What is observability? Not just logs, metrics and traces](https://www.dynatrace.com/news/blog/what-is-observability-2) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [thenewstack.io: Applying Basic vs. Advanced Monitoring Techniques](https://thenewstack.io/applying-basic-vs-advanced-monitoring-techniques) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [sysdig.com: Kubernetes Monitoring with Prometheus, the ultimate guide 🌟](https://www.sysdig.com/blog/kubernetes-monitoring-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [cloudforecast.io: cAdvisor and Kubernetes Monitoring Guide 🌟](https://cloudforecast.io/blog/cadvisor-and-kubernetes-monitoring-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [thenewstack.io: Monitoring as Code: What It Is and Why You Need It 🌟](https://thenewstack.io/monitoring-as-code-what-it-is-and-why-you-need-it) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [devops.com: Why Monitoring-as-Code Will be a Must for DevOps Teams](https://devops.com/why-monitoring-as-code-will-be-a-must-for-devops-teams) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [harness.io: Metrics to Improve Continuous Integration Performance](https://www.harness.io/blog/continuous-integration-performance-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [thenewstack.io: Monitoring API Latencies After Releases: 4 Mistakes to Avoid](https://thenewstack.io/monitoring-api-latencies-after-releases-4-mistakes-to-avoid) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [thenewstack.io: DevOps Observability from Code to Cloud](https://thenewstack.io/devops-observability-from-code-to-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [thenewstack.io: CI Observability for Effective Change Management 🌟](https://thenewstack.io/ci-observability-for-effective-change-management) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [intellipaat.com: Top 10 DevOps Monitoring Tools](https://intellipaat.com/blog/devops-monitoring-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [KPIs](https://www.kpi.org/KPI-Basics) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2023)** [dev.to/aws-builders: Amazon VPC Lattice β€” Build Applications, Not Networks](https://dev.to/aws-builders/amazon-vpc-lattice-build-applications-not-networks-59j8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2023)** [Kourier: A lightweight Knative Serving ingress](https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.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)** [percona.com: Performance of Various EBS Storage Types in AWS](https://www.percona.com/blog/performance-of-various-ebs-storage-types-in-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2023)** [blog.min.io: Certificate-based Authentication for S3](https://www.min.io/blog/certificate-based-authentication-with-s3) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2023)** [blog.awsfundamentals.com: AWS S3 Sync - An Extensive Guide](https://awsfundamentals.com/blog/aws-s3-sync) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.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)** [OpenEBS Features and Benefits](https://openebs.io/docs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2023)** [linkedin.com/pulse: What are Kubernetes Persistent Volumes?](https://www.linkedin.com/pulse/what-kubernetes-persistent-volumes-gyan-prakash-1f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2023)** [Semaphore](https://semaphore.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [spinnaker.io deployment tool](https://spinnaker.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [dagger.io](https://dagger.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [Tekton](https://nubenetes.com/tekton/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [devopscube.com: Vagrant Tutorial For Beginners: Getting Started Guide 🌟](https://devopscube.com/vagrant-tutorial-beginners) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops-tools.md)*
-  - **(2023)** [Jenkins Plugin: Anchore Container Image Scanner](https://plugins.jenkins.io/anchore-container-scanner) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [thenewstack.io: How Kubernetes vulnerabilities have shifted since the first attacks](https://thenewstack.io/how-kubernetes-vulnerabilities-have-shifted-since-the-first-api-attacks) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [conjur.org](https://www.conjur.org) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [thenewstack.io: Walkthrough: Bitwarden’s New Secrets Manager](https://thenewstack.io/walkthrough-bitwardens-new-secrets-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [auth0.com: A Passwordless Future! Passkeys for Java Developers](https://auth0.com/blog/webauthn-and-passkeys-for-java-developers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [thenewstack.io: Secured Access to Kubernetes from Anywhere with Zero Trust | Tenry Fu 🌟](https://thenewstack.io/secured-access-to-kubernetes-from-anywhere-with-zero-trust) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [dev.to/fidalmathew: Session-Based vs. Token-Based Authentication: Which is better?](https://dev.to/fidalmathew/session-based-vs-token-based-authentication-which-is-better-227o) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [owasp.org: OWASP API Security Project 🌟](https://owasp.org/www-project-api-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [sigstore.dev](https://www.sigstore.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [azure.github.io: Azure Key Vault Provider for Secrets Store CSI Driver](https://azure.github.io/secrets-store-csi-driver-provider-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [akv2k8s.io: Azure Key Vault to Kubernetes akv2k8s 🌟](https://akv2k8s.io) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [morey.tech: Bitwarden and External Secrets](https://morey.tech/technical%20blog/Bitwarden-And-External-Secrets) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [Kubernetes Security Best Practices: A DevSecOps Perspective](https://www.linkedin.com/top-content/career) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [kubevious.io: Top Kubernetes YAML Validation Tools](https://kubevious.io/blog/post/top-kubernetes-yaml-validation-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2023)** [Kubernetes examples 🌟](https://k8s-examples.container-solutions.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2023)** [ruudvanasseldonk.com: The yaml document from hell](https://ruuda.nl/2023/the-yaml-document-from-hell) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.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)** [learnk8s.io: Allocatable memory and CPU in Kubernetes Nodes](https://learnkube.com/allocatable-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [cast.ai: AWS EKS vs. ECS vs. Fargate: Where to manage your Kubernetes?](https://cast.ai/blog/aws-eks-vs-ecs-vs-fargate-where-to-manage-your-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [Amazon EKS introduces EKS Pod Identity](https://aws.amazon.com/about-aws/whats-new/2023/11/amazon-eks-pod-identity) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [Simplifying Amazon EBS volume migration and modification on Kubernetes using the EBS CSI Driver](https://aws.amazon.com/de/blogs/storage/simplifying-amazon-ebs-volume-migration-and-modification-using-the-ebs-csi-driver) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [itnext.io: Top 10 Ways to Protect EKS Workloads from Ransomware](https://itnext.io/top-10-ways-to-protect-eks-workloads-from-ransomware-ae96d1c1e839) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [itnext.io: AWS Elastic Kubernetes Service: RBAC Authorization via AWS IAM and RBAC Groups](https://itnext.io/aws-elastic-kubernetes-service-rbac-authorization-via-aws-iam-and-rbac-groups-7b70ded144b5) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [docs.aws.amazon.com: Managing Amazon EKS add-ons](https://docs.aws.amazon.com/eks/latest/userguide/eks-add-ons.html) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [Updating a managed node group](https://docs.aws.amazon.com/eks/latest/userguide/update-managed-node-group.html) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [aws.amazon.com: Planning Kubernetes Upgrades with Amazon EKS](https://aws.amazon.com/blogs/containers/planning-kubernetes-upgrades-with-amazon-eks) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [repost.aws: How do I plan an upgrade strategy for an Amazon EKS cluster?](https://repost.aws/knowledge-center/eks-plan-upgrade-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [aws.amazon.com: Addressing latency and data transfer costs on EKS using Istio](https://aws.amazon.com/blogs/containers/addressing-latency-and-data-transfer-costs-on-eks-using-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [aws.amazon.com: Start Pods faster by prefetching images](https://aws.amazon.com/blogs/containers/start-pods-faster-by-prefetching-images) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [aws.amazon.com: GitOps model for provisioning and bootstrapping Amazon EKS clusters using Crossplane and Argo CD](https://aws.amazon.com/blogs/containers/gitops-model-for-provisioning-and-bootstrapping-amazon-eks-clusters-using-crossplane-and-argo-cd) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [learn.microsoft.com: Introduction to Kubernetes on Azure](https://learn.microsoft.com/en-us/training/paths/intro-to-kubernetes-on-azure) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [azure.github.io/AKS-Construction 🌟](https://azure.github.io/AKS-Construction) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [docs.microsoft.com: Baseline architecture for an Azure Kubernetes Service (AKS) cluster 🌟](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks/baseline-aks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [docs.microsoft.com: Microservices architecture on Azure Kubernetes Service (AKS) 🌟](https://learn.microsoft.com/en-us/azure/architecture/reference-architectures/containers/aks-microservices/aks-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [docs.microsoft.com: Use kubenet networking with your own IP address ranges in Azure Kubernetes Service (AKS) 🌟](https://learn.microsoft.com/en-us/azure/aks/configure-kubenet) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [docs.microsoft.com: Configure Azure CNI networking in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/configure-azure-cni) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [docs.microsoft.com: AKS-managed Azure Active Directory integration](https://learn.microsoft.com/en-us/azure/aks/entra-id-control-plane-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes Service with Calico](https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429) [COMMUNITY-TOOL] [YAML 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)** [pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision: A Deep Dive into the Latest Public Preview Feature](https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [thenewstack.io: Microsoft Takes Kubernetes to the Edge with AKS Lite](https://thenewstack.io/microsoft-takes-kubernetes-to-the-edge-with-aks-lite) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [community.ops.io: Configuring AKS to read secrets and certificates from Azure KeyVaults](https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [azure.microsoft.com: Announcing the general availability of Azure CNI Overlay in Azure Kubernetes Service](https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service) [COMMUNITY-TOOL] [MARKDOWN 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)** [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)** [techcommunity.microsoft.com: Azure Kubernetes Service Free tier and Standard tier](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials](https://www.infoq.com/news/2023/03/aks-edge-essentials-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [techcommunity.microsoft.com: SQL Server containers on Kubernetes with S3-compatible object storage - Getting started](https://techcommunity.microsoft.com/blog/sqlserver/sql-server-containers-on-kubernetes-with-s3-compatible-object-storage---getting-/3717003) [COMMUNITY-TOOL] [SQL/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [azuredevopslabs.com: Deploying a multi-container application to Azure Kubernetes Services](https://azuredevopslabs.com/labs/vstsextend/kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [youtube: Day -25 | No Dockerfile, No K8s Manifests | Setup CI/CD in 5 minutes for any programming language](https://www.youtube.com/watch?v=io_yBU7vhIo) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in GKE 🌟](https://www.project-a.vc/perspectives) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [sysdig.com: Kubernetes 1.27 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-27-whats-new) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [kubernetes.io: Kubernetes v1.27: Chill Vibes](https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [thenewstack.io: Kubernetes 1.27 Arrives](https://thenewstack.io/kubernetes-1-27-arrives) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [armosec.io: Kubernetes 1.27 Release: Enhancements and Security Updates](https://www.armosec.io/blog/kubernetes-1-27-release) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [thenewstack.io: Kubernetes 1.28 Accommodates the Service Mesh, Sudden Outages](https://thenewstack.io/kubernetes-1-28-accommodates-the-service-mesh-sudden-outages) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [Private Access to the AWS Management Console is generally available](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-management-console-private-access) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2023)** [Oracle Cloud Infrastructure (OCI)](https://docs.oracle.com/en-us/iaas/Content/GSG/Concepts/baremetalintro.htm) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - **(2023)** [docs.oracle.com: Overview of Resource Manager](https://docs.oracle.com/en-us/iaas/Content/ResourceManager/Concepts/resourcemanager.htm) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - **(2023)** [Oracle Container Engine for Kubernetes (OKE)](https://docs.oracle.com/en-us/iaas/Content/ContEng/Concepts/contengoverview.htm) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - **(2023)** [blog.coderco.io: TCP Fundamentals for Software & DevOps Engineers: Building a Strong Foundation in Networking](https://blog.coderco.io/p/tcp-fundamentals-for-software-and) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [build5nines.com: IPv4 Address CIDR Range Reference and Calculator](https://build5nines.com/ipv4-address-cidr-range-reference-and-calculator) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [youtube: NetBox Zero To Hero](https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [http-sfv: HTTP Structured Field Values in Python](https://pypi.org/project/http-sfv) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [dev.to: 9 Docker Extensions Every Developer Must Try](https://dev.to/docker/9-docker-extensions-every-developer-must-try-1no2) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.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)** [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)** [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)*
-  - **(2023)** [itnext.io: Building Docker Images The Proper Way 🌟](https://itnext.io/building-docker-images-the-proper-way-3c9807524582) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [testdriven.io: Docker Best Practices for Python Developers](https://testdriven.io/blog/docker-best-practices) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [dev.to: Top 5 Docker Best Practices](https://dev.to/karanpratapsingh/top-5-docker-best-practices-57oh) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.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)** [learnk8s.io: 3 simple tricks for smaller Docker images 🌟](https://learnkube.com/blog/smaller-docker-images) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [piotrminkowski.com: Slim Docker Images for Java](https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [youtube: Docker 101 (Workshop) how an application can be run using Docker containers. First, you'll learn how to take an application all the way from source code to a running container. Docker-compose, networking, multi-stage and more 🌟](https://www.youtube.com/watch?v=0mxhS7H6bxM) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [dev.to/javinpaul: My Favorite Free Courses to Learn Docker and Containers in 2023](https://dev.to/javinpaul/my-favorite-free-courses-to-learn-docker-and-containers-in-2023-1ldo) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [dev.to: Docker : From Zero to Hero πŸ›Έ ( part 1) | Prasenjeet Kumar](https://dev.to/prasenjeetsymon/docker-from-zero-to-hero-part-1-3a45) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [dev.to: Top 8 Docker Best Practices for using Docker in Production 🌟](https://dev.to/techworld_with_nana/top-8-docker-best-practices-for-using-docker-in-production-1m39) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [spacelift.io: Docker Volumes – Guide with Examples](https://spacelift.io/blog/docker-volumes) [COMMUNITY-TOOL] 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)** [codefresh.io: Docker anti-patterns 🌟](https://octopus.com/blog/docker-anti-patterns) [COMMUNITY-TOOL] 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)** [securitylabs.datadoghq.com: Container security fundamentals: Exploring containers as processes](https://securitylabs.datadoghq.com/articles/container-security-fundamentals-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [dev.to: Building a Robust CI/CD Pipeline with Docker: A Comprehensive Guide](https://dev.to/itsahsanmangal/building-a-robust-cicd-pipeline-with-docker-a-comprehensive-guide-4k8b) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [acloudguru.com](https://www.pluralsight.com/cloud-guru) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [linkedin.com/pulse: Importance of API Automation Testing 🌟](https://www.linkedin.com/pulse/importance-api-automation-testing-manish-saini) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [testcontainers.org](https://testcontainers.com) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?](https://www.testmuai.com/blog/testng-vs-junit-which-testing-framework-should-you-choose) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [Metabob](https://metabob.com) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [Visualize your git repo in vscode with Git Graph extensions](https://www.youtube.com/shorts/vpFF1XSqWjw?si=Zr2eW_C3_3hQoXAa) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.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)** [File Icon Theme](https://www.youtube.com/shorts/i0V1bHybv5w?si=y42F3QjNFVouu3s8) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Learn with Copilot](https://www.youtube.com/shorts/rjmXBs5l_7M?si=UlQ4q1-B-JOiYwrn) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [code.visualstudio.com: keyboard shortcuts for Windows](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-windows.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [code.visualstudio.com: keyboard shortcuts for macOS](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-macos.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [code.visualstudio.com: keyboard shortcuts for Linux](https://code.visualstudio.com/shortcuts/keyboard-shortcuts-linux.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [marketplace.visualstudio.com](https://marketplace.visualstudio.com) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Microsoft 🌟](https://marketplace.visualstudio.com/publishers/Microsoft) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Red Hat 🌟](https://marketplace.visualstudio.com/publishers/redhat) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [AmazonWebServices](https://marketplace.visualstudio.com/publishers/AmazonWebServices) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Google Cloud](https://marketplace.visualstudio.com/publishers/GoogleCloudTools) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Oracle](https://marketplace.visualstudio.com/publishers/Oracle) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Better Comments](https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Markdown All in One 🌟](https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Auto Markdown TOC By AX1](https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Prettier:](https://marketplace.visualstudio.com/items?itemName=esbenp.prettier-vscode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [EditorConfig:](https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Polacode](https://marketplace.visualstudio.com/items?itemName=pnp.polacode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [ESLint:](https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Indent-Rainbow:](https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [SVG:](https://marketplace.visualstudio.com/items?itemName=jock.svg) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Prettier ESLint](https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [TODO Highlight](https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Todo+](https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Todo Tree](https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Error Lens](https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [GitLens 🌟](https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Git Graph](https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.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)** [visualstudio.microsoft.com/services/live-share: Visual Studio Live Share' 🌟](https://visualstudio.microsoft.com/services/live-share) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Live Share:](https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Linux on Chrome OS, sometimes called Crostini 🌟](https://chromeos.dev/en/linux) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [VS Code February 2023 Release Highlights (v1.76)](https://www.youtube.com/shorts/hdmaP4ibJ4I) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [April 2023 Release Highlights - Profile Templates](https://www.youtube.com/shorts/ToGRhGvo62k) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Visual Studio Code - Shorts](https://www.youtube.com/@code/shorts) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [VSCode Profiles](https://www.youtube.com/shorts/WzlpGnbNPH4) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Changing Font in VS Code the RIGHT WAY!](https://www.youtube.com/shorts/Q2RrAdWmn_M) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Take your extensions with you](https://www.youtube.com/shorts/HyhSDvaaRwM) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Pin VS Code Tabs](https://www.youtube.com/shorts/6NFR5MsHM_4) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [STOP Creating New Files This! But Do THIS in VS Code!!!](https://www.youtube.com/shorts/VqOVb76IyI4) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Minimap Makeover](https://www.youtube.com/shorts/t5vXCNIBVYw) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Markdown Header Magic](https://www.youtube.com/shorts/G5580-DxQuw) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [ErrorLens! Catch Errors on the Fly!](https://www.youtube.com/shorts/uzC1PP73d9I) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Try Maven (and Java) in VS Code!](https://www.youtube.com/shorts/t322UnzV9vM) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Java, Gradle, and VS Code](https://www.youtube.com/shorts/0xq_ZYfl6Vk) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Change your Java versions in VS Code!](https://www.youtube.com/shorts/p-H7Q9PtSc8) [COMMUNITY-TOOL] [JAVA 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)** [Rainbox CSV](https://www.youtube.com/shorts/y55a7NAiHiI) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Copilot Unit Tessts Like a Boss](https://www.youtube.com/shorts/AGFvs2pT1VQ) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Copilot writing Markdown](https://www.youtube.com/shorts/70voiUcMk_I) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Extension of the week: Thunder Client](https://www.youtube.com/shorts/X3wgBid4gO8) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Create diagrams in vscode](https://www.youtube.com/shorts/0N-NFIfy5lI) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Write slides in VS Code](https://www.youtube.com/shorts/cLokEWqTuds) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [How VS Code Makes Branches](https://www.youtube.com/shorts/-hvEdSI8ziE) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Navigate your code's history](https://www.youtube.com/shorts/6IwjxcDbVW0) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Create guided walkthroughs of your code](https://www.youtube.com/shorts/KQB8FRoJaH4) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [anaconda.com: Why Data Scientists Should Be Excited About Python in Excel](https://www.anaconda.com/blog/why-data-scientists-should-be-excited-about-python-in-excel) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [realpython.com: How to Write Pythonic Loops](https://realpython.com/courses/how-to-write-pythonic-loops) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [freecodecamp.org: How to Build an Online Banking System – Python Object-Oriented Programming Tutorial](https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-oop-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [realpython.com: Development and Deployment of Cookiecutter-Django via Docker](https://realpython.com/learning-paths/django-web-development) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [rogerperkin.co.uk: pyATS Tutorial for Beginners](https://www.rogerperkin.co.uk/network-automation/pyats/pyats-genie-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [Project Thoth](https://thoth-station.ninja) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [freecodecamp.org: How to Create Microservices with FastAPI](https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [ibm.com: Event-driven cloud-native applications (microservices)](https://www.ibm.com/think/topics/cloud-native) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Google Cloud Platform Pub/Sub](https://docs.cloud.google.com/pubsub/docs/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Apache ActiveMQ](https://activemq.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [ActiveMQ 5.x "classic"](https://activemq.apache.org/components/classic) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [KubeMQ.io: Kubernetes Native Message Queue Broker](https://kubemq.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Apache Camel](https://camel.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Redis Pub/sub](https://redis.io/docs/latest/develop) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Apache Camel K](https://camel.apache.org/camel-k/2.10.x) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [thenewstack.io: Kafka on Kubernetes: Should You Adopt a Managed Solution?](https://thenewstack.io/kafka-on-kubernetes-should-you-adopt-a-managed-solution) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [thelinuxnotes.com: How to deploy Kafka in Kubernetes with Helm chart + kafdrop](https://thelinuxnotes.com/how-to-deploy-kafka-in-kubernetes-with-helm-chart-kafdrop-commander) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [piotrminkowski.com: Concurrency with Kafka and Spring Boot](https://piotrminkowski.com/2023/04/30/concurrency-with-kafka-and-spring-boot) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [grafana.com: Get comprehensive monitoring for your Apache Kafka ecosystem instances quickly with Grafana Cloud](https://grafana.com/blog/get-comprehensive-monitoring-for-your-apache-kafka-ecosystem-instances-quickly-with-grafana-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [about.gitlab.com: How is AI/ML changing DevOps?](https://about.gitlab.com/blog/how-is-ai-ml-changing-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [thenewstack.io: 7 Must-Have Python Tools for ML Devs and Data Scientists 🌟](https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [kaggle.com: Sports Car Prices dataset](https://www.kaggle.com/datasets/rkiattisak/sports-car-prices-dataset) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [canvatechblog.com: Supporting GPU-accelerated Machine Learning with Kubernetes and Nix](https://www.canva.dev/blog/engineering/supporting-gpu-accelerated-machine-learning-with-kubernetes-and-nix) [COMMUNITY-TOOL] [NIX CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [jimangel.io: A Practical Guide to Running NVIDIA GPUs on Kubernetes](https://www.jimangel.io/posts/nvidia-rtx-gpu-kubernetes-setup) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [docs.microsoft.com: Machine Learning Experimentation in VS Code with DVC Extension](https://learn.microsoft.com/en-us/shows/vs-code-livestreams/machine-learning-experimentation-in-vs-code-with-dvc-extension) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [Crunchy Data PostgreSQL Operator](https://nubenetes.com/crunchydata/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)*
-  - **(2023)** [xenonstack.com: Stateful and Stateless Applications Best Practices and Advantages](https://www.xenonstack.com/insights/stateful-and-stateless-applications) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [blog.flant.com: Comparing Kubernetes operators for PostgreSQL](https://palark.com/blog/comparing-kubernetes-operators-for-postgresql) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With High Availability](https://devopscube.com/deploy-postgresql-statefulset) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [thenewstack.io: How to Ensure Your Serverless Database Stays Serverless](https://thenewstack.io/how-to-ensure-your-serverless-database-stays-serverless) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [allthingsdistributed.com: Monoliths are not dinosaurs](https://www.allthingsdistributed.com/2023/05/monoliths-are-not-dinosaurs.html) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [humanitec.com: Platform reference architecture on Azure](https://humanitec.com/reference-architectures/azure) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [humanitec.com: Platform reference architecture on GCP](https://humanitec.com/reference-architectures) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [humanitec.com: Platform reference architecture on AWS](https://humanitec.com/reference-architectures/aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [thenewstack.io: What We Learned from Enabling Developer Self-Service](https://thenewstack.io/what-we-learned-from-enabling-developer-self-service) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [redis.com: Microservice Architecture Key Concepts](https://redis.io/blog/microservice-architecture-key-concepts) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [designgurus.io: Monolithic vs. Service-Oriented vs. Microservice Architecture: Top Architectural Design Patterns](https://www.designgurus.io/blog/monolithic-service-oriented-microservice-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [devops.com: 8 Hot Takes: Will We See a Monolithic Renaissance?](https://devops.com/8-hot-takes-will-we-see-a-monolithic-renaissance) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [dev.to/aws-builders: Un Modelo de EDA: Event Driven Architectures](https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [architecturenotes.co: 12 Factor App Revisited](https://architecturenotes.co/p/12-factor-app-revisited) [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)** [blog.scaleway.com: SaaS Solutions - What is the difference between a multi-instance and a multi-tenant architecture](https://www.scaleway.com/en/blog/saas-multi-tenant-vs-multi-instance-architectures) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [elespanol.com: Mainframe: repaso de pasado y futuro a una tecnologΓ­a de 1944 que se resiste a morir](https://www.elespanol.com/invertia/disruptores/grandes-actores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [theregister.com: Basecamp details 'obscene' $3.2 million bill that caused it to quit the cloud](https://www.theregister.com/off-prem/2023/01/16/basecamp-details-32-million-bill-that-saw-it-quit-cloud/270397) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [infoworld.com: Why we need both cloud architects and cloud engineers](https://www.infoworld.com/article/2335001/why-we-need-both-cloud-architects-and-cloud-engineers.html) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [enriquedans.com: El desastre del software y la automociΓ³n](https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [freecodecamp.org: How to Write Clean Code – Tips and Best Practices (Full Handbook)](https://www.freecodecamp.org/news/how-to-write-clean-code) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [genbeta.com/a-fondo: Cinco repositorios de GitHub tan buenos que son imprescindibles si estΓ‘s aprendiendo o te dedicas a programar](https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [thenewstack.io: Stop Technical Debt Before It Damages Your Company](https://thenewstack.io/stop-technical-debt-before-it-damages-your-company) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [infoworld.com: You can’t run away from technical debt](https://www.infoworld.com/article/2338860/you-cant-run-away-from-technical-debt.html) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [welivesecurity.com: La ofuscaciΓ³n de cΓ³digo: un arte que reina en la ciberseguridad](https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [bunnyshell.com: DR in DevOps: How to Guarantee an Effective Disaster Recovery Plan with DevOps](https://www.bunnyshell.com/blog/disaster-recovery-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [ibm.com: OpenShift vs. Kubernetes: What’s the Difference?](https://www.ibm.com/think/topics/openshift-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [cookbook.learndataengineering.com: The Data Engineering Cookbook](https://cookbook.learndataengineering.com/docs/05-CaseStudies) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [vFunction](https://vfunction.com) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [haproxy.com: The HAProxy Enterprise WAF 🌟](https://www.haproxy.com/blog/the-haproxy-enterprise-waf) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2023)** [Redis](https://redis.io) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2023)** [grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application telemetry using eBPF](https://grafana.com/blog/grafana-beyla-1-0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [grafana.com: A complete guide to managing Grafana as code: tools, tips, and tricks](https://grafana.com/blog/a-complete-guide-to-managing-grafana-as-code-tools-tips-and-tricks) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [devops.com: Grafana Labs Acquires Asserts.ai to Bring AI to Observability](https://devops.com/grafana-labs-acquires-assert-ai-to-bring-ai-to-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [devopscube.com: How To Setup Grafana On Kubernetes](https://devopscube.com/setup-grafana-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [exporterhub.io 🌟](https://exporterhub.io) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.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)** [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€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [grafana.com: Using Telegraf plugins to visualize industrial IoT data with the Grafana Cloud Hosted Prometheus service](https://grafana.com/blog/using-telegraf-plugins-to-visualize-industrial-iot-data-with-the-grafana-cloud-hosted-prometheus-service) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [prometheus.io: Comparison to Alternatives 🌟](https://prometheus.io/docs/introduction/comparison) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [**M3**:](https://m3db.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [thenewstack.io: Maximizing Kubernetes Efficiency with OpenTelemetry Tracing](https://thenewstack.io/maximizing-kubernetes-efficiency-with-opentelemetry-tracing) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [Karen](https://karenapp.io) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [ScheduleOnce](https://www.oncehub.com) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [wpamelia.com: Calendly vs YouCanBook.Me](https://wpamelia.com/calendly-vs-youcanbook-me) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [wpamelia.com: Calendly vs Acuity](https://wpamelia.com/calendly-vs-acuity) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [wpamelia.com: Calendly vs Doodle](https://wpamelia.com/calendly-vs-doodle) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [karenapp.io: Calendly vs ScheduleOnce](https://karenapp.io/articles/calendly-vs-scheduleonce) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [intellipaat.com: Selenium Tutorial – Learn Selenium from Experts](https://intellipaat.com/blog/tutorial/selenium-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [github.com/readme/guides: Functional Programming 101](https://github.com/readme/guides/functional-programming-basics) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2023)** [chakray.com: API Strategy. How to create an API Marketplace](https://chakray.com/api-strategy-how-to-create-an-api-marketplace) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2023)** [chakray.com: Why API Lifecycle Management is a MUST for Your Organisation APIs](https://chakray.com/why-api-lifecycle-management-is-must-organisation-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2023)** [chakray.com: 11 Steps to achieving a successful API Management Strategy](https://chakray.com/11-steps-achieving-successful-api-management-strategy) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.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)*
-  - **(2023)** [Optimizing your AWS Infrastructure for Sustainability, Part I: Compute](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-i-compute) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Optimizing your AWS Infrastructure for Sustainability, Part II: Storage](https://aws.amazon.com/blogs/architecture/optimizing-your-aws-infrastructure-for-sustainability-part-ii-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [AWS application-architecture](https://www.conceptdraw.com/examples/application-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [AWS Architecture Blog](https://aws.amazon.com/blogs/architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [AWS Official Blog](https://blogs.aws.amazon.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [dev.to: How Well-Architected Enables Junior Engineers](https://dev.to/aws-builders/how-well-architected-enables-junior-engineers-24j) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [This is My Architecture](https://aws.amazon.com/architecture/this-is-my-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Creating a Multi-Region Application with AWS Services – Part 1, Compute, Networking, and Security](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-1-compute-and-security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Creating a Multi-Region Application with AWS Services – Part 2, Data and Replication](https://aws.amazon.com/blogs/architecture/creating-a-multi-region-application-with-aws-services-part-2-data-and-replication) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Strategies for consolidating AWS environments](https://aws.amazon.com/de/blogs/mt/strategies-for-consolidating-aws-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Maintain visibility over the use of cloud architecture patterns](https://aws.amazon.com/blogs/architecture/maintain-visibility-over-the-use-of-cloud-architecture-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Architecture patterns for consuming private APIs cross-account](https://aws.amazon.com/pt/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [AWS Well Architected Framework](https://docs.aws.amazon.com/wellarchitected/latest/framework/welcome.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [aws.amazon.com/well-architected-tool: AWS Well-Architected Tool](https://aws.amazon.com/well-architected-tool) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [infoq.com: AWS Updates the Well-Architected Framework](https://www.infoq.com/news/2023/04/aws-well-architected-framework) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [ermetic.com: Access Undenied on AWS](https://www.tenable.com/blog/access-undenied-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2023)** [github.com/ualter: AwsBe](https://github.com/ualter/awsbe-site) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2023)** [New usage examples have been added to the CLI for CodePipeline API Reference](https://docs.aws.amazon.com/cli/latest/reference/codepipeline/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2023)** [aws.amazon.com/blogs: Introducing Amazon CodeWhisperer for command line](https://aws.amazon.com/blogs/devops/introducing-amazon-codewhisperer-for-command-line) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2023)** [forbes.com: Hiring Managers Often Lie To Candidates, Here’s How To Spot When They Do](https://www.forbes.com/sites/markmurphy/2023/08/24/hiring-managers-often-lie-to-candidates-heres-how-to-spot-when-they-do) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.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)** [businessinsider.es: MentΓ­ en mi currΓ­culum para conseguir un trabajo mejor pagado y creo que otros deberΓ­an hacer lo mismo](https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [venturebeat.com: Cloud costs are unmanageable: It’s time we standardize billing](https://venturebeat.com/datadecisionmakers/cloud-costs-are-unmanageable-its-time-we-standardize-billing) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2023)** [dev.to: Understanding Kubernetes: part 48 – Kubernetes 1.27 Changelog](https://dev.to/aurelievache/understanding-kubernetes-part-48-kubernetes-127-changelog-1alk) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2023)** [Openshift Baremetal - Installer's Bake-off: Agent vs Assisted vs IPI](https://www.youtube.com/watch?si=vK_9UKjGV8F24Ebt&v=1v15VSKPZRU&feature=youtu.be) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2023)** [Kubernetes Troubleshooting Guide: Common Pitfalls and Solutions](https://autodotes.com/posts/s90PP9397WYTsAWaRapd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(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€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2023)** [simform.com: Top Alternatives to Kubernetes to Overcome Business Challenges](https://www.simform.com/blog/alternatives-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2023)** [infoworld.com: When Kubernetes is not the solution](https://www.infoworld.com/article/2261975/when-kubernetes-is-not-the-solution.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2023)** [techtarget.com: Amazon ECS vs. Kubernetes: Which should you use on AWS?](https://www.techtarget.com/searchcloudcomputing/answer/Amazon-ECS-vs-Kubernetes-Which-should-you-use-on-AWS) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2023)** [dev.to: Microservice Roadmap](https://dev.to/mattqafouri/microservice-roadmap-4mci) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./faq.md)*
-  - **(2023)** [k21academy.com: Monolithic vs Microservices – Difference, Advantages & Disadvantages](https://k21academy.com/kubernetes/monolithic-vs-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2023)** [thenewstack.io: Microservices: Align the Pain with the Solution](https://thenewstack.io/microservices-align-the-pain-with-the-solution) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2023)** [martinheinz.dev/blog/73: Automate All the Boring Kubernetes Operations with Python 🌟](https://martinheinz.dev/blog/73) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [itnext.io: Difference between Fabric8 and Official Kubernetes Java Client 🌟](https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [Rate Limiting in Controller-Runtime and Client-go](https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [itnext.io: Writing a Kubernetes CLI in Go](https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [blog.marcnuri.com: Fabric8 Kubernetes Client for Java introduction](https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [blog.marcnuri.com: Build Kubernetes controllers with Fabric8 Kubernetes Client, Quarkus, and JKube](https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [developers.redhat.com: How to use Fabric8 Java Client with Kubernetes](https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [developers.redhat.com: How to generate code using Fabric8 Kubernetes Client](https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [civo.com: Manage Kubernetes clusters using the Civo Pulumi provider](https://www.civo.com/learn) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2023)** [build5nines.com: Beginner’s Guide to Pulumi CI/CD Pipelines](https://build5nines.com/beginners-guide-to-pulumi-ci-cd-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2023)** [Secure Connectivity from Public to Private: Introducing EC2 Instance Connect Endpoint](https://aws.amazon.com/blogs/compute/secure-connectivity-from-public-to-private-introducing-ec2-instance-connect-endpoint-june-13-2023) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2023)** [freecodecamp.org: AWS CDK v2 Tutorial – How to Create a Three-Tier Serverless Application](https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2023)** [The remote job guide: job search & productivity working from home](https://resume.io/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2023)** [forbes.com: 4 Ways To Combat The Social Isolation Of Remote Working](https://www.forbes.com/sites/drsamanthamadhosingh/2023/12/18/4-ways-to-combat-the-social-isolation-of-remote-working) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2023)** [sincrogo.com: Teletrabajo desde EspaΓ±a para el extranjero: ΒΏdΓ³nde hay que tributar?](https://sincro.es/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2023)** [blog.postman.com: How to choose between REST vs. GraphQL vs. gRPC vs.' SOAP](https://blog.postman.com/how-to-choose-between-rest-vs-graphql-vs-grpc-vs-soap) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.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)*
-  - **(2023)** [aws.amazon.com: Understanding AWS Lambda scaling and throughput](https://aws.amazon.com/blogs/compute/understanding-aws-lambda-scaling-and-throughput) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2023)** [theserverlessmindset.com: Choosing the Best Database for Your Serverless Project](https://www.theserverlessmindset.com/p/best-serverless-database) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2023)** [terrateam.io: AWS Lambda Function with Terraform](https://terrateam.io/blog/aws-lambda-function-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2023)** [Keptn](https://keptn.sh/stable) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./keptn.md)*
-  - **(2023)** [Quick Start](https://v1.keptn.sh/docs/quickstart) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./keptn.md)*
-  - **(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€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2023)** [tech.olx.com: Improving JVM Warm-up on Kubernetes 🌟](https://tech.olx.com/improving-jvm-warm-up-on-kubernetes-1b27dd8ecd58) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2023)** [aws.amazon.com: Update of AWS Security Reference Architecture is now available](https://aws.amazon.com/blogs/security/update-of-aws-security-reference-architecture-is-now-available) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [New IAMCTL tool compares multiple IAM roles and policies](https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies) [COMMUNITY-TOOL] [ENGLISH/SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [aws.amazon.com: Automate AWS Control Tower landing zone operations using APIs](https://aws.amazon.com/about-aws/whats-new/2023/11/automate-aws-control-tower-zone-operations-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [aws.amazon.com: When and where to use IAM permissions boundaries](https://aws.amazon.com/blogs/security/when-and-where-to-use-iam-permissions-boundaries) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [globaldatanet.com: .AWS IAM Identity Center Permission Management at Scale Part 2](https://globaldatanet.com/tech-blog/aws-iam-identity-center-permission-management-at-scale-part-2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [thenewstack.io: A Deep Dive into the Security of IAM in AWS](https://thenewstack.io/a-deep-dive-into-the-security-of-iam-in-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [dev.to: AWS WAF (Web Application Firewall): Deep Dive](https://dev.to/aws-builders/aws-waf-web-application-firewall-deep-dive-15bd) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [aws.amazon.com: AWS Control Tower](https://aws.amazon.com/controltower) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [redhat.com/sysadmin/quadlet-podman](https://www.redhat.com/en/blog/quadlet-podman) [COMMUNITY-TOOL] [INI CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2023)** [Podman Desktop](https://podman-desktop.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2023)** [iximiuz.com: In Pursuit of Better Container Images: Alpine, Distroless, Apko, Chisel, DockerSlim, oh my!](https://iximiuz.com/en/posts/containers-making-images-better) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2023)** [devopscube.com: Kubernetes Logging Tutorial For Beginners 🌟](https://devopscube.com/kubernetes-logging-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [signoz.io: Kubernetes Audit Logs - Best Practices And Configuration](https://signoz.io/blog/kubernetes-audit-logs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(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€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [loft.sh: Kubernetes Cost Monitoring with Prometheus & Grafana](https://www.vcluster.com/blog/kubernetes-cost-monitoring-with-prometheus-and-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [8 Best Kubernetes monitoring tools; Paid & open-source](https://middleware.io/blog/kubernetes-monitoring/tools) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [dev.to/mikeyglitz: Proactive Kubernetes Monitoring with Alerting](https://dev.to/mikeyglitz/proactive-kubernetes-monitoring-with-alerting-58en) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [isovalent.com: What are the 4 Golden Signals for Monitoring Kubernetes?](https://isovalent.com/blog/post/what-are-the-4-golden-signals-for-monitoring-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [rcarrata.com: Network Observability Deep Dive in Kubernetes with NetObserv Operator](https://rcarrata.github.io/observability/netobserv-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [opentelemetry.io: Creating a Kubernetes Cluster with Runtime Observability](https://opentelemetry.io/blog/2023/k8s-runtime-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [signoz.io: Kubernetes Cluster Monitoring with OpenTelemetry | Complete Tutorial 🌟](https://signoz.io/blog/opentelemetry-kubernetes-cluster-metrics-monitoring) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [Setup Prometheus Using Helm Chart on Kubernetes](https://devopscube.com/setup-prometheus-helm-chart) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2023)** [learnk8s.io: A visual guide on troubleshooting Kubernetes deployments](https://learnkube.com/troubleshooting-deployments) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [komodor.com: Kubernetes Troubleshooting: The Complete Guide 🌟](https://komodor.com/learn/kubernetes-troubleshooting-the-complete-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [A Complete Guide to Kubectl exec](https://refine.dev/blog/kubectl-exec-command) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [learnitguide.net: How To Troubleshoot Kubernetes Pods](https://www.learnitguide.net/2023/04/how-to-troubleshoot-kubernetes-pods.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [devzero.io: Kubernetes Debugging Tips](https://www.devzero.io/blog/kubernetes-autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [devtron.ai: Troubleshoot: Pod Crashloopbackoff](https://devtron.ai/blog/troubleshoot_crashloopbackoff_pod) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [learnitguide.net: How to Check Memory Usage of a Pod in Kubernetes?](https://www.learnitguide.net/2023/04/how-to-check-memory-usage-of-pod-in.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [groundcover.com: Failure Is an Option: How to Stay on Top of K8s Container Events](https://www.groundcover.com/blog/k8s-container-events) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [The Hidden CPU Throttling Crisis in Kubernetes Clusters](https://www.kubenatives.com/p/the-hidden-cpu-throttling-crisis) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [marketplace.visualstudio.com: Bridge to Kubernetes (VSCode)](https://marketplace.visualstudio.com/items?itemName=mindaro.mindaro) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [linkedin.com: Kubernetes Ephemeral Containers | Bibin Wilson](https://www.linkedin.com/pulse/kubernetes-ephemeral-containers-bibin-wilson) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [iximiuz.com: Kubernetes Ephemeral Containers and kubectl debug Command 🌟](https://iximiuz.com/en/posts/kubernetes-ephemeral-containers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [sysdig.com: Kubernetes Security Guide 🌟](https://www.sysdig.com/blog/kubernetes-security-guide) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [kubernetes.io: Security Checklist 🌟🌟](https://kubernetes.io/docs/concepts/security/security-checklist) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [blog.cyble.com: Exposed Kubernetes Clusters](https://cyble.com/blog/exposed-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [securitycafe.ro: A COMPLETE KUBERNETES CONFIG REVIEW METHODOLOGY](https://securitycafe.ro/2023/02/27/a-complete-kubernetes-config-review-methodology) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [youtube: Manage Kubernetes Secrets With External Secrets Operator (ESO) 🌟](https://www.youtube.com/watch?v=SyRZe5YVCVk) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [learnk8s.io/authentication-kubernetes: User and workload identities in Kubernetes 🌟🌟🌟](https://learnkube.com/authentication-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [devopscube.com: How To Create Kubernetes Service Account For API Access](https://devopscube.com/kubernetes-api-access-service-account) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [learnk8s.io: Limiting access to Kubernetes resources with RBAC 🌟🌟🌟](https://learnkube.com/rbac-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [learnk8s.io: Authentication between microservices using Kubernetes identities 🌟](https://learnkube.com/microservices-authentication-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [thenewstack.io: 6 Kubernetes Security Best Practices 🌟](https://thenewstack.io/6-kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [spectrocloud.com: Kubernetes security best practices: 5 easy ways to cut risk](https://www.spectrocloud.com/blog/kubernetes-security-best-practices-5-easy-ways-to-cut-risk) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [semaphoreci.com: Secure Your Kubernetes Deployments](https://semaphore.io/blog/kubernetes-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [istio.io: Learn Microservices using Kubernetes and Istio 🌟](https://istio.io/latest/docs/examples/microservices-istio) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [infracloud.io: 3 Autoscaling Projects to Optimise Kubernetes Costs](https://www.infracloud.io/blogs/3-autoscaling-projects-optimising-kubernetes-costs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [cast.ai: Guide to Kubernetes autoscaling for cloud cost optimization 🌟](https://cast.ai/blog/guide-to-kubernetes-autoscaling-for-cloud-cost-optimization) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler](https://www.clickittech.com/devops/kubernetes-autoscaling) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [infracloud.io: Kubernetes Autoscaling with Custom Metrics (updated) 🌟](https://www.infracloud.io/blogs/kubernetes-autoscaling-custom-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.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)** [bitnami/cluster-autoscaler](https://hub.docker.com/r/bitnami/cluster-autoscaler) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [DigitalOcean Kubernetes: DOKS Cluster Autoscaler](https://docs.digitalocean.com/products/kubernetes/how-to/autoscale) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk, KEDA does](https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [thenewstack.io: Sidecars are Changing the Kubernetes Load-Testing Landscape](https://thenewstack.io/sidecars-are-changing-the-kubernetes-load-testing-landscape) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [weave.works: Weave Kubernetes Platform](https://www.weave.works) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [devopsera.com: How to Structure Directories in a GitOps Repository for the Best User-Friendliness and Flexibility](https://devopsera.com/2023/06/how-to-structure-directories-in-a-gitops-repository-for-the-best-user-friendliness-and-flexibility) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [opensourceforu.com: Embracing Progressive Delivery In Kubernetes With GitOps](https://www.opensourceforu.com/2023/10/embracing-progressive-delivery-in-kubernetes-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [dailymotion-oss.github.io/octopilot: Octopilot](https://dailymotion-oss.github.io/octopilot) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [youtube.com: GitOps Guide to the Galaxy 🌟🌟🌟](https://www.youtube.com/playlist?list=PLbMP1JcGBmSGKO8UreWpOBOhCqilejhtd) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.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](./react.md)*
-  - **(2023)** [cloud.google.com: configuring_with_snippets 🌟](https://docs.cloud.google.com/code/docs/vscode/yaml-editing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2023)** [appsecengineer.com: Kubernetes Policy Management with Kyverno](https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2023)** [AWS CloudFormation introduces Git management of stacks](https://aws.amazon.com/about-aws/whats-new/2023/11/aws-cloudformation-git-management-stacks) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - **(2023)** [openproject.org: How to create, configure and manage your projects with OpenProject](https://www.openproject.org/blog/create-configure-manage-projects-openproject) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2023)** [martinfowler.com](https://martinfowler.com/articles/evodb.html) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - **(2023)** [vitalflux.com: 15 Tricky DevOps Architect Interview Questions & Answers](https://vitalflux.com/devops-architect-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - **(2023)** [New – Visualize Your VPC Resources from Amazon VPC Creation Experience](https://aws.amazon.com/blogs/aws/new-visualize-your-vpc-resources-from-amazon-vpc-creation-experience) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Amazon CloudFront announces one-click security protections](https://aws.amazon.com/about-aws/whats-new/2023/05/amazon-cloudfront-one-click-security-protections) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Amazon CloudWatch now supports high resolution metric extraction from structured logs](https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-cloudwatch-high-resolution-metric-extraction-structured-logs) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [AWS SAM CLI introduces β€˜sam list’ command to inspect AWS SAM resources](https://aws.amazon.com/about-aws/whats-new/2023/02/aws-sam-cli-sam-list-command-inspect-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Amazon GuardDuty now available in AWS Europe (Spain) Region](https://aws.amazon.com/about-aws/whats-new/2023/02/amazon-guardduty-aws-europe-spain-region) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [AWS Network Firewall now supports tag-based resource groups](https://aws.amazon.com/about-aws/whats-new/2023/02/aws-network-firewall-tag-based-resource-groups) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Amazon Detective adds graph visualization for interactive security investigations](https://aws.amazon.com/about-aws/whats-new/2023/03/amazon-detective-graph-visualization-interactive-security-investigations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [AWS WAF enhances rate-based rules to support request headers and composite keys](https://aws.amazon.com/about-aws/whats-new/2023/05/aws-waf-rate-based-rules-request-headers-composite-keys) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Temporary elevated access management with IAM Identity Center](https://aws.amazon.com/blogs/security/temporary-elevated-access-management-with-iam-identity-center) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Announcing the ability to enable AWS Systems Manager by default across all EC2 instances in an account](https://aws.amazon.com/about-aws/whats-new/2023/02/enable-aws-systems-manager-default-all-ec2-instances-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [AWS Config supports recording exclusions by resource type](https://aws.amazon.com/about-aws/whats-new/2023/06/aws-config-recording-exclusions-resource-type) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [New – AWS DMS Serverless: Automatically Provisions and Scales Capacity for Migration and Data Replication](https://aws.amazon.com/blogs/aws/new-aws-dms-serverless-automatically-provisions-and-scales-capacity-for-migration-and-data-replication) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [Amazon EKS now supports Kubernetes version 1.25](https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-version-1-25) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2023)** [AWS en EspaΓ±a](https://aws.amazon.com/es/local/spain) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-spain.md)*
-  - **(2023)** [AWS Transit Gateway is now available in Europe (Spain) Region](https://aws.amazon.com/about-aws/whats-new/2023/04/aws-transit-gateway-europe-spain-region) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-spain.md)*
-  - **(2023)** [blog.hubspot.es: Matriz RACI: quΓ© es y cΓ³mo utilizarla para asignar responsabilidades](https://blog.hubspot.es/marketing/matriz-raci) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [creately.com: A Step By Step Guide to Set KPIs for Team Members](https://creately.com/guides/how-to-set-kpis-for-team-members) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [atlassian.com: Kanban vs. Scrum](https://www.atlassian.com/agile/kanban/kanban-vs-scrum) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [swarmia.com/build: Build Elements of an Effective Software Organization](https://www.swarmia.com/build) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [blog.hubspot.es: MVP: 3 pasos para desarrollar un Producto mΓ­nimo viable](https://blog.hubspot.es/sales/producto-minimo-viable) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [learn.cantrill.io 🌟](https://learn.cantrill.io) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.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-training.md)*
-  - **(2023)** [A curated list of AWS resources to prepare for the AWS Certifications](https://gist.github.com/leonardofed) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2023)** [AWS Certified Solutions Architect Professional – Study Guide](https://blue-clouds.com/category/study-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2023)** [explore.skillbuilder.aws/learn: AWS Skill Builder 🌟](https://skillbuilder.aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2023)** [Schedule an Exam](https://aws.amazon.com/certification/certification-prep/testing) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2023)** [awscerts.slack.com](https://awscerts.slack.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.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)** [cloud.google.com: Google Cloud Deploy, now GA, makes it easier to do continuous delivery to GKE](https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-now-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2022)** [infoq.com: Google's Managed Continuous Delivery Service for Kubernetes Moves to GA](https://www.infoq.com/news/2022/02/google-cloud-deploy) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2022)** [A hybrid cloud-native DevSecOps pipeline with JFrog Artifactory and GKE on-prem 🌟](https://docs.cloud.google.com/architecture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2022)** [devops.com: The DevOps Journey: Continuous Mindset Starts With Cultural Change](https://devops.com/the-evolving-devops-journey-continuous-mindset-starts-with-cultural-change) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [linkedin.com/pulse: Is DevOps just system administration repackaged?](https://www.linkedin.com/pulse/devops-just-system-administration-repackaged-gianluca-mascolo) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [umbrellainfocare.com: Cloud and DevOps are Made for Each Other](https://www.umbrellainfocare.com/blogs/cloud-and-devops-are-made-for-each-other) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [devops.com: 11 Steps to a Successful DevOps Career](https://devops.com/11-steps-to-a-successful-devops-career) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [orange-quarter.com: Upskill yourself with these 5 DevOps resources](https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [redhat.com: Red Hat automation glossary 🌟](https://www.redhat.com/en/blog/red-hat-automation-glossary) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [thenewstack.io: DevOps Burnout? Try Platform Engineering](https://thenewstack.io/devops-burnout-try-platform-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [reviewnprep.com: DevOps Basics](https://reviewnprep.com/blog/devops-basics) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [dev.to: How I learn new technologies as a DevOps Engineer (without being overwhelmed πŸ‘) | TechWorld with Nana](https://dev.to/techworld_with_nana/how-i-learn-new-technologies-as-a-devops-engineer-without-being-overwhelmed--495e) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [itnext.io: DevOps Big Picture (On-Premises)](https://itnext.io/devops-big-picture-on-premises-d07f61d6c34c) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [infoworld.com: How multicloud changes devops](https://www.infoworld.com/article/2337920/how-multicloud-changes-devops.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [youtube playlist: Ansible Tutorial - by Thetips4you 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-al0Knm1A0eEXfGyd5kCi16p) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [salaboy.com: The Challenges of Platform Building on Top of Kubernetes 4/4](https://www.salaboy.com/2022/11/28/the-challenges-of-platform-building-on-top-of-kubernetes-4-4) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2022)** [github.com/kubernetes-course/container_workshops](https://github.com/kubernetes-course/container_workshops) [COMMUNITY-TOOL] [SHELL/DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory](https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/AdminTurnedDevOps/kubernetes-in-production-examples](https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [grafana.com: How Istio, Tempo, and Loki speed up debugging for microservices](https://grafana.com/blog/how-istio-tempo-and-loki-speed-up-debugging-for-microservices) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [itnext.io: OpenTelemetry β€” Understanding SLI and SLO with OpenTelemetry Demo](https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [piomin/sample-spring-microservices-kubernetes: Microservices with Spring' Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com 🌟](https://github.com/piomin/sample-spring-microservices-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/AdminTurnedDevOps/kubernetes-examples](https://github.com/AdminTurnedDevOps/kubernetes-examples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/stacksimplify/aws-eks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/aws-eks-kubernetes-masterclass) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.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)** [gitlab.com/redhatdemocentral 🌟](https://gitlab.com/redhatdemocentral) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [gitlab.com/redhatdemocentral: Healthcare](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples/-/blob/main/healthcare.adoc) [COMMUNITY-TOOL] [ASCIIDOC CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [terraform.collabnix.com](https://collabnix.github.io/terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 2 CI/CD](https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel, or out of order](https://about.gitlab.com/blog/basics-of-gitlab-ci-updated) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster](https://about.gitlab.com/blog/gitops-with-gitlab-connecting-the-cluster) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [spring-petclinic.github.io](https://spring-petclinic.github.io) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos](https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC) with Debezium, Apicurio, and Kafka Connect on AWS](https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [ably.com: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably](https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [codeopinion.com: Troubleshooting Kafka with 2000 Microservices](https://codeopinion.com/troubleshooting-kafka-with-2000-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [docker-compose-tpg: Telegraf + Prometheus + Grafana Local Testing Environments](https://github.com/xiaopeng163/docker-compose-tpg) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and GitHub Actions](https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [itnext.io: Github: Github Actions overview and ArgoCD deployment example](https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools](https://judebantony.github.io/cicd-github-action-example) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [codeproject.com: Making a Simple Data Pipeline Part 4: CI/CD with GitHub Actions](https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and AWS](https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [dev.to/aws-builders: From Scratch: OIDC Providers](https://dev.to/aws-builders/from-scratch-oidc-providers-252d) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [harness.io: Kubernetes Mistakes: A Beginner’s Guide To Avoiding Common Pitfalls](https://www.harness.io/blog/kubernetes-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cloud.google.com: Kubernetes Best Practices](https://cloud.google.com/blog/products/containers-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [fairwinds.com: An Intro to Kubernetes Best Practices: Start Your K8s Right](https://www.fairwinds.com/blog/intro-kubernetes-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [collabnix.com: 10 Kubernetes Best Practices to Get You Started](https://collabnix.com/10-kubernetes-best-practices-to-get-you-started) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [freecodecamp.org: How to Make Your Enterprise Kubernetes Environment Secure, Efficient, and Reliable](https://www.freecodecamp.org/news/make-your-kubernetes-environment-secure-efficient-reliable) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [techbeacon.com: 5 Best Practices for Deploying Kubernetes](https://techbeacon.com/enterprise-it/5-best-practices-deploying-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [geekflare.com: Diez mejores prΓ‘cticas de Kubernetes para una mejor orquestaciΓ³n de contenedores](https://geekflare.com/es/kubernetes-best-practices) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [techbeacon.com: Why teams fail with Kubernetesβ€”and what to do about it](https://techbeacon.com/enterprise-it/why-teams-fail-kubernetes-what-do-about-it) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)** [Centralized Add-on Management Across N Kubernetes Clusters](https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [**Optimize** Kubernetes cluster management with these 5 tips](https://www.techtarget.com/searchitoperations/feature/Optimize-Kubernetes-cluster-management-with-these-5-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: Kubernetes: Use PodDisruptionBudgets for Application Maintenance and Upgrades](https://thenewstack.io/kubernetes-use-poddisruptionbudgets-for-application-maintenance-and-upgrades) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [rancher.com: Gain Better Visibility into Kubernetes Cost Allocation](https://www.suse.com/c/rancher_blog/gain-better-visibility-into-kubernetes-cost-allocation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: 5 Best Practices for Configuring Kubernetes Pods Running in Production](https://thenewstack.io/5-best-practices-for-configuring-kubernetes-pods-running-in-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [komodor.com: Four Best Practices to Migrate to Kubernetes (Part 1)](https://komodor.com/blog/best-practices-to-migrate-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [youtube: Common Kubernetes Mistakes - CPU and Memory Requests (part 1) | Robusta](https://www.youtube.com/watch?v=_nknHwTKlh8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [padok.fr: Kubernetes’ Architecture: Understanding the components and structure of clusters 🌟](https://www.theodo.com/en-fr/blog/kubernetes-architecture-understanding-the-components-and-structure-of-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: Working with kubernetes configmaps, part 1: volume mounts](https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace283f5aa) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: How to Make the Most of Kubernetes Environment Variables](https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables) [COMMUNITY-TOOL] [YAML CONTENT] 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)** [devopscube.com: 10 Key Considerations for Kubernetes Cluster Design & Setup 🌟](https://devopscube.com/key-considerations-kubernetes-cluster-design-setup) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [redhat.com: Kubernetes architecture: How to use hierarchical namespaces for multiple tenants](https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Kubernetes Multi-Tenancy: Why Virtual Clusters Are The Best Solution](https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.joshgav.com: Clusters for all! - 16 May 2022 on Multitenancy, Clusters](https://blog.joshgav.com/posts/cluster-level-multitenancy) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: Avoiding the Pitfalls of Multitenancy in Kubernetes](https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [infracloud.io: Introduction to Multi-Tenancy in Kubernetes](https://www.infracloud.io/blogs/multi-tenancy-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Multi-Tenant Kubernetes Clusters: Challenges and Useful Tooling](https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cast.ai: Kubernetes Namespace: How To Use It To Organize And Optimize Costs](https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters](https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-clusters) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [enterprisersproject.com: A 15-minute primer on Kubernetes](https://enterprisersproject.com/article/2022/11/15-minute-primer-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blogs.opentext.com: Understanding Kubernetes within containers](https://blogs.opentext.com/understanding-kubernetes-within-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.frankel.ch: Back to basics: accessing Kubernetes pods](https://blog.frankel.ch/basics-access-kubernetes-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cloudhero.io](https://cloudhero.io/creating-users-for-your-kubernetes-cluster) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.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)** [nunoadrego.com: Abusing Pod Priority](https://nunoadrego.com/posts/abusing-pod-priority) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [auth0.com: Shhhh... Kubernetes Secrets Are Not Really Secret!](https://auth0.com/blog/kubernetes-secrets-management) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to: A Detailed Brief About Offence and Defence on Cloud Security - Etcd Risks](https://dev.to/tutorialboy/a-detailed-brief-about-offence-and-defence-on-cloud-security-etcd-risks-4h02) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cloudogu.com: Kubernetes least privilege implementation using the Google Cloud as an axample](https://platform.cloudogu.com/en/blog/kubernetes-least-privilege-gcp-example) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [armosec.io: How to avoid Kubernetes misconfigurations](https://www.armosec.io/blog/kubernetes-misconfigurations) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Docker Compose to Kubernetes: Step-by-Step Migration 🌟](https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migration) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [linuxtechi.com: How to Setup Private Docker Registry in Kubernetes (k8s)](https://www.linuxtechi.com/setup-private-docker-registry-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [kinsta.com: Kubernetes vs Docker: The Difference Explained](https://kinsta.com/blog/kubernetes-vs-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [sysdig.com: How to monitor etcd](https://www.sysdig.com/blog/monitor-etcd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: How etcd works with and without Kubernetes](https://learnkube.com/etcd-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [neonmirrors.net: Reducing Pod Volume Update Times](https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: Scaling Celery workers with RabbitMQ on Kubernetes](https://learnkube.com/scaling-celery-rabbitmq-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [getambassador.io: Kubernetes Annotations and Labels: What’s the Difference?](https://landing.gravitee.io/gravitee-edge-stack-unified-api-visibility-and-governance) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [CKAD Example Question with Tips & Tricks](https://www.youtube.com/watch?v=wHha-Q3XVOg&ab_channel=DanLister) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [mattias.engineer/courses/kubernetes: Certified Kubernetes Application Developer (CKAD)](https://mattias.engineer/courses/kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [bytes.devopscube.com: Kubernetes Pod Priority & Preemption](https://bytes.devopscube.com/p/pod-priority-preemption-explained) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cast.ai: Kubernetes Labels: Expert Guide with 10 Best Practices](https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [deepsource.io: Breaking down zero downtime deployments in Kubernetes](https://deepsource.com/blog/zero-downtime-deployment) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [komodor.com: Kubernetes Liveness Probes: A Practical Guide](https://komodor.com/learn/kubernetes-liveness-probes-a-practical-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [datree.io: 6 Best Practices for Effective Readiness and Liveness Probes](https://www.datree.io/resources/kubernetes-readiness-and-liveness-probes-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: Kubernetes Probes (and Why They Matter for Autoscaling) 🌟](https://thenewstack.io/kubernetes-probes-and-why-they-matter-for-autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cloudtechtwitter.com: Kubernetes Quality of Service (QoS) class](https://www.cloudtechtwitter.com/2022/04/kubernetes-quality-of-service-qos-class.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [learnk8s.io: Setting the right requests and limits in Kubernetes 🌟](https://learnkube.com/setting-cpu-memory-limits-requests) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to/pavanbelagatti: Learn How to Set Kubernetes Resource Requests and Limits](https://dev.to/pavanbelagatti/learn-how-to-set-kubernetes-resource-requests-and-limits-23n2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [sosiv.io: A Deep Dive into Kubernetes Resource Requests and Limits](https://sosiv.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: How to Set Up Kubernetes Requests and Limits](https://www.vcluster.com/blog/how-to-set-up-kubernetes-requests-and-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [sysdig.com: Kubernetes capacity planning: How to rightsize the requests of your cluster](https://www.sysdig.com/blog/kubernetes-capacity-planning) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [sysdig.com: How to rightsize the Kubernetes resource limits](https://www.sysdig.com/blog/kubernetes-resource-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to: Kubernetes Capacity and Resource Management: It's Not What You Think It Is 🌟](https://dev.to/mkdev/kubernetes-capacity-and-resource-management-its-not-what-you-think-it-is-1oik) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: Memory Request + Limit in Kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/memory-requests-and-limits-in-kubernetes-1c9cd573b3ab) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: CPU Request + Limit in Kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/cpu-limits-and-requests-in-kubernetes-fa9d55948b7c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [wbhegedus.me: Demystifying Kubernetes CPU Limits (and Throttling)](https://wbhegedus.me/understanding-kubernetes-cpu-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [foxutech.com: Kubernetes Namespace Resource Quota and Limits 🌟](https://foxutech.com/kubernetes-namespace-resource-quota-and-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [dev.to: Impacts Of Not Setting Requests, Limits, and Quotas | Michael Levan](https://dev.to/thenjdevopsguy/impacts-of-not-setting-requests-limits-and-quotas-5f4b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [community.ops.io: Pod rebalancing and allocations in Kubernetes 🌟](https://community.ops.io/danielepolencic/pod-rebalancing-and-allocations-in-kubernetes-4kim) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [infracloud.io: Kubernetes Cost Reporting using Kubecost](https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [ubuntu.com: Kubernetes Fully Managed – half the cost of AWS](https://ubuntu.com/blog/managed-kubernetes-cheaper-than-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [How to track costs in multi-tenant Amazon EKS clusters using Kubecost](https://aws.amazon.com/blogs/containers/how-to-track-costs-in-multi-tenant-amazon-eks-clusters-using-kubecost) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: Manage Multicluster Kubernetes with Operators](https://thenewstack.io/manage-multicluster-kubernetes-with-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: Architecting Kubernetes clusters β€” choosing a worker node size](https://itnext.io/architecting-kubernetes-clusters-choosing-a-worker-node-size-b3729cc0c78f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: Architecting Kubernetes clusters β€” choosing a cluster size](https://itnext.io/architecting-kubernetes-clusters-choosing-a-cluster-size-92f6feaa2908) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [docs.google.com - learnk8s.io: Research on the trade offs when choosing an instance type for a kubernetes cluster](https://docs.google.com/spreadsheets/d/1yhkuBJBY2iO2Ax5FcbDMdWD5QLTVO6Y_kYt_VumnEtI/edit) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: A Deep Dive into Architecting a Kubernetes Infrastructure](https://thenewstack.io/a-deep-dive-into-architecting-a-kubernetes-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [platform9.com: Difference Between multi-cluster, multi-master, multi-tenant & federated Kubernetes](https://platform9.com/blog/difference-between-multi-cluster-multi-master-multi-tenant-federated-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: 4 ways to run kubernetes in production](https://thenewstack.io/4-ways-to-run-kubernetes-in-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [darumatic.com: Improve Kubectl Command with Krew](https://darumatic.com/blog/improve_kubectl_command_with_krew) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [aquasec.com: Kubernetes Federation: The Basics and a 5-Step Tutorial](https://www.aquasec.com/cloud-native-academy/kubernetes-in-production/kubernetes-federation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cynet.com: Incident Report Plan (IRP)](https://www.cynet.com/incident-response/incident-response-plan) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [invensislearning.com: Infrastructure as a Code Tutorial: How it Works, Types, and Best Practices](https://www.invensislearning.com/blog/infrastructure-as-a-code-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [agileconnection.com: Infrastructure as Code: The Foundation of Effective DevOps](https://www.stickyminds.com) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [redhat.com: Pull vs. push in automated VM provisioning: What you need to know](https://www.redhat.com/en/blog/pull-push-provisioning-cicd) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [thenewstack.io: Infrastructure-as-Code: Increase Security, Scale Development](https://thenewstack.io/infrastructure-as-code-increase-security-scale-development) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [alpacked.io: Infrastructure as Code in DevOps 🌟](https://alpacked.io/blog/infrastructure-as-code-for-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [thenewstack.io: GUIs, CLI, APIs: Learn Basic Terms of Infrastructure-as-Code](https://thenewstack.io/guis-cli-apis-learn-basic-terms-of-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [thenewstack.io: Struggling with IT Staff Leaving? Try Infrastructure as Code 🌟](https://thenewstack.io/struggling-with-it-staff-leaving-try-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [thenewstack.io: Infrastructure as Code or Cloud Platforms β€” You Decide!](https://thenewstack.io/infrastructure-as-code-or-cloud-platforms-you-decide) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [techcommunity.microsoft.com: Infrastructure as Code (IaC): Comparing the Tools](https://techcommunity.microsoft.com/blog/itopstalkblog/infrastructure-as-code-iac-comparing-the-tools/3205045) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2022)** [ansible.com: Providing Terraform with that Ansible Magic 🌟🌟](https://www.redhat.com/en/blog/providing-terraform-with-that-ansible-magic) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [youtube: GitOps for infrastructure using GitHub and Terraform Cloud 🌟](https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [build5nines.com: What is The HashiCorp Infrastructure Cloud?](https://build5nines.com/what-is-the-hashicorp-infrastructure-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [octopus.com: Introduction to HCL and HCL tooling](https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thenewstack.io: Terraform’s Best Practices and Pitfalls](https://thenewstack.io/terraforms-best-practices-and-pitfalls) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thomasthornton.cloud: Using Terraform tfvars for environment-agnostic deployments 🌟](https://thomasthornton.cloud/using-terraform-tfvars-for-environment-agnostic-deployments) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring a retention period using Terraform](https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [freecodecamp.org: What is Terraform? Learn Terraform and Infrastructure as Code](https://www.freecodecamp.org/news/what-is-terraform-learn-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [terraform-infraestructura.readthedocs.io](https://terraform-infraestructura.readthedocs.io/es/latest) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [devblogs.microsoft.com: What is infrastructure as code? 🌟](https://devblogs.microsoft.com/devops/what-is-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [acloudguru.com: How to use Terraform outputs and inputs](https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [k21academy.com: Why Terraform? Not Chef, Ansible, Puppet, CloudFormation? 🌟](https://k21academy.com/terraform/why-terraform-not-chef-ansible-puppet-cloudformation) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.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)** [accurics.com: Terraform Security: Improving IaC Scans with Terraform Plan Output](https://www.tenable.com/cloud-security/products/cnapp) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [acloudguru.com: Securing your multi-cloud Terraform pipelines with policy-as-code](https://www.pluralsight.com/resources/blog/cloud/securing-your-multi-cloud-terraform-pipelines-with-policy-as-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.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)** [thenewstack.io: Terraform on AWS: Multi-Account Setup and Other Advanced Tips](https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [infoq.com: HashiCorp Terraform AWS Provider Introduces Significant Changes to Amazon S3 Bucket Resource](https://www.infoq.com/news/2022/02/terraform-aws-provider-s3) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [aws.amazon.com: Save time with automated security checks of your Terraform scripts](https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [youtube: Three tier architecture using Terraform in AWs](https://www.youtube.com/watch?v=3uDxwNOtilU) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [itnext.io: How to Design and Provision a Production-Ready EKS Cluster](https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [hackernoon.com: Exporting Your GKE Cluster to Terraform Cloud: A Guide with Challenges and Solutions](https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-with-challenges-and-solutions) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Dzone: Platform as Code With Openshift and Terraform](https://dzone.com/articles/platform-as-code-with-openshift-amp-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [techcommunity.microsoft.com: Can I create an Azure Red Hat OpenShift cluster in Terraform? Yes, you can!](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes-you-can/3670889) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [hodovi.cc: Creating a Low Cost Managed Kubernetes Cluster for Personal Development using Terraform](https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-development-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [architect.io: Get started with the Terraform Kubernetes provider](https://loopholelabs.io) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [releasehub.com: Terraform Kubernetes Deployment: A Detailed Walkthrough](https://release.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [github.com/thomast1906/terraform-on-azure](https://github.com/thomast1906/terraform-on-azure) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Announcing Azure Terrafy and AzAPI Terraform Provider Previews](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azure-terrafy-and-azapi-terraform-provider-previews/3270937) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [itnext.io: My Journey to HashiCorp Certified: Terraform Associate](https://itnext.io/my-journey-to-hashicorp-certified-terraform-associate-f91f397a01e0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [dkrallis.wordpress.com: How to create an OpenShift Cluster in Azure and how you can interact with Azure DevOps environment – Part A](https://dkrallis.wordpress.com/2022/11/25/how-to-create-an-openshift-cluster-in-azure-and-how-you-can-interact-with-azure-devops-environment-part-a) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [OpenShift Registry & Quay](https://nubenetes.com/registries/) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [github.com: OKD 4 Roadmap](https://github.com/openshift/community/blob/master/ROADMAP.md) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.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)** [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)** [Networking Cheat Sheet](https://nubenetes.com/networking/) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [opensource.com: JupyterLab cheat sheet](https://opensource.com/downloads/jupyterlab-cheat-sheet) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part 2](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [Fully Automated Management of Egress IPs with the egressip-ipam-operator 🌟](https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift.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)** [rapidapi.com:What is OAuth2.0?](https://rapidapi.com/guides/oath2-0) [COMMUNITY-TOOL] β€” *Go to [Section](./oauth.md)*
-  - **(2022)** [freecodecamp.org: How to Implement an OAuth2 Resource Server with Spring Security](https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./oauth.md)*
-  - **(2022)** [curity.io: OAuth 2.0 Overview](https://curity.io/resources/learn/oauth-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./oauth.md)*
-  - **(2022)** [curity.io: OpenID Connect Overview](https://curity.io/resources/learn/openid-connect-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./oauth.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)** [linkedin: Jenkins Server setup with dynamic worker nodes](https://www.linkedin.com/pulse/jenkins-server-setup-dynamic-worker-nodes-shishir-khandelwal) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [itnext.io/tagged/jenkins-x](https://itnext.io/tagged/jenkins-x) [COMMUNITY-TOOL] 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)** [lambdatest.com: How To Set Jenkins Pipeline Environment Variables? 🌟](https://www.testmuai.com/blog/set-jenkins-pipeline-environment-variables-list) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [camunda.com: How We Overcame Long-Running Job Limitations in Jenkins Declarative Pipelines](https://camunda.com/blog/2022/02/how-we-overcame-long-running-job-limitations-in-jenkins-declarative-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [Defines a Groovy CPS DSL definition: pipelineJob definition cps script](https://jenkinsci.github.io/job-dsl-plugin) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [influxdb-templates](https://www.influxdata.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [dev.to: Great GitHub repositories that developers love](https://dev.to/swordheath/great-github-repositories-that-developers-love-1g97) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2022)** [foojay.io: Top 10 Java Language Features](https://foojay.io/today/top-10-java-language-features) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [java-success.com: 01: Q07 – Q12 Java Micro & Web services Interview Q&As](https://www.java-success.com/microservices-interview-questions) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javatechonline.com: Making Java easy to learn - OOPs Design Principles](https://javatechonline.com/oops-principles-oops-design-principles) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [Best Java Frameworks Solutions](https://www.peerspot.com/categories/java-frameworks) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [dev.to: 5 Best Java Frameworks to Learn in 2022 for Microservices and Cloud Native Development](https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [geeksforgeeks.org: Best way to master spring boot , a complete roadmap](https://www.geeksforgeeks.org/springboot/best-way-to-master-spring-boot-a-complete-roadmap) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javarevisited.blogspot.com: How to log SQL statements in Spring Boot? Example Tutorial](https://javarevisited.blogspot.com/2022/02/how-to-log-sql-statements-in-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javatechonline.com: How To Work With Apache Kafka In Spring Boot?](https://javatechonline.com/how-to-work-with-apache-kafka-in-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javaguides.net: Event-Driven Microservices using Spring Boot and Kafka](https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [piotrminkowski.com: Distributed Transactions in Microservices with Kafka Streams and Spring Boot](https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java Developers](https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [developer.okta.com: Build REST APIs and Native Java Apps with Helidon](https://developer.okta.com/blog/2022/01/06/native-java-helidon) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [learning-devops-tools-with-nandita.blogspot.com: Overview of Ansible and Ansible Playbooks](https://learning-devops-tools-with-nandita.blogspot.com/2022/08/overview-of-ansible-and-ansible.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [redhat.com/sysadmin/ansible-lists-dictionaries-yaml: How to work with lists and dictionaries in Ansible 🌟](https://www.redhat.com/en/blog/ansible-lists-dictionaries-yaml) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [developers.redhat.com: How to install VMs and Ansible Automation Platform on Mac M1](https://developers.redhat.com/articles/2022/10/25/how-install-vms-and-ansible-automation-platform-mac-m1) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [steampunk.si: Let us give Ansible a REST](https://steampunk.si/blog/let-us-give-ansible-a-rest) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [redhat.com: Redefining the possibilities of IT automation across your ecosystem with Red Hat partners](https://www.redhat.com/en/blog/redefining-possibilities-it-automation-across-your-ecosystem-red-hat-partners) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [opensource.com: 9 ways to learn Ansible this year 🌟](https://opensource.com/article/22/1/learn-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [Ansible Let's Encrypt Collection](https://www.telekom-mms.com/blog) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [ansible.com: The Top 10 Ansible Blogs of 2022](https://www.redhat.com/en/blog/top-10-ansible-blogs-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes](https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [adamtheautomator.com: How to Use the Ansible Kubernetes Module](https://adamtheautomator.com/ansible-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [dynatrace.com: Achieve faster time to value by deploying thousands of OneAgents at once with Ansible (Preview)](https://www.dynatrace.com/platform/oneagent) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [thenewstack.io: Simple Load Testing with GitHub Actions](https://thenewstack.io/simple-load-testing-with-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2022)** [softwaretestingmagazine.com: Learning JMeter : Documentation, Tutorials, Videos](https://www.softwaretestingmagazine.com/tools/learning-jmeter-documentation-tutorials-videos) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2022)** [GitHub Copilot is generally available to all developers](https://github.blog/news-insights/product-news/github-copilot-is-generally-available-to-all-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya estΓ‘ disponible para todos: cuΓ‘nto cuesta y quienes lo pueden usar gratis](https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [genbeta.com: Ya hay organizaciones pro-software libre abandonando GitHub por su uso comercial de proyectos open source en Copilot](https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [xataka.com: Copilot es una revoluciΓ³n para programadores (pero tambiΓ©n un potencial problema legal para Microsoft)](https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: What is Git? A Beginner's Guide to Git Version Control](https://www.freecodecamp.org/news/what-is-git-learn-git-version-control) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [c-sharpcorner.com: Top 15 Git Commands With Examples For Every DevelopersπŸ’ͺ](https://www.c-sharpcorner.com/article/top-15-git-commands-with-examples-for-every-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [java67.com: Top 10 Free Git Courses and Tutorials for Beginners in 2022 - Best of Lot](https://www.java67.com/2022/07/10-best-free-git-courses-and-tutorials.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [opensource.com: Make your own Git subcommands](https://opensource.com/article/22/4/customize-git-subcommands) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [geeksforgeeks.org: How to Write Good Commit Messages in GitHub?](https://www.geeksforgeeks.org/git/how-to-write-good-commit-messages-in-github) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: How to Use Git and Git Workflows – a Practical Guide](https://www.freecodecamp.org/news/practical-git-and-git-workflows) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [thenewstack.io: Development: Introduction to Git Logging](https://thenewstack.io/development-introduction-to-git-logging) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [cloudbees.com: Git Push: An In-Depth Tutorial With Examples](https://www.cloudbees.com/blog/git-push-an-in-depth-tutorial-with-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [opensource.com: My guide to using the Git push command safely](https://opensource.com/article/22/4/git-push) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [simplilearn.com: How to Resolve Merge Conflicts in Git?](https://www.simplilearn.com/tutorials/git-tutorial/merge-conflicts-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitlab.com: How to do GitLab merge request reviews in VS Code](https://about.gitlab.com/blog/mr-reviews-with-vs-code) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitlab.com: GitLab’s guide to CI/CD for beginners](https://about.gitlab.com/blog/beginner-guide-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: How we used parallel CI/CD jobs to increase our productivity](https://about.gitlab.com/blog/using-run-parallel-jobs) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: How to use GitLab CI to deploy to multiple environments](https://about.gitlab.com/blog/ci-deployment-and-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./git.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)** [github.blog: Git Credential Manager: authentication for everyone](https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [How to Get More Out of Your Git Commit Message](https://www.datree.io/resources/git-commit-message) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [sapling-scm.com](https://sapling-scm.com/docs/introduction) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [blog.kubesimplify.com: Moving code between GIT repositories with Copybara | Daniele Polencic](https://blog.kubesimplify.com/moving-code-between-git-repositories-with-copybara) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: DevOps with GitLab CI Course 🌟](https://www.freecodecamp.org/news/devops-with-gitlab-ci-course) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [testmo.com: GitLab CI/CD Test Automation Pipeline & Reporting](https://www.testmo.com/guides/gitlab-ci-test-automation) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [itnext.io: Managing multiple Kubernetes clusters using Git 🌟](https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [infoq.com: How GitHub Does DevOps for its iOS and Android Apps](https://www.infoq.com/news/2022/01/GitHub-devops-mobile-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [blog.gskinner.com: Flutter: Easily add CI testing with GitHub Actions](https://blog.gskinner.com/archives/2022/01/flutter-easily-add-ci-testing-with-github-actions.html) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [devblogs.microsoft.com: .NET πŸ’œ GitHub Actions](https://devblogs.microsoft.com/dotnet/dotnet-loves-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [github.blog: 5 automations every developer should be running](https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.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.blog: 10 GitHub Actions resources to bookmark from the basics to CI/CD](https://github.blog/developer-skills/github/10-github-actions-resources-basics-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for debugging)](https://fleetdm.com/engineering/tips-for-github-actions-usability) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [build5nines.com: How to Determine URL a Local Git Repository was Originally Cloned From](https://build5nines.com/how-to-determine-url-a-local-git-repository-was-originally-cloned-from) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [dev.to: How to Use Git Stash Command](https://dev.to/mwafrika/how-to-use-git-stash-command-22bk) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [gitkraken.com: How do you rename a Git branch?](https://www.gitkraken.com/learn/git/problems/rename-git-branch) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Checkout Remote Branch Tutorial](https://www.freecodecamp.org/news/git-checkout-remote-branch-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git List Branches – How to Show All Remote and Local Branch Names](https://www.freecodecamp.org/news/git-list-branches-how-to-show-all-remote-and-local-branch-names) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: How Git Branches Work](https://www.freecodecamp.org/news/how-git-branches-work) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Push to Remote Branch – How to Push a Local Branch to Origin](https://www.freecodecamp.org/news/git-push-to-remote-branch-how-to-push-a-local-branch-to-origin) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [opensource.com: Explaining Git branches with a LEGO analogy](https://opensource.com/article/22/4/git-branches) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [cloudbees.com: Git Squash: How to Condense Your Commit History](https://www.cloudbees.com/blog/git-squash-how-to-condense-your-commit-history) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git Squash Commits – Squashing the Last N Commits into One Commit](https://www.freecodecamp.org/news/git-squash-commits) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [build5nines.com: Git: Merge Repositories with History](https://build5nines.com/git-merge-repositories-with-history) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [opensource.com: My guide to understanding Git rebase -i](https://opensource.com/article/22/4/manage-git-commits-rebase-i-command) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING](https://jmfloreszazo.com/git-mejores-practicas-cherry-picking) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: How to Write Commit Messages that Project Maintainers Will Appreciate](https://www.freecodecamp.org/news/how-to-write-commit-messages-maintainers-will-like) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(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€” *Go to [Section](./git.md)*
-  - **(2022)** [dev.to: 3 Ways to Backup Your Code (Even If You Don’t Know Git)](https://dev.to/github/3-ways-to-backup-your-code-even-if-you-dont-know-git-1o5l) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [adevait.com: Creating a Branching Strategy for Small Teams](https://adevait.com/software/creating-branching-strategy) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: A new era of Kubernetes integrations on GitLab.com](https://about.gitlab.com/blog/gitlab-kubernetes-agent-on-gitlab-com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: GitLab’s Kubernetes Operator with support for Red Hat OpenShift is now generally available](https://about.gitlab.com/blog/open-shift-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: How to install and use the GitLab Kubernetes Operator (on OCP)](https://about.gitlab.com/blog/gko-on-ocp) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [about.gitlab.com: Simple Kubernetes management with GitLab](https://about.gitlab.com/blog/simple-kubernetes-management-with-gitlab) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [infoq.com: GitHub Codespaces Can Now Be Templated to Improve Performance](https://www.infoq.com/news/2022/02/github-codespaces-templates) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2022)** [freecodecamp.org: Git and GitHub Tutorial – Version Control for Beginners 🌟](https://www.freecodecamp.org/news/git-and-github-for-beginners) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2022)** [github.blog: Dependency graph now supports GitHub Actions](https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.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)** [datree.io: How to build a Helm plugin in minutes](https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo](https://www.harness.io/blog/helm-chart-repo) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [openshift.com: Introducing the Quarkus Helm Chart](https://www.redhat.com/en/blog/introducing-the-quarkus-helm-chart) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [boxunix.com: Developer’s Guide to Writing a Good Helm Chart](https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [Delve into Helm: Advanced DevOps](https://www.youtube.com/watch?v=cZ1S2Gp47ng) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [Continuously delivering apps to Kubernetes using Helm](https://www.youtube.com/watch?v=CmPK93hg5w8) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [DevOps with Azure, Kubernetes, and Helm](https://www.youtube.com/watch?v=INv-VCZvM_o) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [apiiro.com: Malicious Kubernetes Helm Charts can be used to steal sensitive information from Argo CD deployments](https://apiiro.com/blog/malicious-kubernetes-helm-charts-can-be-used-to-steal-sensitive-information-from-argo-cd-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [aws.amazon.com: Preventing Kubernetes misconfigurations using Datree](https://aws.amazon.com/blogs/containers/preventing-kubernetes-misconfigurations-using-datree) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [Sharing a NVIDIA GPU Between Pods in Kubernetes](https://www.cloudnativedeepdive.com/sharing-a-nvidia-gpu-between-pods-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [practicalkubernetes.blogspot.com: Making the case for Kubernetes Operators](https://practicalkubernetes.blogspot.com/2022/01/making-case-for-kubernetes-operators.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [kubeload - load testing](https://github.com/Efrat19/kubeload) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [Kdo: deployless development on Kubernetes 🌟](https://kdo.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [The Beginner’s Guide to the Ansible Inventory](https://www.packetcoders.io/the-beginners-guide-to-the-ansible-inventory) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD](https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [mperezco/forklift-configmap-service](https://github.com/mmmmmmpc/forklift-configmap-service) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Manifesto 🌟](https://gitlab.com/jackatbancast/manifesto) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [youtube: From Code to Cloud: Quality Kubernetes Deployments with Monokle' | Cloud Native Islamabad](https://www.youtube.com/watch?v=7IFAg782pf8) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Exploring Kubernetes Pods with Meshery](https://docs.meshery.io/guides/tutorials/kubernetes-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [vault-controller](https://github.com/gobins/vault-controller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [dev.to: Pixie: an X-ray Machine for Kubernetes Traffic](https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kingdonb/kubectl-exec-user](https://github.com/kingdonb/kubectl-exec-user) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [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)** [developers.redhat.com: 8 open source Kubernetes security tools](https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [containerjournal.com: 9 Open Source Developer Tools for Kubernetes](https://cloudnativenow.com/features/9-open-source-developer-tools-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [infoworld.com: 15 tools that make Kubernetes easier](https://www.infoworld.com/article/2265016/15-tools-that-make-kubernetes-easier.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [go-kubectx](https://github.com/aca/go-kubectx) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kube-exec 🌟](https://engineerd.github.io/kube-exec/introduction) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [kubedev 🌟](https://relferreira.github.io/kubedev) [COMMUNITY-TOOL] [GO 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)** [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)** [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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and Flux](https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [thomasthornton.cloud: Scout Suite reports using Azure DevOps Pipeline](https://thomasthornton.cloud/scout-suite-reports-using-azure-devops-pipeline) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.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)*
-  - **(2022)** [nubesgen.com](https://nubesgen.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [infoq.com: NubesGen Brings Git Push to Azure Infrastructure](https://www.infoq.com/news/2022/03/nubesgen-azure-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [blog.cloudtrooper.net: Overlapping IP addresses in a hub-and-spoke network (feat. AVNM & ARS)](https://blog.cloudtrooper.net/2022/11/14/overlapping-ip-addresses-in-a-hub-and-spoke-network-feat-avnm-ars) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [arinco.com.au: Awesome Azure Policy Chapter 1](https://arinco.com.au/blog/awesome-azure-policy-chapter-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [arinco.com.au: Awesome Azure Policy Chapter 2](https://arinco.com.au/blog/awesome-azure-policy-chapter-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [justinoconnor.codes: Azure Periodic Table of Resource Naming Convention Shorthands](https://justinoconnor.codes/2022/08/19/azure-periodic-table-of-resource-naming-convention-shorthands) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [thomasmaurer.ch: How To Learn Microsoft Azure in 2022](https://www.thomasmaurer.ch/2022/01/how-to-learn-microsoft-azure-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [mssqltips.com: Choosing Between SQL Server Integration Services and Azure Data Factory](https://www.mssqltips.com/sqlservertip/7094/azure-data-factory-vs-ssis-similarities-differences) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines](https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo from Azure DevOps Pipelines](https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [techcommunity.microsoft.com: Use PowerShell to search for accounts in Active Directory that have gone stale!](https://techcommunity.microsoft.com/discussions/windowsserver/use-powershell-to-search-for-accounts-in-active-directory-that-have-gone-stale/3585934) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [blog.yannickreekmans.be: Secretless applications: add permissions to a Managed Identity](https://blog.yannickreekmans.be/secretless-applications-add-permissions-to-a-managed-identity) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [arjavdave.com: Continuous Integration: CI/CD for iOS (Part 1)](https://arjavdave.com) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [softzone.es: Por quΓ© me interesa mΓ‘s usar PowerShell en lugar de CMD](https://www.softzone.es/noticias/windows/por-que-interesa-usar-powershell-lugar-cmd) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [devblogs.microsoft.com: When PowerShellGet v1 fails to install the NuGet Provider](https://devblogs.microsoft.com/powershell/when-powershellget-v1-fails-to-install-the-nuget-provider) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [devblogs.microsoft.com: My Crescendo journey](https://devblogs.microsoft.com/powershell-community/my-crescendo-journey) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [octopus.com: Getting started with PowerShell Desired State Configuration (DSC)](https://octopus.com/blog/getting-started-with-powershell-dsc) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(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)** [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) [COMMUNITY-TOOL] 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)** [mandiant.com: Azure Run Command for Dummies](https://cloud.google.com/blog/topics/threat-intelligence/azure-run-command-dummies) [COMMUNITY-TOOL] 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)*
-  - **(2022)** [Why and when do you need Argo CD?](https://mkdev.me/posts/why-and-when-do-you-need-argo-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [youtube: GitOps with Argo-CD & Kubernetes](https://www.youtube.com/watch?v=QrLwFEXvxbo&ab_channel=HoussemDellai) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [kodekloud.com: What is CI/CD Pipeline in DevOps](https://kodekloud.com/blog/ci-cd-pipeline-in-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [opsmx.com: What is a CI/CD Pipeline ?](https://www.opsmx.com/blog/what-is-a-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [cloudbees.com: Key Components of a CI/CD Pipeline](https://www.cloudbees.com/blog/ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [devops.com: How to Implement an Effective CI/CD Pipeline](https://devops.com/how-to-implement-an-effective-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [thenewstack.io: 4 Best Practices to Drive Successful Adoption of CI/CD](https://thenewstack.io/four-best-practices-to-drive-successful-adoption-of-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [harness.io: 3 Ways to Use Automation in CI/CD Pipelines](https://thenewstack.io/3-ways-to-use-automation-in-ci-cd-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [community.dataminer.services: CI/CD and the Agile Principles](https://community.dataminer.services/ci-cd-and-the-agile-principles) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [jfrog.com: Cloud Native CI/CD: The Ultimate Checklist](https://jfrog.com/blog/cloud-native-ci-cd-the-ultimate-checklist) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [harness.io: Streamlining CI/CD and Optimizing AWS Cloud Spend](https://www.harness.io/blog/streamlining-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [thenewstack.io: Are Monolith CI/CD Pipelines Killing Quality in Your Software?](https://thenewstack.io/are-monolith-ci-cd-pipelines-killing-quality-in-your-software) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2022)** [javatechonline.com: How To Monitor Spring Boot Microservices Using ELK Stack?](https://javatechonline.com/how-to-monitor-spring-boot-microservices-using-elk-stack) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [cloud.redhat.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator](https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [openshift.com: How to Monitor Openshift 4.x with Zabbix using Prometheus - Part 2](https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: Monitoring vs. Observability: What’s the Difference?](https://thenewstack.io/monitoring-vs-observability-whats-the-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [dashbird.io: Monitoring vs Observability: Can you tell the difference? 🌟](https://dashbird.io/blog/monitoring-vs-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: Observability Won’t Replace Monitoring (Because It Shouldn’t) 🌟](https://thenewstack.io/observability-wont-replace-monitoring-because-it-shouldnt) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [devopscube.com: What Is Observability? Comprehensive Beginners Guide](https://devopscube.com/what-is-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [learnsteps.com: Logging Infrastructure System Design](https://www.learnsteps.com/logging-infrastructure-system-design) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: 3 Key Configuration Challenges for Kubernetes Monitoring with Prometheus](https://thenewstack.io/3-key-configuration-challenges-for-kubernetes-monitoring-with-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [sysdig.com: How to monitor kube-proxy 🌟](https://www.sysdig.com/blog/monitor-kube-proxy) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: Kubernetes Observability Challenges in Cloud Native Architecture 🌟](https://thenewstack.io/kubernetes-observability-challenges-in-cloud-native-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [opsdis.com: Building a custom monitoring solution with Grafana, Prometheus and Loki](https://binero.com/observability) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: Monitor Your Containers with Sysdig](https://thenewstack.io/monitor-your-containers-with-sysdig) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [skilledfield.com.au: Monitoring Kubernetes and Docker Container Logs](https://skillfield.com.au/blog/monitoring-kubernetes-and-docker-container-logs) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [thenewstack.io: What Is Container Monitoring?](https://thenewstack.io/what-is-container-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [redhat.com: **How to gather and display metrics in Red Hat OpenShift** (Prometheus + Grafana)](https://www.redhat.com/en/blog/how-gather-and-display-metrics-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(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€” *Go to [Section](./monitoring.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size](https://bigdataboutique.com/blog/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [armosec.io: The New Kubernetes Gateway API and Its Use Cases](https://www.armosec.io/blog/kubernetes-gateway-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [navendu.me: Comparing Kubernetes Gateway and Ingress APIs](https://navendu.me/posts/gateway-vs-ingress-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [loft.sh: Kubernetes Network Policies: A Practitioner's Guide 🌟](https://www.vcluster.com/blog/kubernetes-network-policies-a-practitioners-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [loft.sh: Kubernetes Network Policies for Isolating Namespaces 🌟](https://www.vcluster.com/blog/kubernetes-network-policies-for-isolating-namespaces) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [nslookup.io: The life of a DNS query in Kubernetes](https://www.nslookup.io/learning/the-life-of-a-dns-query-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [itnext.io: Multi-Cluster Kubernetes Networking with Netmaker](https://itnext.io/multi-cluster-kubernetes-networking-with-netmaker-bfa4e22eb2fb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2022)** [Transitioning from ingress-nginx to Traefik in Kubernetes](https://traefik.io/blog/transition-from-ingress-nginx-to-traefik) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [envoyproxy.io](https://www.envoyproxy.io) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [dev.to: An amazing note-taking system with Markdown and Git Series' Articles](https://dev.to/scottshipp/series/15100) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word Document](https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions](https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [github.blog: Include diagrams in your Markdown files with Mermaid](https://github.blog/developer-skills/github/include-diagrams-markdown-files-mermaid) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [theverge.com: Google Docs is getting more Markdown support](https://www.theverge.com/2022/3/29/23002138/google-docs-markdown-support-formatting-update) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [popsci.com: Google’s expanded Markdown feature could change how you work](https://www.popsci.com/diy/use-markdown-google) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [r-bloggers.com: How to use R Markdown (part one)](https://www.r-bloggers.com/2022/02/how-to-use-r-markdown-part-one) [COMMUNITY-TOOL] [GUIDE] [R CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [cloudkatha.com: Is S3 Region Specific or Global? What do you think?](https://cloudkatha.com/is-s3-region-specific-or-global-what-do-you-think) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2022)** [cloudkatha.com: This is why S3 Bucket Names are unique Globally](https://cloudkatha.com/why-s3-bucket-names-are-unique-globally) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2022)** [cloudkatha.com: AWS S3 Storage Classes: Everything You Need to Know](https://cloudkatha.com/aws-s3-storage-classes-everything-you-need-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - **(2022)** [acloudguru.com: S3 Glacier Instant Retrieval deep dive: Which S3 Storage Class is right for me?](https://www.pluralsight.com/resources/blog/cloud/s3-glacier-instant-retrieval-deep-dive-which-s3-storage-class-is-right-for-me) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.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)** [Connect Amazon S3 File Gateway using AWS PrivateLink for Amazon S3](https://aws.amazon.com/es/blogs/architecture/connect-amazon-s3-file-gateway-using-aws-privatelink-for-amazon-s3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-storage.md)*
-  - **(2022)** [spacelift.io: Kubernetes Persistent Volumes – Tutorial and Examples](https://spacelift.io/blog/kubernetes-persistent-volumes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2022)** [IBM Spectrum](https://www.ibm.com/solutions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.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)*
-  - **(2022)** [armory.io: Git Pull Support in Spinnaker](https://www.harness.io/products/continuous-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2022)** [techerati.com: DevSecOps: Eight tips for truly securing software](https://www.techerati.com/features-hub/devsecops-eight-tips-for-truly-securing-software) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [permission.site](https://permission.site) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [harness.io: Tutorial: How to Use the New Vault Agent Integration Method With Harness](https://www.harness.io/blog/vault-agent-secrets-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [blog.container-solutions.com: The Birth of the External Secrets Community](https://blog.container-solutions.com/the-birth-of-the-external-secrets-community) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [dynatrace.com: Container security: What it is, why it’s tricky, and how to do it right](https://www.dynatrace.com/knowledge-base/container-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: Why Cloud Native Systems Demand a Zero Trust Approach](https://thenewstack.io/why-cloud-native-systems-demand-a-zero-trust-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [sysdig.com: Top vulnerability assessment and management best practices](https://www.sysdig.com/blog/vulnerability-assessment) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: The DevSecOps Skillsets Required for Cloud Deployments](https://thenewstack.io/the-devsecops-skillsets-required-for-cloud-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: 10 Steps to Simplify Your DevSecOps](https://thenewstack.io/10-steps-to-simplify-your-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devops.com: Transform Mobile DevOps into Mobile DevSecOps](https://devops.com/transform-mobile-devops-into-mobile-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devops.com: Tips for a Successful DevSecOps Life Cycle](https://devops.com/tips-for-a-successful-devsecops-life-cycle) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: 5 Misconceptions About DevSecOps](https://thenewstack.io/5-misconceptions-about-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [redhat.com: Red Hat's approach to DevSecOps](https://www.redhat.com/en/solutions/devsecops-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [GitHub Code Security Risk Assessment: Free Vulnerability Scanning](https://github.blog/security/application-security/how-exposed-is-your-code-find-out-in-minutes-for-free) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: The Top 5 Secrets Management Mistakes and How to Avoid Them](https://thenewstack.io/the-top-5-secrets-management-mistakes-and-how-to-avoid-them) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [kubewarden.io: Scanning secrets in environment variables](https://www.kubewarden.io/blog/2022/10/env-var-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [infracloud.io: How to Prevent Secret Leaks in Your Repositories](https://www.infracloud.io/blogs/prevent-secret-leaks-in-repositories) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devopscube.com: Vault Agent Injector Tutorial: Inject Secrets to Pods Using Vault Agent](https://devopscube.com/vault-agent-injector-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [alexandre-vazquez.com: How To Inject Secrets in Pods To Improve Security with Hashicorp Vault in 5 Minutes 🌟](https://alexandre-vazquez.com/inject-secrets-in-pods-using-hashicorp-vault) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [docs.microsoft.com: Azure Key Vault](https://learn.microsoft.com/en-us/azure/key-vault/general/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [torq.io: 5 Security Automation Examples for Non-Developers](https://torq.io/blog/5-security-automation-examples-for-non-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [goteleport.com: Anatomy of a Cloud Infrastructure Attack via a Pull Request](https://goteleport.com/blog/hack-via-pull-request) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [bleepingcomputer.com: Over 900,000 Kubernetes instances found exposed online](https://www.bleepingcomputer.com/news/security/over-900-000-kubernetes-instances-found-exposed-online) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [sysdig.com: How to apply security at the source using GitOps | Eduardo MΓ­nguez 🌟](https://www.sysdig.com/blog/gitops-iac-security-source) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: Open Source Democratized Software. Now Let’s Democratize Security](https://thenewstack.io/open-source-democratized-software-now-lets-democratize-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [goteleport.com: Why DevSecOps is Going Passwordless](https://goteleport.com/blog/devsecops-passwordless) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devops.com: Taking a DevSecOps Approach to API Security](https://devops.com/why-traditional-approaches-to-api-security-dont-work) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [sysdig.com: Triaging a Malicious Docker Container](https://www.sysdig.com/blog/triaging-malicious-docker-container) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [rtinsights.com: Implementing Zero Trust for Kubernetes](https://www.rtinsights.com/implementing-zero-trust-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [acloudguru.com: Cloud security risks: Why you should make apps Secure by Design](https://www.pluralsight.com/resources/blog/cloud/cloud-apps-secure-by-design) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: How Do Authentication and Authorization Differ?](https://thenewstack.io/how-do-authentication-and-authorization-differ) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [dev.to/irakan: Is JWT really a good fit for authentication?](https://dev.to/irakan/is-jwt-really-a-good-fit-for-authentication-1khm) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: Security Insights into Infrastructure-as-Code](https://thenewstack.io/security-insights-into-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [sysdig.com: Getting started with runtime security and Falco](https://www.sysdig.com/blog/intro-runtime-security-falco) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [traceable.ai: Use the OWASP API Top 10 To Secure Your APIs](https://www.traceable.ai/blog-post/use-the-owasp-api-top-10-to-secure-your-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [infracloud.io: How to Secure Containers with Cosign and Distroless Images](https://www.infracloud.io/blogs/secure-containers-cosign-distroless-images) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devopscube.com: How to Setup Vault in Kubernetes- Beginners Tutorial 🌟](https://devopscube.com/vault-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [K8s Vault Webhook 🌟](https://ot-container-kit.github.io/k8s-vault-webhook) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [zdnet.com: Log4j: Google and IBM call for list of critical open source projects](https://www.zdnet.com/article/log4j-after-white-house-meeting-google-calls-for-list-of-critical-open-source-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thehackernews.com: Microsoft Warns of Continued Attacks Exploiting Apache Log4j Vulnerabilities](https://thehackernews.com/2022/01/microsoft-warns-of-continued-attacks.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [sentinelone.com: Reducing Human Effort in Cybersecurity | Why We Are Investing in Torq’s Automation Platform](https://www.sentinelone.com/blog/reducing-human-effort-in-cybersecurity-why-we-are-investing-in-torqs-automation-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [socket.dev: Introducing Socket](https://socket.dev/blog/introducing-socket) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [thenewstack.io: Infrastructure-as-Code: 6 Best Practices for Securing Applications 🌟](https://thenewstack.io/infrastructure-as-code-6-best-practices-for-securing-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [hmaslowski.com: macOS Security hardening with Microsoft Intune](https://hmaslowski.com/home/f/macos-security-hardening-with-microsoft-intune) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [armosec.io: How to secure Kubernetes Ingress?](https://www.armosec.io/blog/kubernetes-ingress-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [Build trusted pipelines/Guards with Podman containers](https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://www.vmware.com/products/app-platform/tanzu) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [dev.to: The JSON trick 25% of Python devs don't know about](https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [pythonspeed.com: Processing large JSON files in Python without running out of memory](https://pythonspeed.com/articles/json-memory-streaming) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [automationreinvented.blogspot.com: What is Json Schema and how to perform schema validation using Rest Assured?](https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [jsoning.com](https://jsoning.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [about.gitlab.com: Tips for productive DevOps workflows: JSON formatting with jq and CI/CD linting automation](https://about.gitlab.com/blog/devops-workflows-json-format-jq-ci-cd-lint) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [infoworld.com: 6 reasons to switch to managed Kubernetes](https://www.infoworld.com/article/2264256/6-reasons-to-switch-to-managed-kubernetes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [armosec.io: Which Managed Kubernetes Is Right for Me?](https://www.armosec.io/blog/which-managed-kubernetes-is-right-for-me) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [youtube: Kubernetes Comparison](https://www.youtube.com/watch?v=xM9jpcVGTzY) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Amazon EKS Security Best Practices](https://www.stackrox.io/blog/amazon-eks-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [stacksimplify.com: AWS ALB Ingress Service - Basics 🌟](https://docs.stacksimplify.com/aws-eks/aws-alb-ingress/lean-kubernetes-aws-alb-ingress-basics) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [clickittech.com: Kubernetes Multi tenancy with Amazon EKS: Best practices and considerations](https://www.clickittech.com/devops/kubernetes-multi-tenancy) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [k21academy.com: Azure Kubernetes Service & Azure Container Instances For Beginners 🌟](https://k21academy.com/azure-cloud/azure-container-instances-and-kubernetes-service) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [azure.microsoft.com: Private preview: Azure Kubernetes Service (AKS) Backup 🌟](https://azure.microsoft.com/en-us/updates?id=private-preview-aks-backup) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [clickittech.com: Amazon ECS vs EKS : The Best Container Orchestration Platform](https://www.clickittech.com/cloud-services/amazon-ecs-vs-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh 🌟](https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus](https://aws.amazon.com/de/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [COMMUNITY-TOOL] [PROMQL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [cast.ai: 8 best practices to reduce your AWS bill for Kubernetes](https://cast.ai/blog/eks-cost-optimization) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [AWS and Kubecost collaborate to deliver cost monitoring for EKS customers](https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User Access Using AWS IAM](https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster](https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [dev.to: One technique to save your AWS EKS IP addresses 10x](https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn) [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)** [aws.amazon.com: Troubleshooting Amazon EKS API servers with Prometheus and Grafana](https://aws.amazon.com/blogs/containers/troubleshooting-amazon-eks-api-servers-with-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Machine Learning with Kubeflow on Amazon EKS with Amazon EFS](https://aws.amazon.com/blogs/storage/machine-learning-with-kubeflow-on-amazon-eks-with-amazon-efs) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Autoprovisioning NFS volumes in EKS with CDK](https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [itnext.io: Running resilient workloads in EKS using Spot instances](https://itnext.io/running-production-workloads-in-eks-using-spot-instances-fc6808a7b462) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [docs.aws.amazon.com: Access container applications privately on Amazon EKS using AWS PrivateLink and a Network Load Balancer](https://docs.aws.amazon.com/prescriptive-guidance/latest/patterns/access-container-applications-privately-on-amazon-eks-using-aws-privatelink-and-a-network-load-balancer.html) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Addressing IPv4 address exhaustion in Amazon EKS clusters using private NAT gateways](https://aws.amazon.com/blogs/containers/addressing-ipv4-address-exhaustion-in-amazon-eks-clusters-using-private-nat-gateways) [COMMUNITY-TOOL] [GUIDE] 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)** [Eliminate Kubernetes node scaling lag with pod priority and over-provisioning](https://aws.amazon.com/blogs/containers/eliminate-kubernetes-node-scaling-lag-with-pod-priority-and-over-provisioning) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [solo.io: Connect Your Services Seamlessly with Amazon EKS Anywhere and Istio](https://www.solo.io/blog/amazon-eks-anywhere-and-solo-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [anywhere.eks.amazonaws.com: Compare EKS Anywhere and EKS](https://anywhere.eks.amazonaws.com/docs/concepts/eksafeatures) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws.amazon.com: Blue/Green Kubernetes upgrades for Amazon EKS Anywhere using Flux](https://aws.amazon.com/blogs/containers/blue-green-kubernetes-upgrades-for-amazon-eks-anywhere-using-flux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [trstringer.com: Run Kubernetes Pods on Specific VM Types in AKS](https://trstringer.com/run-kubernetes-pods-on-vm-types) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [adamrushuk.github.io: Increasing the volumeClaimTemplates Disk Size in a Statefulset on AKS](https://adamrushuk.github.io/increasing-the-volumeclaimtemplates-disk-size-in-a-statefulset-on-aks) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Using new traffic control features in External HTTP(S) load balancer](https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [cloud.google.com: Introducing Kubernetes control plane metrics in GKE](https://cloud.google.com/blog/products/containers-kubernetes/kubernetes-control-plane-metrics-are-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [cloud.google.com: How to do multi-cluster Kubernetes in the real worldβ€”one GKE shop’s approach](https://cloud.google.com/blog/products/containers-kubernetes/multi-cluster-kubernetes-with-gke-at-geotab) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [blog.coffeeapplied.com: Securing AKS in peered virtual networks using only network security groups (NSGs)](https://blog.coffeeapplied.com/securing-aks-in-peered-virtual-networks-using-only-network-security-groups-nsgs-c43d6a215f32) [COMMUNITY-TOOL] [BASH/ARM CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [docs.microsoft.com: Best practices for cluster isolation in Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/aks/operator-best-practices-cluster-isolation) [COMMUNITY-TOOL] [YAML/MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)*
-  - **(2022)** [dev.to: Access Secrets in AKV using Managed identities for AKS 🌟](https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy 🌟🌟](https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy](https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [returngis.net: Configurar mΓ‘s de un Application Gateway con AGIC para AKS](https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS (in AKS/Kubernetes)](https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [isovalent.com: Announcing Azure CNI Powered by Cilium](https://isovalent.com/blog/post/azure-cni-cilium) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking Models](https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Using CDK to perform continuous deployments in multi-region Kubernetes environments](https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Getting started with Windows Containers on Azure Kubernetes Service](https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [returngis.net: Desescalar nodos de AKS apagando las mΓ‘quinas en lugar de eliminarlas](https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node pool 🌟](https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to/thenjdevopsguy: Monitoring AKS With Prometheus and Grafana 🌟](https://dev.to/thenjdevopsguy/monitoring-aks-with-prometheus-and-grafana-9o8) [COMMUNITY-TOOL] [YAML/HELM CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [community.ops.io: One day I woke up to a crashed AKS cluster and this is what I did to get it back to life](https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [buchatech.com/2022: A Guide to Navigating the AKS Enterprise Documentation & Scripts 🌟🌟](https://www.buchatech.com/2022/08/a-guide-to-navigating-the-aks-enterprise-documentation-scripts) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL/BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(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)** [grafana.com: Scrape Azure metrics and monitor AKS using Grafana Agent 🌟](https://grafana.com/blog/scrape-azure-metrics-and-monitor-aks-using-grafana-agent) [COMMUNITY-TOOL] [GUIDE] 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)** [dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode Kubernetes Engine 🌟](https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [digitalocean.com: Automating GitOps and Continuous Delivery With DigitalOcean Kubernetes (Terraform, Helm and Flux)](https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [digitalocean.com: Kubernetes for startups: Why, when, and how to adopt](https://www.digitalocean.com/resources/articles/kubernetes-for-startups) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [sysdig.com: Kubernetes 1.24 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-24-whats-new) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [infoq.com: Kubernetes Proceeding with Deprecation of Dockershim in Upcoming 1.24 Release](https://www.infoq.com/news/2022/01/kubernetes-dockershim-removal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Updated: Dockershim Removal FAQ](https://kubernetes.io/blog/2022/02/17/dockershim-faq) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes Removals and Major Changes In 1.25](https://kubernetes.io/blog/2022/08/04/upcoming-changes-in-kubernetes-1-25) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Non-Graceful Node Shutdown Moves to Beta](https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.25: Combiner](https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [sysdig.com: Kubernetes 1.26 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-26-whats-new) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [armosec.io: Kubernetes Version 1.26: Everything You Should Know](https://www.armosec.io/blog/kubernetes-1-26-everything-you-should-know) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: registry.k8s.io: faster, cheaper and Generally Available (GA)](https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Pod Scheduling Readiness](https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.26: CPUManager goes GA](https://kubernetes.io/blog/2022/12/27/cpumanager-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [aws.amazon.com: Amazon EKS now supports Kubernetes 1.22](https://aws.amazon.com/blogs/containers/amazon-eks-now-supports-kubernetes-1-22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: PodSecurityPolicy: The Historical Context 🌟](https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [itnext.io: Unleashing the Power of Kubernetes 1.26: Exploring the New ValidatingAdmissionPolicy Feature with CEL](https://itnext.io/unleashing-the-power-of-kubernetes-1-26-56979ee667fd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Support for Passing Pod fsGroup to CSI Drivers At Mount Time](https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Job Tracking, to Support Massively Parallel Batch Workloads, Is Generally Available](https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.26: Advancements in Kubernetes Traffic Engineering](https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [thatjeffsmith.com: Best Practices: REST APIs for your Database {Draft!}](https://www.thatjeffsmith.com/archive/2022/02/best-practices-rest-apis-for-your-database-draft) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.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)** [linuxteck.com: 15 basic useful firewall-cmd commands in Linux](https://www.linuxteck.com/basic-useful-firewall-cmd-commands-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [freecodecamp.org: TCP vs. UDP β€” What's the Difference and Which Protocol is Faster?](https://www.freecodecamp.org/news/tcp-vs-udp) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with examples](https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-examples) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [rexegg.com: Regex Syntax Tricks](https://www.rexegg.com/regex-tricks.php) [COMMUNITY-TOOL] [GUIDE] [REGEX CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [pement.org: Over 100 sed one-liners](https://www.pement.org/sed/sed1line.txt) [COMMUNITY-TOOL] [GUIDE] [SED CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [opensource.com: Record your terminal session with Asciinema](https://opensource.com/article/22/1/record-terminal-session-asciinema) [COMMUNITY-TOOL] [GUIDE] [PYTHON 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)** [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)** [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)*
-  - **(2022)** [igoroseledko.com: Checking Multiple Variables in Bash](https://www.igoroseledko.com/checking-multiple-variables-in-bash) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [Introduction to Bash Scripting Interactive training](https://ebook.bobby.sh/training.html) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: Bash scripting: How to read data from text files](https://www.redhat.com/en/blog/data-text-files) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [datafix.com.au: BASHing data - Data ops on the Linux command line 🌟](https://datafix.com.au/BASHing) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: 5 scripts for getting started with the Nmap Scripting Engine](https://www.redhat.com/en/blog/nmap-scripting-engine) [COMMUNITY-TOOL] [GUIDE] [LUA CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [jvns.ca: A list of new(ish) command line tools](https://jvns.ca/blog/2022/04/12/a-list-of-new-ish--command-line-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [redhat.com: How to customize VM and cloud images with guestfish](https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.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)*
-  - **(2022)** [networkwalks.com: TCP/IP Model](https://networkwalks.com/tcp-ip-model) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2022)** [magic-cookie.co.uk/iplist.html](https://magic-cookie.co.uk/iplist.html) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./networking.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)*
-  - **(2022)** [networkproguide.com: CIDR Subnet Mask Cheat Sheet](https://networkproguide.com/cidr-subnet-mask-ipv4-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2022)** [matt-rickard.com: How to Calculate a CIDR](https://mattrickard.com/how-to-calculate-a-cidr) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2022)** [developers.redhat.com: Reduce the size of container images with DockerSlim](https://developers.redhat.com/articles/2022/01/17/reduce-size-container-images-dockerslim) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [blog.bitsrc.io: Best Practices for Writing a Dockerfile](https://blog.bitsrc.io/best-practices-for-writing-a-dockerfile-68893706c3) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [sequoia.makes.software: Reducing Docker Image Size (Particularly for Kubernetes Environments) 🌟](https://sequoia.makes.software/reducing-docker-image-size-particularly-for-kubernetes-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.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)** [pythonspeed.com: Docker BuildKit: faster builds, new features, and now it’s stable](https://pythonspeed.com/articles/docker-buildkit) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [codementor.io: Docker: What's Under the Hood?](https://www.codementor.io/blog/docker-technology-5x1kilcbow) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [infoq.com: Is Docker Secure Enough?](https://www.infoq.com/articles/securing-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg](https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [devtron.ai: Understand CMD and ENTRYPOINT Differences in Docker](https://devtron.ai/blog/cmd-and-entrypoint-differences) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [codeproject.com: How to Create an Image in Docker using Python](https://www.codeproject.com/Tips/5323808/How-To-Create-An-Image-In-Docker-Using-Python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [grafana.com: Docker Integration for Grafana Cloud](https://grafana.com/docs/grafana-cloud/monitor-infrastructure/integrations/integration-reference/integration-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [softwaretestingsapiens.com: Roadmap to learn API Testing in Just 30 days](https://www.softwaretestingsapiens.com/roadmap-to-learn-api-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2022)** [getxray.app: The top 5 software testing trends of 2022](https://www.getxray.app/blog/the-top-5-software-testing-trends-of-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.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)** [getxray.app: 7 benefits of using a Test Management App vs. Excel](https://www.getxray.app/blog/7-benefits-of-using-a-test-management-app-vs.-excel) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2022)** [convert.com: Top 10 A/B Testing Tools That Are Good for the Next 5 Years (Vetted by Features, Privacy, Maturity & Price)](https://www.convert.com/blog/a-b-testing/a-b-testing-tools-2022-beyond) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2022)** [thenewstack.io: 7 Benefits of Testing in Isolation](https://thenewstack.io/7-benefits-of-testing-in-isolation) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2022)** [thenewstack.io: Error Handling from Backends to the Frontend](https://thenewstack.io/error-handling-from-backends-to-the-frontend) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2022)** [thenewstack.io: Optimizing App Performance in a Multicloud Stack](https://thenewstack.io/optimizing-app-performance-in-a-multicloud-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.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: Video: Visualize the architecture of your Java app, in VS Code, in 2 ΒΉ/β‚‚ minutes](https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [GitHub Actions 🌟](https://marketplace.visualstudio.com/items?itemName=github.vscode-github-actions) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [blog.openreplay.com: 8 Cool VS Code tips to make your workspace more personal](https://blog.openreplay.com/8-cool-vs-code-tips-to-make-your-workspace-more-personal) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [freecodecamp.org: Best Colorful VSCode Extensions – How to Personalize Your' Editor](https://www.freecodecamp.org/news/best-colorful-vscode-extensions-for-productivity) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [freecodecamp.org: VS Code Extensions to Increase Developer Productivity](https://www.freecodecamp.org/news/vs-code-extensions-to-increase-developer-productivity) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples](https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [BABA-Git Flow](https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [realpython.com: Python Development in Visual Studio Code](https://realpython.com/python-development-visual-studio-code) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [softzone.es: Conoce Fleet, el nuevo IDE ultraligero de la mano de JetBrains](https://www.softzone.es/noticias/programas/conoce-fleet-ide-ultraligero-mano-jetbrains) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [gitlab.com: VS Code extension development with GitLab](https://about.gitlab.com/blog/vscode-extension-development-with-gitlab) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Alessandro Fragnani: Jenkins Status](https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [searchenginejournal.com: An Introduction To Python & Machine Learning For Technical SEO](https://www.searchenginejournal.com/python-machine-learning-technical-seo/430000) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [Python Data Science Handbook 🌟](https://jakevdp.github.io/PythonDataScienceHandbook) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [github.dev: Python Data Science Handbook](https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [aigents.co: Pro Python Tips for Data Analysts](https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-analysts) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [makeuseof.com: 11 Useful Python One-Liners You Must Know](https://www.makeuseof.com/useful-python-one-liners-you-must-know) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [thenewstack.io: More Python for Non-Programmers](https://thenewstack.io/more-python-for-non-programmers) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Dictionary – How to Perform CRUD Operations on dicts in Python](https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: python dictionary methods explanation and visualization](https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [codesolid.com: Python Lists for Beginners: A Complete Lesson With Exercises 🌟](https://codesolid.com/python-lists) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com: Building Lists With Python's .append()](https://realpython.com/courses/building-lists-with-python-append) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python List .remove() - How to Remove an Item from a List in Python](https://www.freecodecamp.org/news/python-list-remove-how-to-remove-an-item-from-a-list-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Create a List in Python – Lists in Python Syntax](https://www.freecodecamp.org/news/create-a-list-in-python-lists-in-python-syntax) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [thenewstack.io: Python for Beginners: When and How to Use Tuples](https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python For Loop - For i in Range Example](https://www.freecodecamp.org/news/python-for-loop-for-i-in-range-example) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Use *args and **kwargs in Python](https://www.freecodecamp.org/news/args-and-kwargs-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [towardsdatascience.com: Iterables vs Iterators in Python](https://towardsdatascience.com/python-iterables-vs-iterators-688907fd755f) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com/learning-paths: Python Learning Paths 🌟🌟🌟](https://realpython.com/learning-paths) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [mishrapartha.blogspot.com: A Beginner’s Guide to Python for Data Science - Part 5 Adding Comments in Python](https://mishrapartha.blogspot.com/2022/11/a-beginners-guide-to-python-for-data_19.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [towardsdatascience.com: Master Class Inheritance in Python 🌟](https://towardsdatascience.com/master-class-inheritance-in-python-c46bfda63374) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Attributes – Class and Instance Attribute Examples](https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: Best Practices For Writing Clean Pythonic Code](https://dev.to/dollardhingra/python-code-best-practices-4k96) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [testdriven.io: Clean Code in Python](https://testdriven.io/blog/clean-code-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Requests – How to Interact with Web Services using Python](https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [javarevisited.blogspot.com: Java vs Python - Which Programming Language beginners should learn in 2022?](https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-language-to-learn-first.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [github.blog: Why Python keeps growing, explained](https://github.blog/developer-skills/programming-languages-and-frameworks/why-python-keeps-growing-explained) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: How to Identify a Deadlock in Python](https://superfastpython.com/thread-deadlock-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: How to Choose the Right Python Concurrency API](https://superfastpython.com/python-concurrency-choose-api) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: Threading vs Multiprocessing in Python](https://superfastpython.com/threading-vs-multiprocessing-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [notia.ai: Building an authenticated Python CLI](https://www.notia.ai/articles/building-an-authenticated-python-cli) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com/pdf-python](https://realpython.com/pdf-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: How to change an image with Python](https://dev.to/deotyma/how-to-change-an-image-with-python-518d) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [towardsdatascience.com: How to Implement a Linked List in Python](https://towardsdatascience.com/python-linked-lists-c3622205da81) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [morioh.com: How to create Google Map in Python using Gmaps](https://morioh.com) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Use PyScript – A Python Frontend Framework 🌟](https://www.freecodecamp.org/news/pyscript-python-front-end-framework) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [genbeta.com: Ocho canales de YouTube para aprender Python desde cero hasta nivel experto](https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto-1) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [martinheinz.dev: Boost Your Python Application Performance using Continuous Profiling](https://martinheinz.dev/blog/89) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: Building a REST API with Django REST Framework 🌟](https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Dockerize a Flask Application](https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: FastAPI Course – Code APIs Quickly](https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: Data Migration from Monolith to Microservice in Django](https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-django-5b9m) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [redhat.com: Writing and unit testing a Python application to query the RPM database](https://www.redhat.com/en/blog/query-rpm-database-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Set Up a Virtual Environment in Python – And Why It's Useful](https://www.freecodecamp.org/news/how-to-setup-virtual-environments-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Learn Data Structures and Algorithms – Introduction and Learning Resources](https://www.freecodecamp.org/news/learn-data-structures-and-algorithms) [COMMUNITY-TOOL] [ANY CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [devopscube.com: Python For DevOps: Guide for DevOps Engineers](https://devopscube.com/python-for-devops) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [blog.logrocket.com: How to build a blockchain from scratch with Go](https://blog.logrocket.com/build-blockchain-with-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - **(2022)** [thenewstack.io: Streaming Data and the Modern Real-Time Data Stack](https://thenewstack.io/streaming-data-and-the-modern-real-time-data-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [thenewstack.io: How to Get Started with Data Streaming](https://thenewstack.io/how-to-get-started-with-data-streaming) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [salaboy.com: Event-Driven applications with CloudEvents on Kubernetes](https://www.salaboy.com/2022/01/29/event-driven-applications-with-cloudevents-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [thenewstack.io: The Path to Getting the Full Data Stack on Kubernetes](https://thenewstack.io/the-path-to-getting-the-full-data-stack-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [kubemq.io: Kafka VS KubeMQ 🌟](https://kubemq.io/kafka-vs-kubemq) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [kai-waehner.de: Comparison: JMS Message Queue vs. Apache Kafka](https://www.kai-waehner.de/blog/2022/05/12/comparison-jms-api-message-broker-mq-vs-apache-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [kai-waehner.de: When to use Apache Camel vs. Apache Kafka? 🌟](https://www.kai-waehner.de/blog/2022/01/28/when-to-use-apache-camel-vs-apache-kafka-for-etl-application-integration-event-streaming) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [learnk8s.io/kafka-ha-kubernetes: Designing and testing a highly available Kafka cluster on Kubernetes 🌟](https://learnkube.com/kafka-ha-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [linkedin.com: Kafka Cluster Setup on Kubernetes](https://www.linkedin.com/pulse/kaka-cluster-setup-kubernetes-avinash-kumar-chandran) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [newrelic.com: Effective Strategies for Kafka Topic Partitioning 🌟](https://newrelic.com/blog/observability/effective-strategies-kafka-topic-partitioning) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [conduktor.io/kafka: Learn Apache Kafka like never before](https://docs.conduktor.io/learn) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [freecodecamp.org: The Apache Kafka Handbook – How to Get Started Using Kafka 🌟](https://www.freecodecamp.org/news/apache-kafka-handbook) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.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)** [developers.redhat.com: Which is better: A single Kafka cluster to rule them all, or many?](https://developers.redhat.com/articles/2022/03/10/which-better-single-kafka-cluster-rule-them-all-or-many) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [kai-waehner.de: When NOT to use Apache Kafka?](https://www.kai-waehner.de/blog/2022/01/04/when-not-to-use-apache-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [developers.redhat.com: End-to-end field-level encryption for Apache Kafka Connect](https://developers.redhat.com/articles/2022/09/27/end-end-field-level-encryption-apache-kafka-connect) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [thenewstack.io: LinkedIn Layered Architecture Minimizes Kafka Scaling Issues](https://thenewstack.io/linkedin-layered-architecture-minimizes-kafka-scaling-issues) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [rogulski.it: Consume Kafka events with Knative service and FastAPI on kubernetes 🌟](https://rogulski.it/blog/kafka-consumer-knative-fastapi) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [freecodecamp.org: How to Download a Kaggle Dataset Directly to a Google Colab Notebook](https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [severalnines.com: How Does a Database Load Balancer Work?](https://severalnines.com/blog/how-does-database-load-balancer-work) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [intellipaat.com: Difference between DBMS and RDBMS](https://intellipaat.com/blog/dbms-vs-rdbms-difference) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [architecturenotes.co: Things You Should Know About Databases](https://architecturenotes.co/p/things-you-should-know-about-databases) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: How Radical API Design Changed the Way We Access Databases](https://thenewstack.io/how-radical-api-design-changed-the-way-we-access-databases) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: Distributed Database Architecture: What Is It?](https://thenewstack.io/distributed-database-architecture-what-is-it) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.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: Just How Challenging Is State in Kubernetes? 🌟](https://thenewstack.io) [COMMUNITY-TOOL] 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)** [thenewstack.io: What Is Data Management in the Kubernetes Age?](https://thenewstack.io/what-is-data-management-in-the-kubernetes-age) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [percona.com: Autoscaling Databases in Kubernetes for MongoDB, MySQL, and PostgreSQL](https://www.percona.com/blog/autoscaling-databases-in-kubernetes-for-mongodb-mysql-and-postgresql) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: Data on Kubernetes: Operators, Tools Need Standardization](https://thenewstack.io/data-on-kubernetes-operators-tools-need-standardization) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: How Kubernetes and Database Operators Drive the Data Revolution](https://thenewstack.io/how-kubernetes-and-database-operators-drive-the-data-revolution) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: More Database, Analytics Workloads Ran on Kubernetes in 2022](https://thenewstack.io/more-database-analytics-workloads-ran-on-kubernetes-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [infoq.com: Create Your Distributed Database on Kubernetes with Existing Monolithic Databases](https://www.infoq.com/articles/kubernetes-databases-apache-sharding-sphere) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [digitalocean.com: How To Use WHERE Clauses in SQL](https://www.digitalocean.com/community/tutorials/how-to-use-where-clauses-in-sql) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [intellipaat.com: SQL vs MySQL - Key Differences Between SQL and MySQL](https://intellipaat.com/blog/sql-vs-mysql-difference) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [sqlrevisited.blogspot.com: MySQL vs PostgreSQL? Pros and Cons](https://www.sqlrevisited.com/2022/03/mysql-vs-postgresql-pros-and-cons.html) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(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) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: Data on Kubernetes: The Next Frontier](https://thenewstack.io/data-on-kubernetes-the-next-frontier) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [cloud.google.com: To run or not to run a database on Kubernetes - What to consider](https://cloud.google.com/blog/products/databases/to-run-or-not-to-run-a-database-on-kubernetes-what-to-consider) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [percona.com: MySQL on Kubernetes with GitOps 🌟](https://www.percona.com/blog/mysql-on-kubernetes-with-gitops) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [cockroachlabs.com: Automated database operations with Terraform](https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [How I've Set Up HA PostgreSQL on Kubernetes (powered by Patroni, a template for PostgreSQL HA)](https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [thenewstack.io: The Benefits and Drawbacks of DataOps in Practice](https://thenewstack.io/the-benefits-and-drawbacks-of-dataops-in-practice) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.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)*
-  - **(2022)** [devblogs.microsoft.com: DevOps for Azure SQL 🌟](https://devblogs.microsoft.com/azure-sql/devops-for-azure-sql) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.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)*
-  - **(2022)** [acloudguru.com: 3 ways to practice migrating workloads to the cloud](https://www.pluralsight.com/resources/blog/cloud/3-ways-to-practice-migrating-workloads-to-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [lightbend.com: From Java EE To Cloud Native: The End Of The Heavyweight Era 🌟](https://akka.io) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [weave.works: What is a self-service developer platform and why does it matter?](https://www.weave.works/blog/what-is-a-self-service-developer-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [techerati.com: Microservices in the Cloud-Native Era](https://www.techerati.com/features-hub/microservices-in-the-cloud-native-era) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [infoq.com: Managing Technical Debt in a Microservice Architecture](https://www.infoq.com/articles/managing-technical-debt-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [acloudguru.com: Sharing data in the cloud: 4 patterns you should know](https://www.pluralsight.com/resources/blog/business-and-leadership/sharing-data-in-the-cloud-four-patterns-everyone-should-know) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [traefik.io: Pets vs. Cattle: The Future of Kubernetes in 2022](https://traefik.io/blog/pets-vs-cattle-the-future-of-kubernetes-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [acloudguru.com: Twelve-Factor Apps in Kubernetes](https://www.pluralsight.com/resources/blog/cloud/twelve-factor-apps-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [thenewstack.io: Learn 12 Factor Apps Before Kubernetes](https://thenewstack.io/learn-12-factor-apps-before-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [itnext.io: 12 factor Microservice applications β€” on Kubernetes](https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [itnext.io: Isolating and Managing Dependencies in 12-factor Microservice Applications β€” with Kubernetes](https://itnext.io/isolating-and-managing-dependencies-in-12-factor-microservice-applications-with-kubernetes-988638f8bc6d) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [itnext.io: Processes β€” for 12-factor Microservice Applications](https://itnext.io/processes-for-12-factor-microservice-applications-70551a9021b) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [redhat.com: 5 essential tools for managing hybrid cloud infrastructure](https://www.redhat.com/en/blog/hybrid-cloud-management-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [zdnet.com: The year ahead in DevOps and agile: bring on the automation, bring on the business involvement](https://www.zdnet.com/article/the-year-ahead-in-devops-and-agile-more-automation-more-business-involvement-needed) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [simform.com: 10 Microservice Best Practices: The 80/20 Way](https://www.simform.com/blog/microservice-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [developers.redhat.com: 5 design principles for microservices](https://developers.redhat.com/articles/2022/01/11/5-design-principles-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [simform.com: Microservices Design Principles: Do We Really Know It Well Enough? 🌟](https://www.simform.com/blog/microservices-design-principles) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [simform.com: The Top Go-To Microservices Frameworks for a Scalable Application](https://www.simform.com/blog/microservices-framework) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(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€” *Go to [Section](./introduction.md)*
-  - **(2022)** [imaginarycloud.com: OPENSHIFT VS KUBERNETES: WHAT ARE THE DIFFERENCES](https://www.imaginarycloud.com/blog/openshift-vs-kubernetes-differences) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(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€” *Go to [Section](./introduction.md)*
-  - **(2022)** [cincodias.elpais.com: El sector del 'data center' eleva a 6.837 millones su inversiΓ³n directa en nuevos centros en EspaΓ±a hasta 2026](https://cincodias.elpais.com/cincodias/2022/03/31/companias/1648738965_952353.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2022)** [nginx.com: Automating Multi-Cluster DNS with NGINX Ingress Controller](https://www.f5.com/products/nginx) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - **(2022)** [surfingcomplexity.blog: Cache invalidation really is one of the hardest problems in computer science](https://surfingcomplexity.blog/2022/11/25/cache-invalidation-really-is-one-of-the-hardest-things-in-computer-science) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.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)** [grafana.com: Testing shift left observability with the Grafana Stack, OpenTelemetry, and k6](https://grafana.com/blog/testing-shift-left-observability-with-the-grafana-stack-opentelemetry-and-k6) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [grafana.com: Introducing Grafana Faro, an open source project for frontend application observability](https://grafana.com/blog/introducing-grafana-faro-oss-application-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [thenewstack.io: Will Grafana Become Easier to Use in 2022?](https://thenewstack.io/will-grafana-become-easier-to-use-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [infoq.com: Grafana Cloud Adds Incident and On-Call Management Solutions](https://www.infoq.com/news/2022/02/grafana-incident-oncall) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [percona.com: Tips for Designing Grafana Dashboards](https://www.percona.com/blog/designing-grafana-dashboards) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [devblogs.microsoft.com:Monitoring Azure by using Grafana dashboards 🌟](https://devblogs.microsoft.com/devops/monitoring-azure-by-using-grafana-dashboards) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [grafana.com: Grafana 9.3 feature: Grafana OAuth token improvements](https://grafana.com/oss/grafana/?mdm=social) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [itnext.io: Logging in Kubernetes with Loki and the PLG Stack](https://itnext.io/logging-in-kubernetes-with-loki-and-the-plg-stack-93b27c90ec34) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [rtfm.co.ua: Prometheus: Kubernetes endpoints monitoring with blackbox-exporter](https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [grafana.com: Why we created a Prometheus Agent mode from the Grafana Agent](https://grafana.com/blog/why-we-created-a-prometheus-agent-mode-from-the-grafana-agent) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [youtube: Monitoring your k6 load test: how to install Grafana and Prometheus on a Kubernetes cluster](https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [sysdig.com: Prometheus 2.37 – The first long-term supported release! 🌟](https://www.sysdig.com/blog) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [promlabs.com: Avoid These 6 Mistakes When Getting Started With Prometheus](https://promlabs.com/blog/2022/12/11/avoid-these-6-mistakes-when-getting-started-with-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [Highly Available Prometheus Metrics for Distributed SQL with Thanos on GKE](https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] [FLUX CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [thenewstack.io: Demystifying Distributed Traces in OpenTelemetry](https://thenewstack.io/demystifying-distributed-traces-in-opentelemetry) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with OpenTelemetry](https://newrelic.com/blog/apm/java-opentelemetry) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [learnsteps.com: Monitoring Infrastructure System Design](https://www.learnsteps.com/monitoring-infrastructure-system-design) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [timewatch.com: Outlook Resource Scheduling – View and report on Employee Outlook Calendars](https://www.timewatch.com/blog/outlook-resource-scheduling) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2022)** [support.google.com: How to set up an appointment schedule](https://support.google.com/google-workspace-individual/answer/10729749) [COMMUNITY-TOOL] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2022)** [lambdatest.com: Complete Guide To Access Forms In Selenium With Java](https://www.testmuai.com/blog/complete-guide-to-access-forms-in-selenium-with-java) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [lambdatest.com: Why Selenium Grid Is Ideal For Automated Browser Testing?](https://www.testmuai.com/blog/why-selenium-grid-is-ideal-for-automated-browser-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [lambdatest.com: Top 27 Best Practices For Selenium Test Automation](https://www.testmuai.com/blog/27-best-practices-selenium-test-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [lambdatest.com: Selenium IDE: What Is It? & Why Is It Must For Every QA?](https://www.testmuai.com/blog/selenium-ide-what-is-it-why-is-it-must-for-every-qa) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [dev.to: Using Selenium With Python in a Docker Container](https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [piotrminkowski.com: Validate Kubernetes Deployment in CI/CD with Tekton and Datree](https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [piotrminkowski.com: Canary Release on Kubernetes with Knative and Tekton](https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [API Marketplace vs API Gateway (What’s the Difference?)](https://rapidapi.com/blog/api-marketplace-vs-api-gateway-whats-the-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [moesif.com: How to choose the right API Gateway for your platform: Comparison of Kong, Tyk, Apigee, and alternatives](https://www.moesif.com/blog/technical/api-gateways/How-to-Choose-The-Right-API-Gateway-For-Your-Platform-Comparison-Of-Kong-Tyk-Apigee-And-Alternatives) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [openshift.com: Modern Application Development With Kong Konnect Enterprise and Red Hat OpenShift](https://www.redhat.com/en/blog/modern-application-development-with-kong-konnect-enterprise-and-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [konghq.com: Kong and Red Hat: Delivering Seamless Customer Experience](https://konghq.com/blog/news/kong-and-red-hat-collaboration) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.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)** [GitHub for Beginners: Getting Started with OSS Contributions](https://github.blog/developer-skills/github/github-for-beginners-getting-started-with-oss-contributions) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [dev.to: How to Copy a Security Group with Rules from one AWS Account to Another account](https://dev.to/dineshrathee12/how-to-copy-a-security-group-with-rules-from-one-aws-account-to-another-account-36mb) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2022)** [dev.to/franciscogm: AWS CLI SSO made easy](https://dev.to/franciscogm/aws-cli-sso-made-easy-3bh9) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2022)** [thenewstack.io: Challenging the Myth That Programming Careers End at 40](https://thenewstack.io/challenging-the-myth-that-programming-careers-end-at-40) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [blog.trello.com: Experiencing Job Dissatisfaction: How To Decide If It's Time To Quit](https://blog.trello.com/is-it-time-to-leave) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [thewokesalaryman.com: Why people leave even the most high paying jobs 🌟](https://thewokesalaryman.com/2022/02/11/why-people-leave-even-the-most-high-paying-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [ideas.ted.com: How to find your sense of purpose at work](https://ideas.ted.com/want-to-discover-or-re-discover-your-sense-of-purpose-at-work-heres-how) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [freecodecamp.org: How to Get Ready for a Job in Tech – Tips for Beginners](https://www.freecodecamp.org/news/how-to-get-ready-for-a-job-in-tech) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [findmyprofession.com: 100+ Questions to Ask in an Interview 🌟](https://www.findmyprofession.com/career-advice/questions-to-ask) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [forbes.com: To Avoid Regretting A New Job, Ask These Two Questions During The Interview](https://www.forbes.com/sites/markmurphy/2022/03/18/to-avoid-regretting-a-new-job-ask-these-two-questions-during-the-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [devops.com: Great Resignation Spurs Interest in Tech Certifications](https://devops.com/great-resignation-spurs-interest-in-tech-certifications) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [bbc.com: Is finding a 'new normal' in the workplace impossible?](https://www.bbc.com/worklife/article/20220104-future-of-work-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [forbes.com: As Leaders: What Can We Learn From The Great Resignation?](https://www.forbes.com/sites/dedehenley/2022/01/30/as-leaders-what-can-we-learn-from-the-great-resignation) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [sloanreview.mit.edu: Creating Good Jobs](https://sloanreview.mit.edu/article/creating-good-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por quΓ© el ego es el peor enemigo del gestor en la FΓ³rmula 1](https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [expansion.com: El 'amiguismo' en las relaciones de trabajo](https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [askamanager.org: the new hire who showed up is not the same person we interviewed](https://www.askamanager.org/2022/01/the-new-hire-who-showed-up-is-not-the-same-person-we-interviewed.html) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [computerworld.com: How to get a job in healthcare IT](https://www.computerworld.com/article/1627067/how-to-get-a-job-in-healthcare-it-2.html) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [xataka.com: La guerra de talento en el sector tecnolΓ³gico amenaza la viabilidad de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors](https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [xataka.com: La Gran Renuncia estΓ‘ ganando terreno en EspaΓ±a, pero hay dos barreras: salarios bajos e indemnizaciones](https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(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) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede frustrar tu carrera](https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [bbc.com: QuΓ© son las "habilidades blandas" y por quΓ© cada vez mΓ‘s compaΓ±Γ­as se fijan en ellas al contratar](https://www.bbc.com/mundo/vert-cap-62340757) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(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) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: asΓ­ es la prueba que les hacen pasar antes de nada, incluso a los senior](https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [padok.fr: FinOps, or the Culture of Cloud Cost Optimization](https://www.theodo.com/en-fr/blog/what-is-finops-and-what-are-its-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2022)** [loft.sh: The Cost of Managed Kubernetes - A Comparison 🌟](https://www.vcluster.com/blog/the-cost-of-managed-kubernetes-a-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2022)** [cloud.google.com: 5 key metrics to measure Cloud FinOps impact in your organization in 2022 and beyond](https://cloud.google.com/blog/topics/cloud-first/key-metrics-to-measure-impact-of-cloud-finops) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2022)** [thenewstack.io: Automate User Satisfaction with This GitOps-Friendly Spec for Service Level Objectives](https://thenewstack.io/automate-user-satisfaction-with-this-gitops-friendly-spec-for-service-level-objectives) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [linkedin.com: SRE: Key Insights-"Done the right way”](https://www.linkedin.com/pulse/sre-key-insights-done-right-way-shankar-muniyappa) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [infracloud.io: Site Reliability Engineering (SRE) Best Practices](https://www.infracloud.io/blogs/sre-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [devops.com: How the SRE Role Is Evolving](https://devops.com/how-the-sre-role-is-evolving) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [thenewstack.io: How the SRE Experience Is Changing with Cloud Native 🌟](https://thenewstack.io/how-the-sre-experience-is-changing-with-cloud-native) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [devops.com: Top Nine Skills for SREs to Master 🌟](https://devops.com/top-nine-skills-for-sres-to-master) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(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€” *Go to [Section](./sre.md)*
-  - **(2022)** [dev.to: DevOps vs SRE: What's The Difference?](https://dev.to/thenjdevopsguy/devops-vs-sre-what-s-the-difference-560d) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [phoenixnap.com: SRE Vs. DevOps: Differences Explained 🌟](https://phoenixnap.com/blog/sre-vs-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [thenewstack.io: Centralized vs. Decentralized Operations](https://thenewstack.io/sharing-the-operations-burden-centralized-vs-decentralized) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [devops.com: SRE Vs. Platform Engineering: What’s the Difference?](https://devops.com/sre-vs-platform-engineering-whats-the-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [thenewstack.io: SRE vs. DevOps? Successful Platform Engineering Needs Both](https://thenewstack.io/sre-vs-devops-successful-platform-engineering-needs-both) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [dev.to: What You Need to Break into DevOps and SRE](https://dev.to/thenjdevopsguy/what-you-need-to-break-into-devops-and-sre-3fp5) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [thenewstack.io: Validate Service-Level Objectives of REST APIs Using Iter8](https://thenewstack.io/validate-service-level-objectives-of-rest-apis-using-iter8) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2022)** [Kubernetes para principiantes - La guΓ­a definitiva para principiantes absolutos](https://www.youtube.com/playlist?list=PLaR6Rq6Z4IqcKOKT4c0uGkBt3YSRQ9S5v&si=qGpgMP56yagniZx8) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [Implementing Istio From Start To Finish](https://www.cloudnativedeepdive.com/implementing-istio-from-start-to-finish) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [ably.com: No, we don’t use Kubernetes](https://ably.com/blog/no-we-dont-use-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [codemotion.com: Nomad vs Kubernetes but without the complexity](https://www.codemotion.com/magazine/backend/nomad-kubernetes-but-without-the-complexity) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [imaginarycloud.com: Nomad VS. Kubernetes: Container Orchestration Tools Compared](https://www.imaginarycloud.com/blog/nomad-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [chaordic.io: Is Nomad a better Kubernetes?](https://chaordic.io/blog/is-nomad-a-better-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [linkedin.com: Docker Series : Docker Swarm - Lionel GURRET](https://www.linkedin.com/pulse/docker-series-swarm-lionel-gurret) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [Alternative to Kubernetes: Docker Swarm](https://www.linkedin.com/pulse/alternative-kubernetes-docker-swarm-marcel-koert) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [thinksys.com: Docker Swarm vs. Kubernetes: Comparison 2022](https://thinksys.com/devops/docker-swarm-vs-kubernetes-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [dotnettricks.com: Kubernetes vs Docker: Analyzing The Differences](https://www.scholarhat.com/tutorial/docker/kubernetes-vs-docker-analyzing-the-differences) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [freecodecamp.org: Kubernetes VS Docker: What's the Difference? Explained With Example](https://www.freecodecamp.org/news/kubernetes-vs-docker-whats-the-difference-explained-with-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [portainer.io: Kubernetes vs Docker Swarm vs Nomad - the orchestrator wars continue?](https://www.portainer.io/blog/docker-swarm-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [galaxy.ansible.com: Docker Ansible Role](https://galaxy.ansible.com/atosatto/docker-swarm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [Should I Use A Microservices Architecture? What about the UI? 🌟](https://www.jamesmichaelhickey.com/microservices-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2022)** [cybercoders.com: What Hiring Managers look for in a Full Stack Developer](https://www.cybercoders.com/insights/what-hiring-managers-look-for-in-a-full-stack-developer) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2022)** [thenewstack.io: Choosing Between Container-Native and Container-Ready Storage 🌟](https://thenewstack.io/choosing-between-container-native-and-container-ready-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2022)** [packetswitch.co.uk: Terraform is Good, but I Like Pulumi](https://www.packetswitch.co.uk/terraform-is-good-but-i-like-pulumi) [COMMUNITY-TOOL] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy](https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [travis.media: Pulumi Tutorial: Automate Kubernetes Deployments and Operations with this Complete Guide](https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [pulumi.com: Observability with Infrastructure as Code](https://www.pulumi.com/blog/observability-with-infrastructure-as-code) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [aws.amazon.com: AWS CodePipeline adds support for Branch-based development and Monorepos](https://aws.amazon.com/blogs/devops/aws-codepipeline-adds-support-for-branch-based-development-and-monorepos) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2022)** [adamtheautomator.com: Getting Started with AWS CodeDeploy](https://adamtheautomator.com/aws-codedeploy) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2022)** [Configuring Route 53 for cost protection from NXDOMAIN attacks](https://docs.aws.amazon.com/whitepapers/latest/aws-best-practices-ddos-resiliency/configuring-route53-for-cost-protection-from-nxdomain-attacks.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2022)** [tailscale.com: Connect to an AWS VPC using subnet routes](https://tailscale.com/docs/install/cloud/aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2022)** [aws.amazon.com: Optimize your modern data architecture for sustainability: Part 1 – data ingestion and data lake](https://aws.amazon.com/blogs/architecture/optimize-your-modern-data-architecture-for-sustainability-part-1-data-ingestion-and-data-lake) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2022)** [aws.amazon.com: AWS Systems Manager announces support for port forwarding to remote hosts using Session Manager](https://aws.amazon.com/about-aws/whats-new/2022/05/aws-systems-manager-support-port-forwarding-remote-hosts-using-session-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.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-miscellaneous.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-miscellaneous.md)*
-  - **(2022)** [Architecting for resiliency on AWS App Runner](https://aws.amazon.com/blogs/containers/architecting-for-resiliency-on-aws-app-runner) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2022)** [ireviews.com: The Top 60 Remote Work Websites for New Opportunities in 2022](https://www.ireviews.com/the-top-60-remote-work-websites-for-new-opportunities-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2022)** [starkephillip.com: The effects of remote work on company culture](https://starkephillip.com/the-effects-of-remote-work-on-company-culture) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2022)** [genbeta.com: El teletrabajo lleva a la gente a pasar mΓ‘s tiempo conectada y trabajando. Un experto da claves para evitar el agotamiento](https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.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)** [blog.postman.com: You Can Now Capture Responses Using the Postman Proxy](https://blog.postman.com/capture-responses-using-the-postman-proxy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2022)** [grafana.com: How to use WebSockets to visualize real-time IoT data in Grafana](https://grafana.com/blog/how-to-use-websockets-to-visualize-real-time-iot-data-in-grafana) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2022)** [thenewstack.io: How Platform Ops Teams Should Think About API Strategy](https://thenewstack.io/how-platform-ops-teams-should-think-about-api-strategy) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2022)** [dashbird.io: 4 Tips for AWS Lambda Optimization for Production](https://dashbird.io/blog/optimizing-aws-lambda-for-production) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [aws.amazon.com: New – Accelerate Your Lambda Functions with Lambda SnapStart](https://aws.amazon.com/blogs/aws/new-accelerate-your-lambda-functions-with-lambda-snapstart) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [infoworld.com: AWS Lambda kickstarts Java functions](https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [Data Caching Across Microservices in a Serverless Architecture](https://aws.amazon.com/blogs/architecture/data-caching-across-microservices-in-a-serverless-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [dev.to: Manage webhooks at scale with AWS Serverless](https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.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)** [dev.to: Event driven architectures using AWS with example](https://dev.to/aws-builders/event-driven-architectures-using-aws-with-example-3d2d) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.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)** [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)*
-  - **(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)** [dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications on AWS](https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)](https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [element7.io: A Hidden Gem: Two Ways to Improve AWS Fargate Container Launch Times](https://www.element7.io/2022/10/a-hidden-gem-two-ways-to-improve-aws-fargate-container-launch-times) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [deloitte.com: Fargate con EKS](https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/fargate-con-eks.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [javarevisited.blogspot.com: 10 Things Java Programmers Should Learn in 2022](https://javarevisited.blogspot.com/2017/12/10-things-java-programmers-should-learn.html) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2022)** [vladmihalcea.com: 14 High-Performance Java Persistence Tips](https://vladmihalcea.com/14-high-performance-java-persistence-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2022)** [vladmihalcea.com: Caching best practices](https://vladmihalcea.com/caching-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2022)** [How to use AWS Security Hub and Amazon OpenSearch Service for SIEM](https://aws.amazon.com/blogs/security/how-to-use-aws-security-hub-and-amazon-opensearch-service-for-siem) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [infoq.com: Incorrect IAM Policy Raised Questions About AWS Access to S3 Data](https://www.infoq.com/news/2022/01/aws-iam-s3-access) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [Simplifying permissions management at scale using tags in AWS Organizations](https://aws.amazon.com/blogs/mt/simplifying-permissions-management-at-scale-using-tags-in-aws-organizations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [Standardize compliance in AWS using DevOps and a Cloud Center of Excellence (CCOE) approach](https://aws.amazon.com/blogs/mt/standardize-compliance-in-aws-using-devops-and-a-cloud-center-of-excellence-ccoe-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(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) [COMMUNITY-TOOL] [TYPESCRIPT/REGO CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [Deploying to Azure: Secure Your GitHub Workflow with OIDC](https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [Extend AWS IAM roles to workloads outside of AWS with IAM Roles Anywhere 🌟](https://aws.amazon.com/blogs/security/extend-aws-iam-roles-to-workloads-outside-of-aws-with-iam-roles-anywhere) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [jimmydqv.com: AWS IAM Anywhere 🌟](https://jimmydqv.com/iam-anywhere) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [How to monitor and query IAM resources at scale – Part 1](https://aws.amazon.com/blogs/security/how-to-monitor-and-query-iam-resources-at-scale-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.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: New – AWS Control Tower Account Factory for Terraform](https://aws.amazon.com/blogs/aws/new-aws-control-tower-account-factory-for-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [thenewstack.io: Container Best Practices: What They Are and Why You Should Care](https://thenewstack.io/containers/container-best-practices-what-they-are-and-why-you-should-care) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.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)** [imaginarycloud.com: Podman vs Docker: What are the differences?](https://www.imaginarycloud.com/blog/podman-vs-docker) [COMMUNITY-TOOL] 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)** [blog.kubesimplify.com: Getting started with ko: A fast container image builder for your Go applications](https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2022)** [developers.redhat.com: Podman expands to the Desktop](https://developers.redhat.com/articles/2022/10/24/podman-expands-desktop) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2022)** [Red Hat Ecosystem Catalog](https://catalog.redhat.com/en/software/containers/explore) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2022)** [tealfeed.com: Kubernetes Audit Logs: Who created or deleted a namespace?](https://tealfeed.com/kubernetes-audit-logs-created-deleted-namespace-ho5o3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [Prometheus and OpenTelemetry Compatibility Issues](https://thenewstack.io/prometheus-and-opentelemetry-just-couldnt-get-along) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [elastic.co: How to configure Elastic Cloud on Kubernetes with SAML and hot-warm-cold architecture](https://www.elastic.co/es/blog/how-to-configure-elastic-cloud-on-kubernetes-with-saml-and-hot-warm-cold-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [kubelog.de](https://kubelog.de) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [thenewstack.io: SLOs in Kubernetes, 1 Year Later](https://thenewstack.io/slos-in-kubernetes-1-year-later) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [sysdig.com: Monitoring Kubernetes in Production](https://www.sysdig.com/blog/monitoring-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [kubermatic.com: The Complete Guide to Kubernetes Metrics](https://www.kubermatic.com/blog/the-complete-guide-to-kubernetes-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [youtube.com: Cloud Quick POCs - Kubernetes monitoring metrics using Grafana Cloud on AWS EKS | Observability | Grafana](https://www.youtube.com/watch?v=FVDHWPxK5nU&ab_channel=CloudQuickPOCs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [anaisurl.com: Full Tutorial: Monitoring and Troubleshooting stack with Prometheus, Grafana, Loki and Komodor 🌟](https://anaisurl.com/full-tutorial-monitoring) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [dev.to: Monitoring Kubernetes cluster logs and metrics using Grafana, Prometheus and Loki](https://dev.to/leroykayanda/kubernetes-monitoring-using-grafana-3dhc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [middlewareinventory.com: Get CPU and Memory Usage of NODES and PODS – Kubectl 🌟](https://www.middlewareinventory.com/blog/cpu-memory-usage-nodes-k8s) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [betterstack.com: 10 Best Kubernetes Monitoring Tools in 2022 🌟](https://betterstack.com/community/comparisons/kubernetes-monitoring-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [adamtheautomator.com: Utilizing Grafana & Prometheus Kubernetes Cluster Monitoring 🌟](https://adamtheautomator.com/prometheus-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [blog.palark.com: Service communication monitoring in Kubernetes with NetFlow](https://palark.com/blog/kubernetes-services-interaction-monitoring-with-netflow) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [newrelic.com: Pixie](https://newrelic.com/platform/kubernetes-pixie) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2022)** [towardsdatascience.com: The Easiest Way to Debug Kubernetes Workloads](https://towardsdatascience.com/the-easiest-way-to-debug-kubernetes-workloads-ff2ff5e3cc75) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [github.com/airwallex: k8s-pod-restart-info-collector](https://github.com/airwallex/k8s-pod-restart-info-collector) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [tennexas.com: Kubernetes Troubleshooting Examples](https://tennexas.com/kubernetes-troubleshooting-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [freecodecamp.org: How to Simplify Kubernetes Troubleshooting](https://www.freecodecamp.org/news/how-to-simplify-kubernetes-troubleshooting) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [komodor.com: Exit Codes In Containers & Kubernetes – The Complete Guide  🌟](https://komodor.com/learn/exit-codes-in-containers-and-kubernetes-the-complete-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [komodor.com: Kubernetes CrashLoopBackOff Error: What It Is and How to Fix It](https://komodor.com/learn/how-to-fix-crashloopbackoff-kubernetes-error) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [loft.sh: Using Kubernetes Ephemeral Containers for Troubleshooting](https://www.vcluster.com/blog/using-kubernetes-ephemeral-containers-for-troubleshooting) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [cloud.redhat.com: Troubleshooting Sandboxed Containers Operator](https://www.redhat.com/en/blog/sandboxed-containers-operator-from-zero-to-hero-the-hard-way-part-2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [decisivedevops.com: Kubernetes Events β€” News feed of your cluster](https://decisivedevops.com/kubernetes-events-news-feed-of-your-kubernetes-cluster-826e08892d7a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [opensource.googleblog.com: Introducing Ephemeral Containers](https://opensource.googleblog.com/2022/01/Introducing%20Ephemeral%20Containers.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [trio.dev: Angular vs React: Is Angular Dead?](https://trio.dev/angular-vs-react) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [dev.to: Top 3 sites for programmers](https://dev.to/why_and_how/top-3-sites-for-programmers-4bmc) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [dev.to: 15 Developer Tools to Make You Super Productive](https://dev.to/sourcegraph/15-developer-tools-to-make-you-super-productive-2g0a) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [dev.to: 19 Valuable GitHub Repositories for Beginner Developers πŸ“šβœ¨](https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [freecodecamp.org: How to Start Learning to Code – Handbook for Beginners](https://www.freecodecamp.org/news/learn-coding-for-everyone-handbook) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [analyticsinsight.net: Top 10 programming languages to learn for better job opportunities in 2022](https://www.analyticsinsight.net/top-10-programming-languages-to-learn-for-better-job-opportunities-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [freecodecamp.org: What is a Full Stack Developer? 2022 Full Stack Engineer Guide](https://www.freecodecamp.org/news/what-is-a-full-stack-developer-full-stack-engineer-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [blog.logrocket.com: Working with Supabase Studio](https://blog.logrocket.com/working-supabase-studio) [COMMUNITY-TOOL] [SQL/TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [opensource.com: 16 reasons DDEV will be your new favorite web development environment](https://opensource.com/article/22/12/ddev) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [What is NoOps? The quest for fully automated IT operations](https://www.cio.com/article/220351/what-is-noops-the-quest-for-fully-automated-it-operations.html) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.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-containers.md)*
-  - **(2022)** [dev.to: Kubernetes TLS, Demystified 🌟](https://dev.to/otomato_io/possible-paths-2hfc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 2: Network](https://blog.gitguardian.com/kubernetes-tutorial-part-2-network) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [raesene.github.io: Let's talk about Kubernetes on the Internet](https://raesene.github.io/blog/2022/07/03/lets-talk-about-kubernetes-on-the-internet) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [xenitab.github.io: Kubernetes Ephemeral Container Security 🌟](https://xenitab.github.io/blog/2022/04/12/ephemeral-container-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [mattermost.com: The Top 7 Open Source Tools for Securing Your Kubernetes Cluster](https://mattermost.com/blog/the-top-7-open-source-tools-for-securing-your-kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [infoworld.com: 10 steps to automating security in Kubernetes pipelines](https://www.infoworld.com/article/2258136/10-steps-to-automating-security-in-kubernetes-pipelines.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to/pavanbelagatti: Kubernetes Security Best Practices For Developers](https://dev.to/pavanbelagatti/kubernetes-security-best-practices-for-developers-2b92) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [collabnix.com: Applying DevSecOps Practices to Kubernetes](https://collabnix.com/applying-devsecops-practices-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [armosec.io: How to Secure Deployments in Kubernetes? 🌟](https://www.armosec.io/blog/secure-kubernetes-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to/aws-builders: Best Practices for Securing Kubernetes Deployments 🌟](https://dev.to/aws-builders/best-practices-for-securing-kubernetes-deployments-1jg6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to/thenjdevopsguy: Securing Kubernetes Pods For Production Workloads](https://dev.to/thenjdevopsguy/securing-kubernetes-pods-for-production-workloads-51oh) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 3: Authn, Authz, Logging & Auditing](https://dev.to/gitguardian/kubernetes-hardening-tutorial-part-3-authn-authz-logging-auditing-3fec) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [sysdig.com: How attackers use exposed Prometheus server to exploit Kubernetes clusters | Miguel HernΓ‘ndez](https://www.sysdig.com/blog/exposed-prometheus-exploit-kubernetes-kubeconeu) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [thenewstack.io: Basic Principles Key to Securing Kubernetes’ Future](https://thenewstack.io/key-basic-principles-to-secure-kubernetes-future) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [thenewstack.io: Securing Kubernetes in a Cloud Native World](https://thenewstack.io/securing-kubernetes-in-a-cloud-native-world) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [copado.com: Applying a Zero Trust Infrastructure in Kubernetes](https://www.copado.com/resources/blog/applying-a-zero-trust-infrastructure-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [tutorialboy24.blogspot.com: A Detailed Talk about K8S Cluster Security from the Perspective of Attackers (Part 2) 🌟](https://tutorialboy24.blogspot.com/2022/09/a-detailed-talk-about-k8s-cluster.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [itnext.io: Performing Security Checks for Deployed Kubernetes Manifests](https://itnext.io/performing-security-checks-for-deployed-kubernetes-manifests-fa9d442b7951) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [itnext.io: Introduction to Kubernetes Security for Security Professionals](https://itnext.io/introduction-to-kubernetes-security-for-security-professionals-a61b424f7a2a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to/mattiasfjellstrom: Kubernetes-101: Security concepts](https://dev.to/mattiasfjellstrom/kubernetes-101-security-concepts-2f4f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [blog.gitguardian.com: Hardening Your Kubernetes Cluster - Threat Model (Pt. 1) 🌟🌟](https://blog.gitguardian.com/hardening-your-k8-pt-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [blog.alexellis.io: What if your Pods need to trust self-signed certificates?](https://blog.alexellis.io/what-if-your-pods-need-to-trust-self-signed-certificates) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to/thenjdevopsguy: The 4 C’s Of Kubernetes Security](https://dev.to/thenjdevopsguy/the-4-cs-of-kubernetes-security-3i9e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(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€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [curity.io: Client Security](https://curity.io/resources/client-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [blog.flant.com: Kubernetes cluster security assessment with kube-bench and kube-hunter](https://palark.com/blog/kubernetes-security-with-kube-bench-and-kube-hunter) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [itnext.io: Kubernetes OWASP Top 10: Centralised Policy Enforcement](https://itnext.io/kubernetes-owasp-top-10-centralised-policy-enforcement-9adc53438e22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [owasp.org: OWASP Kubernetes Top Ten](https://owasp.org/www-project-kubernetes-top-ten) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [sysdig.com: OWASP Kubernetes Top 10 🌟](https://www.sysdig.com/blog/top-owasp-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [itnext.io: Kubernetes OWASP Top 10: Secrets Management](https://itnext.io/kubernetes-owasp-top-10-secrets-management-c996faa87b47) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.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)** [dev.to: Store your Kubernetes Secrets in Git thanks to Kubeseal. Hello SealedSecret! 🌟](https://dev.to/stack-labs/store-your-kubernetes-secrets-in-git-thanks-to-kubeseal-hello-sealedsecret-2i6h) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [piotrminkowski.com: Sealed Secrets on Kubernetes with ArgoCD and Terraform](https://piotrminkowski.com/2022/12/14/sealed-secrets-on-kubernetes-with-argocd-and-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** ["Kubernetes base64 encodes secrets because that makes arbitrary data play nice with JSON. It had nothing to do with the security model (or lack thereof). It did not occur to us at the time that people could mistake base64 for some form of encryption"](https://x.com/originalavalamp) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [macchaffee.com: Plain Kubernetes Secrets are fine 🌟](https://www.macchaffee.com/blog/2022/k8s-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [kubernetes.io: Announcing the Auto-refreshing Official Kubernetes CVE Feed](https://kubernetes.io/blog/2022/09/12/k8s-cve-feed-alpha) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [goteleport.com: A Simple Overview of Authentication Methods for Kubernetes Clusters](https://goteleport.com/blog/kube-authn-methods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [loft.sh: Kubernetes RBAC: Basics and Advanced Patterns](https://www.vcluster.com/blog/kubernetes-rbac-basics-and-advanced-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [marcusnoble.co.uk: Restricting cluster-admin Permissions](https://marcusnoble.co.uk/2022-01-20-restricting-cluster-admin-permissions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [anaisurl.com: RBAC Explained with Examples 🌟](https://anaisurl.com/kubernetes-rbac) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to: Configure RBAC in Kubernetes Like a Boss](https://dev.to/mstryoda/configure-rbac-in-kubernetes-like-a-boss-h67) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [youtube: Kubernetes RBAC Explained | Anton Putra 🌟](https://www.youtube.com/watch?v=iE9Qb8dHqWI) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [raesene.github.io: Auditing RBAC - Redux](https://raesene.github.io/blog/2022/08/14/auditing-rbac-redux) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [dev.to: Binding AWS IAM roles to Kubernetes Service Account for on-prem clusters | Daniele Polencic 🌟](https://dev.to/danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-1icc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [gravitational.com: How to Set Up Kubernetes SSO with SAML](https://goteleport.com/blog/kubernetes-sso-saml) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [thenewstack.io: Securing Access to Kubernetes Environments with Zero Trust](https://thenewstack.io/securing-access-to-kubernetes-environments-with-zero-trust) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [trstringer.com: Create a Basic Kubernetes Validating Webhook](https://trstringer.com/kubernetes-validating-webhook) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [engineering.dynatrace.com: Kubernetes Security Best Practices -Part 1: Role Based Access Control (RBAC)](https://www.dynatrace.com/news/engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [Neon Mirrors: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno](https://kind-brown-cfb734.netlify.app/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [itnext.io: Journey Of A Microservice Application In The Kubernetes World 🌟](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-6abd625c60fe) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [tetrate.io: Using Istio Service Mesh as API Gateway 🌟](https://tetrate.io/blog/istio-service-mesh-api-gateway) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [istio.io: Merbridge - Accelerate your mesh with eBPF](https://istio.io/latest/blog/2022/merbridge) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [freecodecamp.org: Learn Istio – How to Manage, Monitor, and Secure Microservices 🌟](https://www.freecodecamp.org/news/learn-istio-manage-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [Maistra.io](https://maistra.io) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [istio.io: Introducing Ambient Mesh](https://istio.io/latest/blog/2022/introducing-ambient-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [getenvoy.io](https://www.envoyproxy.io/docs/envoy/latest/start/install) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [kiali.io](https://kiali.io) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(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€” *Go to [Section](./istio.md)*
-  - **(2022)** [infracloud.io: Linking Traces with Continuous Profiling using Pyroscope](https://www.infracloud.io/blogs/linking-traces-continuous-profiling-pyroscope) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [thenewstack.io: Reduce Kubernetes Costs Using Autoscaling Mechanisms](https://thenewstack.io/reduce-kubernetes-costs-using-autoscaling-mechanisms) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [blog.scaleway.com: Understanding Kubernetes Autoscaling](https://www.scaleway.com/en/blog/understanding-kubernetes-autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [thinksys.com: Understanding Kubernetes Autoscaling](https://thinksys.com/devops/kubernetes-autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [platform9.com: Kubernetes Autoscaling Options: Horizontal Pod Autoscaler, Vertical Pod Autoscaler and Cluster Autoscaler](https://platform9.com/blog/kubernetes-autoscaling-options-horizontal-pod-autoscaler-vertical-pod-autoscaler-and-cluster-autoscaler) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different Namespace](https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [sysdig.com: Trigger a Kubernetes HPA with Prometheus metrics](https://www.sysdig.com/blog/kubernetes-hpa-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [blog.px.dev: Horizontal Pod Autoscaling with Custom Metrics in Kubernetes 🌟](https://blog.px.dev/autoscaling-custom-k8s-metric) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [itnext.io: Kubernetes Resources and Autoscaling β€” From Basics to Greatness 🌟](https://itnext.io/kubernetes-resources-and-autoscaling-from-basics-to-greatness-7cae17fbf27b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [hub.helm.sh: cluster-autoscaler](https://artifacthub.io/packages/helm/stable/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [opcito.com: A guide to mastering autoscaling in Kubernetes with KEDA](https://www.opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [dev.to/vinod827: Scale your apps using KEDA in Kubernetes](https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [thenewstack.io: Trusted Delivery: Policy-Based Compliance the GitOps Way](https://thenewstack.io/trusted-delivery-policy-based-compliance-the-gitops-way) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [devops.com: Declarative Compliance With Policy-as-Code and GitOps 🌟](https://devops.com/declarative-compliance-with-policy-as-code-and-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [toolbox.com: Why Are Organizations Adopting GitOps for Continuous Deployment in 2022?](https://www.toolbox.com/tech/devops/articles/more-organizations-adopting-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [containerjournal.com: GitOps Workflows and Principles for Kubernetes](https://cloudnativenow.com/topics/gitops-workflows-and-principles-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [piotrminkowski.com: Continuous Development on Kubernetes with GitOps Approach 🌟](https://piotrminkowski.com/2022/06/06/continuous-development-on-kubernetes-with-gitops-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [loft.sh: GitOps + Kubernetes Explained](https://www.vcluster.com/blog/gitops-kubernetes-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [harness.io: 6 Actionable GitOps Best Practices To Help You Get Started](https://www.harness.io/blog/gitops-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [developers.redhat.com: Git best practices: Workflows for GitOps deployments | Christian Hernandez 🌟](https://developers.redhat.com/articles/2022/07/20/git-workflows-best-practices-gitops-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [codefresh.io: How to Model Your Gitops Environments and Promote Releases between Them 🌟](https://octopus.com/blog/how-to-model-your-gitops-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [harness.io: Managing the 'Git' in 'GitOps': 4 Ways to Structure Code in Your GitOps Repos 🌟](https://www.harness.io/blog/gitops-repo-structure) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [developers.redhat.com: How to set up your GitOps directory structure | Christian Hernandez 🌟](https://developers.redhat.com/articles/2022/09/07/how-set-your-gitops-directory-structure) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [thenewstack.io: KubeCon: 14,000 More Engineers Have Their GitOps Basics Down](https://thenewstack.io/kubecon-14000-more-engineers-have-their-gitops-basics-down) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [containerjournal.com: GitOps Workflows Expanding Beyond Kubernetes Clusters](https://cloudnativenow.com/features/gitops-workflows-expanding-beyond-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [developers.redhat.com: GitOps Cookbook: Kubernetes automation in practice](https://developers.redhat.com/articles/2022/12/20/gitops-cookbook-kubernetes-automation-practice) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [containerjournal.com: Best of 2022: GitOps: The Missing Link for CI/CD for Kubernetes](https://cloudnativenow.com/features/gitops-the-missing-link-for-ci-cd-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [thenewstack.io: GitOps as an Evolution of Kubernetes](https://thenewstack.io/gitops-as-an-evolution-of-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [github.blog: Applying GitOps principles to your operations](https://github.blog/enterprise-software/devops/applying-gitops-principles-to-your-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [hackernoon.com: What Is GitOps And Why Is It (Almost) Useless? Part 1](https://hackernoon.com/what-is-gitops-and-why-it-is-almost-useless-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [itnext.io: Necessary Culture Change with GitOps](https://itnext.io/necessary-culture-change-with-gitops-2c63f4fe9604) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [thenewstack.io: Can You GitOps Your APIs?](https://thenewstack.io/can-you-gitops-your-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [thenewstack.io: The Next Kubernetes Management Frontier: Automation. Automation Is No Longer a β€œNice to Have” 🌟🌟](https://thenewstack.io/the-next-kubernetes-management-frontier-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [piotrminkowski.com: GitOps with Advanced Cluster Management for Kubernetes 🌟](https://piotrminkowski.com/2022/10/24/gitops-with-advanced-cluster-management-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(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€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2022)** [dev.to/saintdle: Deploying Nvidia GPU enabled Tanzu Kubernetes Clusters](https://dev.to/saintdle/deploying-nvidia-gpu-enabled-tanzu-kubernetes-clusters-40ma) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2022)** [zdnet.com: VMware brings Tanzu Application Platform into GA to ease Kubernetes adoption](https://www.zdnet.com/article/vmware-brings-tanzu-application-platform-into-ga-to-ease-kubernetes-adoption) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2022)** [web.dev/explore/react](https://web.dev/explore/react) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./react.md)*
-  - **(2022)** [dev.to: Using Kyverno Policies for Kubernetes Governance](https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy' Agent](https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(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)*
-  - **(2022)** [blog.sigstore.dev: How to verify container images with Kyverno using KMS,' Cosign, and Workload Identity](https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [dev.to: When to SNS or SQS](https://dev.to/aws-builders/when-to-sns-or-sqs-2aji) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-messaging.md)*
-  - **(2022)** [jfrog.com: GitHub vs JFrog: Who Can do the Job for DevOps?](https://jfrog.com/blog/github-vs-jfrog-who-can-do-the-job-for-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2022)** [opsmx.com: What is Chaos Engineering?](https://www.opsmx.com/blog/what-is-chaos-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2022)** [thenewstack.io: Operationalizing Chaos Engineering with GitOps](https://thenewstack.io/operationalizing-chaos-engineering-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2022)** [cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation](https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation](https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription](https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create IAM Role using CloudFormation](https://cloudkatha.com/how-to-create-iam-role-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [Accelerate infrastructure as code development with open source Former2](https://aws.amazon.com/blogs/opensource/accelerate-infrastructure-as-code-development-with-open-source-former2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [youtube.com: AWS Cloud Complete Bootcamp Course - CloudFormation | freeCodeCamp 🌟](https://www.youtube.com/watch?v=zA8guDqfv40) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [opensource.com: Open source tools for running a small business in 2022](https://opensource.com/article/21/12/open-source-business-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2022)** [btw.so: Open Source Alternatives 🌟](https://www.btw.so/open-source-alternatives) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2022)** [xataka.com: La Seguridad Social crea una app mΓ³vil para gestionar la nueva cuota de autΓ³nomos: permitirΓ‘ cambiar de tramo mensualmente](https://www.xataka.com/pro/seguridad-social-crea-app-movil-para-gestionar-nueva-cuota-autonomos-permitira-cambiar-tramo-mensualmente-ingresos) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2022)** [billin.net: CΓ³mo ser freelance en EspaΓ±a en 2022](https://www.billin.net/blog/como-ser-freelance) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2022)** [marinaaisa.com: Trabajar en remoto desde EspaΓ±a como 'contractor'](https://marinaaisa.com/es/blog/contractor-eeuu-espana) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2022)** [cincodias.elpais.com: El teletrabajo impulsa la oferta de β€˜freelance’](https://cincodias.elpais.com/cincodias/2022/02/08/fortunas/1644336556_587972.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2022)** [SaaS Solutions - What is the difference between a multi-instance and a multi-tenant architecture](https://www.scaleway.com/en/en/blog/saas-multi-tenant-vs-multi-instance-architectures) [COMMUNITY-TOOL] β€” *Go to [Section](./scaleway.md)*
-  - **(2022)** [Amazon EC2 announces new price and capacity optimized allocation strategy for provisioning Amazon EC2 Spot Instances](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-ec2-price-capacity-optimized-allocation-strategy-provisioning-ec2-spot-instances) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Application Load Balancers now support turning off cross zone load balancing per target group](https://aws.amazon.com/about-aws/whats-new/2022/11/application-load-balancers-turning-off-cross-zone-load-balancing-per-target-group) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon NAT Gateway Now Allows You to Select Private IP Address for Network Address Translation](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-nat-gateway-allows-select-private-ip-address-network-address-translation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Introducing Amazon CloudWatch Metrics Insights (General Availability)](https://aws.amazon.com/about-aws/whats-new/2022/04/amazon-cloudwatch-metrics-insights) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon CloudWatch launches cross-account observability across multiple AWS accounts](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-cloudwatch-cross-account-observability-multiple-aws-accounts) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Lambda Now Supports Up to 10 GB Ephemeral Storage](https://aws.amazon.com/blogs/aws/aws-lambda-now-supports-up-to-10-gb-ephemeral-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Shield Advanced now supports Application Load Balancer for automatic application layer DDoS mitigation](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-shield-application-balancer-automatic-ddos-mitigation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [IAM Access Analyzer now reviews your AWS CloudTrail history to identify actions used across 140 AWS services and generates fine-grained policies](https://aws.amazon.com/about-aws/whats-new/2022/10/iam-access-analyzer-cloudtrail-history-identify-actions-140-aws-services-fine-grained-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Announcing AWS KMS External Key Store (XKS)](https://aws.amazon.com/blogs/aws/announcing-aws-kms-external-key-store-xks) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Single Sign-On launches configurable synchronization for Microsoft Active Directory](https://aws.amazon.com/about-aws/whats-new/2022/04/aws-single-sign-on-configurable-synchronization-microsoft-active-directory) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Single Sign-On (AWS SSO) adds support for AWS Identity and Access Management (IAM) customer managed policies (CMPs)](https://aws.amazon.com/about-aws/whats-new/2022/07/aws-single-sign-on-aws-sso-aws-identity-access-management-iam-customer-managed-policies-cmps) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Announcing new AWS IAM Identity Center APIs to manage users and groups at scale](https://aws.amazon.com/blogs/security/announcing-new-aws-iam-identity-center-apis-to-manage-users-and-groups-at-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [IAM Identity Center adds session management features for improved user experience and cloud security](https://aws.amazon.com/about-aws/whats-new/2022/10/iam-identity-center-session-management-features-improved-user-experience-cloud-security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Identity and Access Management now supports multiple multi-factor authentication (MFA) devices](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-identity-access-management-multi-factor-authentication-devices) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Integration of AWS Well-Architected Tool with AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/06/aws-well-architected-tool-organizations-integration) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Announcing delegated administrator for AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-organizations-delegated-administrator) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon WorkSpaces Introduces Ubuntu Desktops](https://aws.amazon.com/blogs/aws/amazon-workspaces-introduces-ubuntu-desktops) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Announcing dark mode support in the AWS Management Console](https://aws.amazon.com/about-aws/whats-new/2022/10/dark-mode-support-aws-management-console) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon SNS increases the default quota for subscription filter policies by 50x to 10,000 per account](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-sns-increases-default-quota-subscription-filter-policies-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Now Open–AWS Region in Spain](https://aws.amazon.com/blogs/aws/now-open-aws-region-in-spain) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Backup Audit Manager adds centralized reporting for AWS Organizations](https://aws.amazon.com/about-aws/whats-new/2022/11/aws-backup-audit-manager-centralized-reporting-aws-organizations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Heads-Up: Amazon S3 Security Changes Are Coming in April of 2023](https://aws.amazon.com/blogs/aws/heads-up-amazon-s3-security-changes-are-coming-in-april-of-2023) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Announcing Amazon RDS Blue/Green Deployments for safer, simpler, and faster updates](https://aws.amazon.com/about-aws/whats-new/2022/11/amazon-rds-blue-green-deployments-safer-simpler-faster-updates) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon Timestream now enables you to protect your data through AWS Backup](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-timestream-enables-protect-data-through-aws-backup) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon RDS announces integration with AWS Secrets Manager](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-rds-integration-aws-secrets-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon EKS launches automated provisioning and lifecycle management for Windows containers](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-eks-automated-provisioning-lifecycle-management-windows-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [Amazon ECS now integrates with Amazon CloudWatch alarms to improve safety for deployments](https://aws.amazon.com/about-aws/whats-new/2022/12/amazon-ecs-cloudwatch-alarms-safety-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [AWS Cost Explorer’s New Look and Common Use Cases](https://aws.amazon.com/ru/blogs/aws-cloud-financial-management/aws-cost-explorers-new-ui-and-common-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2022)** [microcks.io: Podman Compose support in Microcks](https://microcks.io/blog/podman-compose-support) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [xataka.com: Por quΓ© Amazon ha elegido AragΓ³n para instalar sus tres primeros centros de datos en EspaΓ±a](https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-spain.md)*
-  - **(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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-spain.md)*
-  - **(2022)** [techunwrapped.com: Spain becomes a Cloud Region in 2022](https://techunwrapped.com/spain-becomes-a-cloud-region-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-spain.md)*
-  - **(2022)** [elastic.co: Elastic and AWS: Accelerating the cloud migration journey](https://www.elastic.co/blog/elastic-and-aws-accelerate-your-cloud-migration-journey) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2022)** [How to use AWS Config and CloudTrail to find who made changes to a resource](https://aws.amazon.com/blogs/mt/how-to-use-aws-config-and-cloudtrail-to-find-who-made-changes-to-a-resource) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2022)** [Custom Health Check: HealthCheckCustomConfig](https://docs.aws.amazon.com/cloud-map/latest/api/API_HealthCheckCustomConfig.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2022)** [try.digitalocean.com/cloudplex](https://try.digitalocean.com/cloudplex) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2022)** [business.vogue.es: AdiΓ³s a los jefes tΓ³xicos: este es el nuevo tipo de liderazgo gentil que triunfa](https://www.vogue.es/lideres) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [What's the Difference? Agile vs Scrum vs Waterfall vs Kanban](https://www.smartsheet.com/agile-vs-scrum-vs-waterfall-vs-kanban) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [lucidchart.com: Agile vs. Waterfall vs. Kanban vs. Scrum: What’s the Difference?](https://lucid.co/blog/agile-vs-waterfall-vs-kanban-vs-scrum) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [softwaretestinghelp.com: Kanban Vs Scrum Vs Agile: A Detailed Comparison To Find Differences](https://www.softwaretestinghelp.com/kanban-vs-scrum-vs-agile) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [k21academy.com: Scrum vs Kanban](https://k21academy.com/scrum/scrum-vs-kanban) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [bloo.media: Producto MΓ­nimo Viable ΒΏQuΓ© es y cΓ³mo crearlo?](https://bloo.media/blog/producto-minimo-viable-mvp) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [gammaux.com: CΓ³mo definir un Minimum Viable Product (MVP)](https://www.gammaux.com/blog/como-definir-un-minimum-viable-product-mvp) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [dev.to: Construyendo un MVP sin base de datos](https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [isprox.com: 16 Estilos de liderazgo: ΒΏcuΓ‘l es mΓ‘s efectivo?](https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [portal.tutorialsdojo.com: AWS Digital Courses (free)](https://portal.tutorialsdojo.com/product-category/aws/aws-digital-courses-2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2022)** [linkedin: Sharing My Top 10 resources to use while preparing for AWS Certification Exams](https://www.linkedin.com/pulse/sharing-my-top-10-resources-use-while-preparing-aws-exams-semaan) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2022)** [dev.to: How to become a Certified AWS Solution Architect in 2022](https://dev.to/javinpaul/how-to-become-a-certified-aws-solution-architect-in-2022-35ad) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2022)** [twitch.tv/acloudguruofficial](https://www.twitch.tv/acloudguruofficial) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(2022)** [dev.to: My 12 Favorite Chrome Extensions as a Web Developer](https://dev.to/otomer/my-12-favorite-chrome-extensions-as-a-web-developer-56eg) [COMMUNITY-TOOL] β€” *Go to [Section](./ChromeDevTools.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)** [devblogs.microsoft.com: Getting Started with DevOps and .NET MAUI](https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui) [COMMUNITY-TOOL] [YAML 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)** [thenewstack.io: 7 Tips for Cutting Down Your AWS Kubernetes Bill](https://thenewstack.io/kubernetes/7-tips-for-cutting-down-your-aws-kubernetes-bill) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2022)** [blog.gurock.com: What Is DevTestOps?](https://www.testrail.com/blog/what-is-devtestops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [blog.postman.com: Postman’s Proxy Now Fully Supports HTTPS Endpoints](https://blog.postman.com/postmans-proxy-now-fully-supports-https-endpoints) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - **(2021)** [blog.postman.com: First 5 Things to Try If You’re New to Postman](https://blog.postman.com/postman-first-5-things-to-try) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./postman.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)** [freecodecamp.org: Master API Testing with Postman](https://www.freecodecamp.org/news/master-api-testing-with-postman) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - **(2021)** [cloud.google.com: Your Google Cloud database options, explained](https://cloud.google.com/blog/topics/developers-practitioners/your-google-cloud-database-options-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [Testing Cloud SQL failover: Where to begin](https://cloud.google.com/blog/topics/developers-practitioners/testing-cloud-sql-failover-where-begin) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: A container story - Google Kubernetes Engine](https://cloud.google.com/blog/topics/developers-practitioners/container-story-google-kubernetes-engine) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Save money and time with automated VM management and suspend/resume](https://cloud.google.com/blog/products/compute/guide-to-cost-optimization-through-automated-vm-management) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Where should I run my stuff? Choosing a Google Cloud compute option](https://cloud.google.com/blog/topics/developers-practitioners/where-should-i-run-my-stuff-choosing-google-cloud-compute-option) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: How to transfer your data to Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/how-transfer-your-data-google-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: The next big evolution in serverless computing](https://cloud.google.com/blog/products/serverless/the-next-big-evolution-in-cloud-computing) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [Cloud Functions, meet VPC functionality](https://cloud.google.com/blog/products/serverless/learn-how-to-use-advanced-vpc-functionality-with-your-cloud-functions) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Traffic Director explained!](https://cloud.google.com/blog/topics/developers-practitioners/traffic-director-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Cloud DNS explained!](https://cloud.google.com/blog/topics/developers-practitioners/cloud-dns-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: What is Cloud Load Balancing?](https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-load-balancing) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Google Cloud Networking overview 🌟🌟](https://cloud.google.com/blog/topics/developers-practitioners/google-cloud-networking-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Enabling keyless authentication from GitHub Actions](https://cloud.google.com/blog/products/identity-security/enabling-keyless-authentication-from-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Cloud IDS for network-based threat detection is now generally available](https://cloud.google.com/blog/products/identity-security/announcing-general-availability-of-google-cloud-ids) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: What is Cloud CDN and how does it work?](https://cloud.google.com/blog/topics/developers-practitioners/what-cloud-cdn-and-how-does-it-work) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Service Directory cheat sheet](https://cloud.google.com/blog/topics/developers-practitioners/service-directory-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Service orchestration on Google Cloud](https://cloud.google.com/blog/topics/developers-practitioners/service-orchestration-google-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [devlibrary.withgoogle.com 🌟](https://devlibrary.withgoogle.com) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [anderfernandez.com: CΓ³mo automatizar un script de Python en Google Cloud](https://anderfernandez.com/blog/automatizar-script-python-google-cloud) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [Announcing Apigee Integration: An API-first approach for connecting data and applications](https://cloud.google.com/blog/products/api-management/google-cloud-announces-apigee-integration) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [freecodecamp.org: Web Scraping with Google Sheets – How to Scrape Web Pages with Built-in Functions](https://www.freecodecamp.org/news/web-scraping-google-sheets) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: DevOps and CI/CD on Google Cloud explained](https://cloud.google.com/blog/topics/developers-practitioners/devops-and-cicd-google-cloud-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: The gcloud tool cheat sheet](https://docs.cloud.google.com/sdk/docs/cheatsheet?hl=en) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Introducing Google Cloud Deploy: Managed continuous delivery to GKE](https://cloud.google.com/blog/products/devops-sre/google-cloud-deploy-automates-deploys-to-gke) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [cloud.google.com: Anthos makes multi-cloud easier with new API, support for Azure](https://cloud.google.com/blog/products/containers-kubernetes/google-cloud-anthos-multicloud-api-and-gke-on-azure-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [enterprisersproject.com: DevOps: 3 skills needed to support its future in the enterprise](https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devblogs.microsoft.com: DevOps Dojo – Culture and Mindset](https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: 5 Cloud Automation Tips for Developers and DevOps](https://thenewstack.io/5-cloud-automation-tips-for-developers-and-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [redhat.com: Tales from the field: A system administrator's guide to IT automation](https://www.redhat.com/en/blog/it-automation-book) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: DevOps, DevApps and the Death of Infrastructure](https://thenewstack.io/devops-devapps-and-the-death-of-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [stackoverflow.blog: How developers can be their own operations department](https://stackoverflow.blog/2021/05/24/how-developers-can-be-their-own-operations-department) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [github.blog: 5 DevOps tips to speed up your developer workflow 🌟](https://github.blog/developer-skills/5-devops-tips-to-speed-up-your-developer-workflow) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [softwebsolutions.com: DevOps and Microservices – Creating change together](https://www.softwebsolutions.com/resources/devops-and-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: Microservices Transformed DevOps β€” Why Security Is Next](https://thenewstack.io/microservices-transformed-devops-why-security-is-next) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: Unlocking Your DevOps Automation Mindset 🌟](https://devops.com/unlocking-your-devops-automation-mindset) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [weblineindia.com: DevOps Automation – Everything You Need to Know](https://www.weblineindia.com/blog/all-about-devops-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devopsonline.co.uk: The role of Automation in DevOps](https://www.devopsonline.co.uk/the-role-of-automation-in-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: 7 Trends Influencing DevOps and DevSecOps Adoption](https://devops.com/7-trends-influencing-devops-and-devsecops-adoption) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: DevOps Trends to Watch in 2021 🌟](https://devops.com/devops-trends-to-watch-in-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: DevOps at the Crossroads: The Future of Software Delivery](https://thenewstack.io/devops-at-the-crossroads-the-future-of-software-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: DevOps for the Development and Delivery of High-Performance Applications](https://devops.com/devops-for-the-development-and-delivery-of-high-performance-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devopscube.com: Become A DevOps Engineer in 2021: A Comprehensive Guide](https://devopscube.com/become-devops-engineer) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [linkedin.com/pulse: Top 10 skills a DevOps engineer should possess](https://www.linkedin.com/pulse/top-10-skills-devops-engineer-should-possess-saurabh-badhwar) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [intellipaat.com: What Does a DevOps Engineer Do? 🌟](https://intellipaat.com/blog/what-does-a-devops-engineer-do) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: 6 Signs You’re Doing DevOps Correctly](https://devops.com/6-signs-youre-doing-devops-correctly) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [cst-bg.net: 13 clues you are doing DevOps right 🌟](https://www.cst-bg.net/post/13-clues-to-good-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [bmc.com: DevOps Metrics for Optimizing CI/CD Pipelines](https://www.bmc.com/blogs/devops-ci-cd-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [content.techgig.com: 5 Best DevOps practices for beginners](https://content.techgig.com/5-best-devops-practices-for-beginners/articleshow/81368965.cms) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: 3 Habits of Highly Successful DevOps Teams](https://thenewstack.io/3-habits-of-highly-successful-devops-teams) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [opensource.com: A DevOps guide to documentation](https://opensource.com/article/21/3/devops-documentation) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [infoq.com: DevOps is Not Enough for Scaling and Evolving Tech-Driven Organizations: a Q&A with Eduardo da Silva](https://www.infoq.com/articles/devops-not-enough-scaling-tech-driven-organizations) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [zdnet.com: Stop calling DevOps teams 'DevOps teams' 🌟🌟](https://www.zdnet.com/article/stop-calling-devops-teams-devops-teams) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: Languages and DevOps: Recommendations](https://devops.com/languages-and-devops-recommendations) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.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)** [youtube: The best DevOps tools, frameworks, and platforms in 2021 🌟](https://www.youtube.com/watch?v=js-rq7SvPpE&ab_channel=DevOpsToolkit) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [chaossearch.io: 9 Essential DevOps Tools for 2021](https://www.chaossearch.io/blog/essential-devops-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: Nine Pillars of DevOps Best Practices](https://devops.com/nine-pillars-of-devops-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [getxray.app: Get started with DevOps: principles, best practices and tips](https://www.getxray.app/blog/get-started-with-devops-principles-best-practices-and-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [dev.to: DEV-OPS](https://dev.to/attaullahshafiq10/dev-ops-59dm) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [dev.to: 5 GitHub Projects to make you a better DevOps Engineer 🌟](https://dev.to/ankit01oss/5-github-projects-to-make-you-a-better-devops-engineer-2fkl) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [cloudbees.com: How to Nail DevOps Governance and Compliance in a Highly Regulated Industry 🌟](https://www.cloudbees.com/blog/how-to-nail-devops-governance-and-compliance-in-a-highly-regulated-industry) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [forbes.com: DevOps: What You Need To Know 🌟](https://www.forbes.com/sites/tomtaulli/2021/07/16/devops-what-you-need-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [valuecoders.com: Why Should You Adopt DevOps To Deliver Business Value Rapidly?](https://www.valuecoders.com/blog/devops/devops-for-enterprises-growth) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [devops.com: Yeah, You’re Doing DevOps](https://devops.com/yeah-youre-doing-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [infoq.com: How External IT Providers Can Adopt DevOps Practices 🌟](https://www.infoq.com/news/2021/08/external-IT-providers-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [dev.to: DevOps Is Not Automation](https://dev.to/run-x/devops-is-not-automation-2amo) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [siliconangle.com: β€˜DevOps for Dummies’ author Emily Freeman introduces revolutionary model for modern software development](https://siliconangle.com/2021/09/29/devops-dummies-author-emily-freeman-introduces-revolutionary-model-modern-software-development-awsq3) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [freecodecamp.org: DevOps Engineering Course for Beginners](https://www.freecodecamp.org/news/devops-engineering-course-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [containerjournal.com: 9 Pillars of Engineering DevOps With Kubernetes](https://cloudnativenow.com/uncategorized/9-pillars-of-engineering-devops-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: Maximizing the Value of Containerization for DevOps](https://thenewstack.io/maximizing-the-value-of-containerization-for-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(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€” *Go to [Section](./devops.md)*
-  - **(2021)** [containerjournal.com: Best of 2021 – Kubernetes Enables DevOps-as-a-Service (DaaS)](https://cloudnativenow.com/features/kubernetes-enables-devops-as-a-service-daas) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [infoworld.com: 5 devops practices to improve application reliability](https://www.infoworld.com/article/2263821/5-devops-practices-to-improve-application-reliability.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [sqlshack.com: 6 Reasons why you can’t have DevOps without Test Automation 🌟](https://www.sqlshack.com/6-reasons-why-you-cant-have-devops-without-test-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [forbes.com: Who Should Own The Job Of Observability In DevOps?](https://www.forbes.com/councils/forbestechcouncil/2021/09/03/who-should-own-the-job-of-observability-in-devops/?streamIndex=0) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [information-age.com: DevOps vs Agile: distinguishing and combining the two](https://www.information-age.com/devops-vs-agile-distinguishing-and-combining-the-two-20117) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [calcalistech.com: β€œDevOps is a culture, it's not a job description”](https://www.calcalistech.com/ctechnews/article/s1mlpunf9) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [dev.to: Your Roadmap to Become a DevOps Engineer in 2021](https://dev.to/kodekloud/your-roadmap-to-become-a-devops-engineer-in-2020-i1n) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [DevOps as a Service: Migrating Your Entire DevOps Stack to the Cloud](https://devops.com/devops-as-a-service-migrating-your-entire-devops-stack-to-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [thenewstack.io: The Coming Era of Data as Code 🌟](https://thenewstack.io/the-coming-era-of-data-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [arrikto.com: What is Data as Code 🌟](https://www.arrikto.com/blog/what-is-data-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.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)*
-  - **(2021)** [cloud.google.com: Follow your org’s app dev best practices with Cloud Code custom samples 🌟](https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.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)** [Jenkins Configuration as Code on Kubernetes 🌟](https://github.com/nubenetes/jenkins-CasC-kubernetes-demo) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [youtube: Modular Pipeline Library: 4. Petclinic Pipeline 🌟](https://www.youtube.com/watch?v=GLtvxY1S3Aw) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [youtube: How to set up AWS Kubernetes Jenkins pipeline](https://www.youtube.com/watch?v=zI7_8M2KtRI&ab_channel=MicroserviceFactory) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Modernize Your CI/CD Pipeline Using Jenkins X with Amazon EKS](https://aws.amazon.com/blogs/apn/modernize-your-ci-cd-pipeline-using-jenkins-x-with-amazon-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [thomasthornton.cloud: If, elseif or else in GitHub Actions](https://thomasthornton.cloud/if-elseif-or-else-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [yankils/Simple-DevOps-Project](https://github.com/yankils/Simple-DevOps-Project) [COMMUNITY-TOOL] [SHELL/DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/eon01/kubernetes-workshop](https://github.com/eon01/kubernetes-workshop) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [howtoforge.com: How to create a Deployment in Kubernetes](https://www.howtoforge.com/create-a-deployment-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: K8s raise StatefulSet volume size with low impact](https://itnext.io/k8s-raise-statefulset-volume-size-with-low-impact-33fe1e2576f6) [COMMUNITY-TOOL] [YAML/SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: Build a highly available Node.js application using Docker, NGINX and AWS ELB](https://dev.to/sowmenappd/build-a-highly-available-node-js-application-using-docker-nginx-and-aws-elb-3cjp) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT/SHELL CONTENT] β€” *Go to [Section](./demos.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)** [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)*
-  - **(2021)** [shipa.io: Deploying a real-world application on Kubernetes](https://shipa.io/a-real-world-application-deployment-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Bootstrap GitOps with Red Hat OpenShift Pipelines and kam CLI](https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Getting started with Tekton and Pipelines](https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Continuous Delivery on Kubernetes with Database using ArgoCD and Liquibase](https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Building and Deploying a Weather Web Application onto Kubernetes/Red Hat OpenShift using Eclipse JKube](https://itnext.io/building-and-deploying-a-weather-web-application-onto-kubernetes-red-hat-openshift-using-eclipse-62bf7c924be4) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [youtube: Deploy your Java applications to the Cloud using Eclipse JKube (petclinic) 🌟](https://www.youtube.com/watch?v=vgIwRX4LXfU) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [todaywasawesome/oss-apps: OSS Applications](https://github.com/todaywasawesome/oss-apps) [COMMUNITY-TOOL] [YAML/HELM CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.stephane-robert.info: Ansible - Utiliser MySQL comme inventaire dynamique (Use MySQL as a dynamic inventory)](https://blog.stephane-robert.info/post/ansible-utiliser-mysql-comme-inventaire-dynamique) [COMMUNITY-TOOL] [YAML/PYTHON/SQL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [redhat.com: Build a lab in 36 seconds with Ansible](https://www.redhat.com/en/blog/build-VM-fast-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: A Developer focused CI/CD pipeline for Kubernetes](https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa](https://shipa.io/gitops) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [kruyt.org: Running a mailserver in Kubernetes](https://kruyt.org/running-a-mailserver-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/developer-guy: Set up HA k3s cluster on DigitalOcean using Terraform' + Ansible](https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Proof of Concept: Nexus3 Chart configuration on Kubernetes](https://github.com/nubenetes/nexus3-helm-chart) [COMMUNITY-TOOL] [SMARTY CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics and AKS Periscope](https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [cloud.google.com: Troubleshooting services on Google Kubernetes Engine by example 🌟](https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [webhooks.app](https://webhooks.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [matthewpalmer.net: Kubernetes Ingress with Nginx Example 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Kubernetes Multicluster with Kind and Cilium](https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Deploying Node.js applications to Kubernetes with Nodeshift and Minikube](https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [digitalocean.com: How To Deploy a Scalable and Secure Django Application with Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven Plugin and Buildpacks](https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [MapIt](https://github.com/siamaksade/mapit-spring) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Containerize and deploy Strapi CMS applications on Kubernetes and Red Hat OpenShift](https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift) [COMMUNITY-TOOL] [JAVASCRIPT 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)** [developers.redhat.com: Build and store universal application images on OpenShift (with Buildah)](https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-application-images-openshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [youtube: No YAML! Kubernetes done the easy way | DevNation Tech Talk](https://www.youtube.com/watch?v=jBDmX85IjLM&ab_channel=RedHatDeveloper) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: New application samples in Red Hat OpenShift 4.8](https://developers.redhat.com/articles/2021/10/01/new-application-samples-red-hat-openshift-48) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [javatechonline.com: How To Deploy Spring Boot Application In Docker?](https://javatechonline.com/deploy-spring-boot-docker-spring-boot) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [redhat.com: Getting started with JBoss](https://www.redhat.com/en/blog/getting-started-jboss) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [trstringer.com: Deploy to AKS from GitHub Actions 🌟](https://trstringer.com/deploy-to-aks-from-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [howtoforge.com: How to deploy your first pod on a Kubernetes Cluster](https://www.howtoforge.com/how-to-deploy-your-first-pod-on-a-kubernetes-cluster) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Journey Of A Microservice Application In The Kubernetes World](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.flant.com: Our experience with Postgres Operator for Kubernetes by Zalando](https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube 🌟](https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [consul.io: Ingress Gateways on Kubernetes 🌟](https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices for Cluster Setup 🌟](https://www.stackrox.io/blog/rancher-kubernetes-engine-security-part-1) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Kubernetes CI/CD with Tekton and ArgoCD 🌟](https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [infracloud.io: Multicluster GitOps with ArgoCD](https://www.infracloud.io/blogs/multicluster-gitops-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.argoproj.io: Getting started with ApplicationSets](https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [opensource.com: Get started with Argo CD 🌟](https://opensource.com/article/21/8/argo-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.argoproj.io: Introducing the AppSource Controller for ArgoCD](https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts 🌟🌟](https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: Building GitLab Pipelines on OpenShift](https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.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)** [youtube: GitOps Guide to the Galaxy (Ep 12): Flux On OpenShift](https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [aws.amazon.com: Deploy a kubernetes application](https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [aws blogs: Git Push to Deploy Your App on EKS](https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dzone: deploying a kubernetes cluster with amazon eks 🌟](https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/MatthewCYLau: React App on Google Kubernetes Engine (GKE) with' Terraform](https://github.com/MatthewCYLau/gcp-react-gke-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/MatthewCYLau: TypeScript Node Express Google Kubernetes Engine' (GKE)](https://github.com/MatthewCYLau/node-express-typescript-k8-gke) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images 🌟](https://pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [opensource.com: Implement governance on your Kubernetes cluster](https://opensource.com/article/21/12/kubernetes-gatekeeper) [COMMUNITY-TOOL] [YAML / REGO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developer.ibm.com: Example exercises to differentiate OpenShift and Kubernetes](https://developer.ibm.com/tutorials/examples-differentiate-openshift-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/OpenShiftDemos 🌟](https://github.com/OpenShiftDemos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Serverless Java Functions on OpenShift](https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: What is Knative Serving? A Friendly Guide](https://dev.to/wiggitywhitney/9-waa-w-what-is-knative-serving-a-friendly-guide-28f6) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration](https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)](https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo](https://k21academy.com/terraform/terraform-automate-aws-vm) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS](https://adamtheautomator.com/terraform-and-aws-rds) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [middlewareinventory.com: Terraform Create Multiple EC2 with different Configs – for_each and count together](https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [https://github.com/chenjd/terraform-101 🌟](https://github.com/chenjd/terraform-101) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Monitoring Services like an SRE in OpenShift ServiceMesh](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.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)** [itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin 🌟](https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift](https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: SSO Integration for the OpenShift GitOps Operator](https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Managing GitOps control planes for secure GitOps practices 🌟](https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster 🌟](https://devopscube.com/jenkins-build-agents-kubernetes) [COMMUNITY-TOOL] [YAML 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)** [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)** [Red Hat CodeReady Containers (Minishift equivalent for OpenShift 4.2 or newer) - step-by-step demo guides](https://github.com/marcredhat/crcdemos) [COMMUNITY-TOOL] [SHELL 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)** [ref 4](https://hub.docker.com/r/alwin2/petclinic-customers-service) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [ref 9 - I have a branch that adds Docker, Kubernetes and Knative into the mix - planning on submitting a PR at some point](https://github.com/trisberg/spring-petclinic) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 1](https://travelrasik.com/category/asia) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 1](https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-storage-using-rest-api) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 2](https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-storage-using-rest-api-part-2) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piomin/sample-quarkus-serverless-kafka](https://github.com/piomin/sample-quarkus-serverless-kafka) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger tracing](https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot β€” Revision 1](https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA 🌟](https://tomd.xyz/kubernetes-event-driven-keda) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [hasura.io: A Simple, Realtime, Event Driven Architecture with QR Codes](https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [technologyreview.com: Andrew Ng: Forget about building an AI-first business. Start with a mission 🌟](https://www.technologyreview.com/2021/03/26/1021258/ai-pioneer-andrew-ng-machine-learning-business) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2021)** [freecodecamp.org: Ace Your Deep Learning Job Interview](https://www.freecodecamp.org/news/ace-your-deep-learning-job-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2021)** [fairwinds.com: Never Should You Ever In Kubernetes: #1 Do K8S The Hard Way](https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-1-do-k8s-the-hard-way) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [pionative.com: 6 Important things you need to run Kubernetes in production](https://pionative.com/6-important-things-you-need-to-run-kubernetes-in-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [hackernoon.com: Kubernetes Cluster Must-Haves To Be Production Ready](https://hackernoon.com/kubernetes-cluster-must-haves-to-be-production-ready) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [containerjournal.com: 4 Expert-Level Things I Wish I’d Known About Kubernetes](https://cloudnativenow.com/features/4-expert-level-things-i-wish-id-known-about-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: Prevent Configuration Errors in Kubernetes](https://dev.to/solegaonkar/prevent-configuration-errors-in-kubernetes-30dn) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [weave.works: Production Ready Checklists for Kubernetes 🌟](https://go.weave.works/production-ready-kubernetes-checklist.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Kubernetes Horror Stories](https://thenewstack.io/kubernetes-horror-stories) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.kintone.io: Rebooting a LOT of Kubernetes nodes in a declarative way](https://blog.kintone.io/entry/2021/01/14/160935) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.kintone.io: Tolerating failures in container image registries 🌟](https://blog.kintone.io/entry/neco-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [usepine.com: Improving cert-manager HTTP01 self-check speed](https://www.usepine.com/blog/en/improving-cert-manager-self-check-speed-when-issuing-certificates) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.cloudflare.com: Automatic Remediation of Kubernetes Nodes](https://blog.cloudflare.com/automatic-remediation-of-kubernetes-nodes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Graceful Shutdown | Daniele Polencic 🌟](https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [martinheinz.dev: Keeping Kubernetes Clusters Clean and Tidy 🌟](https://martinheinz.dev/blog/60) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [releasehub.com: Kubernetes Health Checks - 2 Ways to Improve Stability in Your Production Applications](https://release.com/blog/kubernetes-health-checks-2-ways-to-improve-stability) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [fairwinds.com: Never Should You Ever In Kubernetes Part 3: 6 K8s Reliability Mistakes](https://www.fairwinds.com/blog/6-kubernetes-reliability-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [fairwinds.com: Never Should You Ever In Kubernetes Part 4: Three K8s Efficiency Mistakes](https://www.fairwinds.com/blog/3-kubernetes-efficiency-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [vladimir.varank.in: Making sense of requests for CPU resources in Kubernetes 🌟](https://vladimir.varank.in/notes/2021/09/making-sense-of-requests-for-cpu-resources-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: How does kubernetes work?](https://thenewstack.io/how-does-kubernetes-work) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes is Hard! 🌟](https://itnext.io/kubernetes-is-hard-190f1d0c6d36) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(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€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [containerjournal.com: Kubernetes’ True Superpower is its Control Plane](https://cloudnativenow.com/kubeconcnc/kubernetes-true-superpower-is-its-control-plane) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trstringer.com: What Determines if a Kubernetes Node is Ready?](https://trstringer.com/kubernetes-node-ready) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoq.com: The Evolution of Distributed Systems on Kubernetes](https://www.infoq.com/articles/distributed-systems-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [rancher.com: The Three Pillars of Kubernetes Container Orchestration 🌟](https://www.suse.com/c/rancher_blog/the-three-pillars-of-kubernetes-container-orchestration) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [speakerdeck.com: Kubernetes Pod internals with the fundamentals of Containers](https://speakerdeck.com/devinjeon/kubernetes-pod-internals-with-the-fundamentals-of-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [talos-systems.com: Is Vanilla Kubernetes Really Too Heavy For The Raspberry Pi?](https://www.siderolabs.com/blog/is-vanilla-kubernetes-really-too-heavy-for-the-raspberry-pi) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: K8s Tips: Accessing the API Server From a Pod](https://itnext.io/k8s-tips-accessing-the-api-server-from-a-pod-f6f72bc847de) [COMMUNITY-TOOL] [BASH/YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [loft.sh: Kubernetes Admission Controllers: What They Are and Why They Matter](https://www.vcluster.com/blog/kubernetes-admission-controllers-what-they-are-and-why-they-matter) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Using Admission Controllers to Detect Container Drift at Runtime](https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Sandbox Environments with Virtual Clusters](https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b296777) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [techradar.com: Three tips to implement Kubernetes with open standards](https://www.techradar.com/news/three-tips-to-implement-kubernetes-with-open-standards) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Kubernetes-in-Kubernetes and the WEDOS PXE bootable server farm](https://kubernetes.io/blog/2021/12/22/kubernetes-in-kubernetes-and-pxe-bootable-server-farm) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [containerjournal.com: Overcoming Kubernetes Infrastructure Challenges](https://cloudnativenow.com/topics/cloudnativeplatforms/overcoming-kubernetes-infrastructure-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.sighup.io: Hierarchical Namespace Controller (HNC): a look into the future of Kubernetes Multitenancy](https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [vamsitalkstech.com: Kubernetes Multi-tenancy Best Practices & Architecture Model..(2/2)](https://www.vamsitalkstech.com/architecture/kubernetes-multitenancy-best-practices-architecture-models-2-2) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Three Tenancy Models For Kubernetes](https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [vamsitalkstech.com: Introduction to Kubernetes Multi-tenancy..(1/2)](https://www.vamsitalkstech.com/architecture/a-deepdive-into-kubernetes-multitenancy-1-2) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dustinspecker.com: iptables: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/iptables-how-kubernetes-services-direct-traffic-to-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [arthurchiao.art: Cracking kubernetes node proxy (aka kube-proxy)](https://arthurchiao.art/blog/cracking-k8s-node-proxy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [tigera.io: Comparing kube-proxy modes: iptables or IPVS?](https://www.tigera.io/blog/comparing-kube-proxy-modes-iptables-or-ipvs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [piotrminkowski.com: Kubernetes Multicluster with Kind and Submariner](https://piotrminkowski.com/2021/07/08/kubernetes-multicluster-with-kind-and-submariner) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dustinspecker.com: IPVS: How Kubernetes Services Direct Traffic to Pods](https://dustinspecker.com/posts/ipvs-how-kubernetes-services-direct-traffic-to-pods) [COMMUNITY-TOOL] [GO/BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kube.careers: Kubernetes jobs market trends for 2021 (Q4)](https://kube.careers/report-2021-q4) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: A Deep Dive Into Kubernetes Schema Validation](https://dev.to/datreeio/a-deep-dive-into-kubernetes-schema-validation-39ll) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [datree.io: A Deep Dive Into Kubernetes Schema Validation 🌟](https://www.datree.io/resources/kubernetes-schema-validation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [okteto.com: Run your Pull Request Preview Environments on Kubernetes](https://www.okteto.com/blog/preview-environments-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [pulumi.com: Kubernetes Fundamentals Part One - Python instead of YAML 🌟](https://www.pulumi.com/blog/kubernetes-fundamentals-part-one) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [K8s prevent queue worker Pod from being killed during deployment](https://itnext.io/k8s-prevent-queue-worker-pod-from-being-killed-during-deployment-4252ea7c13f6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [fairwinds.com: Over-Provisioned and Over-Permissioned Containers & Kubernetes](https://www.fairwinds.com/blog/over-provisioned-and-over-permissioned-containers-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Governance, Risk and Compliance with Kubernetes](https://thenewstack.io/governance-risk-and-compliance-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [tremolosecurity.com: Pipelines and Kubernetes Authentication](https://www.tremolo.io/post/pipelines-and-kubernetes-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [fairwinds.com: K8s Clinic: How to Run Kubernetes Securely and Efficiently 🌟](https://www.fairwinds.com/blog/k8s-clinic-how-to-run-kubernetes-securely-and-efficiently) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: PodSecurityPolicy Deprecation: Past, Present, and Future 🌟](https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present-and-future) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [fairwinds.com: Never Should You Ever In Kubernetes Part 2: Kubernetes Security Mistakes](https://www.fairwinds.com/blog/never-should-you-ever-in-kubernetes-part-2-kubernetes-security-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Lifecycle of Kubernetes Network Policies and Best Practices](https://itnext.io/lifecycle-of-kubernetes-network-policies-749b5218f684) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Integrating Compliance for Kubernetes Pipeline](https://itnext.io/integrating-compliance-for-kubernetes-pipeline-c538415401c5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Exploring the New Kubernetes Maturity Model](https://thenewstack.io/exploring-the-new-kubernetes-maturity-model) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoq.com: The Kubernetes Effect](https://www.infoq.com/articles/kubernetes-effect) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Living with Kubernetes: Multicluster Management](https://thenewstack.io/living-with-kubernetes-multicluster-management) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: How to deploy a cross-cloud Kubernetes cluster with built-in disaster recovery 🌟](https://itnext.io/how-to-deploy-a-cross-cloud-kubernetes-cluster-with-built-in-disaster-recovery-bbce27fcc9d7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [opensource.com: 8 Kubernetes insights for 2021](https://opensource.com/article/21/1/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [lastweekinaws.com: Is ECS deprecated? Has Kubernetes won?](https://www.lastweekinaws.com/blog/reader-mailbag-is-ecs-deprecated) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoq.com: Experts Discuss Top Kubernetes Trends and Production Challenges](https://www.infoq.com/articles/kubernetes-trends-and-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [superuser.openstack.org: Run Your Kubernetes Cluster on OpenStack in Production](https://superuser.openinfra.org/articles/run-your-kubernetes-cluster-on-openstack-in-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.px.dev: How etcd works and 6 tips to keep in mind](https://blog.px.dev/etcd-6-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)** [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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dynatrace.com: Kubernetes vs Docker: What’s the difference?](https://www.dynatrace.com/news/blog/kubernetes-vs-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [imaginarycloud.com: Docker VS Kubernetes? It should be Docker + Kubernetes](https://www.imaginarycloud.com/blog/docker-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [stackify.com: The Advantages of Using Kubernetes and Docker Together](https://stackify.com/kubernetes-docker-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [decipherzone.com: Kubernetes vs Docker Swarm: A Container Orchestration Tools Comparison](https://www.decipherzone.com/blog-detail/kubernetes-vs-docker-swarm) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Lessons learned from managing a Kubernetes cluster for side projects (GKE)](https://itnext.io/lessons-learned-from-managing-a-kubernetes-cluster-for-side-projects-780fbbacf36c) [COMMUNITY-TOOL] 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)** [itnext.io: CKS Exam Series #9 RBAC v2](https://itnext.io/cks-exam-series-9-rbac-v2-23ee24dd77cd) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.palark.com: Failure stories #2. How to destroy Elasticsearch while migrating it within Kubernetes](https://palark.com/blog/failure-stories-elasticsearch-migration-within-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [openshift.com: Topology Aware Scheduling in Kubernetes Part 1: The High Level Business Case](https://www.redhat.com/en/blog/topology-aware-scheduling-in-kubernetes-part-1-the-high-level-business-case) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [qwinix.io: What Is Kubernetes? K8s Uses, Benefits, & More](https://www.qwinix.io/blog-what-is-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [harness.io: Introducing Recommendations API: Find Potential Cost Savings Programmatically](https://www.harness.io/blog/recommendations-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoq.com: Cloud Native and Kubernetes Observability: Expert Panel](https://www.infoq.com/articles/cloud-native-observability) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infracloud.io: Avoiding Kubernetes Cluster Outages with Synthetic Monitoring](https://www.infracloud.io/blogs/avoiding-kubernetes-cluster-outages-synthetic-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [infoq.com: Kubernetes Workloads in the Serverless Era: Architecture, Platforms, and Trends](https://www.infoq.com/articles/kubernetes-workloads-serverless-era) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Essential Tools: 2021](https://itnext.io/kubernetes-essential-tools-2021-def12e84c572) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [civo.com: Get up and running with Kubeflow on Civo Kubernetes](https://www.civo.com/learn/get-up-and-running-with-kubeflow-on-civo-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Annotating Kubernetes Services for Humans](https://kubernetes.io/blog/2021/04/20/annotating-k8s-for-humans) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Tips & Tricks for CKA, CKAD and CKS exams](https://itnext.io/tips-tricks-for-cka-ckad-and-cks-exams-cc9dade1f76d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kodekloud.com: CKA vs CKAD vs CKS – What is the Difference](https://kodekloud.com/blog/cka-vs-ckad-vs-cks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [learnk8s.io/first-steps](https://learnkube.com/training) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [ubuntuask.com: Best New Kubernetes Books](https://ubuntuask.com/blog/best-new-kubernetes-books) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: How to make exclusive locks in Kubernetes](https://dev.to/madmaxx/how-to-make-exclusive-locks-in-kubernetes-23if) [COMMUNITY-TOOL] [GO/YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [rpadovani.com: How Kubernetes picks which pods to delete during scale-in](https://rpadovani.com/k8s-algorithm-pick-pod-scale-in) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [howtoforge.com: How to create Multi-Container Pods in Kubernetes](https://www.howtoforge.com/multi-container-pods-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [iximiuz.com: Service proxy, pod, sidecar, oh my!](https://iximiuz.com/en/posts/service-proxy-pod-sidecar-oh-my) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenucleargeeks.com: Introduction to Kubernetes Pods](https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thecloudblog.net: Kubernetes Container Lifecycle Events and Hooks](https://thecloudblog.net/lab/kubernetes-container-lifecycle-events-and-hooks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trstringer.com: Kubernetes Taints, Tolerations, and Understanding the PreferNoSchedule Effect](https://trstringer.com/understanding-prefernoschedule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #8: Kubernetes Object Name, Labels, Selectors and Namespace](https://millionvisit.blogspot.com/2021/02/kubernetes-for-developers-8-Object%20Name-Labels-Selectors-Namespace.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #11: Pod Organization using Labels](https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-11-pod-organization-using-labels.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: How do applications run on kubernetes?](https://thenewstack.io/how-do-applications-run-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [youtube: Kubernetes 101: Get Better Uptime with K8s Health Checks](https://www.youtube.com/watch?v=D9w3DH1zAc8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: Kubernetes Health Checks Using Probes](https://thenewstack.io/kubernetes-health-checks-using-probes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Readiness Probes β€” Examples & Common Pitfalls](https://itnext.io/kubernetes-readiness-probes-examples-common-pitfalls-136e3a9a058d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.newrelic.com: Kubernetes Fundamentals, Part 2: How to Use Health Checks](https://newrelic.com/blog/infrastructure-monitoring/kubernetes-health-checks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [martinheinz.dev: Improving Application Availability with Pod Readiness Gates](https://martinheinz.dev/blog/63) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to: Configure Kubernetes Readiness and Liveness Probes - Tutorial | Pavan Belagatti 🌟](https://dev.to/pavanbelagatti/configure-kubernetes-readiness-and-liveness-probes-tutorial-478p) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [sysdig.com: Understanding Kubernetes limits and requests by example 🌟](https://www.sysdig.com/blog/kubernetes-limits-requests) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [openshift.com: Sizing Applications in Kubernetes](https://www.redhat.com/en/blog/sizing-applications-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.newrelic.com: Kubernetes Fundamentals, Part 1: How to Manage Cluster Capacity with Requests and Limits](https://newrelic.com/blog/infrastructure-monitoring/kubernetes-request-and-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Resource Management in Production](https://itnext.io/kubernetes-resource-management-in-production-d5382c904ed1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [dev.to/aurelievache: Understanding Kubernetes: part 22 – LimitRange](https://dev.to/aurelievache/understanding-kubernetes-part-22-limitrange-144l) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [netdata.cloud: Kubernetes Throttling Doesn’t Have To Suck. Let Us Help! 🌟🌟](https://www.netdata.cloud/blog/kubernetes-throttling-doesnt-have-to-suck-let-us-help) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [All you need to know to get started with the Kube Scheduler](https://gist.github.com/luisalfonsopreciado/40a0fc2319241d517832affdce2bc1ff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: 5 Essential Tips to Manage Kubernetes Costs](https://thenewstack.io/5-essential-tips-to-manage-kubernetes-costs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: 5 Expensive Kubernetes Cost Traps and How to Deal with Them](https://thenewstack.io/5-expensive-kubernetes-cost-traps-and-how-to-deal-with-them) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [containerjournal.com: Assessing the True Cost of Kubernetes](https://cloudnativenow.com/features/assessing-the-true-cost-of-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [hackernoon.com: Reducing Kubernetes Costs](https://hackernoon.com/reducing-kubernetes-costs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: KubeCost: Monitor Kubernetes Costs with kubectl](https://thenewstack.io/kubecost-monitor-kubernetes-costs-with-kubectl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [rtfm.co.ua: Kubernetes: Cluster Cost Monitoring – Kubernetes Resource Report and Kubecost](https://rtfm.co.ua/en/kubernetes-cluster-cost-monitoring-kubernetes-resource-report-and-kubecost) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [redhat.com: 3 questions to answer when considering a multi-cluster Kubernetes architecture](https://www.redhat.com/en/blog/multi-cluster-kubernetes-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Do You Need Multi-Clusters? 🌟](https://itnext.io/do-you-need-multi-clusters-6e58556f7f06) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: 3 Reasons to Choose a Wide Cluster over Multi-Cluster with Kubernetes](https://itnext.io/3-reasons-to-choose-a-wide-cluster-over-multi-cluster-with-kubernetes-c923fecf4644) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [platform9.com: Kubernetes Cluster Sizing – How Large Should a Kubernetes Cluster Be?](https://platform9.com/blog/kubernetes-cluster-sizing-how-large-should-a-kubernetes-cluster-be) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [datacenterknowledge.com: The Pros and Cons of Kubernetes-Based Hybrid Cloud](https://www.datacenterknowledge.com/cloud/the-pros-and-cons-of-kubernetes-based-hybrid-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: CRD is just a table in Kubernetes](https://itnext.io/crd-is-just-a-table-in-kubernetes-13e15367bbe4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Automating System Updates for Kubernetes Clusters using Ansible](https://itnext.io/automating-system-updates-for-kubernetes-clusters-using-ansible-94a70f4e1972) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Embracing failures and cutting infrastructure costs: Spot instances in Kubernetes](https://itnext.io/embracing-failures-and-cutting-infrastructure-costs-spot-instances-in-kubernetes-6976781beacc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubermatic.com: A Framework for Kubernetes Incident Response](https://www.kubermatic.com/blog/a-framework-for-kubernetes-incident-response) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [container-security.site: PCI Container Orchestration Guidance for Kubernetes](https://www.container-security.site/defenders/PCI_Container_Orchestration_Guidance.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [stackoverflow.blog: Infrastructure as code: Create and configure infrastructure elements in seconds](https://stackoverflow.blog/2021/03/08/infrastructure-as-code-create-and-configure-infrastructure-elements-in-seconds) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - **(2021)** [github.com/jamesw4/confirm-tfvars](https://github.com/jamesw4/confirm-tfvars) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [getbetterdevops.io: Build Docker Images Using Ansible and Packer](https://www.empowersurvivors.net) [COMMUNITY-TOOL] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [devclass.com: Terraform 1.1 moves forward with refactoring helpers and native Terraform Cloud integration](https://www.devclass.com/devops/2021/12/09/terraform-11-moves-forward-with-refactoring-helpers-and-native-terraform-cloud-integration/1621944) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [phillipsj.net: Dynamically Loaded Terraform Providers 🌟](https://www.phillipsj.net/posts/dynamically-loaded-terraform-providers) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [blog.gruntwork.io: How to manage multiple environments with Terraform 🌟](https://www.gruntwork.io/blog/how-to-manage-multiple-environments-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [blog.teemo.co: Terraform in 10 commands](https://blog.teemo.co/terraform-in-10-commands-e737dfd8bf31) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [trek10.com: Beginner's Guide to Using Terraform with AWS 🌟](https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [dev.to: Packer and Terraform with Immutable Infrastructure](https://dev.to/cloudskills/packer-and-terraform-with-immutable-infrastructure-47ja) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [itnext.io: How to use Terraform to create a small-scale Cloud Infrastructure 🌟](https://itnext.io/how-to-use-terraform-to-create-a-small-scale-cloud-infrastructure-abf54fabc9dd) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [acloudguru.com: What does the Terraform 1.0 release mean for you?](https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About Infrastructure-as-Code](https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [opensource.com: My top 5 tips for setting up Terraform 🌟](https://opensource.com/article/21/8/terraform-tips) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [scalefactory.com: Failing faster with terraform](https://scalefactory.com/blog/2021/10/13/failing-faster-with-terraform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.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)** [prcode.co.uk: Connect Azure MySQL to Private Endpoint with Terraform](https://prcode.co.uk/2021/04/29/connect-azure-mysql-to-private-endpoint-with-terraform) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [infoq.com: Cloudflare Improves Automated Terraform Generation Tool 🌟](https://www.infoq.com/news/2021/04/cloudflare-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [circleci.com: Infrastructure as Code, part 1: create a Kubernetes cluster with Terraform](https://circleci.com/blog/learn-iac-part1) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [rpadovani.com: How to make Terraform waiting for cloud-init to finish on EC2 without SSH](https://rpadovani.com/terraform-cloudinit) [COMMUNITY-TOOL] [GUIDE] 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)** [gist.github.com/chadmcrowell: AKS w/Virtual Nodes (ACI)](https://gist.github.com/chadmcrowell/4d11b8a56aba3bdc32ea73c31104357b) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [opensource.com: How I use Terraform and Helm to deploy the Kubernetes Dashboard 🌟](https://opensource.com/article/21/8/terraform-deploy-helm) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [Fully Automated OpenShift Deployments With VMware vSphere](https://www.redhat.com/en/blog/fully-automated-openshift-deployments-with-vmware-vsphere) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [openshift.com: Ask an OpenShift Admin Office Hour - Authentication and Authorization](https://www.redhat.com/en/blog/ask-an-openshift-admin-office-hour-authentication-and-authorization) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [redhat.com: Amazon and Red Hat Announce the General Availability of Red Hat OpenShift Service on AWS (ROSA)](https://www.redhat.com/en/about/press-releases/amazon-and-red-hat-announce-general-availability-red-hat-openshift-service-aws-rosa) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [amazon.com: Red Hat OpenShift Service on AWS Now GA](https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [infoq.com: AWS Announces the General Availability of the Red Hat OpenShift Service on AWS](https://www.infoq.com/news/2021/04/red-hat-openshift-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [datacenterknowledge.com: Red Hat Brings Its Managed OpenShift Kubernetes Service to AWS](https://www.datacenterknowledge.com/hyperscalers/red-hat-brings-its-managed-openshift-kubernetes-service-to-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [blog.vizuri.com: Red Hat OpenShift Service on AWS (ROSA) Positions OpenShift for Mainstream Adoption](https://blog.vizuri.com/red-hat-openshift-service-on-aws-rosa-positions-openshift-for-mainstream-adoption) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [Rootless podman and NFS](https://www.redhat.com/en/blog/rootless-podman-nfs) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking](https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [openshift.com: Using VPC Peering to Connect an OpenShift Service on an AWS (ROSA) Cluster to an Amazon RDS MySQL Database in a Different VPC](https://www.redhat.com/en/blog/using-vpc-peering-to-connect-an-openshift-service-on-an-aws-rosa-cluster-to-an-amazon-rds-mysql-database-in-a-different-vpc) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [kubermatic.com: Bringing Your VMs to Kubernetes With KubeVirt](https://www.kubermatic.com/blog/bringing-your-vms-to-kubernetes-with-kubevirt) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [okd4-upi-lab-setup: Building an OpenShift - OKD 4.X Lab](https://cgruver.github.io/okd4-upi-lab-setup) [COMMUNITY-TOOL] [ANSIBLE CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [redhat.com: ACM Ansible Integration Overview](https://www.redhat.com/en/blog) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [OpenBuilt](https://openbuilt.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [infoq.com: IBM, Red Hat and Cobuilder Develop OpenBuilt, a Platform for the Construction Industry](https://www.infoq.com/news/2021/04/ibm-redhat-openbuilt) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [simplecheatsheet.com](https://simplecheatsheet.com) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2021)** [confluence.sakaiproject.org](https://sakaiproject.atlassian.net/wiki) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2021)** [blog.openshift.com: Advanced Network customizations for OpenShift Install](https://www.redhat.com/en/blog/advanced-network-customizations-for-openshift-install) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2021)** [Red Hat OpenShift Dedicated price reduction: Price lowered by 75% on average, SLA improved to 99.95% 🌟](https://www.redhat.com/en/blog/red-hat-openshift-dedicated-price-reduction) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2021)** [itnext.io: Scaling My App: Serverless vs Kubernetes 🌟](https://itnext.io/scaling-my-app-serverless-vs-kubernetes-cdb8adf446e1) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [Is Serverless The End Of Kubernetes?](https://towardsdatascience.com/kubernetes-serverless-differences-84699f370609) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [ServerlessHorrors: A Web Compiling Nightmares in the Serverless World](https://revistacloud.com/serverlesshorrors-la-web-que-recoge-las-peores-pesadillas-del-mundo-serverless) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [redhat.com: Let’s monitor edge computing networks with RHEL!](https://www.redhat.com/en/blog/lets-monitor-edge-computing-networks-rhel) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2021)** [opensource.com: Why KubeEdge is my favorite open source project of 2020 🌟](https://opensource.com/article/21/1/kubeedge) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2021)** [developers.redhat.com: Bring your Kubernetes workloads to the edge](https://developers.redhat.com/articles/2021/11/22/bring-your-kubernetes-workloads-edge) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2021)** [thenewstack.io: A New Kubernetes Edge Architecture](https://thenewstack.io/a-new-kubernetes-edge-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2021)** [thenewstack.io: Cloudian CTO: Kubernetes, Standardization Key to Edge](https://thenewstack.io/cloudian-cto-kubernetes-standardization-key-to-edge) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - **(2021)** [jenkins-x.io](https://jayex.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [How to Speed Up Software Development with Build and Test Acceleration Tools](https://www.cloudbees.com/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Docker image updates](https://www.jenkins.io/blog/2021/02/08/docker-base-os-upgrade) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: MSBuild With Jenkins | Jenkins For C# / .NET Applications](https://www.youtube.com/watch?v=uC7vajbnZS4) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube - CloudBeesTV: Jenkins Performance: Avoiding Pitfalls, Diagnosing Issues & Scaling for Growth](https://www.youtube.com/watch?v=yTafQ-e84eY) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Jenkins Remoting Monitoring 🌟](https://www.jenkins.io/projects/gsoc/2021/projects/remoting-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Jenkins: Agents Monitoring End User Survey](https://docs.google.com/forms/d/e/1FAIpQLSdiuQN3sm2mQ2E86VTXVXu7bf_9C0hVdzhw2_Kvu3DFqL7EZA/viewform) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [How to Disable Code: The Developer's Production Kill Switch 🌟](https://www.cloudbees.com/blog/how-disable-code-developers-production-kill-switch) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [blog.csanchez.org: Serverless Jenkins Pipelines with Google Cloud Run](https://blog.csanchez.org/2021/06/15/serverless-jenkins-pipelines-with-google-cloud-run) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [amazon.com: Building a serverless Jenkins environment on AWS Fargate](https://aws.amazon.com/es/blogs/devops/building-a-serverless-jenkins-environment-on-aws-fargate) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Run Jenkins Pipeline With AWS ECS Fargate & AWS EC2 Based ECS Cluster | Learn DevOps Tools Ep4](https://www.youtube.com/watch?v=K2CBHLwPL50&ab_channel=SandipDas) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Creating a CI/CD deployment pipeline for JenkinsCI with AWS SAM Pipelines 🌟](https://www.youtube.com/watch?v=tJOlk-B66R4&ab_channel=ServerlessLand) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Online Meetup: From local installation to scalable Jenkins on Kubernetes 🌟](https://www.youtube.com/watch?v=BsYYVkophsk) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Jenkins On Kubernetes Tutorial | How to setup Jenkins on kubernetes cluster | Thetips4you 🌟](https://www.youtube.com/watch?v=_r-C_FFDLmU&ab_channel=Thetips4you) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [gist.github.com/twasink: Jenkins Image, using Docker-in-Docker 🌟](https://gist.github.com/twasink/d52ef998b2a5b24cdfaa9e7358c5282f) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: LambdaTest - Jenkins Tutorial For Beginners | Part 7 | Adding A Jenkins Controller & Jenkins Agent Node On Azure](https://www.youtube.com/watch?v=-NUQhwmhTCw&ab_channel=LambdaTest) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [aws.amazon.com: Jenkins high availability and disaster recovery on AWS 🌟](https://aws.amazon.com/blogs/devops/jenkins-high-availability-and-disaster-recovery-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [fabiogomezdiaz.com: How to Run Packer Pipelines on Jenkins: Part 1 - Traditional Jenkins](https://fabiogomezdiaz.com/posts/how-to-run-packer-pipelines-on-jenkins-part1-traditional-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Cloud Learn Hub - How to Integrate Jenkins with Ansible Tower?](https://www.youtube.com/watch?v=E3Xyu29LIwY&ab_channel=CLOUDLEARNHUB) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: How to Create a GitLab Multibranch Pipeline in Jenkins](https://www.youtube.com/watch?app=desktop&v=y4XGFluzPHY&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube/Bribe By Bytes: Jenkins Pipelines | Pipeline Concept | Types of Pipelines | Part 1](https://www.youtube.com/watch?v=iddMXjmr7mk&ab_channel=BribeByBytes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [itnext.io: Jenkins Tutorial β€” Part 1 β€” Pipelines 🌟](https://itnext.io/jenkins-tutorial-part-1-pipelines-bd1397cf5509) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube - CloudBeesTV: How to Run a Shell Script in Jenkins Pipeline 🌟](https://www.youtube.com/watch?v=mbeQWBNaNKQ&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [fosstechnix.com: How to Validate Jenkinsfile using Visual Studio Code](https://www.fosstechnix.com/validate-jenkinsfile-using-visual-studio-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [dev.to: Send notification to slack from the Jenkins CI Job and Jenkinsfile](https://dev.to/eavnitech/send-notification-to-slack-from-the-jenkins-ci-job-and-jenkinsfile-e-avni-tech-2lm5) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [community.jenkins.io: DSTY - jenkins-std-lib (Shared Library) - Interact with files/directories using Groovy!](https://community.jenkins.io/t/dsty-jenkins-std-lib-shared-library-interact-with-files-directories-using-groovy/398) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to create parameterized job in Jenkins? What is parameterized build in Jenkins?](https://automationreinvented.blogspot.com/2021/08/how-to-create-parameterized-job-in.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to schedule a job in Jenkins pipeline? How to run automation suite everyday with auto trigger scheduler?](https://automationreinvented.blogspot.com/2021/05/how-to-schedule-job-in-jenkins-pipeline.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Build Docker Image using Jenkins Pipeline | Push Docker Image to Docker Hub using Jenkins 🌟](https://www.youtube.com/watch?v=ShTC1u7_jew&ab_channel=DevOpsHint) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Jenkins and Sonarqube Integration with Maven | SonarScanner for Maven and Integrate with Jenkins](https://www.youtube.com/watch?v=yEyVXUExSqs&ab_channel=DevOpsHint) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [automationqahub.com: How To Publish ExtentReport Using Jenkins](https://automationqahub.com/how-to-publish-extentreport-using-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [developer.okta.com: Update App Secrets with Jenkins CI and .NET Core](https://developer.okta.com/blog/2021/07/08/jenkins-ci-dotnet-update-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [dev.to: Setting up a CI/CD with Jenkins](https://dev.to/kennethatria/setting-up-a-ci-cd-with-jenkins-4hln) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [lambdatest.com: What Is Jenkins Used For? 🌟](https://www.testmuai.com/blog/what-is-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Tech World with Nana - Jenkins Tutorial for Beginners](https://www.youtube.com/playlist?list=PLy7NrYWoggjw_LIiDK1LXdNN82uYuuuiC) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [freecodecamp.org: Learn Jenkins by Building a CI/CD Pipeline 🌟](https://www.freecodecamp.org/news/learn-jenkins-by-building-a-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [itnext.io: Accelerate Development with Jenkins Pipelines and Continuous Integration](https://itnext.io/accelerate-development-with-jenkins-pipelines-and-continuous-integration-9a6c7857ccd2) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [harness.io: Introduction to Helm: Charts, Deployments, & More 🌟](https://www.harness.io/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [opensource.com: Make Jenkins logs pretty](https://opensource.com/article/21/5/jenkins-logs) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [automationscript.com: How To Read Jenkins Build Log Console Output](https://automationscript.com/how-to-read-console-output-in-jenkins-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [cloudbees.com: So, Your Jenkins Is Slow. Here’s How to Fix It 🌟](https://www.cloudbees.com/blog/your-jenkins-slow-how-to-fix) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [docs.google.com: Jenkins Artwork Social Media & Open Graph Images](https://docs.google.com/presentation/d/1Q1PgNnRTgzBpVRXPqQo3PudzCa2eoc6_1_NRjFRMLrU/edit) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Pipeline as Code](https://www.manning.com/books/pipeline-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Jenkins CD and Pipelines Microsite](https://www.jenkins.io/solutions/pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io - doc/book/pipeline 🌟](https://www.jenkins.io/doc/book/pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [blog.techiescamp.com/jenkins-course 🌟🌟🌟](https://blog.techiescamp.com/jenkins-course) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [devopscube.com: Jenkins Pipeline as Code Tutorial For Beginners 🌟](https://devopscube.com/jenkins-pipeline-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Installing Jenkins on Kubernetes 🌟](https://www.jenkins.io/doc/book/installing/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Jenkins Operator becomes an official sub-project!](https://www.jenkins.io/blog/2021/04/15/jenkins-operator-sub-project) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Security Validator for Jenkins Operator for Kubernetes](https://www.jenkins.io/blog/2021/08/23/jenkins-operator-security-work-report) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Jenkins SIG Cloud Native 🌟](https://www.jenkins.io/sigs/cloud-native) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [loves.cloud: CI/CD Pipeline Using Docker and Jenkins](https://loves.cloud/ci-cd-pipeline-using-docker-and-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Jenkins SIG Platform 🌟](https://www.jenkins.io/sigs/platform) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io - **Jenkinsfile** 🌟](https://www.jenkins.io/doc/book/pipeline/jenkinsfile) [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)** [cloudbees.com: Jenkins Pipeline with Plugins](https://www.cloudbees.com/whitepapers/jenkins-pipeline-plugins) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [opensource.com: Read and write files with Groovy](https://opensource.com/article/21/4/groovy-io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [sdtimes.com: CI/CD pipelines are expanding 🌟](https://sdtimes.com/devops/ci-cd-pipelines-are-expanding) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: How to Create a Bitbucket Cloud Branch Source Multibranch Pipeline in Jenkins](https://www.youtube.com/watch?v=LNfthmZuRDI&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github.com/antonarhipov/awesome-apm: Awesome APM](https://github.com/antonarhipov/awesome-apm) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2021)** [Oracle Java](https://www.oracle.com/java/technologies/java-se-glance.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [AdoptOpenJDk](https://adoptium.net) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [docs.microsoft.com: Microsoft OpenJDK](https://learn.microsoft.com/en-us/java/openjdk/overview) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [tecmint.com: How to Install Java 17 on RHEL-based Linux Distributions](https://www.tecmint.com/install-java-on-centos-rhel-fedora) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 16](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Java 17, the Next Long-Term Support Release, is Now Available](https://www.infoq.com/news/2021/09/java17-released) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [tschatzl.github.io: JDK 17 G1/Parallel GC changes](https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Modernizing Enterprise Java: A cloud native guide for developers](https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [enterprisersproject.com: How to migrate Java workloads to containers: 3 considerations](https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [openjdk.java.net: JEP 413: Code Snippets in Java API Documentation](https://openjdk.org/jeps/413) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications](https://www.infoq.com/articles/java-virtual-threads) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [javatutorial.net: Introduction to Spring Web Framework](https://javatutorial.net/introduction-to-spring-web-framework) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Spring Boot Tips, Tricks and Techniques](https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [blog.frankel.ch: Annotation-free Spring](https://blog.frankel.ch/annotation-free-spring) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: Spring Boot Application Properties 🌟](https://vladmihalcea.com/spring-boot-application-properties) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [java67.com: How to set the logging level with application.properties in Spring Boot - Example Tutorial](https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [spring.io: What's new in Spring Boot 2.4 🌟](https://spring.io/blog/2021/01/17/what-s-new-in-spring-boot-2-4) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: How to encrypt and decrypt data with Hibernate](https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: Optimistic vs. Pessimistic Locking (hibernate)](https://vladmihalcea.com/optimistic-vs-pessimistic-locking) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: The best way to log SQL statements with Spring Boot](https://vladmihalcea.com/log-sql-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd (EFK stack)](https://arnoldgalovics.com/java-multiline-logs-fluentd) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Why should I choose Quarkus over Spring for my microservices?](https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Quarkus Tips, Tricks and Techniques 🌟](https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Kubernetes Native Java with Quarkus](https://www.infoq.com/articles/native-java-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Boost throughput with RESTEasy Reactive in Quarkus' 2.2](https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Quarkus for Spring developers: Kubernetes-native' design patterns](https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [auth0.com: Java Microservices with Spring Boot and Spring Cloud](https://auth0.com/blog/java-spring-boot-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [JPA streamer 🌟](https://jpastreamer.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [redhat.com: Cloud-native business automation with Kogito](https://www.redhat.com/en/blog/cloud-native-business-automation-kogito) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [kogito.kie.org](https://kogito.kie.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [morling.dev: Introducing JfrUnit 1.0.0.Alpha1](https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [java-success.com: 5 Ways to debug thread-safety issues in Java](https://www.java-success.com/debugging-java-thread-safety-multi-threading-concurrency-issues) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [javaadvent.com: You need more than containers. A short history of the' mess we're in](https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history-of-the-mess-were-in.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [reflectoring.io: When Should I Use Project Lombok?](https://reflectoring.io/when-to-use-lombok) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Java Development on OpenShift with odo](https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [developers.redhat.com: Developing your own custom devfiles for odo 2.0](https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [dlford.io: Orchestrate Your Systems with Ansible Playbooks - How to Home Lab Part 10 🌟](https://www.dlford.io/ansible-orchestration-how-to-home-lab-part-10) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [developers.redhat.com: Set up mod_cluster for Red Hat JBoss Web Server with Ansible](https://developers.redhat.com/articles/2021/09/28/set-modcluster-red-hat-jboss-web-server-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Using Ansible to interact with web endpoints](https://www.redhat.com/en/blog/ansible-web-endpoints) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: Using Ansible with REST APIs](https://opensource.com/article/21/9/ansible-rest-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Red Hat Ansible Automation Platform Enhancements and New Certified Ansible Content Collections Refine the Automation Experience to Drive Business Imperatives](https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-enhancements-and-new-certified-ansible-content-collections-refine-automation-experience-drive-business-imperatives) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [crn.com: IBM’s Red Hat Reveals Ansible Automation Platform 2 Early Access](https://www.crn.com/news/cloud/ibm-s-red-hat-reveals-ansible-automation-platform-2-early-access) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [devops.com: Red Hat Extends Scope of Ansible Automation Ambitions](https://devops.com/red-hat-extends-scope-of-ansible-automation-ambitions) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: From the datacenter to the edge: The open hybrid cloud vision for Red Hat Ansible Automation Platform 2](https://www.redhat.com/en/blog/datacenter-edge-open-hybrid-cloud-vision-red-hat-ansible-automation-platform-2) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: 4 lines of code to improve your Ansible play](https://opensource.com/article/21/1/improve-ansible-play) [COMMUNITY-TOOL] [INI/YAML CONTENT] β€” *Go to [Section](./ansible.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)** [vitux.com: How to speed-up an Ansible Playbook 🌟](https://vitux.com/how-to-speed-up-an-ansible-playbook) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 8 ways to speed up your Ansible playbooks](https://www.redhat.com/en/blog/faster-ansible-playbook-execution) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Demystifying Ansible for Linux sysadmins 🌟](https://www.redhat.com/en/blog/demystifying-ansible-sysadmins) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Got automation? Here's a quick guide to get you up to speed on Ansible 🌟](https://www.redhat.com/en/blog/how-start-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [k21academy.com: Ansible for Beginners | Overview | Architecture & Use Cases 🌟](https://k21academy.com/devops/ansible-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [dev.to: DevOps 101 : Introduction to Ansible](https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Quick start guide to Ansible for Linux sysadmins 🌟](https://www.redhat.com/en/blog/ansible-quick-start) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands](https://linuxtechlab.com/ansible-tutorial-simple-commands) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: 10 ways Ansible is for everyone 🌟](https://opensource.com/article/21/1/ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [linkedin.com: Ansible what is it and what not](https://www.linkedin.com/pulse/ansible-what-marcel-koert) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [developers.redhat.com: Four reasons developers should use Ansible](https://developers.redhat.com/articles/2021/09/27/four-reasons-developers-should-use-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to automate system reboots using the Ansible reboot module](https://www.redhat.com/en/blog/automate-reboot-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: 5 everyday sysadmin tasks to automate with Ansible 🌟](https://opensource.com/article/21/3/ansible-sysadmin) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 4 steps to create Linux users from a csv file with Ansible](https://www.redhat.com/en/blog/ansible-create-users-csv) [COMMUNITY-TOOL] [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)*
-  - **(2021)** [opensource.com: How Ansible got started and grew](https://opensource.com/article/21/2/ansible-origin-story) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Announcing the Community Ansible 3.0.0 Package 🌟](https://www.redhat.com/en/blog/channel/open-source-communities) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [Ansible 3.3.0 released](https://groups.google.com/g/ansible-devel/c/CdQ7eWUUm8k?pli=1) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [toptechskills.com: Ansible Tutorials & Courses 🌟](https://www.toptechskills.com/ansible-tutorials-courses) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 8 steps to developing an Ansible role in Linux 🌟](https://www.redhat.com/en/blog/developing-ansible-role) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to use Ansible to send an email using Gmail](https://www.redhat.com/en/blog/configure-gmail-using-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to use Ansible to configure a reverse proxy 🌟](https://www.redhat.com/en/blog/reverse-proxy-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [fedoramagazine.org: Using Ansible to configure Podman containers 🌟](https://fedoramagazine.org/using-ansible-to-configure-podman-containers) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [acloudguru.com: Ansible vs Puppet: Which is right for you?](https://www.pluralsight.com/resources/blog/cloud/ansible-vs-puppet-which-is-right-for-you) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [analyticsindiamag.com: Ansible vs Docker: A Detailed Comparison Of DevOps Tools](https://analyticsindiamag.com/ansible-vs-docker-a-detailed-comparison-of-devops-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Add a repo and install a package the Ansible way](https://www.redhat.com/en/blog/install-ansible-way) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to install software packages with an Ansible playbook](https://www.redhat.com/en/blog/software-packages-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Introduction to RHEL System Roles 🌟](https://www.redhat.com/en/blog/introduction-rhel-system-roles) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 6 steps to automating code pushes with Ansible Automation Platform 🌟](https://www.redhat.com/en/blog/6-code-pushes-aap) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to set up and use Python virtual environments for Ansible](https://www.redhat.com/en/blog/python-venv-ansible) [COMMUNITY-TOOL] [BASH/PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Deep dive into Ansible ad hoc commands](https://www.redhat.com/en/blog/ansible-ad-hoc-commands) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [cloudbees.com: Getting Started Quickly With Ansible Ad Hoc Commands](https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [developers.redhat.com: Automate Red Hat JBoss Web Server deployments with Ansible](https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to create dynamic configuration files using Ansible templates](https://www.redhat.com/en/blog/ansible-templates-configuration) [COMMUNITY-TOOL] [YAML/JINJA2 CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 16 AnsibleFest presentations for sysadmins](https://www.redhat.com/en/blog/ansiblefest-sysadmins) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: How I keep my file folders tidy with Ansible](https://opensource.com/article/21/9/keep-folders-tidy-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [youtube: Ansible Automation | How to Secure and Protect Critical Information Playbooks Using Ansible Vault](https://www.youtube.com/watch?v=mc20VwxYaGE&ab_channel=CLOUDLEARNHUB) [COMMUNITY-TOOL] [SHELL/YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible](https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: How to use ansible with S3 – Ansible aws_s3 examples | Devops Junction](https://www.middlewareinventory.com/blog/ansible-aws_s3-example) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [techbeatly.com: Ansible for Infrastructure Provisioning in AWS | Ansible Real Life Series - youtube](https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: Ansible List Examples – How to create and append items to List 🌟](https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: Ansible Dictionary – How to create and add items to dict](https://www.middlewareinventory.com/blog/ansible-dict) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to create dynamic inventory files in Ansible](https://www.redhat.com/en/blog/ansible-dynamic-inventories) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to write a Python script to create dynamic Ansible inventories](https://www.redhat.com/en/blog/ansible-dynamic-inventory-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Red Hat Ansible Automation Platform 2 Drives Cloud-Native Automation and Helps Developers Become Automators](https://www.redhat.com/en/about/press-releases/red-hat-ansible-automation-platform-2-drives-cloud-native-automation-and-helps-developers-become-automators) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Red Hat Brings Industry-Leading Ansible Automation Platform to **Microsoft Azure**](https://www.redhat.com/en/about/press-releases/red-hat-brings-industry-leading-ansible-automation-platform-microsoft-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: 5 tips for choosing an Ansible collection that's right for you](https://opensource.com/article/21/3/ansible-collections) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 6 troubleshooting skills for Ansible playbooks 🌟](https://www.redhat.com/en/blog/troubleshoot-ansible-playbooks) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to pass extra variables to an Ansible playbook](https://www.redhat.com/en/blog/extra-variables-ansible-playbook) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [steampunk.si: Managing infrastructure using Ansible Tower](https://steampunk.si/blog/managing-infrastructure-using-ansible-tower) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: A brief introduction to Ansible roles for Linux system administration 🌟](https://www.redhat.com/en/blog/ansible-system-role) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [PDF: Practical Ansible Testing with Molecule](https://www.redhat.com/en/ansible-collaborative) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [dureka.co: What Is Ansible?](https://www.edureka.co/blog/what-is-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [zdnet.com: ed Hat expands Ansible ready to run cloud programs 🌟](https://www.zdnet.com/article/red-hat-expands-ansible-ready-to-run-cloud-programs) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Renewing my thrill at work with Ansible](https://www.redhat.com/en/blog/renewed-thrill-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Automating your business application's REST API with Ansible](https://www.redhat.com/en/technologies/management/ansible/application-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Introducing Ansible Automation Platform 2](https://www.redhat.com/en/blog/introducing-ansible-automation-platform-2) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: What's new in Ansible Automation Platform 2: automation controller](https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Automating Red Hat Satellite with Ansible](https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.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)** [vagrant: centos-awx](https://portal.cloud.hashicorp.com/vagrant/discover/krlex/centos-awx) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Fast vs Easy: Benchmarking Ansible Operators for Kubernetes](https://www.redhat.com/en/blog/fast-vs-easy-benchmarking-ansible-operators-for-kubernetes) [COMMUNITY-TOOL] [PYTHON/GO CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [Distributed Load Testing on AWS 🌟](https://docs.aws.amazon.com/solutions/distributed-load-testing-on-aws) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia artificial capaz de autocompletar cΓ³digo](https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [xataka.com: Para quΓ© programar cuando una mΓ‘quina lo hace (un poco) por ti: asΓ­ es Github Copilot, un sistema que se nutre del prodigioso GPT-3](https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenewstack.io: GitHub Copilot: A Powerful, Controversial Autocomplete for Developers](https://thenewstack.io/github-copilot-a-powerful-controversial-autocomplete-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [xataka.com: Llevo algunos dΓ­as usando Copilot de GitHub para programar y esta es mi experiencia](https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: GitHub Copilot blew my mind on a code-along exercise](https://dev.to/colocodes/github-copilot-blew-my-mind-on-a-code-along-exercise-186n) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [towardsdatascience.com: Can Github Copilot Replace Developers?](https://towardsdatascience.com/can-githubs-copilot-replace-developers-b89f28007c05) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(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€” *Go to [Section](./git.md)*
-  - **(2021)** [livecodestream.dev: Five Advanced Git Concepts that Make You Look Like a Pro](https://newsletter.thelongcommit.com/subscribe) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenextweb.com: A beginner’s guide to the most popular Git commands](https://thenextweb.com/news/a-beginners-guide-to-the-most-popular-git-commands) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git for beginners](https://dev.to/purveshshende2/git-for-beginners-3il6) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [c-sharpcorner.com: 0 Git Commands You Should Know](https://www.c-sharpcorner.com/article/20-git-commands-you-should-know) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.argoproj.io: 5 new Git commands and 1 tip you’ll use every day](https://blog.argoproj.io/5-new-git-commands-and-1-tip-youll-use-every-day-3c28e97c9321) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [towardsdatascience.com: A Git cheatsheet that all coders need](https://towardsdatascience.com/a-git-cheatsheet-that-all-coders-need-bf8ad4d91576) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [infoworld.com: What is Git? Version control for collaborative programming](https://www.infoworld.com/article/2334697/what-is-git-version-control-for-collaborative-programming.html) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Get lazy with lazygit](https://dev.to/tahsinature/get-lazy-with-lazygit-4h37) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenewstack.io: Why Open Source Project Maintainers are Reluctant to use Digital Signatures, Two-Factor Authentication](https://thenewstack.io/why-open-source-project-maintainers-are-reluctant-to-use-digital-signatures-two-factor-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: How Git Partial Clone lets you fetch only the large file you need](https://about.gitlab.com/blog/partial-clone-for-massive-repositories) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: git config – How to Configure Git Settings to Improve Your Development Workflow](https://www.freecodecamp.org/news/git-config-how-to-configure-git-settings) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [smashingmagazine.com: Getting The Most Out Of Git](https://www.smashingmagazine.com/2021/02/getting-the-most-out-of-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [honeybadger.io: Top Ten Git Tips & Tricks](https://www.honeybadger.io/blog/git-tricks) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [midu.dev: Buenas prΓ‘cticas para escribir commits en Git](https://midu.dev/buenas-practicas-escribir-commits-git) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Open Source: My first Pull Request](https://dev.to/okimotomizuho/open-source-my-first-pull-request-1356) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [css-tricks.com: Advanced Git series. 1 Creating the Perfect Commit in Git](https://css-tricks.com/creating-the-perfect-commit-in-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git Organized: A Better Git Flow](https://dev.to/render/git-organized-a-better-git-flow-56go) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [opensource.com: Find what changed in a Git commit](https://opensource.com/article/21/4/git-whatchanged) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [cloudbees.com: Git Pull: How It Works With Detailed Examples](https://www.cloudbees.com/blog/git-pull-how-it-works-with-detailed-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: Git Undo Merge – How to Revert the Last Merge Commit in Git](https://www.freecodecamp.org/news/git-undo-merge-how-to-revert-the-last-merge-commit-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: How Do I Resolve Merge Conflicts?](https://dev.to/github/how-do-i-resolve-merge-conflicts-5438) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: The new Git default branch name](https://about.gitlab.com/blog/new-git-default-branch-name) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: How GitLab's 5 new code review features will make life easier](https://about.gitlab.com/blog/5-code-review-features) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [youtube: Git Flow Is A Bad Idea - Dave Farley](https://www.youtube.com/watch?v=_w6TwnLCFwA&ab_channel=ContinuousDelivery) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [martinfowler.com: KeystoneInterface](https://martinfowler.com/bliki/KeystoneInterface.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [split.io: Keystone Flags: Feature Flagging With Less Mess](https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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)** [reflectoring.io: Feature Flags with Spring Boot](https://reflectoring.io/spring-boot-feature-flags) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support for OpenShift, DORA](https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟](https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift](https://docs.gitlab.com/runner/install/openshift.html) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.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)** [about.gitlab.com: Meet Pipeline Editor, your one-stop-shop for building a CI/CD pipeline](https://about.gitlab.com/blog/pipeline-editor-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: Why we built GitDock, our desktop app to navigate your GitLab activities](https://about.gitlab.com/blog/gitpod-desktop-app-personal-activities) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [openshift.com: Deploying to OpenShift using GitHub Actions](https://www.redhat.com/en/blog/deploying-to-openshift-using-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [3 Git Commands I Use Every Day](https://dev.to/gonedark/3-git-commands-i-use-every-day) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How to undo (almost) anything with Git](https://github.blog/open-source/git/how-to-undo-almost-anything-with-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: Setup a Private Git-Repository in Kubernetes with Gitea](https://itnext.io/setup-a-private-git-repository-in-kubernetes-with-gitea-64f5ea1e5070) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift](https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [vadosware.io: Level 1 Automated K8S Deployments With GitLab CI](https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [community.ops.io: CI CD 101 with GitLab](https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [adamtheautomator.com: How to Manage GitHub Actions Environment Variables and Secrets](https://adamtheautomator.com/github-actions-environment-variables) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse](https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: Build & Ship: GitHub Container Registry & Kubernetes](https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.gruntwork.io: Introducing git-xargs: an open source tool to update multiple GitHub repos](https://www.gruntwork.io/blog/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub brings supply chain security features to the Go community](https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [build5nines.com: Configuring Manual Triggers in GitHub Actions with `workflow_dispatch`](https://build5nines.com/configuring-manual-triggers-in-github-actions-with-workflow_dispatch) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [build5nines.com: Configuring GitHub Actions to Run Jobs on Specific Branches](https://build5nines.com/configuring-github-actions-to-run-jobs-on-specific-branches) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [build5nines.com: GitHub Actions: Get Current Branch Name for Git Repo](https://build5nines.com/github-actions-get-current-branch-name-for-git-repo) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [css-tricks.com: How to Automate Project Versioning and Releases with Continuous Deployment 🌟](https://css-tricks.com/how-to-automate-project-versioning-and-releases-with-continuous-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Build Your First JavaScript GitHub Action](https://www.freecodecamp.org/news/build-your-first-javascript-github-action) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Lists are now available as a public beta](https://github.blog/changelog/2021-12-09-lists-are-now-available-as-a-public-beta) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to/opensauced: How to Create a Good Pull Request Template (and Why You Should Add Gifs)](https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub Workflow for Beginners](https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Make your first contribution to a GitHub Action!](https://dev.to/github/how-to-edit-a-github-action-3j14) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Use the .github Repository](https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [docs.github.com: Using SSH over the HTTPS port 🌟](https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How to build a CI/CD pipeline with GitHub Actions in four simple steps](https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: What's the difference between a GitHub Action and a Workflow?](https://dev.to/github/whats-the-difference-between-a-github-action-and-a-workflow-2gba) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How to start using reusable workflows with GitHub Actions](https://github.blog/developer-skills/github/using-reusable-workflows-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.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)*
-  - **(2021)** [blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive the future of CI/CD](https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [resources.github.com: What is GitHub Actions? How automation & CI/CD work on GitHub (whitepaper/pdf)](https://github.com/resources/whitepapers/actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Getting started with GitHub Actions just got easier!](https://github.blog/news-insights/product-news/getting-started-with-github-actions-just-got-easier) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions: Improvements to GitHub Actions starter experience](https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs 🌟](https://github.com/marketplace/actions/aws-secrets-manager-github-action) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Implementing least privilege for secrets in GitHub Actions](https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions update: Helping maintainers combat bad actors](https://github.blog/open-source/maintainers/github-actions-update-helping-maintainers-combat-bad-actors) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Testing cloud apps with GitHub Actions and cloud-native open source tools](https://github.blog/enterprise-software/devops/devops-cloud-testing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How we use GitHub Actions to manage GitHub Docs](https://github.blog/engineering/use-github-actions-manage-docs) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like a Boss](https://vimeo.com/552276182) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions: Ephemeral self-hosted runners & new webhooks for auto-scaling](https://github.blog/changelog/2021-09-20-github-actions-ephemeral-self-hosted-runners-new-webhooks-for-auto-scaling) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: GitHub Actions for Android Developers](https://itnext.io/github-actions-for-android-developers-9ae606df2bfa) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.shreyaspatil.dev: Automate library publishing to Maven Central with GitHub Actions Workflow Dispatch](https://blog.shreyaspatil.dev/automate-library-publishing-to-maven-central-with-github-actions-workflow-dispatch) [COMMUNITY-TOOL] [KOTLIN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [laravel-news.com: Deploy your PHP Codebase with Ansible and GitHub Actions](https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [build5nines.com: Git: Reset / Undo Most Recent Local Commit](https://build5nines.com/git-reset-undo-most-recent-local-commit) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [opensource.com: A practical guide to using the git stash command](https://opensource.com/article/21/4/git-stash) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(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€” *Go to [Section](./git.md)*
-  - **(2021)** [stackoverflow.blog: A look under the hood: how branches work in Git](https://stackoverflow.blog/2021/04/05/a-look-under-the-hood-how-branches-work-in-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: The Git Merge Handbook – Definitive Guide to Merging in Git](https://www.freecodecamp.org/news/the-definitive-guide-to-git-merge) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Fix Merge Conflicts in Git](https://www.freecodecamp.org/news/how-to-fix-merge-conflicts-in-git) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [davidwalsh.name: More Awesome Git Aliases](https://davidwalsh.name/more-awesome-git-aliases) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org/news/git-rebase-handbook](https://www.freecodecamp.org/news/git-rebase-handbook) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [opensource.com: 3 reasons I use the Git cherry-pick command](https://opensource.com/article/21/3/git-cherry-pick) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [opensource.com: 4 tips for context switching in Git](https://opensource.com/article/21/4/context-switching-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to/varbsan: A Simplified Convention for Naming Branches and Commits in Git](https://dev.to/varbsan/a-simplified-convention-for-naming-branches-and-commits-in-git-il4) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [devops.com: Make GitHub Backups Part of Your Development Process](https://devops.com/make-github-backups-part-of-your-development-process) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [jmfloreszazo.com: Flujos de trabajo de git](https://jmfloreszazo.com/flujos-de-trabajo-de-git) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [about.gitlab.com: GitLab Chart works towards Kubernetes 1.22](https://about.gitlab.com/blog/gitlab-chart-works-towards-kubernetes-1-22) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Deploy and Manage Gitlab Runners on Amazon EC2](https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.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)** [stackoverflow.blog: GitLab launches Collective on Stack Overflow](https://stackoverflow.blog/2021/09/22/gitlab-launches-collective-on-stack-overflow) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [buttons.github.io: GitHub Buttons](https://buttons.github.io) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: 10 Fun Things You Can Do With GitHub.dev 😎](https://dev.to/lostintangent/10-awesome-things-you-can-do-with-github-dev-5fm7) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub CLI 2.0 includes extensions!](https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Security keys are now supported for SSH Git operations 🌟](https://github.blog/engineering/security-keys-supported-ssh-git-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: How to never type passwords when using Git](https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git and GitHub: The Complete Guides - Chapter 6: GitHub Merging](https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-6-2c74) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Improved pull request file filtering](https://github.blog/changelog/2021-09-27-improved-pull-request-file-filtering) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [infoworld.com: GitHub introduces code review controls 🌟](https://www.infoworld.com/article/2270808/github-introduces-code-review-controls.html) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git and GitHub Series' Articles - The Complete Guides 🌟](https://dev.to/ifierygod/series/14420) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Git and GitHub for beginners](https://dev.to/ericawanja/git-and-github-for-beginners-33a0) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Introduction to Git and GitHub](https://dev.to/estherwanjiru/introduction-to-git-and-github-25ei) [COMMUNITY-TOOL] [GUIDE] 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)** [github.blog: Solving the innersource discovery problem - Discoverability](https://github.blog/enterprise-software/devops/solving-the-innersource-discovery-problem) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub](https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Container signing added to the Publish Docker Container workflow for GitHub Actions](https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Showing code scanning alerts on pull requests](https://github.blog/changelog/2021-09-27-showing-code-scanning-alerts-on-pull-requests) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Getting started with project planning on GitHub](https://github.blog/developer-skills/github/getting-started-with-project-planning-on-github) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2021)** [youtube: GitHub Masterclass (Spanish) 🌟](https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Helm and Kubernetes Tutorial - Introduction](https://www.youtube.com/watch?v=9cwjtN3gkD4) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [Helm 3: Validating Helm Chart Values with JSON Schemas 🌟](https://www.arthurkoziel.com/validate-helm-chart-values-with-json-schemas) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [freecodecamp.org: What is a Helm Chart? A Tutorial for Kubernetes Beginners](https://www.freecodecamp.org/news/what-is-a-helm-chart-tutorial-for-kubernetes-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [thedeveloperstory.com: Helm 101: Brief introduction to kubernetes package manager](https://thedeveloperstory.com/2021/07/12/helm-101-brief-introduction-to-kubernetes-package-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [mattias.engineer/courses/kubernetes/helm: Kubernetes-101: Helm 🌟](https://mattias.engineer/courses/kubernetes/helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [rafay.co: Helm Chart Hooks Tutorial](https://rafay.co/ai-and-cloud-native-blog/helm-chart-hooks-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [jfrog.com: Steering Straight with Helm Charts Best Practices 🌟](https://jfrog.com/blog/helm-charts-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [blog.flant.com: Making the most out of Helm templates 🌟](https://palark.com/blog/advanced-helm-templating) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [itnext.io: Reference Other Values in Helm Chart Values File](https://itnext.io/reference-other-values-in-helm-chart-values-file-19d44d9276c7) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [dev.to: HULL Tutorial 01: Introducing HULL, the Helm Universal Layer Library](https://dev.to/gre9ory/hull-tutorial-01-introducing-hull-the-helm-universal-layer-library-4njb) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [itnext.io: Helm: reusable chart β€” named templates, and a generic chart for multiple applications](https://itnext.io/helm-reusable-chart-named-templates-and-a-generic-chart-for-multiple-applications-13d9b26e9244) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [blog.heyal.co.uk: How to unit-test your helm charts with Golang 🌟](https://blog.heyal.co.uk/unit-testing-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [youtube: GitOps Guide to the Galaxy: Working with Helm](https://www.youtube.com/watch?v=1FzOlSed5ts&ab_channel=OpenShift) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [codefresh.io: Using Helm with GitOps 🌟](https://octopus.com/blog/using-helm-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [Zero to Kubernetes CI/CD in 5 minutes with Jenkins and Helm](https://www.youtube.com/watch?v=eMOzF_xAm7w) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [rancher.com: Create Reproducible Security in Kubernetes with Helm 3 and Helm Charts](https://www.suse.com/c/rancher_blog/create-reproducible-security-in-kubernetes-with-helm-3-and-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [thenewstack.io: Applying Kubernetes Security Best Practices to Helm Charts 🌟](https://thenewstack.io/applying-kubernetes-security-best-practices-to-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [sysdig.com: Helm security and best practices](https://www.sysdig.com/blog/how-to-secure-helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [thenewstack.io: Upgrade Helm if You Don’t Want to Share Your Username and Password (Helm’s CVE-2021-32690) 🌟](https://thenewstack.io/upgrade-helm-if-you-dont-want-to-share-your-username-and-password) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [redhat.com: Red Hat OpenShift Certification extends support for Kubernetes-native technologies with Helm 🌟](https://www.redhat.com/en/blog/red-hat-openshift-certification-extends-support-kubernetes-native-technologies-helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [developers.redhat.com: Deploy Node.js applications to Red Hat OpenShift with Helm](https://developers.redhat.com/articles/2021/07/20/deploy-nodejs-applications-red-hat-openshift-helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [dev.to/francoislp: Post-mortem: 1h30 downtime on a Saturday morning](https://dev.to/francoislp/post-mortem-1h30-downtime-on-a-saturday-morning-5af0) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [dev.to: Helm Release Time-To-Live(TTL)β³πŸ’€ for Temporary Environments](https://dev.to/rtpro/helm-release-time-to-livettl-for-temporary-environments-1239) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [blog.knell.it: Making your Helm Chart observable for Prometheus](https://christianhuth.de/making-your-helm-chart-observable-for-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [opensource.com: What Kubernetes taught me about development](https://opensource.com/article/21/12/kubernetes-developer) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [thenewstack.io: When to Use, and When to Avoid, the Operator Pattern 🌟](https://thenewstack.io/kubernetes-when-to-use-and-when-to-avoid-the-operator-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [container-solutions.com: Kubernetes Operators Explained](https://blog.container-solutions.com/kubernetes-operators-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [iximiuz.com: Exploring Kubernetes Operator Pattern 🌟](https://iximiuz.com/en/posts/kubernetes-operator-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [kubernetes.io: Writing a Controller for Pod Labels](https://kubernetes.io/blog/2021/06/21/writing-a-controller-for-pod-labels) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [kubermatic.com: Why Implementing Kubernetes Operators Is a Good Idea! 🌟](https://www.kubermatic.com/blog/why-implementing-kubernetes-operators-is-a-good-idea) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [itnext.io: Kubernetes Operators: Cruise Control for Managing Cloud-Native Apps](https://itnext.io/kubernetes-operators-cruise-control-for-managing-cloud-native-apps-db328ef8e345) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [spring.io: Get to Know a Kubernetes Operator!](https://spring.io/blog/2021/11/19/get-to-know-a-kubernetes-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [blog.px.dev/k8s-operator: 3 Reasons to Use Kubernetes Operators (and 2 Reasons Not To)](https://blog.px.dev/k8s-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [learnsteps.com: Advance Kubernetes: What exactly are Kubernetes Operators?](https://www.learnsteps.com/advanced-kubernetes-what-exactly-are-kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [openshift.com: Is your Operator Air-Gap Friendly?](https://www.redhat.com/en/blog/is-your-operator-air-gap-friendly) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [openshift.com: 7 Best Practices for Writing Kubernetes Operators: An SRE Perspective](https://www.redhat.com/en/blog/7-best-practices-for-writing-kubernetes-operators-an-sre-perspective) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(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€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs](https://shipit.dev/posts/k8s-operators-with-python-part-1.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [vivilearns2code.github.io: Writing Controllers For Kubernetes Resources](https://vivilearns2code.github.io/k8s/2021/03/11/writing-controllers-for-kubernetes-custom-resources.html) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [developers.redhat.com: Managing stateful applications with Kubernetes Operators in Golang 🌟](https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [rookout.com: Developer Tools for Kubernetes in 2021: Helm, Kustomize, and Skaffold (Part 1)](https://www.dynatrace.com/solutions/observability-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [Kubernetes Kpt in The Wild: What it is and how to use it 🌟](https://labs.meanpug.com/kubernetes-kpt-in-the-wild) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Kubernetes Active Passive Applications](https://github.com/amelbakry/kubernetes-active-passive) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [blog.logrocket.com: Intro to KubeVela: A better way to ship applications](https://blog.logrocket.com/kubevela-intro-better-way-ship-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [developers.redhat.com: Using Dekorate to generate Kubernetes manifests for' Java applications](https://developers.redhat.com/blog/2021/03/17/using-dekorate-to-generate-kubernetes-manifests-for-java-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Kubeshop 🌟](https://kubeshop.io) [COMMUNITY-TOOL] [VARIOUS CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [stackrox.io: Top 9 Open Source DevSecOps Tools for Kubernetes in 2021 🌟](https://www.stackrox.io/blog/top-9-open-source-devsecops-tools-for-kubernetes) [COMMUNITY-TOOL] [GUIDE] [HTML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [blog.kintone.io: Introducing pvc-autoresizer](https://blog.kintone.io/entry/pvc-autoresizer) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [opensource.com: Migrate virtual machines to Kubernetes with this new tool' - forklift 🌟](https://opensource.com/article/21/6/migrate-vms-kubernetes-forklift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [karmab/autolabeller](https://github.com/karmab/autolabeller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [enterprisersproject.com: Kubernetes: 6 open source tools to put your cluster' to the test](https://enterprisersproject.com/article/2021/5/kubernetes-6-open-source-tools-to-test-clusters) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [mohatb/kubectl-exec](https://github.com/mohatb/kubectl-exec) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [itnext.io: Kubernetes GitOps Tools](https://itnext.io/kubernetes-gitops-tools-cf0247eb5368) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Introducing cdk8s+: Intent-driven APIs for Kubernetes objects](https://aws.amazon.com/es/blogs/containers/introducing-cdk8s-intent-driven-apis-for-kubernetes-objects) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thecloudblog.net: Managing Applications in Kubernetes with the Carvel Kapp' Controller](https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [hackernoon.com: How to Generate Kubernetes Manifests With a Single Command' (kompose)](https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [intellipaat.com: What is Penetration Testing?](https://intellipaat.com/blog/what-is-penetration-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [dev.to: CI With Datree](https://dev.to/thenjdevopsguy/ci-with-datree-4h8d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [developers.redhat.com: Perform a kaniko build on a Red Hat OpenShift cluster' and push the image to a registry](https://developers.redhat.com/articles/2021/06/18/perform-kaniko-build-red-hat-openshift-cluster-and-push-image-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [learnsteps.com: Kaniko and how you can build images on Kubernetes using' kaniko?](https://www.learnsteps.com/kaniko-and-how-you-can-build-images-on-kubernetes-using-kaniko) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [acloudguru.com: Adopting GitOps for Kubernetes on AWS 🌟](https://www.pluralsight.com/resources/blog/cloud/adopting-gitops-for-kubernetes-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [blog.sldk.de: Introduction to GitOps on Kubernetes with Flux v2 🌟](https://blog.sldk.de/2021/02/introduction-to-gitops-on-kubernetes-with-flux-v2) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [techcommunity.microsoft.com: ARM Template Specs now GA!](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/arm-template-specs-now-ga/2402618) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(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) [COMMUNITY-TOOL] 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)*
-  - **(2021)** [faun.pub: From Terraform to Azure Bicep: What You Need to Know about syntax](https://faun.pub/from-terraform-to-azure-bicep-what-you-need-to-know-bb1c404b7603) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Introducing Azure Container Apps: a serverless container service for running modern apps at scale](https://techcommunity.microsoft.com/blog/appsonazureblog/introducing-azure-container-apps-a-serverless-container-service-for-running-mode/2867265) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [thenewstack.io: Azure Kubernetes Service Replaces Docker with containerd](https://thenewstack.io/azure-kubernetes-service-replaces-docker-with-containerd) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [blog.sixeyed.com: You can't always have Kubernetes: running containers in Azure VM Scale Sets](https://blog.sixeyed.com/you-cant-always-have-kubernetes-running-containers-in-azure-vm-scale-sets) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [teacdmin.net: How To Enable Multiple RDP Sessions on Windows Server](https://tecadmin.net/how-to-enable-multiple-rdp-sessions-on-windows-server) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [thomasmaurer.ch: How to check the available VM Sizes (SKUs) by Azure Region](https://www.thomasmaurer.ch/2021/02/how-to-check-the-available-vm-sizes-skus-by-azure-region) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [devblogs.microsoft.com: Deploy Spring Boot applications by leveraging enterprise best practices – Azure Spring Cloud Reference Architecture](https://devblogs.microsoft.com/java/deploy-spring-boot-applications-by-leveraging-enterprise-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Non-interactive logins: minimizing the blind spot](https://techcommunity.microsoft.com/blog/microsoftsentinelblog/non-interactive-logins-minimizing-the-blind-spot/2287932) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Security Control: Implement security best practices](https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/security-control-implement-security-best-practices/2269914) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [unit42.paloaltonetworks.com: Finding Azurescape – Cross-Account Container Takeover in Azure Container Instances](https://unit42.paloaltonetworks.com/azure-container-instances) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [returngis.net: ReplicaciΓ³n de blobs entre dos cuentas de Azure Storage en dos tenants diferentes](https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [c-sharpcorner.com: Comparing AWS SQL Server With Azure SQL Database](https://www.c-sharpcorner.com/article/comparing-aws-sql-server-with-azure-sql-database) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [k21academy.com: Azure Data Lake Overview For Beginners](https://k21academy.com/azure-data/azure-data-lake) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: How to create a VPN between Azure and AWS using only managed solutions](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/how-to-create-a-vpn-between-azure-and-aws-using-only-managed-solutions/2281900) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [k21academy.com: Azure RBAC Vs Azure Policies Vs Azure Blueprints](https://k21academy.com/azure-cloud/azure-rbac-vs-azure-policies-vs-azure-blueprints) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [techcommunity.microsoft.com: Azure Policy for Kubernetes releases support for custom policy](https://techcommunity.microsoft.com/blog/azuregovernanceandmanagementblog/azure-policy-for-kubernetes-releases-support-for-custom-policy/2699466) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./azure.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)*
-  - **(2021)** [dotnet-helpers.com: Passing Local Variables to Remote PowerShell session](https://dotnet-helpers.com/powershell/passing-local-variables-to-remote-powershell-session) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [Crescendo](https://devblogs.microsoft.com/powershell/announcing-powershell-crescendo-preview-1) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [commandline.ninja: Video Intro to Secret Management with Powershell](https://commandline.ninja/video-intro-to-secret-management-with-powershell) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [youtube: Azure PowerShell account management with Azure contexts | A Cloud Guru 🌟](https://www.youtube.com/watch?v=PjiJsllKZrI&ab_channel=ACloudGuru) [COMMUNITY-TOOL] [GUIDE] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [acloudguru.com: The Beginner’s Guide to Azure PowerShell: One Shell to Rule Them All](https://www.pluralsight.com/resources/blog/cloud/one-shell-to-rule-them-all-5-reasons-to-use-powershell-for-cloud-management) [COMMUNITY-TOOL] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(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)** [docs.microsoft.com: Using configuration data in DSC](https://learn.microsoft.com/en-us/powershell/dsc/configurations/configdata?view=dsc-1.1) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [muycomputer.com: WinGet 1.0, ya estΓ‘ aquΓ­ el administrador de paquetes para Windows](https://www.muycomputer.com/2021/06/03/winget-1-0-paquetes-windows-10) [COMMUNITY-TOOL] 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)** [thenewstack.io: This Week in Programming: Windows Opens Up to Android Developers](https://thenewstack.io/this-week-in-programming-windows-opens-up-to-android-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [cloudbees.com: Continuous Delivery Tools: The 5 You Absolutely Need to Know in 2021](https://www.cloudbees.com/blog/cicd-tools-to-know-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(2021)** [stackoverflow.blog: Fulfilling the promise of CI/CD](https://stackoverflow.blog/2021/12/20/fulfilling-the-promise-of-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(2021)** [thenewstack.io: Tracing: Why Logs Aren’t Enough to Debug Your Microservices 🌟](https://thenewstack.io/tracing-why-logs-arent-enough-to-debug-your-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [newrelic.com: OpenTracing, OpenCensus, OpenTelemetry, and New Relic (Best overview of OpenTelemetry)](https://newrelic.com/blog/dem/opentelemetry-opentracing-opencensus) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: Observability Is the New Kubernetes 🌟](https://thenewstack.io/observability-is-the-new-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [VisualVM: JVisualVM to an Openshift pod](https://fedidat.com/250-jvisualvm-openshift-pod) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dev.to: Beginner's guide to understanding the relevance of your search with Elasticsearch and Kibana](https://dev.to/lisahjung/beginner-s-guide-to-understanding-the-relevance-of-your-search-with-elasticsearch-and-kibana-29n6) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [zdnet.com: AWS, as predicted, is forking Elasticsearch](https://www.zdnet.com/article/aws-as-predicted-is-forking-elasticsearch) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [amazon.com: Stepping up for a truly open source Elasticsearch](https://aws.amazon.com/blogs/opensource/stepping-up-for-a-truly-open-source-elasticsearch) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: This Week in Programming: The ElasticSearch Saga Continues](https://thenewstack.io/this-week-in-programming-the-elasticsearch-saga-continues) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dev.to/sagary2j: ELK Stack Deployment using MiniKube single node architecture](https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architecture-16cl) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [amazon.com: Introducing OpenSearch](https://aws.amazon.com/blogs/opensource/introducing-opensearch) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: This Week in Programming: AWS Completes Elasticsearch Fork with OpenSearch](https://thenewstack.io/this-week-in-programming-aws-completes-elasticsearch-fork-with-opensearch) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [aws.amazon.com: Keeping clients of OpenSearch and Elasticsearch compatible with open source](https://aws.amazon.com/blogs/opensource/keeping-clients-of-opensearch-and-elasticsearch-compatible-with-open-source) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [aws.amazon.com: Amazon Elasticsearch Service Is Now Amazon OpenSearch Service and Supports OpenSearch 1.0](https://aws.amazon.com/blogs/aws/announcing-amazon-opensearch-service-which-supports-opensearch-10) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [grafana.com: A beginner's guide to distributed tracing and how it can increase an application's performance 🌟](https://grafana.com/blog/a-beginners-guide-to-distributed-tracing-and-how-it-can-increase-an-applications-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [getenroute.io: TSDB, Prometheus, Grafana In Kubernetes: Tracing A Variable Across The OSS Monitoring Stack](https://www.saaras.io/blog/leverage-open-source-oss-derive-insights-grafana-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [stackoverflow.blog: Observability is key to the future of software (and your DevOps career)](https://stackoverflow.blog/2021/09/08/observability-is-key-to-the-future-of-software-and-your-devops-career) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [cloudbees.com: Automated Build and Deploy Feedback Using Jenkins and Instana' 🌟](https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [devops.com: Dynatrace Advances Application Environments as Code](https://devops.com/dynatrace-advances-application-environments-as-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [hmh.engineering: Musings on microservice observability!](https://hmh.engineering/musings-on-microservice-observability-f7052ac42f04) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: How OpenTelemetry Works with Kubernetes](https://thenewstack.io/how-opentelemetry-works-with-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools](https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [opensource.com: Get started with distributed tracing using Grafana Tempo](https://opensource.com/article/21/2/tempo-distributed-tracing) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Monitoring Java applications with Elastic: Getting started with the Elastic' APM Java Agent](https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [bqstack.com: Monitoring Application using Elastic APM](https://bqstack.com/b/detail/109) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Successful Kubernetes Monitoring – Three Pitfalls to Avoid](https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: 4 steps to modernize your IT service operations with Dynatrace](https://www.dynatrace.com/news/blog/4-steps-to-modernize-your-it-service-operations-with-dynatrace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: New Dynatrace Operator elevates cloud-native observability' for Kubernetes](https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: How to collect Prometheus metrics in Dynatrace](https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: Automatic connection of logs and traces accelerates AI-driven' cloud analytics](https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: Serverless Needs More Observability Tools](https://thenewstack.io/serverless-needs-more-observability-tools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Tutorial: Guide to automated SRE-driven performance engineering 🌟](https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: A look behind the scenes of AWS Lambda and our new Lambda monitoring extension](https://www.dynatrace.com/knowledge-base/aws-lambda) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: Analyze all AWS data in minutes with Amazon CloudWatch Metric' Streams available in Dynatrace](https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Krossboard](https://krossboard.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [kubernetes.io: Evolving Kubernetes networking with the Gateway API](https://kubernetes.io/blog/2021/04/22/evolving-kubernetes-networking-with-the-gateway-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: Unifying Kubernetes Service Networking (Again) with the Gateway API 🌟](https://thenewstack.io/unifying-kubernetes-service-networking-again-with-the-gateway-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [mattias.engineer: Kubernetes-101: Ingress 🌟](https://mattias.engineer/k8s/ingress) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [trstringer.com: Kubernetes Ingress with Contour](https://trstringer.com/kubernetes-ingress-with-contour) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: Autoscaling Ingress Controllers in  Kubernetes (Daniele Polencic)](https://itnext.io/autoscaling-ingress-controllers-in-kubernetes-c64b47088485) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [opensource.com: What you need to know about Kubernetes NetworkPolicy](https://opensource.com/article/21/10/kubernetes-networkpolicy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [howtoforge.com: Network Policy in Kubernetes 🌟](https://www.howtoforge.com/kubernetes_network_policy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [bionconsulting.com: Kubernetes Network Policies](https://www.bionconsulting.com/blog/kubernetes-network-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [cilium.io: NetworkPolicy Editor: Create, Visualize, and Share Kubernetes NetworkPolicies 🌟](https://cilium.io/blog/2021/02/10/network-policy-editor) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: The Kubernetes Network Security Effect 🌟](https://thenewstack.io/the-kubernetes-network-security-effect) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [openshift.com: Network Policies: Controlling Cross-Project Communication on OpenShift](https://www.redhat.com/en/blog/network-policies-controlling-cross-project-communication-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [arthurchiao.art: Cracking Kubernetes Network Policy](https://arthurchiao.art/blog/cracking-k8s-network-policy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [tigera.io: Enforcing Network Security Policies with GitOps – Part 1 (Calico + ArgoCD)](https://www.tigera.io/blog/enforcing-network-security-policies-with-gitops-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [ungleich.ch: Making kubernetes kube-dns/CoreDNS publicly reachable](https://ungleich.ch/u/blog/kubernetes-making-dns-publicly-reachable) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: Supercharge CoreDNS with Cluster Addons 🌟](https://thenewstack.io/supercharge-coredns-with-cluster-addons) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [sysdig.com: How to monitor coreDNS 🌟](https://www.sysdig.com/blog/how-to-monitor-coredns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: CKAD Scenarios about Ingress and NetworkPolicy](https://itnext.io/ckad-scenarios-about-ingress-and-networkpolicy-155ce958c9ce) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [developers.redhat.com: Use Skupper to connect multiple Kubernetes clusters 🌟](https://developers.redhat.com/blog/2021/04/20/use-skupper-to-connect-multiple-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.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)** [buoyant.io: Kubernetes network policies with Cilium and Linkerd](https://www.buoyant.io/blog/kubernetes-network-policies-with-cilium-and-linkerd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: Installing Cilium on Kubernetes in a fast and efficient way](https://itnext.io/installing-cilium-on-kubernetes-in-a-fast-and-efficient-way-dbcb79ce9699) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [cilium.io: CNI Benchmark: Understanding Cilium Network Performance](https://cilium.io/blog/2021/05/11/cni-benchmark) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [rancher.com: Container Network Interface (CNI) Providers](https://rancher.com/docs/rancher/v2.x/en/faq/networking/cni-providers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [fusionlayer.com: Software-Defined IP Address Management (IPAM)](https://www.fusionlayer.com/products/infinity) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [stackrox.com: Kubernetes Networking Demystified: A Brief Guide](https://www.stackrox.io/blog/kubernetes-networking-demystified) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [Examining Load Balancing Algorithms with Envoy](https://blog.envoyproxy.io/examining-load-balancing-algorithms-with-envoy-1be643ea121c) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [Access control for GitHub Pages](https://github.blog/changelog/2021-01-21-access-control-for-github-pages) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2021)** [dev.to: How to View Build Logs for GitHub Pages](https://dev.to/github/visualize-github-pages-build-logs-1mc1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./mkdocs.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)** [freecodecamp.org: Documentation Libraries to Help You Write Good Docs](https://www.freecodecamp.org/news/documentation-libraries-to-help-you-write-good-docs) [COMMUNITY-TOOL] β€” *Go to [Section](./mkdocs.md)*
-  - **(2021)** [How to Build Sparse EBS Volumes for Fun and Easy Snapshotting](https://aws.amazon.com/blogs/apn/how-to-build-sparse-ebs-volumes-for-fun-and-easy-snapshotting) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-storage.md)*
-  - **(2021)** [Monitor Amazon S3 activity using S3 server access logs and Pandas in Python](https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-storage.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)** [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)** [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)** [dok.community: Data on Kubernetes 2021 Report](https://dok.community/dokc-2021-report) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [ibm.com: Using Fio to Tell Whether Your Storage is Fast Enough for Etcd](https://www.ibm.com/think/cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [danielmangum.com: K8s ASA: The Storage Interface](https://danielmangum.com/posts/k8s-asa-the-storage-interface) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [developers.redhat.com: How to maximize data storage for microservices and Kubernetes, Part 1: An introduction 🌟](https://developers.redhat.com/articles/2021/08/11/how-maximize-data-storage-microservices-and-kubernetes-part-1-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [infoq.com: Best Practices for Running Stateful Applications on Kubernetes](https://www.infoq.com/articles/kubernetes-stateful-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [armosec.io: Data Storage in Kubernetes](https://www.armosec.io/blog/kubernetes-data-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [thenewstack.io: When Is Decentralized Storage the Right Choice?](https://thenewstack.io/when-is-decentralized-storage-the-right-choice) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [storj.io: Integrating Decentralized Cloud Storage with Duplicati](https://www.storj.io/cloud-object-storage) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [blog.flant.com: Comparing Ceph, LINSTOR, Mayastor, and Vitastor storage performance in Kubernetes](https://palark.com/blog/kubernetes-storage-performance-linstor-ceph-mayastor-vitastor) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [thenewstack.io: Beyond Block and File: COSI Enables Object Storage in Kubernetes 🌟](https://thenewstack.io/beyond-block-and-file-cosi-enables-object-storage-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [infoworld.com: Kubernetes object storage best practices](https://www.infoworld.com/article/2269961/kubernetes-object-storage-best-practices.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [adamtheautomator.com: Effortless Storage Management With Kubernetes PVC 🌟](https://adamtheautomator.com/kubernetes-pvc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Highly Available NFS cluster in Kubernetes, a cloud vendor independent storage solution](https://itnext.io/highly-available-nfs-cluster-in-kubernetes-a-cloud-vendor-independent-storage-solution-f9a314cfdfcc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [kubermatic.com: Keeping the State of Apps 5: Introduction to Storage Classes](https://www.kubermatic.com/blog/keeping-the-state-of-apps-5-introduction-to-storage-classes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Temporary Storage for Kubernetes Pods](https://itnext.io/temporary-storage-for-kubernetes-pods-f8330ad8db88) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [blog.newrelic.com: Kubernetes Fundamentals, Part 5: Working with Kubernetes Volumes](https://newrelic.com/blog/infrastructure-monitoring/how-to-use-kubernetes-volumes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [matthewpalmer.net: Filesystem vs Volume vs Persistent Volume 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-volumes-example-nfs-persistent-volume.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Resizing StatefulSet Persistent Volumes with zero downtime 🌟](https://itnext.io/resizing-statefulset-persistent-volumes-with-zero-downtime-916ebc65b1d4) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [Digital Ocean: Kuberntes PVC ReadWriteMany access mode alternative](https://www.digitalocean.com/community/questions/kuberntes-pvc-readwritemany-access-mode-alternative) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: State of Persistent Storage in K8s β€” A Benchmark](https://itnext.io/state-of-persistent-storage-in-k8s-a-benchmark-77a96bb1ac29) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [itnext.io: Using Rook On A K3s Cluster](https://itnext.io/using-rook-on-a-k3s-cluster-8a97a75ba25e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [iomesh.com: Outperforming Peer Products, IOMesh Takes Cloud Native Storage to the Next Level](https://www.iomesh.com/blog/announcing_iomesh_preview) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [blocksandfiles.com: Kubernetes storage: SmartX’s IOMesh beats Portworx, Longhorn and OpenEBS](https://www.blocksandfiles.com/block/2021/08/05/kubernetes-storage-smartxs-iomesh-beats-portworx-longhorn-and-openebs/1617691) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [next.redhat.com: Introducing VolSync: your data, anywhere](https://next.redhat.com/2021/08/23/introducing-volsync-your-data-anywhere) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2021)** [searchstorage.techtarget.com: IBM Spectrum](https://www.techtarget.com/searchitchannel/definition/IBM-International-Business-Machines) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-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)** [itnext.io: Why do developers find Kubernetes so hard?](https://itnext.io/why-do-developers-find-kubernetes-hard-6532e8d6ce7f) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2021)** [itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux](https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452) [COMMUNITY-TOOL] [GUIDE] [YAML 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)** [elconfidencial.com: ΒΏQuΓ© negociar en el acuerdo de teletrabajo? GuΓ­a prΓ‘ctica para empresas y empleados](https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723) [COMMUNITY-TOOL] [GUIDE] [SPANISH 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)*
-  - **(2021)** [devops.com: 7 Popular Open Source CI/CD Tools](https://devops.com/7-popular-open-source-ci-cd-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [youtube: jfrog - Modern App Deployments: How to use NGINX and JFrog to Automate your Blue/Green deployments](https://www.youtube.com/watch?v=15CGdzfDlpQ&ab_channel=JFrog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [semaphoreci.com: Revving up Continuous Integration with Parallel Testing](https://semaphore.io/blog/revving-up-continuous-integration-with-parallel-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [jenkins-x.io: Traces for your pipelines](https://jayex.io/blog/2021/04/08/jx3-pipeline-trace) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.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)** [Deploy Spinnaker CD Pipelines in Kubernetes](https://www.opsmx.com/blog/deploy-spinnaker-cd-pipelines-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [k21academy.com: Azure pipelines VS Jenkins](https://k21academy.com/azure-cloud/azure-pipelines-vs-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [jfrog.com: How I Leaped Forward My Jenkins Build with JFrog Pipelines](https://jfrog.com/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2021)** [devops.com: 11 Open Source DevOps Tools We Love For 2021](https://devops.com/11-open-source-devops-tools-we-love-for-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - **(2021)** [devopszone.info: DevSecOps Explained](https://www.devopszone.info/post/devsecops-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [opensource.com: How to adopt DevSecOps successfully](https://opensource.com/article/21/2/devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [invensislearning.com: Difference between DevOps and DevSecOps](https://www.invensislearning.com/blog/devops-vs-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [loves.cloud: Creating a fully automated DevSecOps CI/CD Pipeline](https://loves.cloud/creation-of-a-fully-automated-devsecops-cicd-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Culture, Vulnerabilities and Budget: Why Devs and AppSec Disagree](https://thenewstack.io/culture-vulnerabilities-and-budget-why-devs-and-appsec-disagree) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [cybersecuritydive.com: Relationships between DevOps, security warm slowly](https://www.cybersecuritydive.com/news/developer-security-gitlab-devsecops/599599) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devops.com: DevSecOps Trends to Know For 2021](https://devops.com/devsecops-trends-for-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infoq.com: 9 Trends That Are Influencing the Adoption of Devops and Devsecops in 2021](https://www.infoq.com/articles/devops-secure-trends) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [amazon.com: Building end-to-end AWS DevSecOps CI/CD pipeline with open source SCA, SAST and DAST tools](https://aws.amazon.com/blogs/devops/building-end-to-end-aws-devsecops-ci-cd-pipeline-with-open-source-sca-sast-and-dast-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [harness.io: Automated DevSecOps with StackHawk and Harness](https://www.harness.io/blog/automated-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [linkedin: Dear Google, my data has left your building!](https://www.linkedin.com/pulse/dear-google-my-data-has-left-your-building-zakir-khan) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redeszone.net: No configurar bien la nube es culpable de la mayorΓ­a de vulnerabilidades](https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [kalilinuxtutorials.com: Deploying & Securing Kubernetes Clusters](https://kalilinuxtutorials.com/deploying-securing-kubernetes-clusters) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: Balancing Linux security with usability](https://www.redhat.com/en/blog/linux-security-usability) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devclass.com: Docker: It’s not dead yet, but there’s a tendency to walk away, security report finds](https://www.devclass.com/containers/2021/01/13/docker-its-not-dead-yet-but-theres-a-tendency-to-walk-away-security-report-finds/1620265) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [dev.to: Manage your secrets in Git with SOPS for Kubernetes 🌟](https://dev.to/stack-labs/manage-your-secrets-in-git-with-sops-for-kubernetes-57me) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [DevSecOps – Static Analysis SAST with Jenkins Pipeline](https://digitalvarys.com/devsecops-static-analysis-sast-with-jenkins-pipeline) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [about.gitlab.com: Fantastic Infrastructure as Code security attacks and how to find them](https://about.gitlab.com/blog/fantastic-infrastructure-as-code-security-attacks-and-how-to-find-them) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.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)** [medium: Install Hashicorp Vault on Kubernetes using Helm - Part 1 |' Marco Franssen](https://marcofranssen.nl/install-hashicorp-vault-on-kubernetes-using-helm-part-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [ansible.com: Simplifying secrets management with CyberArk and Red Hat Ansible Automation Platform](https://www.redhat.com/en/blog/simplifying-secrets-management-with-cyberark-and-red-hat-ansible-automation-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [about.gitlab.com: How to secure your container images with GitLab and Grype](https://about.gitlab.com/blog/secure-container-images-with-gitlab-and-grype) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Anchore: Scan Your Container Images for Vulnerabilities from the Command Line](https://thenewstack.io/anchore-scan-your-container-images-for-vulnerabilities-from-the-command-line) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [returngis.net: Buscar vulnerabilidades en imΓ‘genes de Docker con Snyk](https://www.returngis.net/2021/09/buscar-vulnerabilidades-en-imagenes-de-docker-con-snyk) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [blog.aquasec.com: A Security Review of Docker Official Images: Which Do You Trust? (with trivy)](https://blog.aquasec.com/docker-official-images) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [iximiuz.com: The need for slimmer containers. Scanning official Python images with Snyk](https://iximiuz.com/en/posts/thick-container-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Where Are You on the DevSecOps Maturity Curve?](https://thenewstack.io/where-are-you-on-the-devsecops-maturity-curve) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devblogs.microsoft.com: You can’t have security for DevOps until you have DevOps for security](https://devblogs.microsoft.com/engineering-at-microsoft/you-cant-have-security-for-devops-until-you-have-devops-for-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [enterprisersproject.com: 5 DevSecOps open source projects to know](https://enterprisersproject.com/article/2021/8/5-devsecops-open-source-projects-know) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [opensource.com: 5 open source security resources from 2021](https://opensource.com/article/21/12/open-source-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [softwebsolutions.com: What is DevSecOps and why your business needs it](https://www.softwebsolutions.com/resources/devops-security-tools-benefits) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: Getting DevSecOps to production and beyond](https://www.redhat.com/en/blog/devsecops-enterprise-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: HashiCorp Releases HCP Vault to Combat β€˜Secrets Management’ Fatigue](https://thenewstack.io/hashicorps-releases-hcp-vault-to-combat-secrets-management-fatigue) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Secrets injection at runtime from external Vault into Kubernetes β€” POC](https://itnext.io/secrets-injection-from-external-vault-into-kubernetes-poc-83a52c8cf5cb) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.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)*
-  - **(2021)** [devops.com: How to Automate PKI for DevOps With Open Source Tools](https://devops.com/how-to-automate-pki-for-devops-with-open-source-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infoq.com: Serverless Security: What's Left to Protect?](https://www.infoq.com/articles/serverless-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [dqindia.com: Secure your CI/CD pipeline with these tips from experts](https://www.dqindia.com/secure-cicd-pipeline-tips-experts) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devops.com: Securing Your Software Development Pipelines](https://devops.com/securing-your-software-development-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [devops.com: Continuous Security: The Next Evolution of CI/CD](https://devops.com/continuous-security-the-next-evolution-of-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [containerjournal.com: Kubernetes Security in Your CI/CD Pipeline](https://cloudnativenow.com/features/kubernetes-security-in-your-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [containerjournal.com: Siloscape: The Dark Side of Kubernetes](https://cloudnativenow.com/features/siloscape-the-dark-side-of-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [blog.aquasec.com: Advanced Persistent Threat Techniques Used in Container Attacks](https://blog.aquasec.com/advanced-persistent-threat-techniques-container-attacks) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: SecOps in a Post-COVID World: 3 Security Trends to Watch](https://thenewstack.io/secops-in-a-post-covid-world-3-security-trends-to-watch) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [freecodecamp.org: Authentication vs Authorization – What's the Difference?](https://www.freecodecamp.org/news/whats-the-difference-between-authentication-and-authorisation) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [cisecurity.org: Where Does Zero Trust Begin and Why is it Important?](https://www.cisecurity.org/insights/blog/where-does-zero-trust-begin-and-why-is-it-important) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [osohq.com: Patterns for Authorization in Microservices](https://www.osohq.com/post/microservices-authorization-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [Why you should be using Multi-Category Security (MCS) for your Linux containers](https://www.redhat.com/en/blog/why-you-should-be-using-multi-category-security-your-linux-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Project Calico: Kubernetes Security as SaaS](https://thenewstack.io/project-calico-kubernetes-security-as-saas) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: WAF: Securing Applications at the Edge](https://thenewstack.io/waf-securing-applications-at-the-edge) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Protecting Your Kubernetes Environment With KubeArmor](https://itnext.io/protecting-your-kubernetes-environment-with-kubearmor-76b02fc2209b) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Managing Kubernetes Secrets with AWS Secrets Manager 🌟](https://thenewstack.io/managing-kubernetes-secrets-with-aws-secrets-manager) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [docs.microsoft.com: Introduction to Azure Defender for container registries](https://learn.microsoft.com/en-us/azure/defender-for-cloud/defender-for-container-registries-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: AWS Open Sources Security Tools](https://thenewstack.io/aws-open-sources-security-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Latest OWASP Top 10 Surfaces Web Development Security Bugs](https://thenewstack.io/the-latest-owasp-top-10-looks-a-lot-like-the-old-owasp) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: OWASP Top 10: A Guide to the Worst Software Vulnerabilities](https://thenewstack.io/owasp-top-10-a-guide-to-the-worst-software-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: Red Hat to Acquire Kubernetes-Native Security Leader StackRox](https://www.redhat.com/en/about/press-releases/red-hat-acquire-kubernetes-native-security-leader-stackrox) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [falco.org: Detect Malicious Behaviour on Kubernetes API Server through gathering Audit Logs by using FluentBit - Part 2](https://falco.org/blog/detect-malicious-behaviour-on-kubernetes-api-server-through-gathering-audit-logs-by-using-fluentbit-part-2) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Top 6 Threat Detection Tools for Containers](https://itnext.io/top-6-threat-detection-tools-for-containers-3dd80b77777e) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [it.slashdot.org: And the Top Source of Critical Security Threats Is...PowerShell](https://it.slashdot.org/story/21/05/22/041242/and-the-top-source-of-critical-security-threats-ispowershell) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [therecord.media: UK government plans to release Nmap scripts for finding vulnerabilities](https://therecord.media/uk-government-plans-to-release-nmap-scripts-for-finding-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infracloud.io: Enforcing Image Trust on Docker Containers using Notary](https://www.infracloud.io/blogs/enforcing-image-trust-docker-containers-notary) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [openshift.com: Signing and Verifying Container Images 🌟](https://www.redhat.com/en/blog/signing-and-verifying-container-images) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [opensource.com: Sign and verify container images with this open source tool (sigstore)](https://opensource.com/article/21/12/sigstore-container-images) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [youtube: Hands-on Introduction to sigstore | Rawkode Live](https://www.youtube.com/watch?v=fZfd4orrn8Y&ab_channel=RawkodeAcademy) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [testdriven.io: Running Vault and Consul on Kubernetes](https://testdriven.io/blog/running-vault-and-consul-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infracloud.io: Securing Kubernetes Secrets with Conjur 🌟](https://www.infracloud.io/blogs/securing-kubernetes-secrets-conjur) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [aws.amazon.com: Managing secrets deployment in Kubernetes using Sealed Secrets 🌟](https://aws.amazon.com/blogs/opensource/managing-secrets-deployment-in-kubernetes-using-sealed-secrets) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Hardening Docker and Kubernetes with seccomp 🌟](https://itnext.io/hardening-docker-and-kubernetes-with-seccomp-a88b1b4e2111) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [piotrminkowski.com: Vault on Kubernetes with Spring Cloud](https://piotrminkowski.com/2021/12/30/vault-on-kubernetes-with-spring-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Reasons to Implement HashiCorp Vault and Other Zero Trust Tools](https://thenewstack.io/reasons-to-implement-hashicorp-vault-and-other-zero-trust-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [techcommunity.microsoft.com: In preview: Azure Key Vault secrets provider extension for Arc enabled Kubernetes clusters](https://techcommunity.microsoft.com/blog/azurearcblog/in-preview-azure-key-vault-secrets-provider-extension-for-arc-enabled-kubernetes/3002160) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [vcloud-lab.com: Create Azure Key Vault Certificates on Azure Portal and Powershell](https://vcloud-lab.com/entries/microsoft-azure/-create-azure-key-vault-certificates-on-azure-portal-and-powershell) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [sysdig.com: 12 Container image scanning best practices to adopt in production](https://www.sysdig.com/learn-cloud-native/12-container-image-scanning-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infracloud.io: The Ten Commandments of Container Security](https://www.infracloud.io/blogs/top-10-things-for-container-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [sysdig.com: Container security best practices: Ultimate guide 🌟](https://www.sysdig.com/learn-cloud-native/container-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [sysdig.com: Sysdig 2021 container security and usage report: Shifting left is not enough 🌟](https://www.sysdig.com/blog/sysdig-2021-container-security-usage-report) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: Improving Linux container security with seccomp 🌟](https://www.redhat.com/en/blog/container-security-seccomp) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: Introducing Red Hat Vulnerability Scanner Certification](https://www.redhat.com/en/blog/introducing-red-hat-vulnerability-scanner-certification) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [techbeacon.com: 17 open-source container security tools 🌟](https://techbeacon.com/security/17-open-source-container-security-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [europeclouds.com: Implementing Aqua Security to Secure Kubernetes](https://www.europeclouds.com/blog/implementing-aqua-security-to-secure-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [itnext.io: Manage Auto-generated Secrets In Your Helm Charts 🌟](https://itnext.io/manage-auto-generated-secrets-in-your-helm-charts-5aee48ba6918) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [tryhackme.com: Metasploit: Introduction](https://tryhackme.com/room/metasploitintro) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [intezer.com: New Attacks on Kubernetes via Misconfigured Argo Workflows](https://intezer.com/blog/new-attacks-on-kubernetes-via-misconfigured-argo-workflows) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [sysdig.com: Mitigating CVE-2021-20291: DoS affecting CRI-O and Podman](https://www.sysdig.com/blog/cve-2021-20291-cri-o-podman) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [sysdig.com: Mitigating log4j with Runtime-based Kubernetes Network Policies](https://www.sysdig.com/blog/mitigating-log4j-kubernetes-network-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [cloud.redhat.com: Log4Shell: Practical Mitigations and Impact Analysis of the Log4j Vulnerabilities](https://www.redhat.com/en/blog/log4shell-practical-mitigations-and-impact-analysis) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [cisagov/log4j-scanner](https://github.com/cisagov/log4j-scanner) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [Apache Log4j Security Vulnerabilities](https://logging.apache.org/security.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [edition.cnn.com: The Log4j security flaw could impact the entire internet. Here's what you should know](https://edition.cnn.com/2021/12/15/tech/log4j-vulnerability/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [welivesecurity.com: Lo que todo lΓ­der de una empresa debe saber sobre Log4Shell](https://www.welivesecurity.com/la-es/2021/12/16/que-deben-saber-lideres-empresas-sobre-log4shell) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [genbeta.com: "Internet estΓ‘ en llamas": Cloudflare ha detectado mΓ‘s de 24.600 ataques por minuto que explotaban la vulnerabilidad Log4Shell](https://www.genbeta.com/actualidad/internet-esta-llamas-cloudflare-ha-detectado-24-600-ataques-minuto-que-explotaban-vulnerabilidad-log4shell) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [dynatrace.com: Log4Shell vulnerability](https://www.dynatrace.com/news/tag/log4shell) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [dynatrace.com: Log4Shell vulnerability discovery and mitigation require automatic and intelligent observability](https://www.dynatrace.com/news/blog/log4shell-vulnerability-discovery-and-mitigation) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [cyberscoop.com: The Log4j flaw is the latest reminder that quick security fixes are easier said than done](https://cyberscoop.com/log4j-hack-security-update-ransomware) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [venturebeat.com: What Log4Shell teaches us about open source security](https://venturebeat.com/2021/12/18/what-log4shell-teaches-us-about-open-source-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [vpnranks.com: Belgian Defense Ministry Under Cyber Attack Due to Log4j Vulnerability](https://www.vpnranks.com/news/belgian-defense-ministry-under-cyber-attack-due-to-log4j-vulnerability) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Yet Another Log4j Security Problem Appears](https://thenewstack.io/yet-another-log4j-security-problem-appears) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [zdnet.com: Google releases new open-source security software program: Scorecards](https://www.zdnet.com/article/google-releases-new-open-source-security-software-program-scorecards) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [redhat.com: 5 ways for teams to create an automation-first mentality](https://www.redhat.com/en/blog/automation-first-mentality) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [mirantis.com: Introduction to Istio Ingress: The easy way to manage incoming Kubernetes app traffic](https://www.mirantis.com/blog/introduction-to-istio-ingress-the-easy-way-to-manage-incoming-kubernetes-app-traffic) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [armosec.io: A Practical Guide to the Different Compliance Kubernetes Security Frameworks and How They Fit Together 🌟🌟](https://www.armosec.io/blog/kubernetes-security-frameworks-and-guidance) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [datadoghq.com: Monitor HashiCorp Vault metrics and logs](https://www.datadoghq.com/blog/monitor-vault-metrics-and-logs) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [shipa.io: DevOps Challenge – Kubernetes Deployment: Ketch vs YAML](https://shipa.io/devops-challenge-kubernetes-deployment-ketch-vs-yaml) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [dev.to: Convert nested JSON to simple JSON in Javascript](https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [opensource.com: 5 ways to process JSON data in Ansible 🌟](https://opensource.com/article/21/4/process-json-data-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts to ensure best practices using KubeLinter in Azure DevOps Pipeline](https://thomasthornton.cloud/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [dev.to/thenjdevopsguy: AKS vs EKS vs GKE](https://dev.to/thenjdevopsguy/aks-vs-eks-vs-gke-2459) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [acloudguru.com: AKS vs EKS vs GKE: Managed Kubernetes services compared](https://www.pluralsight.com/resources/blog/cloud/aks-vs-eks-vs-gke-managed-kubernetes-services-compared) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [infoworld.com: CNCF survey: Managed Kubernetes becomes the norm](https://www.infoworld.com/article/2334477/cncf-survey-managed-kubernetes-becomes-the-norm.html) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [redhat.com: What architects need to know about managed Kubernetes](https://www.redhat.com/en/blog/managed-kubernetes-architects) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Otomi Container Platform Offers an Integrated Kubernetes Bundle](https://thenewstack.io/otomi-container-platform-offers-an-integrated-kubernetes-bundle) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [EKS Service Accounts Explained](https://fika.works/blog/eks-service-accounts) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Install and Configure OpenEBS on Amazon Elastic Kubernetes Service](https://thenewstack.io/tutorial-install-and-configure-openebs-on-amazon-elastic-kubernetes-service) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Kubernetes PVCs with EFS provisioner](https://www.theodo.com/en-fr/blog/how-to-use-kubernetes-pvcs-with-efs-provisioner) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Using AWS NLB manually targeting an EKS Service exposing UDP traffic](https://itnext.io/using-aws-nlb-manually-targeting-an-eks-service-exposing-udp-traffic-17053ecd8f52) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Operating a multi-regional stateless application using Amazon EKS](https://aws.amazon.com/blogs/containers/operating-a-multi-regional-stateless-application-using-amazon-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [stackrox.com: EKS vs GKE vs AKS - Evaluating Kubernetes in the Cloud](https://www.stackrox.io/blog/eks-vs-gke-vs-aks-jan2021) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At Rest with AWS KMS](https://devoriales.com/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [azurecloudai.blog: Deploy Azure Kubernetes Service (AKS) to a preexisting VNET](https://azurecloudai.blog/verify.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [cloudonaut.io: Scaling Container Clusters on AWS: ECS and EKS](https://cloudonaut.io/scaling-container-clusters-on-aws-ecs-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [linkedin.com: Amazon EKS Distro (EKS-D): The Kubernetes Distribution Used by Amazon EKS 🌟](https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Streaming Kubernetes Events in Slack](https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [youtube/StackSimplify: Kubernetes Deployments on AWS EKS | Amazon Elastic Kubernetes Service | Amazon EKS 🌟](https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [hackerxone.com: 13 Steps Guide to Create Kubernetes Cluster on AWS](https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [hackerxone.com: Steps to Create Amazon EKS node group on Amazon web Service (AWS)](https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and spot instances 🌟](https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for Batch Work](https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS 🌟](https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [dev.to: EKS IAM Deep Dive 🌟](https://dev.to/aws-builders/eks-iam-deep-dive-136d) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Easy as one-two-three policy management with Kyverno on Amazon EKS 🌟](https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller](https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation](https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Using Prometheus Adapter to autoscale applications running on Amazon EKS](https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Autoscaling EKS on Fargate with custom metrics](https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl Cloudformation ALB Controller (Redmine App)](https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK and CDK Pipelines](https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon EKS, and utilize AWS Organizations more effectively](https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Chaos engineering on Amazon EKS using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/devops/chaos-engineering-on-amazon-eks-using-aws-fault-injection-simulator) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Persistent storage for Kubernetes](https://aws.amazon.com/blogs/storage/persistent-storage-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Amazon EKS Anywhere – Now Generally Available to Create and Manage Kubernetes Clusters on Premises](https://aws.amazon.com/blogs/aws/amazon-eks-anywhere-now-generally-available-to-create-and-manage-kubernetes-clusters-on-premises) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Getting started with Amazon EKS Anywhere](https://aws.amazon.com/blogs/containers/introducing-general-availability-of-amazon-eks-anywhere) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [cloud.google.com: Discover and invoke services across clusters with GKE multi-cluster services](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Introducing GKE Autopilot: a revolution in managed Kubernetes 🌟](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-autopilot) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [zdnet.com: Google introduces GKE Autopilot for hands-off Kubernetes](https://www.zdnet.com/article/google-introduces-gke-autopilot-for-hands-off-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Google’s New β€˜Autopilot’ for Kubernetes](https://thenewstack.io/googles-new-autopilot-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [youtube: GKE Autopilot - Fully Managed Kubernetes Service From Google 🌟](https://www.youtube.com/watch?v=Zztufl4mFQ4&feature=youtu.be) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant workloads](https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [acloudguru.com: GKE ludicrous speed! GKE Image Streaming speeds up container starts](https://www.pluralsight.com/resources/blog/cloud/gke-ludicrous-speed-gke-image-streaming-speeds-up-container-starts) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for Using KubeKey](https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices for Using KubeKey](https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Network Isolated AKS β€” Part 1: Controlling network traffic](https://itnext.io/network-isolated-aks-part-1-controlling-network-traffic-2cd0e045352d) [COMMUNITY-TOOL] [TERRAFORM/BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller para AKS](https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks) [COMMUNITY-TOOL] [SPANISH 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)** [tigera.io: Turbocharging AKS networking with Calico eBPF](https://www.tigera.io/blog/turbocharging-aks-networking-with-calico-ebpf) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [tigera.io: Calico WireGuard support with Azure CNI](https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [carlos.mendible.com: AKS: Persistent Volume Claim with an Azure File Storage protected with a Private Endpoint](https://carlos.mendible.com/2021/08/02/aks-persistent-volume-claim-with-an-azure-file-storage-protected-with-a-private-endpoint) [COMMUNITY-TOOL] [YAML/TERRAFORM CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [techcommunity.microsoft.com: Azure Kubernetes Service and Azure Container Registry Service on Azure Stack Hub](https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [zartis.com: How To Save A Fortune On Azure Kubernetes Service](https://www.zartis.com/minimizing-costs-aks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: AKS Performance: Limit Ranges](https://itnext.io/aks-performance-limit-ranges-8e18cbebe351) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management](https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management) [COMMUNITY-TOOL] [MARKDOWN 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)** [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)** [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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [arnoldgalovics.com: GitHub Actions CI/CD For Oracle Cloud Kubernetes](https://arnoldgalovics.com/github-actions-oracle-cloud-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML/SHELL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [community.suse.com: Stupid Simple Kubernetesβ€Šβ€”β€ŠDeployments, Services and Ingresses Explained](https://www.rancher.com/community) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [dev.to/iamunnip: Building a local Kubernetes cluster using k3d](https://dev.to/iamunnip/building-a-local-kubernetes-cluster-using-k3d-2p3d) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [itnext.io: Fleet Management of Kubernetes Clusters at Scale β€” Rancher’s Fleet](https://itnext.io/fleet-management-of-kubernetes-clusters-at-scale-ranchers-fleet-de161cc52325) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [digitalis.io: Kubernetes GitOps Continuous Integration and Delivery with Fleet and Rancher](https://digitalis.io/post/kubernetes-gitops-continuous-integration-and-delivery-with-fleet-and-rancher) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [Learnk8s: Comparison of Kubernetes Managed Services 🌟](https://docs.google.com/spreadsheets/d/1RPpyDOLFmcgxMCpABDzrsBYWpPYCIBuvAoUQLwOGoQw/edit) [COMMUNITY-TOOL] β€” *Go to [Section](./matrix-table.md)*
-  - **(2021)** [devopscube.com: Kubernetes v1.21 Released: Here is What you should know](https://devopscube.com/kubernetes-v1-21-released) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes 1.21: Power to the Community](https://kubernetes.io/blog/2021/04/08/kubernetes-1-21-release-announcement) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [analyticsindiamag.com: Kubernetes v1.21 Released: Major Updates & Latest Features](https://analyticsindiamag.com/kubernetes-v1-21-released-major-updates-latest-features) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [openshift.com: Kubernetes 1.21 Grows Innovative New Features](https://www.redhat.com/en/blog/kubernetes-1.21-grows-innovative-new-features) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes 1.22: Reaching New Peaks](https://kubernetes.io/blog/2021/08/04/kubernetes-1-22-release-announcement) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [thenewstack.io: Less Is More with Kubernetes 1.22](https://thenewstack.io/less-is-more-with-kubernetes-1-22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [acloudguru.com: What’s new with Kubernetes 1.22?](https://www.pluralsight.com/resources/blog/cloud/whats-new-with-kubernetes-1-22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [sysdig.com: Kubernetes 1.23 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-23-whats-new) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [armosec.io: Kubernetes version 1.23 is out – everything you should know](https://www.armosec.io/blog/kubernetes-version-1-23-is-out-everything-you-should-know) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [thenewstack.io: Kubernetes 1.23: Dual Stack IPv4/IPv6, CronJobs, Ephemeral Volumes](https://thenewstack.io/kubernetes-1-23-dual-stack-ipv4-ipv6-cronjobs-ephemeral-volumes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes 1.23: The Next Frontier](https://kubernetes.io/blog/2021/12/07/kubernetes-1-23-release-announcement) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes Release Cadence Change: Here’s What You Need To Know](https://kubernetes.io/blog/2021/07/20/new-kubernetes-release-cadence) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Dockershim removal is coming. Are you ready?](https://kubernetes.io/blog/2021/11/12/are-you-ready-for-dockershim-removal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [thenewstack.io: Kubernetes 1.21 Brings a New Memory Manager, More Flexible Scheduling](https://thenewstack.io/kubernetes-1-21-brings-a-new-memory-manager-more-flexible-scheduling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes Memory Manager moves to beta](https://kubernetes.io/blog/2021/08/11/kubernetes-1-22-feature-memory-manager-moves-to-beta) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: kubernetes 1.21: CronJob Reaches GA](https://kubernetes.io/blog/2021/04/09/kubernetes-release-1.21-cronjob-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Introducing Suspended Jobs in Kubernetes 1.21](https://kubernetes.io/blog/2021/04/12/introducing-suspended-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [devclass.com: Kubernetes 1.21 unloads pod security, adds dual IPv4/IPv6 networking, and shuts down gracefully](https://www.devclass.com/containers/2021/04/09/kubernetes-121-unloads-pod-security-adds-dual-ipv4/ipv6-networking-and-shuts-down-gracefully/1623619) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes API and Feature Removals In 1.22: Here’s What You Need To Know](https://kubernetes.io/blog/2021/07/14/upcoming-changes-in-kubernetes-1-22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Kubernetes 1.21: Metrics Stability hits GA](https://kubernetes.io/blog/2021/04/23/kubernetes-release-1.21-metrics-stability-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [kubernetes.io: Graceful Node Shutdown Goes Beta](https://kubernetes.io/blog/2021/04/21/graceful-node-shutdown-beta) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.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)*
-  - **(2021)** [tecmint.com: 10 Practical Examples of Rsync Command in Linux](https://www.tecmint.com/rsync-local-remote-file-synchronization-commands) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [opensource.com: Check file status on Linux with the stat command](https://opensource.com/article/21/8/linux-stat-file-status) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [commandlinefu.com: Compare directories via diff](https://www.commandlinefu.com/commands/browse/commands/view/9116/compare-directories-via-diff) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [linuxshelltips.com: How to Use Netcat to Scan Open Ports in Linux 🌟](https://www.linuxshelltips.com/netcat-linux-port-scanning) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [opensource.com: 7 handy tricks for using the Linux wget command](https://opensource.com/article/21/10/linux-wget-command) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [Diferencias entre servidor proxy y servidor proxy inverso](https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [tecmint.com: 16 Useful Bandwidth Monitoring Tools to Analyze Network Usage in Linux](https://www.tecmint.com/linux-network-bandwidth-monitoring-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [iximiuz.com: Illustrated introduction to Linux iptables](https://iximiuz.com/en/posts/laymans-iptables-101) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [tecmint.com: What’s Difference Between Grep, Egrep and Fgrep in Linux?](https://www.tecmint.com/difference-between-grep-egrep-and-fgrep-in-linux) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [redhat.com: 5 Linux commands I'm going to start using](https://www.redhat.com/en/blog/5-linux-commands) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(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)** [developers.redhat.com: Build your own RPM package with a sample Go program to simplify installing, updating, or removing a piece of software](https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program) [COMMUNITY-TOOL] [GUIDE] [GO 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: Check Java processes on Linux with the jps command](https://opensource.com/article/21/10/check-java-jps) [COMMUNITY-TOOL] [GUIDE] [JAVA 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)** [opensource.com: Get memory use statistics with this Linux command-line tool](https://opensource.com/article/21/10/memory-stats-linux-smem) [COMMUNITY-TOOL] [GUIDE] [PYTHON 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)** [aelius.com: subnet sheet](https://www.aelius.com/njh/subnet_sheet.html) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2021)** [wizardzines.com: Request Headers](https://wizardzines.com/comics/request-headers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./networking.md)*
-  - **(2021)** [wizardzines.com: Response Headers](https://wizardzines.com/comics/response-headers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./networking.md)*
-  - **(2021)** [Improving HTTP with structured header fields 🌟](https://www.fastly.com/blog/improve-http-structured-headers) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2021)** [Multi-account AWS Trusted Advisor summaries now available in AWS Systems Manager Explorer](https://aws.amazon.com/blogs/mt/multi-account-aws-trusted-advisor-summaries-now-available-aws-systems-manager-explorer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2021)** [How to automate incident response to security events with AWS Systems Manager Incident Manager](https://aws.amazon.com/blogs/security/how-to-automate-incident-response-to-security-events-with-aws-systems-manager-incident-manager) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws.md)*
-  - **(2021)** [AWS Cloud Adoption Framework (CAF) 3.0 is Now Available](https://aws.amazon.com/blogs/aws/aws-cloud-adoption-framework-caf-3-0-is-now-available) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2021)** [infoq.com: Amazon Introduces re:Post, a "Stack Overflow" for AWS](https://www.infoq.com/news/2021/12/amazon-repost-questions-answers) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2021)** [returngis.net: Reduce el tamaΓ±o de tus imΓ‘genes con Dockerfiles multi-stage](https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [jpetazzo.github.io: Anti-Patterns When Building Container Images](https://jpetazzo.github.io/2021/11/30/docker-build-container-images-antipatterns) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [brianchristner.io: How to use Docker Security Scan Locally](https://brianchristner.io/how-to-use-docker-scan) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [freecodecamp.org: A Beginner-Friendly Introduction to Containers, VMs and Docker](https://www.freecodecamp.org/news/a-beginner-friendly-introduction-to-containers-vms-and-docker-79a9e3e119b) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why should developers care?](https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [infoq.com: Docker Hub and JFrog Partnership Removes Image Pull Limits for Artifactory Users](https://www.infoq.com/news/2021/01/docker-jfrog-partnership) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [tecmint.com: How to Install Docker on Rocky Linux and AlmaLinux](https://www.tecmint.com/install-docker-in-rocky-linux-and-almalinux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [viblo.asia: How to prevent out-of-disk space when using Docker?](https://viblo.asia/p/how-to-prevent-out-of-disk-space-when-using-docker-english-WR5JRDBrVGv) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [pythonspeed.com: The worst so-called β€œbest practice” for Docker](https://pythonspeed.com/articles/security-updates-in-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [blog.aquasec.com: How Do Containers Contain? Container Isolation Techniques](https://blog.aquasec.com/container-isolation-techniques) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [thenewstack.io: How to Run Docker in Rootless Mode](https://thenewstack.io/how-to-run-docker-in-rootless-mode) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [A Gentle Introduction to Using a Docker Container as a Dev Environment](https://css-tricks.com/a-gentle-introduction-to-using-a-docker-container-as-a-dev-environment) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [matt-rickard.com: An Overview of Docker Desktop Alternatives](https://mattrickard.com/docker-desktop-alternatives) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [returngis.net: Explorar grΓ‘ficamente el contenido de un volumen de Docker](https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: How to run docker on Windows without Docker Desktop](https://dev.to/_nicolas_louis_/how-to-run-docker-on-windows-without-docker-desktop-hik) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [infoworld.com: How Docker broke in half](https://www.infoworld.com/article/2269272/how-docker-broke-in-half.html) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [infoworld.com: Docker really did change the world](https://www.infoworld.com/article/2270814/docker-really-did-change-the-world.html) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores](https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: Docker 101!](https://dev.to/kubona_my/docker-101-124e) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: Beginner's guide to Docker and Docker CLI commands](https://dev.to/paru429/beginner-s-guide-to-docker-and-docker-cli-commands-1p75) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [zdnet.com: Docker changes its subscription plans, usage rules, and product line](https://www.zdnet.com/article/docker-changes-its-subscription-plans-usage-rules-and-product-line) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [servethehome.com: Docker Abruptly Starts Charging Many Users for Docker Desktop](https://www.servethehome.com/docker-abruptly-starts-charging-many-users-for-docker-desktop) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [thenewstack.io: The Time to Decide on Docker Desktop Has Arrived](https://thenewstack.io/the-time-to-decide-on-docker-desktop-has-arrived) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [freecodecamp.org: Why You Should Start Using Docker Right Now](https://www.freecodecamp.org/news/why-you-should-start-using-docker-now) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: Docker: Explained to a 5 year old. πŸ‘ΆπŸ»](https://dev.to/dhravya/docker-explained-to-a-5-year-old-2cbg) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: Docker 101: Introduction to Docker](https://dev.to/signoz/docker-101-introduction-to-docker-1kbm) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [hostinger.in: What Is Docker and How Does It Work? – Docker Explained](https://www.hostinger.com/in/tutorials/what-is-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: Docker CMD vs ENTRYPOINT: explaining the difference](https://dev.to/hood/docker-cmd-vs-entrypoint-explaining-the-difference-55g7) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [acloudguru.com: Docker COPY vs ADD: What’s the difference?](https://www.pluralsight.com/resources/blog/cloud/docker-copy-vs-add-whats-the-difference) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [blog.adoptium.net: Using Jlink in Dockerfiles instead of a JRE](https://adoptium.net/news/2021/08/using-jlink-in-dockerfiles) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: One does not "just containerize" an app](https://dev.to/tylerlwsmith/one-does-not-just-containerize-an-app-5eae) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [dev.to: How to create a production Docker image](https://dev.to/abdorah/how-to-create-production-docker-image-ready-for-deployment-4bbe) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [freecodecamp.org: Docker Cache – How to Do a Clean Image Rebuild and Clear Docker's Cache](https://www.freecodecamp.org/news/docker-cache-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [theskillpedia.com: Managing docker images - openshift tutorial](https://www.theskillpedia.com/managing-docker-images-openshift-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [opensource.com: What is a container image?](https://opensource.com/article/21/8/container-image) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [thenewstack.io: How to Share Data Between Docker Containers](https://thenewstack.io/containers/how-to-share-data-between-docker-containers) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [r-bloggers.com: Dockerizing Shiny Applications](https://www.r-bloggers.com/2021/05/dockerizing-shiny-applications) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [pythonspeed.com: Docker can slow down your code and distort your benchmarks](https://pythonspeed.com/articles/docker-performance-overhead) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [releasehub.com: Cutting Build Time In Half with Docker’s Buildx Kubernetes Driver](https://release.com/blog/cutting-build-time-in-half-docker-buildx-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [itnext.io: Software development in containers β€” a cookbook 🌟🌟🌟](https://itnext.io/software-development-in-containers-a-cookbook-2ba14d07e535) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [freecodecamp.org: Learn How to Deploy 12 Apps to AWS, Azure, & Google Cloud](https://www.freecodecamp.org/news/learn-how-to-deploy-12-apps-to-aws-azure-google-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [geshan.com.np: Postgres with Docker and Docker compose a step-by-step guide for beginners](https://geshan.com.np/blog/2021/12/docker-postgres) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [lambdatest.com: Top Automation Testing Trends To Look Out In 2021](https://www.testmuai.com/blog/best-test-automation-trends) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [launchdarkly.com: Release Testing Explained 🌟](https://launchdarkly.com/blog/get-a-detailed-explanation-of-release-testing-several) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [circleci.com: Unit testing vs integration testing 🌟](https://circleci.com/blog/unit-testing-vs-integration-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [devops.com: Best Practices for Application Performance Testing](https://devops.com/best-practices-for-application-performance-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [itnext.io: Software Development Is Misunderstood 🌟](https://itnext.io/software-development-is-misunderstood-quality-is-fastest-way-to-get-code-into-production-f1f5a0792c69) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [dev.to: Test-Driven-Development with Django: Unit Testing & Integration testing with Docker, Flask & Github Actions](https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [devops.com: Continuous Testing Practices (Part 1) 🌟](https://devops.com/continuous-testing-practices-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [collabnix.com: The Ultimate Docker Tutorial for Automation Testing](https://collabnix.com/the-ultimate-docker-tutorial-for-automation-testing) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [SystemTap](https://sourceware.org/systemtap) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [thenewstack.io: Google Introduces ClusterFuzzLite Security Tool for CI/CD](https://thenewstack.io/google-introduces-clusterfuzzlite-security-tool-for-ci-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [meetup.com: A single open-source security scanner for most languages on Jenkins](https://www.meetup.com/es-es/jenkins-online-meetup/events/276135789) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [A multi-step tutorial that covers the basics of working with Docker with Visual Studio Code and deploy on Azure](https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [serverless-stack.com: How to debug Lambda functions with Visual Studio Code](https://guide.sst.dev/examples/how-to-debug-lambda-functions-with-visual-studio-code.html) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [blog.golang.org: Gopls on by default in the VS Code Go extension](https://go.dev/blog/gopls-vscode-go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [freecodecamp.org: 10 VS Code Extensions to Increase Your Productivity](https://www.freecodecamp.org/news/10-vscode-extensions-to-increase-productivity) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.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: VSCode Extensions I'm in LOVE with | Tina Huynh](https://dev.to/tmchuynh/vscode-extensions-im-in-love-with-oab) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [dev.to: Superb VSCode extensions changing your coding life](https://dev.to/duckinm/superb-vscode-extensions-changing-your-coding-life-2cmb) [COMMUNITY-TOOL] 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)** [39digits.com: How to sign your commits to GitHub using Visual Studio Code' on Windows 10 and WSL2 🌟](https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [youtube: Source Control Tip 9: Dealing with Merge Conflicts in VS Code](https://www.youtube.com/watch?v=ybCxPHzRJfA&ab_channel=VisualStudioCode) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [austingil.com: VS Code Timeline Restores Lost Work That Git Can’t 🌟](https://austingil.com/vs-code-timeline-restores-work-git-cant) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [realpython.com: Advanced Visual Studio Code for Python Developers](https://realpython.com/advanced-visual-studio-code-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [dev.to: My Top 5 Visual Studio Code extensions for Azure Developers](https://dev.to/azure/my-top-5-visual-studio-code-extensions-for-azure-developers-1odo) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [GitFlow 4 Code](https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [JirAux (Jira integration)](https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [Python in Visual Studio Code – January 2021 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [Gitpod Open Sources a β€˜Holistic IDE’](https://thenewstack.io/gitpod-open-sources-a-holistic-ide) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [thenewstack.io: Are Cloud-Based IDEs the Future of Software Engineering?](https://thenewstack.io/are-cloud-based-ides-the-future-of-software-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github1s.com 🌟](https://github1s.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [vscode.dev 🌟](https://vscode.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [Jenkins Pipeline Linter Connector](https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [developers.redhat.com: Remote debugging on Kubernetes using VS Code](https://developers.redhat.com/articles/2021/12/13/remote-debugging-kubernetes-using-vs-code) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github.dev](https://github.dev/github/dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [futurecoder.io](https://futurecoder.io) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [opensource.com: Parse command-line arguments with argparse in Python](https://opensource.com/article/21/8/python-argparse) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [sureshdsk.dev: Check diff between two files in Python](https://sureshdsk.dev/check-diff-between-two-files-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [pythonsimplified.com: How to schedule Python scripts using schedule library](https://hewing.foliotek.me) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: The Python Handbook 🌟](https://www.freecodecamp.org/news/the-python-handbook) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [analyticsvidhya.com: Top Online Platforms to Learn Python](https://www.analyticsvidhya.com/blog/2021/04/top-online-platforms-to-learn-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [stackoverflow.blog: Getting started with… Python 🌟](https://stackoverflow.blog/2021/07/14/getting-started-with-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: Learn Python: Tutorials and updates from Red Hat experts](https://developers.redhat.com/topics/python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [makeuseof.com: 7 Vital Commands to Get Started With Python for Beginners](https://www.makeuseof.com/python-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python List Methods – append( ) vs extend( ) in Python Explained with Code Examples](https://www.freecodecamp.org/news/python-list-methods-append-vs-extend) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Dictionary Comprehension in Python – Explained with Examples 🌟](https://www.freecodecamp.org/news/dictionary-comprehension-in-python-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [treyhunner.com: How to flatten a list in Python](https://treyhunner.com/2021/11/how-to-flatten-a-list-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python Sets – Explained with Examples](https://www.freecodecamp.org/news/python-set-operations-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python Map Function – How to Map a List in Python 3.0, With Example Code](https://www.freecodecamp.org/news/python-map-function-how-to-map-a-list-in-python-3-0-with-example-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: How Not to Use Python Lists](https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: All The Important Features and Changes in Python 3.10](https://towardsdatascience.com/all-the-important-features-and-changes-in-python-3-10-e3d1fe542fbf) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [zdnet.com: Programming languages: Python just took a big jump forward](https://www.zdnet.com/article/programming-languages-python-just-took-a-big-jump-forward) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [analyticsindiamag.com: Object-Oriented Programming with Python](https://analyticsindiamag.com/object-oriented-programming-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.teclado.com: Python Methods: Instance, Static and Class](https://blog.teclado.com/python-methods-instance-static-class) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [infoworld.com: How to use the Python for loop](https://www.infoworld.com/article/2267127/how-to-use-the-python-for-loop.html) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [geeksforgeeks.org: Top 10 Advance Python Concepts That You Must Know](https://www.geeksforgeeks.org/blogs/top-10-advance-python-concepts-that-you-must-know) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Python String split() and join() Methods – Explained with Examples](https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [genbeta.com: Python se convierte en el lenguaje de programaciΓ³n mΓ‘s popular segΓΊn el Γ­ndice TIOBE: adiΓ³s al largo reinado de C](https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [oxylabs.io: Python Web Scraping Tutorial: Step-By-Step](https://oxylabs.io/blog/python-web-scraping) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Python Microservices With gRPC 🌟](https://realpython.com/python-microservices-grpc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [theglitchblog.com: Logging in Python Using Best Practices](https://theglitchblogcom.wordpress.com/2021/06/17/logging-in-python-using-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [kdnuggets.com: How To Build A Database Using Python](https://www.kdnuggets.com/2021/09/build-database-using-python.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [doppler.com: Using Environment Variables in Python for App Configuration 🌟](https://www.doppler.com/blog/environment-variables-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: How I Manage Credentials in Python Using AWS Secrets Manager](https://dashbird.io/blog/aws-secrets-manager-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [trstringer.com: Debug a Python Application Running in Kubernetes 🌟](https://trstringer.com/debug-python-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [returngis.net: Gestionar recursos de Kubernetes con Python](https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: micropipenv: Installing Python dependencies in containerized applications 🌟](https://developers.redhat.com/articles/2021/05/19/micropipenv-installing-python-dependencies-containerized-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: 7 Must-Know Data Wrangling Operations with Python Pandas](https://towardsdatascience.com/7-must-know-data-wrangling-operations-with-python-pandas-849438a90d15) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: There is more to β€˜pandas.read_csv()’ than meets the eye](https://towardsdatascience.com/there-is-more-to-pandas-read-csv-than-meets-the-eye-8654cb2b3a03) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Work with SQL in Python Using SQLAlchemy and Pandas](https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Memoizing DataFrame Functions](https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.adnansiddiqi.me: Getting started with Elasticsearch 7 in Python 🌟](https://blog.adnansiddiqi.me/getting-started-with-elasticsearch-7-in-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [analyticsvidhya.com: Implementing ETL Process Using Python to Learn Data Engineering](https://www.analyticsvidhya.com/blog/2021/06/implementing-python-to-learn-data-engineering-etl-process) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Else-If in Python – Python If Statement Example Syntax](https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Evaluate Expressions Dynamically With Python eval() (Overview)](https://realpython.com/videos/python-eval-overview) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Splitting, Concatenating, and Joining Strings in Python Quiz](https://realpython.com/quizzes/python-split-strings) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Creating a blockchain in 60 lines of Python](https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: Generating pseudorandom numbers in Python](https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: You Don’t Need Sample Data, You Need Python Faker](https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Functional Programming in Python](https://realpython.com/courses/functional-programming-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [digitalocean.com: Building a REST API With Django REST Framework](https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-django-rest-framework) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [The Flask Mega-Tutorial: Now with Python 3 Support](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Getting Started with Flask and Docker](https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.adnansiddiqi.me: Create your first REST API in FastAPI 🌟](https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [opensource.com: Make your API better with this positional trick from Python 3.8](https://opensource.com/article/21/5/python-38-features) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [redhat.com: Packaging applications to install on other machines with Python](https://www.redhat.com/en/blog/packaging-applications-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: requirements.txt vs setup.py in Python](https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [thenewstack.io: Guido van Rossum’s Ambitious Plans for Improving Python Performance](https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-performance) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: How to SSH into a Docker Container – Secure Shell vs Docker Attach](https://www.freecodecamp.org/news/how-to-ssh-into-a-docker-container-secure-shell-vs-docker-attach) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Fall in Love with Your Environment Setup](https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf047ba) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Learn Algorithms and Data Structures in Python 🌟🌟](https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: Thoth prescriptions for resolving Python dependencies](https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving-python-dependencies) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [mherman.org: Scaling Flask with Kubernetes 🌟](https://mherman.org/presentations/flask-kubernetes) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with Other Micro-services](https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [Single Message Transformations - The Swiss Army Knife of Kafka Connect](https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes](https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka](https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [davidxiang.com: Kafka As A Database? Yes Or No](https://davidxiang.com/2021/01/10/kafka-as-a-database) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [Confluent.io: Intro to Apache Kafka: How Kafka Works 🌟](https://developer.confluent.io/what-is-apache-kafka) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: Simplifying Apache Kafka Multi-Cluster Management Using Control Center and Cluster Registry](https://www.confluent.io/blog/simplify-multiple-kafka-cluster-management-monitoring-using-confluent) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [thenewstack.io: The Rise of the Event Streaming Database 🌟](https://thenewstack.io/the-rise-of-the-event-streaming-database) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [openshift.com: How to Orchestrate Data Pipelines with Applications Deployed on OpenShift](https://www.redhat.com/en/blog/how-to-orchestrate-data-pipelines-with-applications-deployed-on-openshift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Improve your Kafka Connect builds of Debezium.](https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [vladmihalcea.com: A beginner’s guide to CDC (Change Data Capture)](https://vladmihalcea.com/a-beginners-guide-to-cdc-change-data-capture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [debezium.io: Using Debezium to Create a Data Lake with Apache Iceberg](https://debezium.io/blog/2021/10/20/using-debezium-create-data-lake-with-apache-iceberg) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.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)** [thenewstack.io: The Rise of Event-Driven Architecture](https://thenewstack.io/the-rise-of-event-driven-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [redhat.com: Event-driven architecture: Understanding the essential benefits 🌟](https://www.redhat.com/en/blog/event-driven-architecture-essentials) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Distributed transaction patterns for microservices compared](https://developers.redhat.com/articles/2021/09/21/distributed-transaction-patterns-microservices-compared) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [codeopinion.com: Event Sourcing vs Event Driven Architecture](https://codeopinion.com/event-sourcing-vs-event-driven-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [particular.net: RPC vs. Messaging – which is faster?](https://particular.net/blog/rpc-vs-messaging-which-is-faster) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Implementing Apache ActiveMQ-style broker meshes with Apache Artemis](https://developers.redhat.com/articles/2021/06/30/implementing-apache-activemq-style-broker-meshes-apache-artemis) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [blog.rabbitmq.com: First Application With RabbitMQ Streams](https://www.rabbitmq.com/blog/2021/07/19/rabbitmq-streams-first-application) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose](https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Integrating systems with Apache Camel and Quarkus on Red Hat OpenShift](https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [github.com/osa-ora/camel-k-samples](https://github.com/osa-ora/camel-k-samples) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [thenewstack.io: Camel K Brings Apache Camel to Kubernetes for Event-Driven Architectures](https://thenewstack.io/camel-k-brings-apache-camel-to-kubernetes-for-event-driven-architectures) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Design event-driven integrations with Kamelets and Camel K](https://developers.redhat.com/blog/2021/04/02/design-event-driven-integrations-with-kamelets-and-camel-k) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [redhat.com: Using a schema registry to ensure data consistency between microservices](https://www.redhat.com/en/blog/schema-registry) [COMMUNITY-TOOL] [GUIDE] 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)** [daily.dev: Building a fault-tolerant event-driven architecture with Google Cloud, Pulumi and Debezium](https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [mrpaulandrew.com: BUILDING A DATA MESH ARCHITECTURE IN AZURE – PART 2](https://mrpaulandrew.com/2021/12/22/building-a-data-mesh-architecture-in-azure-part-2) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.fr: Infrastructure Modernization with Google Anthos and Apache Kafka](https://www.confluent.io/fr-fr/blog/modernize-apps-and-infrastructure-with-anthos-confluent-kafka) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kai-waehner.de: Apache Kafka and MQTT (Part 1 of 5) – Overview and Comparison](https://www.kai-waehner.de/blog/2021/03/15/apache-kafka-mqtt-sparkplug-iot-blog-series-part-1-of-5-overview-comparison) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: DevOps for Apache Kafka with Kubernetes and GitOps 🌟](https://www.confluent.io/blog/devops-for-apache-kafka-with-kubernetes-and-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kafka-tutorials.confluent.io: How to count messages in a Kafka topic](https://developer.confluent.io/confluent-tutorials/count-messages/ksql) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: Apache Kafka Made Simple: A First Glimpse of a Kafka Without ZooKeeper](https://www.confluent.io/blog/latest-apache-kafka-release) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [blog.cloudera.com: Scalability of Kafka Messaging using Consumer Groups](https://www.cloudera.com/blog.html) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [thenewstack.io: Beyond the Quickstart: Running Apache Kafka as a Service on Kubernetes](https://thenewstack.io/beyond-the-quickstart-running-apache-kafka-as-a-service-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [phoenixnap.com: How to Set Up and Run Kafka on Kubernetes 🌟](https://phoenixnap.com/kb/kafka-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [itnext.io: Sending Messages to Kafka in Kubernetes](https://itnext.io/sending-messages-to-kafka-cfb5a246f5eb) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: Running Kafka on kubernetes for local development](https://dev.to/thegroo/running-kafka-on-kubernetes-for-local-development-2a54) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Event-driven APIs and schema governance for Apache Kafka: Get ready for Kafka Summit Europe 2021](https://developers.redhat.com/blog/2021/05/04/event-driven-apis-and-schema-governance-for-apache-kafka-get-ready-for-kafka-summit-europe-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Managing the API life cycle in an event-driven architecture: A practical approach 🌟](https://developers.redhat.com/articles/2021/07/07/managing-api-life-cycle-event-driven-architecture-practical-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: How to secure Apache Kafka schemas with Red Hat Integration Service Registry 2.0](https://developers.redhat.com/articles/2021/07/16/how-secure-apache-kafka-schemas-red-hat-integration-service-registry-20) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Building resilient event-driven architectures with Apache Kafka](https://developers.redhat.com/blog/2021/05/05/building-resilient-event-driven-architectures-with-apache-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [redhat.com: How we use Apache Kafka to improve event-driven architecture performance](https://www.redhat.com/en/blog/apache-kafka-EDA-performance) [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)** [strimzi.io: Kafka upgrade improvements](https://strimzi.io/blog/2021/07/05/upgrade-improvements) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: Making Apache Kafka Serverless: Lessons From Confluent Cloud](https://www.confluent.io/blog/designing-an-elastic-apache-kafka-for-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developer.confluent.io 🌟🌟](https://developer.confluent.io) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [towardsdatascience.com: Overview of UI Tools for Monitoring and Management of Apache Kafka Clusters](https://towardsdatascience.com/overview-of-ui-tools-for-monitoring-and-management-of-apache-kafka-clusters-8c383f897e80) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [datadoghq.com: Monitoring Kafka performance metrics](https://www.datadoghq.com/blog/monitoring-kafka-performance-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [itnext.io: Securely Decoupling Kubernetes-based Applications on Amazon EKS using Kafka with SASL/SCRAM](https://itnext.io/securely-decoupling-applications-on-amazon-eks-using-kafka-with-sasl-scram-48c340e1ffe9) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: Learn how to use Kafkacat – the most versatile Kafka CLI client 🌟](https://dev.to/de_maric/learn-how-to-use-kafkacat-the-most-versatile-kafka-cli-client-1kb4) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [youtube playlist: Kafka Connect Tutorials | Kafka Connect 101: REST API 🌟](https://www.youtube.com/watch?v=9wu-j9gIlBY&list=PLa7VYi0yPIH1MB2n2w8pMZguffCDu2L4Y&index=8&ab_channel=Confluent) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [gentlydownthe.stream](https://www.gentlydownthe.stream) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: The outbox pattern with Apache Kafka and Debezium 🌟](https://developers.redhat.com/articles/2021/09/01/outbox-pattern-apache-kafka-and-debezium) [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)*
-  - **(2021)** [piotrminkowski.com: Knative Eventing with Kafka and Quarkus](https://piotrminkowski.com/2021/03/31/knative-eventing-with-kafka-and-quarkus) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [piotrminkowski.com: Knative Eventing with Quarkus, Kafka and Camel](https://piotrminkowski.com/2021/06/14/knative-eventing-with-quarkus-kafka-and-camel) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [itnext.io: Configuring Kafka Sources and Sinks declaratively in Kubernetes using Knative](https://itnext.io/configuring-kafka-sources-and-sinks-in-kubernetes-271e3757b208) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [blog.hubspot.com: The 22 Best iPaaS Vendors for Any Budget](https://blog.hubspot.com/marketing/ipaas-vendors) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [rudderstack.com iPaaS](https://www.rudderstack.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dafriedman97.github.io: Machine Learning from Scratch](https://dafriedman97.github.io/mlbook/content/introduction.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From DevOps to MLOPS: Integrate Machine Learning Models using Jenkins and Docker](https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-models-using-jenkins-and-docker-79034dbedf1) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [thenewstack.io: How Database Load Balancing Completes the 3-Tiered Architecture 🌟](https://thenewstack.io/database-load-balancing-and-the-delusion-of-3-tiered-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [hackernoon.com: Database Vs Data Warehouse Vs Data Lake: A Simple Explanation](https://hackernoon.com/database-vs-data-warehouse-vs-data-lake-a-simple-explanation-hz2k33rm) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: Default Database Primary, Foreign, and Unique Key Indexing](https://vladmihalcea.com/default-database-key-indexing) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [towardsdatascience.com: SQL vs. NoSQL: How to Select from 12 Database Types 🌟🌟](https://towardsdatascience.com/datastore-choices-sql-vs-nosql-database-ebec24d56106) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [red-gate.com: Designing Highly Scalable Database Architectures](https://www.red-gate.com/simple-talk/databases/sql-server/performance-sql-server/designing-highly-scalable-database-architectures) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [thenewstack.io: Database-as-a-Service: A Key Technology for Agile Growth](https://thenewstack.io/database-as-a-service-a-key-technology-for-agile-growth) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: Single-Primary Database Replication](https://vladmihalcea.com/single-primary-database-replication) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [sqlshack.com: SQL Database on Kubernetes: Considerations and Best Practices 🌟](https://www.sqlshack.com/sql-database-on-kubernetes-considerations-and-best-practices) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [thenewstack.io: Databases β€” Finally β€” Get Containerized](https://thenewstack.io/databases-finally-get-containerized) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [itnext.io: How to Run Databases in Kubernetes](https://itnext.io/stateful-workloads-in-kubernetes-e49b56a5959) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [percona.com: DBaaS on Kubernetes: Under the Hood 🌟](https://www.percona.com/blog/dbaas-on-kubernetes-under-the-hood) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [cloud.redhat.com: Simplifying Database Cloud Service Access](https://www.redhat.com/en/blog/simplifying-database-cloud-service-access) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [cloud.redhat.com: OpenShift Commons Briefing: Database Disaster Recovery Made Easy with Annette Clewett (Red Hat) and Andrew L'Ecuyer (Crunchy Data)](https://www.redhat.com/en/blog/openshift-commons-briefing-database-disaster-recovery-made-easy-with-annette-clewett-red-hat-and-andrew-lecuyer-crunchy-data) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [thenewstack.io: Kubernetes Will Revolutionize Enterprise Database Management](https://thenewstack.io/kubernetes-will-revolutionize-enterprise-database-management) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [informationweek.com: Can Enterprises Benefit From Adopting Database DevOps?](https://www.informationweek.com/software-services/can-enterprises-benefit-from-adopting-database-devops-) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: SQL EXISTS and NOT EXISTS](https://vladmihalcea.com/sql-exists) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [towardsdatascience.com: How to Use SQL Cross Joins](https://towardsdatascience.com/how-to-use-sql-cross-joins-5653fe7d353) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: SQL LEFT JOIN – A Beginner’s Guide](https://vladmihalcea.com/sql-left-join) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vladmihalcea.com: SQL JOIN USING – A Beginner’s Guide](https://vladmihalcea.com/sql-join-using) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [freecodecamp.org: SQL Joins Tutorial: Cross Join, Full Outer Join, Inner Join, Left Join, and Right Join](https://www.freecodecamp.org/news/sql-joins-tutorial) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [vettabase.com: How slow is SELECT * ?](https://vettabase.com/how-slow-is-select) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [gcreddy.com: SQL Step by Step Videos](https://www.gcreddy.com/2021/05/sql-step-by-step-videos.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)*
-  - **(2021)** [vladmihalcea.com: MySQL JSON_TABLE – Map a JSON object to a relational database table](https://vladmihalcea.com/mysql-json-table) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [percona.com: MySQL 101: Parameters to Tune for MySQL Performance](https://www.percona.com/blog/mysql-101-parameters-to-tune-for-mysql-performance) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [opensource.com](https://opensource.com/article/21/5/mysql-query-tuning) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [theregister.com: MySQL a 'pretty poor database' says departing Oracle engineer](https://www.theregister.com/software/2021/12/06/mysql-a-pretty-poor-database-says-ex-oracle-engineer/539827) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [tusacentral.com: MySQL on Kubernetes demystified](https://www.tusacentral.com/joomla/index.php/mysql-blogs/243-mysql-on-kubernetes-demystified) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.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)** [cloudbees.com: Introductory Handbook for Database Continuous Integration](https://www.cloudbees.com/blog/beginners-guide-to-continuous-integration-and-deployment) [COMMUNITY-TOOL] [GUIDE] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [dev.to: REST Data Service on YugabyteDB / PostgreSQL](https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [khalidabuhakmeh.com: Running SQL Server Queries In Docker](https://khalidabuhakmeh.com/running-sql-server-queries-in-docker) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [9 High-Performance Tips when using PostgreSQL with JPA and Hibernate](https://vladmihalcea.com/9-postgresql-high-performance-performance-tips) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.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)** [towardsdatascience.com: Practical Introduction to PostgreSQL](https://towardsdatascience.com/practical-introduction-to-postgresql-5f73d3d394e) [COMMUNITY-TOOL] [GUIDE] [SQL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [percona.com: An Overview of Sharding in PostgreSQL and How it Relates to MongoDB’s](https://www.percona.com/blog/an-overview-of-sharding-in-postgresql-and-how-it-relates-to-mongodbs) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(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: How to Adjust Linux Out-Of-Memory Killer Settings for PostgreSQL](https://www.percona.com/blog/out-of-memory-killer-or-savior) [COMMUNITY-TOOL] [SHELL 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)** [percona.com: PostgreSQL 14 Database Monitoring and Logging Enhancements](https://www.percona.com/blog/postgresql-14-database-monitoring-and-logging-enhancements) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [wanago.io: Creating views with PostgreSQL](https://wanago.io/2021/12/06/views-postgresql-typeorm) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [blog.crunchydata.com: A Postgres Primer for Oracle DBAs](https://www.crunchydata.com/blog/a-postgres-primer-for-oracle-dbas) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [percona.com: Migrating PostgreSQL to Kubernetes](https://www.percona.com/blog/migrating-postgresql-to-kubernetes) [COMMUNITY-TOOL] 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)** [adamtheautomator.com: How to Deploy Postgres to Kubernetes 🌟](https://adamtheautomator.com/postgres-to-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [percona.com: Migration of a MySQL Database to a Kubernetes Cluster Using Asynchronous Replication](https://www.percona.com/blog/migration-of-a-mysql-database-to-a-kubernetes-cluster-using-asynchronous-replication) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [freecodecamp.org: How to Get Started with PysonDB](https://www.freecodecamp.org/news/how-to-get-started-with-pysondb) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [dev.to: Apache Druid: overview, running in Kubernetes and monitoring with Prometheus](https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [opensource.com: Make your data boss-friendly with EDA - Enterprise Data Analytics](https://opensource.com/article/21/4/visualize-data-eda) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [thenewstack.io: Kubernetes-Run Analytics at the Edge: Postgres, Kafka, Debezium](https://thenewstack.io/kubernetes-run-analytics-at-the-edge-postgres-kafka-debezium) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [unifieddatascience.com: Data lake design patterns on Azure (Microsoft) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-azure-microsoft-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [unifieddatascience.com: Data lake design patterns on AWS (Amazon) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-aws-amazon-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [unifieddatascience.com: Data lake design patterns on google (GCP) cloud](https://www.unifieddatascience.com/data-lake-design-patterns-on-google-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [towardsdatascience.com: At Its Core: How Is a Graph Database Different from a Relational One?](https://towardsdatascience.com/at-its-core-hows-a-graph-database-different-from-a-relational-8297ca99cb8f) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [kamilgrzybek.com: Modular Monolith: A Primer 🌟](https://www.kamilgrzybek.com/blog/posts/modular-monolith-primer) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [architectelevator.com: Multi Cloud Architecture: Decisions and Options](https://architectelevator.com/cloud/hybrid-multi-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [softwebsolutions.com: Why enterprises need to adopt a multi-cloud strategy](https://www.softwebsolutions.com/resources/multi-cloud-adoption-strategy) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [forbes.com: 3 Approaches To A Better Cloud Migration](https://www.forbes.com/sites/googlecloud/2021/10/27/3-approaches-to-a-better-cloud-migration) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [blog.pragmaticengineer.com: Migrations Done Well: Typical Migration Approaches](https://blog.pragmaticengineer.com/typical-migration-approaches) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [opensource.com: An open source developer's guide to 12-Factor App methodology](https://opensource.com/article/21/11/open-source-12-factor-app-methodology) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [cloudscaling.com: The History of Pets vs Cattle and How to Use the Analogy Properly](https://cloudscaling.com/blog/cloud-computing/the-history-of-pets-vs-cattle) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [redhat.com: Why you should be using architecture decision records to document your project](https://www.redhat.com/en/blog/architecture-decision-records) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [devops.com: Infrastructure Abstraction Will Be Key to Managing Multi-Cloud](https://devops.com/infrastructure-abstraction-will-be-key-to-managing-multi-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [thenewstack.io: What Is Cloud Automation and How Does It Benefit IT Teams? 🌟](https://thenewstack.io/what-is-cloud-automation-and-how-does-it-benefit-it-teams) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [itnext.io: 4 Design Patterns for Containers in Kubernetes | Daniele Polencic 🌟](https://itnext.io/4-container-design-patterns-for-kubernetes-a8593028b4cd) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [phoenixnap.com: Kubernetes vs OpenShift: Key Differences Compared 🌟](https://phoenixnap.com/blog/openshift-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [simplilearn.com: Understanding The Difference Between Kubernetes Vs. Openshift](https://www.simplilearn.com/kubernetes-vs-openshift-article) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [zdnet.com: Why microservices need event-driven architecture](https://www.zdnet.com/article/when-microservices-need-event-driven-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [dotnetcurry.com: Microservices Architecture Pattern 🌟](https://www.dotnetcurry.com/microsoft-azure/microservices-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [geeksarray.com: Microservice Architecture Pattern for Architects 🌟](https://geeksarray.com/blog/microservice-architecture-pattern-for-architects) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [javarevisited.blogspot.com: Top 10 Microservices Design Patterns and Principles - Examples](https://javarevisited.blogspot.com/2021/09/microservices-design-patterns-principles.html) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [developers.redhat.com: Application modernization patterns with Apache Kafka, Debezium, and Kubernetes](https://developers.redhat.com/articles/2021/06/14/application-modernization-patterns-apache-kafka-debezium-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [blog.getambassador.io: Microservice Orchestration Best Practices](https://blog.getambassador.io/microservice-orchestration-best-practices-f32314dd6a12) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [blog.bitsrc.io: Implementing a Microservices Application with CQRS (Command Query Responsibiltiy Segregation)](https://blog.bitsrc.io/implementing-microservices-with-cqrs-2cecb0b09c66) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [world.hey.com: Disasters I've seen in a microservices world 🌟🌟](https://world.hey.com/joaoqalves/disasters-i-ve-seen-in-a-microservices-world-a9137a51) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [blog.appsignal.com: Microservices Monitoring: Using Namespaces for Data Structuring 🌟](https://blog.appsignal.com/2021/01/06/microservices-monitoring-using-namespaces-for-data-structuring.html) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [semaphoreci.com: Microfrontends: Microservices for the Frontend](https://semaphore.io/blog/microfrontends) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [aws.amazon.com: Server-side rendering micro-frontends – UI composer and service discovery](https://aws.amazon.com/blogs/compute/server-side-rendering-micro-frontends-ui-composer-and-service-discovery) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.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)** [thenewstack.io: What’s the Difference Between Kubernetes and OpenShift?](https://thenewstack.io/kubernetes/whats-the-difference-between-kubernetes-and-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [forbes.com: 13 Signs You’re Selling Yourself Short In Your Career](https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [Full Stack Developer's Roadmap 🌟](https://dev.to/ender_minyard/full-stack-developer-s-roadmap-2k12) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [sloboda-studio.com: Python Tools for Machine Learning](https://sloboda-studio.com/blog/python-tools-for-machine-learning) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [spectrum.ieee.org: How Software Is Eating the Car](https://spectrum.ieee.org/software-eating-car) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [opensource.com: A beginner's guide to load balancing](https://opensource.com/article/21/4/load-balancing) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - **(2021)** [freecodecamp.org: The NGINX Handbook 🌟](https://www.freecodecamp.org/news/the-nginx-handbook) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - **(2021)** [nginx-playground.wizardzines.com 🌟](https://nginx-playground.wizardzines.com) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - **(2021)** [fedoramagazine.org: Varnish: Your site faster and more stable](https://fedoramagazine.org/varnish-site-faster-stable) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.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)** [dev.to: JavaScript Objects](https://dev.to/shreyazz/javascript-objects-57ob) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: JavaScript Arrays and its Methods](https://dev.to/insha/javascript-array-and-its-methods-432k) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: Username Validator](https://dev.to/lizardkinglk/username-validator-1n8g) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [freecodecamp.org: Web Storage API – How to Store Data on the Browser](https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!](https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [thenewstack.io: Grafana 7.5: Controversial Pie Charts and Loki Alerts](https://thenewstack.io/grafana-7-5-controversial-pie-charts-and-loki-alerts) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [zdnet.com: Grafana 8.0 integrates with Prometheus alerting](https://www.zdnet.com/article/grafana-8-0-integrates-with-prometheus-alerting) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [thenewstack.io: Grafana 8.0 Rethinks Alerts and Visualizations](https://thenewstack.io/grafana-8-0-rethinks-alerts-and-visualizations) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [youtube.com: Grafana Loki Promtail | Grafana Loki Setup And Configuration On CentOs](https://www.youtube.com/watch?v=iqpLXUdJ0Ro&ab_channel=Thetips4you) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [itnext.io: Monitoring Kubernetes workloads with Prometheus and Thanos](https://itnext.io/monitoring-kubernetes-workloads-with-prometheus-and-thanos-4ddb394b32c) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [openshift.com: Metrics-Driven Pod Constraints](https://www.redhat.com/en/blog/metrics-driven-pod-constraints) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Introducing the new and improved New Relic plugin for Grafana](https://grafana.com/blog/introducing-the-new-and-improved-new-relic-plugin-for-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [Popular community plugins that can improve your Grafana dashboards 🌟](https://grafana.com/blog/popular-community-plugins-that-can-improve-your-grafana-dashboards) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: What's new in Grafana Cloud for July 2021: Traces, live streaming, Kubernetes and Docker integrations, and more](https://grafana.com/blog/whats-new-in-grafana-cloud-for-july-2021-traces-live-streaming-kubernetes-and-docker-integrations-and-more) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Introducing the AWS CloudWatch integration, Grafana Cloud's first fully managed integration](https://grafana.com/blog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Grafana dashboards: A complete guide to all the different types you can build](https://grafana.com/blog/grafana-dashboards-a-complete-guide-to-all-the-different-types-you-can-build) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Grafana 8.1 released: New Geomap and Annotations panels, updated plugin management, and more](https://grafana.com/oss/grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(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€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: A beginner's guide to network monitoring with Grafana and Prometheus](https://grafana.com/blog/a-beginners-guide-to-network-monitoring-with-grafana-and-prometheus) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: An advanced guide to network monitoring with Grafana and Prometheus](https://grafana.com/blog/an-advanced-guide-to-network-monitoring-with-grafana-and-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: A 3-step guide to troubleshooting and visualizing Kubernetes with Grafana Cloud](https://grafana.com/blog/a-3-step-guide-to-troubleshooting-and-visualizing-kubernetes-with-grafana-cloud) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Video: How to build a Prometheus query in Grafana](https://grafana.com/blog/video-how-to-build-a-prometheus-query-in-grafana) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Why companies choose Grafana Cloud over self-managed OSS stacks](https://grafana.com/blog/why-companies-choose-grafana-cloud-over-self-hosted-oss-stacks) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [thenewstack.io: Grafana Is Not Worried About AWS Commercialization](https://thenewstack.io/grafana-is-not-worried-about-aws-commercialization) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [grafana.com: Grafana Labs and Microsoft partner to deliver new first party Microsoft Azure service](https://grafana.com/press/2021/11/10/grafana-labs-and-microsoft-partner-to-deliver-new-first-party-microsoft-azure-service) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [Grafana Dashboards](https://grafana.com/grafana/dashboards) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [CISCO DNA Center with Grafana Dashboard](https://hawar.no/2021/05/cisco-dna-center-with-grafana-dashboard) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [prskavec.net: Grafana dashboards and Jsonnet](https://www.prskavec.net/post/grafana-jsonnet) [COMMUNITY-TOOL] [JSONNET CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [thenewstack.io: Grafana 8.2 Wants to β€˜Democratize’ Cloud Native Metrics](https://thenewstack.io/grafana-wants-to-democratize-cloud-native-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2021)** [sysdig.com: How to monitor an Oracle database with Prometheus. The OracleDB Prometheus exporter](https://www.sysdig.com/blog/monitor-oracle-database-prometheus) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [sysdig.com: How to monitor Redis with Prometheus](https://www.sysdig.com/blog/redis-prometheus) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [dev.to: How to monitor nginx in Kubernetes with Prometheus](https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in Half](https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [source.coveo.com: Prometheus at scale](https://source.coveo.com/2021/11/11/prometheus-at-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [infracloud.io: Prometheus Definitive Guide Part I - Metrics and Use Cases](https://www.infracloud.io/blogs/prometheus-architecture-metrics-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [prometheus.io: Introducing Prometheus Agent Mode, an Efficient and Cloud-Native Way for Metric Forwarding](https://prometheus.io/blog/2021/11/16/agent) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: CNCF Prometheus Agent Could Be a β€˜Game Changer’ for Edge](https://thenewstack.io/cncf-prometheus-agent-could-be-a-game-changer-for-edge) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana](https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02) [COMMUNITY-TOOL] [SCALA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [itnext.io: Hardening Monitoring: a step-by-step guide](https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [itnext.io: SLOs should be easy, say hi to Sloth 🌟](https://itnext.io/slos-should-be-easy-say-hi-to-sloth-9c8a225df0d4) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [github.com/ruanbekker: Thanos Cluster Setup](https://github.com/ruanbekker/thanos-cluster-setup) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates](https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [influxdata.com: Running InfluxDB 2.0 and Telegraf Using Docker](https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [aws.amazon.com: Building a Prometheus remote write exporter for the OpenTelemetry Go SDK](https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: Lightstep’s OpenTelemetry Launchers Simplify Integration to Line of Code](https://thenewstack.io/lightsteps-opentelemetry-launchers-simplify-integration-to-line-of-code) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [OpenTelemetry Launchers 🌟](https://github.com/search?q=org%3Alightstep+launcher) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [sysadminxpert.com: How to Monitor Linux System with Grafana and Telegraf](https://sysadminxpert.com/monitor-linux-system-with-grafana-and-telegraf) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [devclass.com: Safety…first? Prometheus 2.24 finally features TLS on HTTP serving endpoints](https://www.devclass.com/containers/2021/01/07/safetyfirst-prometheus-224-finally-features-tls-on-http-serving-endpoints/1626636) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [promlens.com 🌟](https://promlens.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [opensource.com: Run Prometheus at home in a container](https://opensource.com/article/21/7/run-prometheus-home-container) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [youtube: execution test Selenium + Grafana + Jenkins](https://www.youtube.com/watch?v=vDj5IsWjU0A) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton 🌟](https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [opensource.com: Dynamic scheduling of Tekton workloads using Triggers](https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [Layering domains and microservices using API Gateways](https://kislayverma.com/software-architecture/layering-domains-and-microservices-using-api-gateways) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [developers.redhat.com: Simplify load balancing for API gateways using Red Hat 3scale API Management](https://developers.redhat.com/articles/2021/08/11/simplify-load-balancing-api-gateways-using-red-hat-3scale-api-management) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [API Management vs API Gateway and where does API Analytics and Monitoring fit?](https://dev.to/moesif/api-management-vs-api-gateway-and-where-does-api-analytics-and-monitoring-fit-4g75) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [developers.redhat.com: Enhance application security by rotating 3scale access tokens](https://developers.redhat.com/blog/2021/04/29/enhance-application-security-by-rotating-3scale-access-tokens) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [developers.redhat.com: How to expose a WebSocket endpoint using Red Hat 3scale API Management](https://developers.redhat.com/articles/2021/07/01/how-expose-websocket-endpoint-using-red-hat-3scale-api-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [siliconrepublic.com: 10 dev tools recommended by start-up founders](https://www.siliconrepublic.com/advice/dev-tools-recommended-by-irish-start-up-founders) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2021)** [thenewstack.io: Avoid the 5 Most Common Amazon Web Services Misconfigurations in Build-Time](https://thenewstack.io/avoid-the-5-most-common-amazon-web-services-misconfigurations-in-build-time) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2021)** [AWS Architecture Blog: Use templated answers to perform Well-Architected reviews at scale](https://aws.amazon.com/blogs/architecture/use-templated-answers-to-perform-well-architected-reviews-at-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2021)** [Clean Architecture on Frontend](https://bespoyasov.me/blog/clean-architecture-on-frontend) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2021)** [dev.to: Continuous Integration and Deployment on AWS - and a wishlist for CI/CD Tools on AWS](https://dev.to/aws-builders/continuous-integration-and-deployment-on-aws-and-a-wishlist-for-cicd-tools-on-aws-5a13) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2021)** [techcrunch.com: Vantage makes managing AWS easier](https://techcrunch.com/2021/01/12/vantage-makes-managing-aws-easier) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2021)** [thenewstack.io: This Week in Programming: Can You Feel the Burn?](https://thenewstack.io/this-week-in-programming-can-you-feel-the-burn) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [linkedin.com: Look Before You Leap!](https://www.linkedin.com/pulse/look-before-you-leap-sarah-robb-o-hagan) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [blog.pragmaticengineer.com: The Most Heated Tech Job Market in History: Advice for Software Engineers](https://blog.pragmaticengineer.com/advice-for-tech-workers-to-navigate-a-heated-job-market) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [elespanol.com: QuΓ© tipos de jefes hay y cΓ³mo trabajar con ellos sin desfallecer: los consejos de Maribel Garben](https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.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)** [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€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [hbr.org: Forget Flexibility. Your Employees Want Autonomy](https://hbr.org/2021/10/forget-flexibility-your-employees-want-autonomy) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [meet-in.es: Β«Para liderar a largo plazo hay que ser buena personaΒ»](https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [bbc.com: Is HR ever really your friend?](https://www.bbc.com/worklife/article/20211022-is-hr-ever-really-your-friend) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [liquidat.wordpress.com: Good bye Red Hat](https://liquidat.wordpress.com/2021/08/15/good-bye-red-hat) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [devopsonline.co.uk: Robotics and automation to cause anxiety for workers](https://www.devopsonline.co.uk/robotics-and-automation-to-cause-anxiety-for-workers) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [wired.co.uk: The Great Resignation is here and no one is prepared](https://www.wired.com/story/great-resignation-quit-job) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [news.slashdot.org: A Record Number of Workers Are Quitting Their Jobs, Empowered by New Leverage](https://news.slashdot.org/story/21/10/12/1818252/a-record-number-of-workers-are-quitting-their-jobs-empowered-by-new-leverage) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [magnet.xataka.com: La "gran renuncia" americana, o cΓ³mo los trabajadores se han hartado del sistema y estΓ‘n dejando sus empleos](https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos) [COMMUNITY-TOOL] [SPANISH CONTENT] 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)** [blogs.elconfidencial.com: El talento atrofiado: por quΓ© en EspaΓ±a escasean los profesionales de alto nivel](https://www.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [xataka.com: La Gran Renuncia: en EEUU los empleados estΓ‘n dejando en masa sus trabajos, la gran pregunta es si veremos esto (y cuΓ‘ndo) en EspaΓ±a](https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana) [COMMUNITY-TOOL] [SPANISH CONTENT] 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)** [es.euronews.com: La Gran Renuncia: ΒΏpuede llegar la revoluciΓ³n laboral de EE. UU. a Europa?](https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [forbes.com: What Do Employers Want To See In Your CV?](https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [thenewstack.io: 4 Reasons Your Cloud Operations Need a FinOps Team](https://thenewstack.io/4-reasons-your-cloud-operations-need-a-finops-team) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2021)** [thenewstack.io: Cloud Cost Management for DevOps](https://thenewstack.io/cloud-cost-management-for-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2021)** [thenewstack.io: Tricks for Cloud Cost Optimization | Pavan Belagatti](https://thenewstack.io/tricks-for-cloud-cost-optimization) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2021)** [aws.amazon.com: Introducing FinOpsβ€”Excuse Me, DevSecFinBizOps](https://aws.amazon.com/es/blogs/enterprise-strategy/introducing-finops-excuse-me-devsecfinbizops) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2021)** [infoq.com: Why Every DevOps Team Needs A FinOps Lead](https://www.infoq.com/articles/every-devops-team-needs-finops-lead) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2021)** [zdnet.com: As cloud costs spiral upward, enterprises turn to a thing called FinOps](https://www.zdnet.com/article/as-cloud-costs-spiral-upward-enterprises-turn-to-a-thing-called-finops) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(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€” *Go to [Section](./sre.md)*
-  - **(2021)** [youtube: Platform9’s Madhura Maskasky says observability is also essential for diagnosing and debugging in order for SREs to "get to the root cause quickly enough so that you can feed that back to the development teams." 🌟](https://www.youtube.com/watch?v=tgRPlAQpHYk&ab_channel=TheNewStack) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [circonus.com: Monitoring for Success: What All SREs Need to Know](https://www.circonus.com/2021/04/monitoring-for-success-what-all-sres-need-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [SLOconf](https://www.sloconf.com) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [infoq.com: Observing and Understanding Failures: SRE Apprentices](https://www.infoq.com/presentations/sre-apprentices) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [thenewstack.io: Google SRE: Site Reliability Engineering at a Global Scale](https://thenewstack.io/google-sre-site-reliability-engineering-at-a-global-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [devops.com: Day in the Life of a Site Reliability Engineer (SRE)](https://devops.com/day-in-the-life-of-a-site-reliability-engineer-sre) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [toolbox.com: Site Reliability Engineering: What Is It and How Can It Help Scale Operations? 🌟](https://www.toolbox.com/tech/devops/articles/automating-sre-to-scale-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [thenewstack.io: The Site Reliability Engineering Tool Stack](https://thenewstack.io/the-site-reliability-engineering-tool-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(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€” *Go to [Section](./sre.md)*
-  - **(2021)** [sre.google/prodcast](https://sre.google/prodcast) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [youtube: Viktor Farcic - What is the difference between SRE and DevOps?](https://www.youtube.com/watch?v=jgW4r9FxItI&ab_channel=DevOpsToolkitbyViktorFarcic) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [devops.com: How SREs Benefit From Feature Flags](https://devops.com/how-sres-benefit-from-feature-flags) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2021)** [thenewstack.io: No Kubernetes Needed: Amazon ECS Anywhere](https://thenewstack.io/no-kubernetes-needed-amazon-ecs-anywhere) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [thenewstack.io: Cycle.io: Meet the Team on a Mission to Replace Kubernetes](https://thenewstack.io/cycle-io-meet-the-team-on-a-mission-to-replace-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [thenewstack.io: Cycle.io: A Container Orchestration Platform Aimed at Developers](https://thenewstack.io/cycle-io-a-container-orchestration-platform-aimed-at-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [atodorov.me: Why you should take a look at Nomad before jumping on Kubernetes](https://atodorov.me/2021/02/27/why-you-should-take-a-look-at-nomad-before-jumping-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [Kubernetes vs Docker Swarm:β€ŠA Comprehensive Comparison](https://www.cuelogic.com/blog/kubernetes-vs-docker-swarm) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [semaphoreci.com: Kubernetes vs Docker: Understanding Containers in 2021](https://semaphore.io/blog/kubernetes-vs-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [towardsdatascience.com: Heroku + Docker in 10 Minutes](https://towardsdatascience.com/heroku-docker-in-10-minutes-f4329c4fd72f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2021)** [hazelcast.com: Where Is My Cache? Architectural Patterns for Caching Microservices 🌟](https://hazelcast.com/blog/architectural-patterns-for-caching-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2021)** [blog.marcnuri.com](https://blog.marcnuri.com) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2021)** [pulumi.com: Announcing Pulumi 3.0](https://www.pulumi.com/blog/pulumi-3-0) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2021)** [pulumi.com: From Terraform to Infrastructure as Software](https://www.pulumi.com/blog/from-terraform-to-infrastructure-as-software) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2021)** [devops.com: Pulumi Moves to Automate Cloud Infrastructure Provisioning](https://devops.com/pulumi-moves-to-automate-cloud-infrastructure-provisioning) [COMMUNITY-TOOL] β€” *Go to [Section](./pulumi.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)*
-  - **(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€” *Go to [Section](./pulumi.md)*
-  - **(2021)** [garden.io: cloud native devops platform](https://docs.garden.io) [COMMUNITY-TOOL] β€” *Go to [Section](./pulumi.md)*
-  - **(2021)** [k21academy.com: AWS DevOps Vs. Azure DevOps](https://k21academy.com/aws-cloud/aws-devops-vs-azure-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [aws.amazon.com: Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines](https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [infoq.com: AWS Launches Amazon DevOps Guru](https://www.infoq.com/news/2021/01/aws-devops-guru) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [thenewstack.io: Making Kubernetes Serverless and Global with AWS Fargate on EKS and Admiralty](https://thenewstack.io/making-kubernetes-serverless-and-global-with-aws-fargate-on-eks-and-admiralty) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [ably.com: Balancing act: the current limits of AWS network load balancers](https://ably.com/blog/limits-aws-network-load-balancers) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [Centralized Traffic Inspection with Gateway Load Balancer on AWS](https://aws.amazon.com/blogs/apn/centralized-traffic-inspection-with-gateway-load-balancer-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [How do I transfer a domain to AWS from another registrar?](https://repost.aws/knowledge-center) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [Centralize access using VPC interface endpoints to access AWS services across multiple VPCs](https://aws.amazon.com/blogs/networking-and-content-delivery/centralize-access-using-vpc-interface-endpoints) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [aws.amazon.com: Architecture patterns for consuming private APIs cross-account](https://aws.amazon.com/blogs/compute/architecture-patterns-for-consuming-private-apis-cross-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [Fine-tuning blue/green deployments on application load balancer](https://aws.amazon.com/blogs/devops/blue-green-deployments-with-application-load-balancer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2021)** [AWS Cloud Control API](https://aws.amazon.com/cloudcontrolapi) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [AWS Cloud Control API, a Uniform API to Access AWS & Third-Party Services](https://aws.amazon.com/blogs/aws/announcing-aws-cloud-control-api) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [amazon.com: Leveraging App Mesh with Amazon EKS in a Multi-Account environment](https://aws.amazon.com/blogs/containers/leveraging-app-mesh-with-amazon-eks-in-a-multi-account-environment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template](https://github.com/omenking/localstack-gitpod-template) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [thenewstack.io: Remote Debugging in AWS: The Missing Link in Your Debugging Toolset](https://thenewstack.io/remote-debugging-in-aws-the-missing-link-in-your-debugging-toolset) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [dev.to: 10 New AWS Amplify Features to Check Out](https://dev.to/aws/10-new-aws-amplify-features-to-check-out-4291) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [dev.to: AWS App Runner : How to deploy containerized applications using App Runner](https://dev.to/aws-builders/aws-app-runner-how-to-deploy-containerized-applications-using-app-runner-1f7c) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [Architecting a Highly Available Serverless, Microservices-Based Ecommerce Site](https://aws.amazon.com/blogs/architecture/architecting-a-highly-available-serverless-microservices-based-ecommerce-site) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [itnext.io: AWS CDK for EKS β€” Handling Helm Charts](https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [theatlantic.com: Why Managers Fear a Remote-Work Future](https://www.theatlantic.com/ideas/archive/2021/07/work-from-home-benefits/619597) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2021)** [esquire.com: ΒΏPor quΓ© tu empresa no quiere que teletrabajes?](https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2021)** [linkedin.com/pulse: How BMW uses Redhat OpenShift?](https://www.linkedin.com/pulse/how-bmw-uses-redhat-openshift-bobby-singh) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - **(2021)** [dev.to: 7 API Tools for REST Developers and Testers](https://dev.to/javinpaul/7-api-tools-for-rest-developers-and-testers-n67) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2021)** [any-api.com](https://marketplace.apilayer.com) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2021)** [thenewstack.io: True Success in Process Automation Requires Microservices](https://thenewstack.io/true-success-in-process-automation-requires-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2021)** [dashbird.io: Deploying AWS Lambda with Docker Containers: I Gave it a Try and Here’s My Review](https://dashbird.io/blog/deploying-aws-lambda-with-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [aws.amazon.com: Operating Lambda: Understanding event-driven architecture – Part 1](https://aws.amazon.com/blogs/compute/operating-lambda-understanding-event-driven-architecture-part-1) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [aws.amazon.com: Optimizing Lambda functions packaged as container images](https://aws.amazon.com/es/blogs/compute/optimizing-lambda-functions-packaged-as-container-images) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [infoworld.com: Serverless computing with AWS Lambda, Part 1](https://www.infoworld.com/article/2254500/serverless-computing-with-aws-lambda.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [Achieve up to 34% better price/performance with AWS Lambda Functions powered by AWS Graviton2 processor](https://aws.amazon.com/about-aws/whats-new/2021/09/better-price-performance-aws-lambda-functions-aws-graviton2-processor) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [Deploying AWS Lambda layers automatically across multiple Regions](https://aws.amazon.com/blogs/compute/deploying-aws-lambda-layers-automatically-across-multiple-regions) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [Issues to Avoid When Implementing Serverless Architecture with AWS Lambda](https://aws.amazon.com/blogs/architecture/mistakes-to-avoid-when-implementing-serverless-architecture-with-lambda) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [Introducing AWS SAM Pipelines: Automatically generate deployment pipelines for serverless applications](https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [Simplify CI/CD configuration for serverless applications and your favorite CI/CD system β€” Public Preview](https://aws.amazon.com/about-aws/whats-new/2021/07/simplify-ci-cd-configuration-serverless-applications-your-favorite-ci-cd-system-public-preview) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda, CloudWatch Logs and Slack](https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [dynatrace.com: What is keptn, how it works and how to get started!](https://www.dynatrace.com/news/blog/what-is-keptn-how-it-works-and-how-to-get-started) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - **(2021)** [thenewstack.io: How Keptn Automatically Configures Prometheus Ecosystems](https://thenewstack.io/how-keptn-automatically-configures-prometheus-ecosystems) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - **(2021)** [youtube: Tutorial - Keptn in a box](https://www.youtube.com/watch?v=OQAXQrKhIt0&ab_channel=keptn) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - **(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€” *Go to [Section](./keptn.md)*
-  - **(2021)** [freecodecamp.org: Learn the Basics of Java Programming](https://www.freecodecamp.org/news/learn-the-basics-of-java-programming) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [freecodecamp.org: Advanced Object-Oriented Programming in Java – Full Book](https://www.freecodecamp.org/news/object-oriented-programming-in-java) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [linkedin.com/pulse: Difference between Executor, ExecutorService, and Executors class in Java!](https://www.linkedin.com/pulse/difference-between-executor-executorservice-executors-omar-ismail) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [freecodecamp.org: How to Write Unit Tests in Java](https://www.freecodecamp.org/news/java-unit-testing) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [blog.heaphero.io: HeapHero - Java & Android Heap Dump Analyzer](https://blog.heaphero.io) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [developers.redhat.com: Shenandoah garbage collection in OpenJDK 16: Concurrent reference processing](https://developers.redhat.com/articles/2021/05/20/shenandoah-garbage-collection-openjdk-16-concurrent-reference-processing) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [developers.redhat.com: How to choose the best Java garbage collector](https://developers.redhat.com/articles/2021/11/02/how-choose-best-java-garbage-collector) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [developers.redhat.com: JDK Flight Recorder support for GraalVM Native Image: The journey so far 🌟](https://developers.redhat.com/articles/2021/07/23/jdk-flight-recorder-support-graalvm-native-image-journey-so-far) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟](https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [itnext.io: How to cold start fast a java service on k8s (EKS)](https://itnext.io/how-to-cold-start-fast-a-java-service-on-k8s-eks-3a7b4450845d) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [blog.gceasy.io: Best practices: Java memory arguments for Containers 🌟](https://blog.gceasy.io/best-practices-java-memory-arguments-for-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [blog.openshift.com: Performance Metrics (APM) for Spring Boot Microservices on OpenShift](https://www.redhat.com/en/blog/performance-metrics-apm-spring-boot-microservices-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [vladmihalcea.com: How to tunnel localhost to the public Internet](https://vladmihalcea.com/tunnel-localhost-public-internet) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [keepler.io: Gestionando el control de accesos en nuestro data lake en AWS](https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Encrypt global data client-side with AWS KMS multi-Region keys](https://aws.amazon.com/blogs/security/encrypt-global-data-client-side-with-aws-kms-multi-region-keys) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [acloudguru.com: How to audit and secure an AWS account](https://www.pluralsight.com/resources/blog/cloud/how-to-audit-and-secure-an-aws-account) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [yobyot.com: AWS multi-region KMS keys and Data Lifecycle Manager: better together](https://yobyot.com/aws/aws-multi-region-keys-and-ec2-data-lifecycle-manager/2021/08/18) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [How to automate AWS account creation with SSO user assignment](https://aws.amazon.com/blogs/security/how-to-automate-aws-account-creation-with-sso-user-assignment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [darryl-ruggles.cloud: AWS SSO Credentials With Multiple Accounts](https://darryl-ruggles.cloud/aws-sso-credentials-with-multiple-accounts) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [aws.amazon.com: IAM Access Analyzer now supports over 100 policy checks with actionable recommendations to help you author secure and functional policies](https://aws.amazon.com/about-aws/whats-new/2021/03/iam-access-analyzer-supports-over-100-policy-checks-with-actionable-recommendations) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [aws.amazon.com: IAM Access Analyzer Update – Policy Validation](https://aws.amazon.com/blogs/aws/iam-access-analyzer-update-policy-validation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [netflixtechblog.com: ConsoleMe: A Central Control Plane for AWS Permissions and Access](https://netflixtechblog.com/consoleme-a-central-control-plane-for-aws-permissions-and-access-fd09afdd60a8) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [cloudkatha.com: Difference between Root User and IAM User in AWS You Need to Know](https://cloudkatha.com/difference-between-root-user-and-iam-user-in-aws-you-need-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [daan.fyi: AWS IAM Demystified](https://www.daan.fyi/writings/iam) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Security practices in AWS multi-tenant SaaS environments](https://aws.amazon.com/blogs/security/security-practices-in-aws-multi-tenant-saas-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [linkedin.com: Complexities of AWS Security Groups in the Cloud World](https://www.linkedin.com/pulse/complexities-aws-security-groups-cloud-world-ashish-kar) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Bring your own CLI to Session Manager with configurable shell profiles](https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles) [COMMUNITY-TOOL] [ENGLISH/SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Use IAM Access Analyzer policy generation to grant fine-grained permissions for your AWS CloudFormation service roles](https://aws.amazon.com/blogs/security/use-iam-access-analyzer-policy-generation-to-grant-fine-grained-permissions-for-your-aws-cloudformation-service-roles) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Automatically block suspicious traffic with AWS Network Firewall and Amazon GuardDuty](https://aws.amazon.com/es/blogs/security/automatically-block-suspicious-traffic-with-aws-network-firewall-and-amazon-guardduty) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [How to replicate secrets in AWS Secrets Manager to multiple Regions](https://aws.amazon.com/blogs/security/how-to-replicate-secrets-aws-secrets-manager-multiple-regions) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [k21academy.com: AWS Secrets Manager](https://k21academy.com/aws-cloud/aws-secrets-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [youtube: Getting started with Podman](https://www.youtube.com/watch?v=Za36qHbrf3g) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.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)*
-  - **(2021)** [Promoting container images between registries with skopeo](https://www.redhat.com/en/blog/promoting-container-images-between-registries-with-skopeo) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [Podman remote clients for macOS and Windows](https://www.redhat.com/en/blog/podman-clients-macos-windows) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [youtube: Podman in Podman (Running a container within a container)](https://www.youtube.com/watch?app=desktop&v=OcHRWaC5tvY&feature=youtu.be&ab_channel=RedHat) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [wbhegedus.me: Configuring Podman for WSL2 🌟](https://wbhegedus.me/running-podman-on-wsl2) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [opensource.com: Get podman up and running on Windows using Linux](https://opensource.com/article/21/10/podman-windows-wsl) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to replace Docker with Podman on a Mac](https://www.redhat.com/en/blog/replace-docker-podman-macos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Exploring the new Podman secret command 🌟](https://www.redhat.com/en/blog/new-podman-secrets-command) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [devopscube.com: Podman Tutorial For Beginners: Step by Step Guides 🌟](https://devopscube.com/podman-tutorial-beginners) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [darumatic.com: Podman - Introduction 🌟](https://darumatic.com/blog/podman_introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: 5 Podman features to try now](https://www.redhat.com/en/blog/podman-features-1) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [thenewstack.io: Tutorial: Host a Local Podman Image Registry 🌟](https://thenewstack.io/tutorial-host-a-local-podman-image-registry) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [youtube: Podman 3 and Docker Compose - How Does the Dockerless Compose Work? 🌟](https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [fedoramagazine.org: Use Docker Compose with Podman to Orchestrate Containers on Fedora Linux](https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [fedoramagazine.org: Manage containers with Podman Compose](https://fedoramagazine.org/manage-containers-with-podman-compose) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [crunchtools.com: Should I Use Docker Compose Or Podman Compose With Podman?](https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to use Podman to get information about your containers](https://www.redhat.com/en/blog/container-information-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: From Docker Compose to Kubernetes with Podman](https://www.redhat.com/en/blog/compose-kubernetes-podman) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Build Kubernetes pods with Podman play kube](https://www.redhat.com/en/blog/podman-play-kube-updates) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to automate Podman installation and deployment using Ansible 🌟](https://www.redhat.com/en/blog/automate-podman-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Create fast, easy, and repeatable containers with Podman and shell scripts](https://www.redhat.com/en/blog/create-containers-podman-quickly) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [tutorialworks.com: How to Start Containers Automatically, with Podman and Systemd](https://www.tutorialworks.com/podman-systemd) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [pythonspeed.com: Using Podman with BuildKit, the better Docker image builder 🌟](https://pythonspeed.com/articles/podman-buildkit) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [kubernetespodcast.com: Podman, with Daniel Walsh and Brent Baude](https://kubernetespodcast.com/episode/164-podman) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to use auto-updates and rollbacks in Podman](https://www.redhat.com/en/blog/podman-auto-updates-rollbacks) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [iongion.github.io: Podman Desktop Companion 🌟](https://iongion.github.io/podman-desktop-companion) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [developers.redhat.com: How to pick the right container base image](https://developers.redhat.com/blog/2021/04/13/how-to-pick-the-right-container-base-image) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [papertrail.com: Quick and Easy Way to Implement Kubernetes Logging](https://www.papertrail.com/blog/quick-and-easy-way-to-implement-kubernetes-logging) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [itnext.io: Kubernetes Logging in Production](https://itnext.io/kubernetes-logging-in-production-545ea88d9a4a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [opensource.com: What you need to know about cluster logging in Kubernetes 🌟](https://opensource.com/article/21/11/cluster-logging-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [dev.to: Kubernetes Practice β€” Logging with Logstash and FluentD by Sidecar Container](https://dev.to/devopsvn/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-16oi) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [thenewstack.io: Service Level Objectives in Kubernetes](https://thenewstack.io/service-level-objectives-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [influxdata.com: Expand Kubernetes Monitoring with Telegraf Operator](https://www.influxdata.com/blog/expand-kubernetes-monitoring-telegraf-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [itnext.io: Monitoring Certificates Expiration in Kubernetes with X.509 Exporter](https://itnext.io/monitoring-certificates-expiration-in-kubernetes-with-x-509-exporter-8030b69f611d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [thenewstack.io: 12 Critical Kubernetes Health Conditions You Need to Monitor](https://thenewstack.io/12-critical-kubernetes-health-conditions-you-need-to-monitor) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [sysdig.com: How to monitor Kubernetes control plane](https://www.sysdig.com/blog/monitor-kubernetes-control-plane) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [infracloud.io: Monitoring Kubernetes cert-manager Certificates with BotKube](https://www.infracloud.io/blogs/monitoring-kubernetes-cert-manager-certificates) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [itnext.io: Monitoring Kubernetes Jobs](https://itnext.io/monitoring-kubernetes-jobs-8adc241a7b60) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [itnext.io: How to tackle Kubernetes observability challenges with Pixie](https://itnext.io/how-to-tackle-kubernetes-observability-challenges-with-pixie-4c6414ca913) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [blog.fourninecloud.com: Kubernetes monitoring β€” How to monitor using prometheus?](https://blog.fourninecloud.com/kubernetes-monitoring-how-to-monitor-using-prometheus-f2eff767f6bb) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2021)** [aws.amazon.com: Using Prometheus to Avoid Disasters with Kubernetes CPU Limits 🌟](https://aws.amazon.com/blogs/containers/using-prometheus-to-avoid-disasters-with-kubernetes-cpu-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(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€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [itnext.io: Tracing Pod2Pod Network Traffic in Kubernetes | Daniele Polencic](https://itnext.io/tracing-pod-to-pod-network-traffic-in-kubernetes-112523a325b2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [thenewstack.io: 6 Kubernetes Best Practices to Empower Devs to Troubleshoot](https://thenewstack.io/6-kubernetes-best-practices-to-empower-devs-to-troubleshoot) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [thenewstack.io: Living with Kubernetes: Debug Clusters in 8 Commands 🌟](https://thenewstack.io/living-with-kubernetes-debug-clusters-in-8-commands) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [itnext.io: Distroless Container Debugging on K8s/OpenShift](https://itnext.io/distroless-container-debugging-on-k8s-openshift-e418fd66fdad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [sysdig.com: Understanding Kubernetes pod pending problems](https://www.sysdig.com/blog/kubernetes-pod-pending-problems) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [blog.alexellis.io: How to Troubleshoot Applications on Kubernetes 🌟](https://blog.alexellis.io/troubleshooting-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [thenewstack.io: What David Flanagan Learned Fixing Kubernetes Clusters](https://thenewstack.io/what-david-flanagan-learned-fixing-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [thenewstack.io: Kubernetes Troubleshooting Primer](https://thenewstack.io/kubernetes-troubleshooting-primer) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [sysdig.com: What is Kubernetes CrashLoopBackOff? And how to fix it 🌟](https://www.sysdig.com/blog/debug-kubernetes-crashloopbackoff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [itnext.io: Kubernetes Silent Pod Killer](https://itnext.io/kubernetes-silent-pod-killer-104e7c8054d9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [sysdig.com: Understanding Kubernetes Evicted Pods](https://www.sysdig.com/blog/kubernetes-pod-evicted) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [andydote.co.uk: The Problem with CPUs and Kubernetes](https://andydote.co.uk/2021/06/02/os-cpus-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [sysdig.com: Kubernetes OOM and CPU Throttling](https://www.sysdig.com/blog/troubleshoot-kubernetes-oom) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(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€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [AWS Account Cloud9 Visualizer](https://github.com/wongcyrus/aws-account-cloud9-visualizer) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [cloud.google.com: Introducing a Google Cloud architecture diagramming tool](https://cloud.google.com/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [dev.to: πŸš€10 Trending projects on GitHub for web developers - 3rd December 2021](https://dev.to/iainfreestone/10-trending-projects-on-github-for-web-developers-3rd-december-2021-12f5) [COMMUNITY-TOOL] [JAVASCRIPT/TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [dev.to: 10 best GitHub repos for developers](https://dev.to/mariamarsh/10-best-github-repos-for-developers-5gmp) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [makeuseof.com: The 5 Best Open-Source Webinar Software](https://www.makeuseof.com/best-open-source-webinar-software) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [freecodecamp.org: Frontend VS Backend – What's the Difference?](https://www.freecodecamp.org/news/frontend-vs-backend-whats-the-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [dev.to: 5 Books and Courses to Learn Object Oriented Programming in Depth](https://dev.to/javinpaul/5-books-and-courses-to-learn-object-oriented-programming-in-depth-4kff) [COMMUNITY-TOOL] [JAVA/C++ CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [dev.to: A Better Way To Code: Documentation Driven Development](https://dev.to/playfulprogramming/a-better-way-to-code-documentation-driven-development-1kem) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [infoq.com: Ballerina for Full-Stack Developers: A Guide to Creating Backend APIs](https://www.infoq.com/articles/ballerina-fullstack-rest-api) [COMMUNITY-TOOL] [BALLERINA CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [developers.redhat.com: Red Hat Software Collections 3.8 and Red Hat Developer Toolset 11 now generally available](https://developers.redhat.com/articles/2021/11/15/red-hat-software-collections-38-and-red-hat-developer-toolset-11-now-generally) [COMMUNITY-TOOL] [C/C++ CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [zdnet: There's no ops like NoOps: the next evolution of DevOps](https://www.zdnet.com/article/theres-no-ops-like-noops-the-next-evolution-of-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - **(2021)** [devops.com: Is NoOps the Future of Cloud Networking?](https://devops.com/is-noops-the-future-of-cloud-networking) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - **(2021)** [devops.com: Up Your DevOps Game: It’s Time for NoOps](https://devops.com/up-your-devops-game-its-time-for-noops) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - **(2021)** [Serverless Computing: Moving from DevOps to NoOps](https://devops.com/serverless-computing-moving-from-devops-to-noops) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - **(2021)** [itnext.io: Upgrade Cert-Manager for Your Production Deployment Without Downtime](https://itnext.io/upgrade-cert-manager-for-your-production-deployment-without-downtime-ee5d32fabec8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [rejupillai.com: Let’s Encrypt the Web (for free)](https://rejupillai.com/index.php/2021/03/06/configure-tls-on-gke-ingress-for-free-with-lets-encrypt) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [Hands on your first Kubernetes secrets 🌟](https://www.theodo.com/en-uk/blog) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [isovalent.com: Detecting a Container Escape with Cilium and eBPF](https://isovalent.com/blog/post/2021-11-container-escape) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [developers.redhat.com: Secure your Kubernetes deployments with eBPF](https://developers.redhat.com/articles/2021/12/16/secure-your-kubernetes-deployments-ebpf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [thenewstack.io: Jetstack Secure Promises to Ease Kubernetes TLS Security](https://thenewstack.io/jetstack-secure-promises-to-ease-kubernetes-tls-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [infoq.com: Armo Releases Kubescape K8s Security Testing Tool: Q&A with VP Jonathan Kaftzan](https://www.infoq.com/news/2021/09/kubescape) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [itnext.io: Effective Secrets with Vault and Kubernetes](https://itnext.io/effective-secrets-with-vault-and-kubernetes-9af5f5c04d06) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [itnext.io: Vault cluster with auto unseal on Kubernetes](https://itnext.io/vault-cluster-with-auto-unseal-on-kubernetes-8e469f9cdcfd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #19: Manage app credentials using Kubernetes Secrets 🌟](https://millionvisit.blogspot.com/2021/07/kubernetes-for-developers-19-manage-app-credentials-using-Kubernetes-Secrets.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [kubermatic.com: Keeping the State of Apps Part 2: Introduction to Secrets](https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-2-introduction-to-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [thenewstack.io: The NSA Can Help Secure Your Kubernetes Clusters](https://thenewstack.io/the-nsa-can-help-you-secure-your-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [therecord.media: NSA, CISA publish Kubernetes hardening guide 🌟🌟](https://therecord.media/nsa-cisa-publish-kubernetes-hardening-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [infoq.com](https://www.infoq.com/news/2021/09/kubernetes-hardening-guidance) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [thenewstack.io: NSA on How to Harden Kubernetes](https://thenewstack.io/nsa-on-how-to-harden-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [hackerone.com: Authenticated kubernetes principal with restricted permissions can retrieve ingress-nginx serviceaccount token and secrets across all namespaces](https://hackerone.com/reports/1249583) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [infracloud.io: How to setup Role based access (RBAC) to Kubernetes Cluster 🌟](https://www.infracloud.io/blogs/role-based-access-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [mjarosie.github.io: IAM roles for Kubernetes service accounts - deep dive](https://mjarosie.github.io/dev/2021/09/15/iam-roles-for-kubernetes-service-accounts-deep-dive.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [linkerd.io: Using Kubernetes's new Bound Service Account Tokens for secure workload identity](https://linkerd.io/2021/12/28/using-kubernetess-new-bound-service-account-tokens-for-secure-workload-identity/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [geek-cookbook.funkypenguin.co.nz: Using OAuth2 proxy for Kubernetes Dashboard](https://geek-cookbook.funkypenguin.co.nz/recipes/kubernetes/oauth2-proxy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [dev.to: A Detailed Talk about K8S Cluster Security from the Perspective of Attackers (Part 1)](https://dev.to/tutorialboy/a-detailed-talk-about-k8s-cluster-security-from-the-perspective-of-attackers-part-1-3mm5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [blog.frankel.ch: Learning by auditing Kubernetes manifests](https://blog.frankel.ch/learning-auditing-kubernetes-manifests) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [itnext.io: Implementing a Secure-First Pod Security Policy Architecture](https://itnext.io/implementing-a-restricted-first-pod-security-policyarchitecture-af4e906593b0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [kubernetes.io: What's new in Security Profiles Operator v0.4.0](https://kubernetes.io/blog/2021/12/17/security-profiles-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [blog.gitguardian.com: Hardening Your Kubernetes Cluster - Guidelines (Pt. 2) 🌟](https://blog.gitguardian.com/hardening-your-k8s-pt-2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [microsoft.com: Secure containerized environments with updated threat matrix for Kubernetes](https://www.microsoft.com/security/blog/2021/03/23/secure-containerized-environments-with-updated-threat-matrix-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [blog.gitguardian.com: Kubernetes Hardening Tutorial Part 1: Pods](https://blog.gitguardian.com/kubernetes-tutorial-part-1-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [infoworld.com: Securing the Kubernetes software supply chain with Microsoft's Ratify](https://www.infoworld.com/article/2271333/securing-the-kubernetes-software-supply-chain.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [infoworld.com: The race to secure Kubernetes at run time](https://www.infoworld.com/article/2270825/the-race-to-secure-kubernetes-at-runtime.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [helpnetsecurity.com: Kubestriker: A security auditing tool for Kubernetes clusters 🌟](https://www.helpnetsecurity.com/2021/05/04/security-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [itnext.io: How-To: Kubernetes Cluster Network Security 🌟](https://itnext.io/how-to-kubernetes-cluster-network-security-f19bc99161f5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [redhat.com: The State of Kubernetes Security](https://www.redhat.com/en/blog/state-kubernetes-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [redhat.com: State of Kubernetes Security Report - Spring 2021 (PDF) 🌟](https://www.redhat.com/rhdc/managed-files/cl-state-kubernetes-security-report-ebook-f29117-202106-en.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [fairwinds.com: Discover the Top 5 Kubernetes Security Mistakes You're (Probably) Making](https://www.fairwinds.com/blog/top-5-kubernetes-security-mistakes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [thenewstack.io: Kubernetes: An Examination of Major Attacks 🌟](https://thenewstack.io/kubernetes-an-examination-of-major-attacks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [goteleport.com: Kubernetes API Access Security Hardening](https://goteleport.com/blog/kubernetes-api-access-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [karlstoney.com: Istio 503's with UC's and TCP Fun Times](https://karlstoney.com/istio-503s-ucs-and-tcp-fun-times) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [dev.to/aurelievache: Understanding Istio: part 1 – Istio Components](https://dev.to/aurelievache/understanding-istio-part-1-istio-components-4ik5) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Kubernetes, Microservices, and Istioβ€Š β€” A Great Fit!](https://thenewstack.io/kubernetes-microservices-istio%E2%80%8A-%E2%80%8Aa-great-fit) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io - Service Mesh: The Gateway to Cloud Migration](https://thenewstack.io/when-you-need-or-dont-need-service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [solo.io: Learn how to rate limit requests in Istio 🌟](https://www.solo.io/blog/tutorial-rate-limiting-of-service-requests-in-istio-service-mesh) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [sysdig.com: How to monitor Istio, the Kubernetes service mesh](https://www.sysdig.com/blog/monitor-istio) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Why Do You Need Istio When You Already Have Kubernetes? 🌟](https://thenewstack.io/why-do-you-need-istio-when-you-already-have-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: What Is Istio and Why Does Kubernetes Need it? 🌟](https://thenewstack.io/what-is-istio-and-why-does-kubernetes-need-it) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [youtube: Istio & Service Mesh - simply explained in 15 mins 🌟](https://www.youtube.com/watch?v=16fgzklcF7Y&ab_channel=TechWorldwithNana) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Solo.io: Istio Is Winning the Service Mesh War](https://thenewstack.io/solo-io-istio-is-winning-the-service-mesh-war) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [itnext.io: Taffic Shaping - Kubernetes & Istio | Daniele Polencic](https://itnext.io/traffic-shaping-with-kubernetes-and-istio-7e44fbfca200) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [samos-it.com: Securing Redis with Istio TLS origination](https://samos-it.com/posts/securing-redis-istio-tls-origniation-termination.html) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Securing Istio Workloads with Auth0](https://thenewstack.io/securing-istio-workloads-with-auth0) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Istio 1.10 Improves Scalability and Revision Control](https://thenewstack.io/istio-1-10-improves-scalability-and-revision-control) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [istio.io: Configuring failover for external services](https://istio.io/latest/blog/2021/external-locality-failover) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [solo.io: Upgrading Istio without Downtime](https://www.solo.io/blog/upgrading-istio-without-downtime) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [useanvil.com: Load balancing gRPC in Kubernetes with Istio](https://www.useanvil.com/blog/engineering/load-balancing-grpc-in-kubernetes-with-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [jimmysong.io: Understanding the Sidecar Injection, Traffic Intercepting & Routing Process in Istio](https://jimmysong.io/blog/sidecar-injection-iptables-and-traffic-routing) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [itnext.io: Observing gRPC-based Microservices on Amazon EKS running Istio](https://itnext.io/observing-grpc-based-microservices-on-amazon-eks-running-istio-77ba90dd8cc0) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [tetrate.io: Multicluster Management with Kubernetes and Istio 🌟](https://tetrate.io/blog/what-is-istio-and-why-does-kubernetes-need-it) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [thenewstack.io: Multicluster Management with Kubernetes and Istio](https://thenewstack.io/multicluster-management-with-kubernetes-and-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [piotrminkowski.com: Multicluster Traffic Mirroring with Istio and Kind](https://piotrminkowski.com/2021/07/12/multicluster-traffic-mirroring-with-istio-and-kind) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [itnext.io: Find issues in your Istio mesh with Kiali](https://itnext.io/find-issues-in-your-istio-mesh-with-kiali-89d37d5e1fb1) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(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€” *Go to [Section](./istio.md)*
-  - **(2021)** [dev.to: Scaling Your Application With Kubernetes | Pavan Belagatti](https://dev.to/pavanbelagatti/scaling-your-application-with-kubernetes-5715) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [sysdig.com: Kubernetes pod autoscaler using custom metrics](https://www.sysdig.com/blog/kubernetes-autoscaler) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [thenewstack.io: Scaling Microservices on Kubernetes 🌟](https://thenewstack.io/scaling-microservices-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [itnext.io: Kubernetes Cluster Autoscaler: More than scaling out](https://itnext.io/kubernetes-cluster-autoscaler-more-than-scaling-out-7b2d97f10b27) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [itnext.io: K8s Vertical Pod Autoscaling 🌟](https://itnext.io/k8s-vertical-pod-autoscaling-fd9e602cbf81) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [velotio.com: Autoscaling in Kubernetes using HPA and VPA](https://www.velotio.com/engineering-blog/autoscaling-in-kubernetes-using-hpa-vpa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [dev.to/danielepolencic: Request-based autoscaling in Kubernetes: scaling to zero](https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [itnext.io: Event Driven Autoscaling](https://itnext.io/event-driven-autoscaling-503b5cefaa49) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [dev.to/danielepolencic: Scaling Kubernetes to multiple clusters and regions 🌟](https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [itnext.io: Kubernetes: load-testing and high-load tuning β€” problems and solutions](https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [engineering.zalando.com: Building an End to End load test automation system on top of Kubernetes](https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [Installing OCP in a Mainframe z-series](https://www.redhat.com/en/blog/installing-ocp-in-a-mainframe-z-series) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2021)** [info.crunchydata.com: Deploying Active-Active PostgreSQL on Kubernetes](https://www.crunchydata.com/blog/active-active-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.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: Multi-Kubernetes Cluster PostgreSQL Deployments](https://www.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Using GitOps to Self-Manage Postgres in Kubernetes 🌟](https://www.crunchydata.com/blog/gitops-postgres-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Helm, GitOps and the Postgres Operator](https://www.crunchydata.com/blog/gitops-postgres-kubernetes-helm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)](https://www.crunchydata.com/blog/postgresql-14-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes](https://www.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes](https://www.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes) [COMMUNITY-TOOL] [YAML 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)** [blog.crunchydata.com: Your Guide to Connection Management in Postgres 🌟](https://www.crunchydata.com/blog/your-guide-to-connection-management-in-postgres) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres Apps](https://www.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky 8](https://www.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [Announcing the Crunchy Data Developer Portal](https://www.crunchydata.com/blog/announcing-the-crunchy-data-developer-portal) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [Crunchy Data Developer Portal](https://www.crunchydata.com/developers) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Deploy High-Availability PostgreSQL Clusters on Kubernetes by Example](https://www.crunchydata.com/blog/deploy-high-availability-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: pgBackRest - Performing Backups on a Standby Cluster](https://www.crunchydata.com/blog/pgbackrest-performing-backups-on-a-standby-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Using the PostgreSQL Operator with Rook Ceph Storage](https://www.crunchydata.com/blog/crunchy-postgresql-operator-with-rook-ceph-storage) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Setup ora2pg for Oracle to Postgres Migration](https://www.crunchydata.com/blog/setup-ora2pg-for-oracle-to-postgres-migration) [COMMUNITY-TOOL] [PERL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django](https://www.crunchydata.com/blog/composite-primary-keys-postgresql-and-django) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [openshift.com: What is GitOps? 🌟](https://www.redhat.com/en/topics/devops/what-is-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [viewnext.com: ΒΏQuΓ© es GitOps?](https://www.viewnext.com/que-es-gitops) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [testingclouds.wordpress.com: GitOps Demystified](https://testingclouds.wordpress.com/2021/06/02/gitops-demystified) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [enterprisersproject.com: How to explain GitOps in plain English](https://enterprisersproject.com/article/2021/6/gitops-explained-plain-english) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [redhat.com: An illustrated guide to GitOps](https://www.redhat.com/en/blog/illustrated-guide-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: The History of GitOps 🌟](https://www.weave.works/blog/the-history-of-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [blog.container-solutions.com: GitOps: The Bad and the Ugly](https://blog.container-solutions.com/gitops-limitations) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Push vs. Pull in GitOps: Is There Really a Difference?](https://thenewstack.io/push-vs-pull-in-gitops-is-there-really-a-difference) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [stevesmith.tech: GitOps is a placebo](https://www.stevesmith.tech/blog/gitops-is-a-placebo) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Wait, Do We Need to Hold Up on GitOps?](https://thenewstack.io/wait-do-we-need-to-hold-up-on-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [redhat.com: Comparing GitOps implementation patterns: Pros and cons](https://www.redhat.com/en/blog/gitops-implementation-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: GitOps Use Cases You May Not Have Considered](https://thenewstack.io/gitops-use-cases-you-may-not-have-considered) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [octopus.com: How to structure your Git repository for DevOps automation](https://octopus.com/blog/devops-automation-repo-design) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [shipa.io: GitOps meets AppOps](https://shipa.io/gitops-meets-appops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [bunnyshell.com: GitOps vs. DevOps: What’s the Difference? 🌟](https://www.bunnyshell.com/blog/gitops-vs-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [containerjournal.com: The 4 Levels of GitOps Maturity](https://cloudnativenow.com/features/the-4-levels-of-gitops-maturity) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [chrisshort.net: GitOps: An implementation of DevOps (abstracts)](https://chrisshort.net) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Misconfiguration Worries Grow](https://thenewstack.io/misconfiguration-worries-grow) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Put Your Security Worries to Rest with GitOps Operational Control 🌟](https://www.weave.works/use-cases/security-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Security Will Be Instrumental for the Success of GitOps](https://thenewstack.io/security-will-be-instrumental-for-the-success-of-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Hardening Git for GitOps (white paper)](https://go.weave.works/hardening-git-for-gitops.html) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Managing Kubernetes with GitOps in a multi-cluster, multi-cloud world](https://www.weave.works/blog/managing-kubernetes-with-gitops-in-a-multi-cluster-multi-cloud-world) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(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€” *Go to [Section](./gitops.md)*
-  - **(2021)** [blogs.sap.com: Decentralized GitOps over multiple environments](https://blogs.sap.com/2021/05/06/decentralized-gitops-over-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [developers.redhat.com: Why should developers care about GitOps?](https://developers.redhat.com/blog/2021/05/13/why-should-developers-care-about-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [openshift.com: Our Favorite Things from GitOps Con at KubeCon EU 🌟](https://www.redhat.com/en/blog/our-favorite-things-from-gitops-con-at-kubecon-eu) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [shipa.io: GitOps in the enterprise 🌟](https://shipa.io/gitops-in-the-enterprise) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [redhat.com: 3 rules for applying principles of GitOps to enterprise architecture](https://www.redhat.com/en/blog/3-gitops-rules-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [redhat.com: How to use GitOps in your enterprise architecture strategy 🌟](https://www.redhat.com/en/blog/understanding-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Case Study: National Australia Bank Decreases Operational Overhead with GitOps](https://www.weave.works/blog/case-study-national-australia-bank-decreases-operational-overhead-with-gitops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [opensource.com: How to get the most out of GitOps right now](https://opensource.com/article/21/8/gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [developer.ibm.com: GitOps: Best practices for the real world](https://developer.ibm.com/blogs/gitops-best-practices-for-the-real-world) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: How to Get the Most out of GitOps](https://thenewstack.io/how-to-get-the-most-out-of-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [jimangel.io: Self-Updating GitOps](https://www.jimangel.io/posts/self-updating-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Application Deployment Is Faster with GitOps](https://thenewstack.io/application-deployment-is-faster-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: CNCF Working Group Sets Some Standards for β€˜GitOps’](https://thenewstack.io/cncf-working-group-sets-some-standards-for-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: GitOps and the Cheap Cloud Myth](https://thenewstack.io/repatriation-or-cloud-what-we-need-is-control) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [OpenGitOps.dev 🌟](https://opengitops.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [clickittech.com: What is GitOps? 🌟](https://www.clickittech.com/devops/what-is-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [atlassian.com: Is GitOps the next big thing in DevOps?](https://www.atlassian.com/git/tutorials/gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: What Is GitOps and Why It Might Be The Next Big Thing for DevOps](https://thenewstack.io/software-development) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [opensource.com: GitOps vs. DevOps: What's the difference? 🌟](https://opensource.com/article/21/3/gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [itnext.io: Continuous GitOps, the way to do DevOps in Kubernetes 🌟](https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [itnext.io: Principles, Patterns, and Practices for Effective Infrastructure as Code](https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS KMS + Flux)](https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [about.gitlab.com: 3 Ways to approach GitOps 🌟](https://about.gitlab.com/blog/gitops-done-3-ways) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [solo.io: Exploring Cilium Layer 7 Capabilities Compared to Istio](https://www.solo.io/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [Kubernetes GitOps with Azure Arc and Charmed Kubernetes](https://canonical.com/blog/gitops-with-azure-arc-and-charmed-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Getting Started with GitOps](https://thenewstack.io/getting-started-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [linkedin.com pulse: WTH is GitOps? | Pavan Belagatti](https://www.linkedin.com/pulse/wth-gitops-pavan-belagatti) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: GitOps takes DevOps teams to higher levels of maturity](https://www.weave.works/blog/gitops-takes-devops-teams-to-higher-levels-of-maturity) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: The world’s largest telcos are now embracing GitOps. Deutsche Telekom explains why](https://www.weave.works/blog/deutsche-telekom-explain-why-they-chose-gitops-for-5g) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Kubernetes at Scale without GitOps Is a Bad Idea](https://thenewstack.io/kubernetes-at-scale-without-gitops-is-a-bad-idea) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [linkedin pulse: GitOps vs. DevOps! | Pavan Belagatti](https://www.linkedin.com/pulse/gitops-vs-devops-pavan-belagatti) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [devoriales.com: Exploring GitOps: Software and Infrastructure Management Intro Video](https://devoriales.com/video/897990746/intro-to-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [GitOps Working Group 🌟](https://github.com/gitops-working-group/gitops-working-group) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [blog.container-solutions.com: FluxCD, ArgoCD or Jenkins X: Which Is the Right GitOps Tool for You? 🌟](https://blog.container-solutions.com/fluxcd-argocd-jenkins-x-gitops-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [cloudogu.com: Automation Assistants: GitOps tools in comparison 🌟](https://platform.cloudogu.com/en/blog/gitops-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [searchitoperations.techtarget.com: GitOps pros grapple with Kubernetes configuration management. GitOps users seek ideal Kubernetes config tool 🌟](https://www.techtarget.com/searchitoperations/news/252492459/GitOps-pros-grapple-with-Kubernetes-configuration-management) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [openshift.com: Announcing OpenShift GitOps](https://www.redhat.com/en/blog/announcing-openshift-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [openshift.com: OpenShift Pipelines and OpenShift GitOps are now Generally Available 🌟](https://www.redhat.com/en/blog/openshift-pipelines-and-openshift-gitops-are-now-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [weave.works: Weave Kubernetes Platform (WKP) Unlocks Cross Team Collaboration with Workspaces](https://www.weave.works/blog/wkp-team-workspaces-rbac) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [vimeo.com: Weaveworks - Hybrid and Multi-Cloud Strategies for Kubernetes with GitOps](https://vimeo.com/516520492) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Red Hat Delivers Full GitOps CI/CD Built on Tekton and Argo](https://thenewstack.io/red-hat-delivers-full-gitops-ci-cd-built-on-tekton-and-argo) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [redhat.com: Red Hat Makes DevOps a Reality with OpenShift GitOps and OpenShift Pipelines 🌟](https://www.redhat.com/en/about/press-releases/red-hat-makes-devops-reality-openshift-gitops-and-openshift-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: Weave GitOps Core Integrates Git with Kubernetes](https://thenewstack.io/weave-gitops-core-integrates-git-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: KubeStack: Towards Full-Stack GitOps](https://thenewstack.io/kubestack-towards-full-stack-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [containerjournal.com: When Kubernetes-as-a-Service Doesn’t Cut It](https://cloudnativenow.com/features/when-kubernetes-as-a-service-doesnt-cut-it) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [mirantis.com: How to install Kubernetes with Kubeadm: A quick and dirty guide](https://www.mirantis.com/blog/how-install-kubernetes-kubeadm) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [blog.radwell.codes: Provisioning Single-node Kubernetes Cluster using kubeadm on Ubuntu 20.04](https://blog.radwell.codes/2021/05/provisioning-single-node-kubernetes-cluster-using-kubeadm-on-ubuntu-20-04) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [thenewstack.io: How to Deploy Kubernetes with Kubeadm and containerd](https://thenewstack.io/how-to-deploy-kubernetes-with-kubeadm-and-containerd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [Kubernetes the Hard Way: Azure Edition](https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [adamtheautomator.com/kubespray: Conquer Kubernetes Clusters with Ansible Kubespray](https://adamtheautomator.com/kubespray) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [thenewstack.io: Cluster API Offers a Way to Manage Multiple Kubernetes Deployments](https://thenewstack.io/cluster-api-offers-a-way-to-manage-multiple-kubernetes-deployments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [weave.works: Manage Thousands of Clusters with GitOps and the Cluster API](https://www.weave.works/blog/manage-thousands-of-clusters-with-gitops-and-the-cluster-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [piotrminkowski.com: Create and Manage Kubernetes Clusters with Cluster API and ArgoCD](https://piotrminkowski.com/2021/12/03/create-kubernetes-clusters-with-cluster-api-and-argocd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [thenewstack.io: Provision Bare-Metal Kubernetes with the Cluster API](https://thenewstack.io/provision-bare-metal-kubernetes-with-the-cluster-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [acloudguru.com: Which Kubernetes distribution is right for you?](https://www.pluralsight.com/resources/blog/cloud/which-kubernetes-distribution-is-right-for-you) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [Kubernetes productivity tips and tricks 🌟](https://www.theodo.com/en-fr/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [**KubeFed Operator**](https://operatorhub.io/operator/kubefed-operator) [COMMUNITY-TOOL] [LEGACY] [GO CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2021)** [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) 🌟](https://blackbird.a8r.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./scaffolding.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)** [searchitoperations.techtarget.com: CNCF policy-as-code project bridges Kubernetes security gaps](https://www.techtarget.com/searchitoperations/news/252505548/CNCF-policy-as-code-project-bridges-Kubernetes-security-gaps) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [cloud.redhat.com: Automate Your Security Practices and Policies on OpenShift With Kyverno 🌟](https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [youtube: The Rise of Kubernetes Policy Engine | Ep 57](https://www.youtube.com/watch?v=0TvhTXddRGE) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [Apolicy](https://www.sysdig.com) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [sysdig.com: Sysdig and Apolicy join forces to help customers secure Infrastructure As Code and automate remediation](https://www.sysdig.com/blog/sysdig-and-apolicy-join-forces-to-help-customer-secure-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' 🌟](https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [sesin.at: Securing Kubernetes with Kyverno: How to Protect Your Users From' Themselves by Ritesh Patel](https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect-your-users-from-themselves-by-ritesh-patel) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps' (Magalix)](https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [dev.to: Using Kyverno To Enforce EKS Best Practices](https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [squadcast.com: Kyverno - Policy Management in Kubernetes 🌟](https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [nirmata.com: Introducing Kyverno 1.4.2: Trusted And More Efficient!](https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient) [COMMUNITY-TOOL] [GO 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)*
-  - **(2021)** [kubermatic.com: Using Open Policy Agent With Kubermatic Kubernetes Platform](https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [thenewstack.io: Yor Automates Tagging for Infrastructure as Code](https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [nirmata.com: Kubernetes Supply Chain Policy Management with Cosign and Kyverno](https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [dev.to: Default Kyverno Policies for OpenEBS](https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [thenewstack.io: 5 Best Practices to Back up Kubernetes](https://thenewstack.io/5-best-practices-to-back-up-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [goharbor.io: Deploy Harbor with the Quick Installation Script](https://goharbor.io/docs/2.0.0/install-config/quick-install-script) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [Devopscube.com: Setup Nexus Kubernetes 🌟](https://devopscube.com/setup-nexus-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [JFrog Artifactory: Your Kubernetes Registry](https://jfrog.com/blog/jfrog-artifactory-kubernetes-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [jfrog.com: What Artifactory as your kubernetes docker registry means to you](https://jfrog.com/integrations/kubernetes-docker-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [The JFrog journey to kubernetes: best practices for taking your containers all the way to production](https://jfrog.com/whitepaper/the-jfrog-journey-to-kubernetes-best-practices-for-taking-your-containers-all-the-way-to-production) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [seekingalpha.com: JFrog Reminds Me Of MongoDB](https://seekingalpha.com/article/4427517-jfrog-reminds-me-of-mongodb) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [thenewstack.io: Chaos Engineering Is Not Just for Ops](https://thenewstack.io/chaos-engineering-is-not-just-for-ops) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Why Chaos Engineering Isn’t Just for Operations](https://thenewstack.io/why-chaos-engineering-isnt-just-for-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Chaos Engineering Made Simple](https://thenewstack.io/chaos-engineering-made-simple) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [aws.amazon.com: Verify the resilience of your workloads using Chaos Engineering](https://aws.amazon.com/blogs/architecture/verify-the-resilience-of-your-workloads-using-chaos-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [aws.amazon.com: Chaos Engineering with LitmusChaos on Amazon EKS](https://aws.amazon.com/blogs/containers/chaos-engineering-with-litmuschaos-on-amazon-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [Azure Chaos Studio](https://azure.microsoft.com/en-us/products/chaos-studio) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [aws.amazon.com: Automating and Scaling Chaos Engineering using AWS Fault Injection Simulator](https://aws.amazon.com/blogs/industries/automating-and-scaling-chaos-engineering-using-aws-fault-injection-simulator) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [blog.palark.com: Attaining harmony of chaos in Kubernetes with Chaos Mesh](https://palark.com/blog/chaos-mesh-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Using Chaos Engineering to Improve the Resilience of Stateful Applications on Kubernetes](https://thenewstack.io/using-chaos-engineering-to-improve-the-resilience-of-stateful-applications-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(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€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [pingcap.com: chaos-mesh-action: Integrate Chaos Engineering into Your CI](https://www.pingcap.com/blog/chaos-mesh-action-integrate-chaos-engineering-into-your-ci) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Chaos Engineering Progressively Moves to Production](https://thenewstack.io/chaos-engineering-progressively-moves-to-production) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [opensource.com: 5 lessons I learned about chaos engineering for Kubernetes](https://opensource.com/article/21/10/chaos-engineering-kubernetes-ebook) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Use Chaos Engineering to Strengthen Your Incident Response](https://thenewstack.io/use-chaos-engineering-to-strengthen-your-incident-response) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [blog.flant.com: Open Source solutions for chaos engineering in Kubernetes](https://palark.com/blog/chaos-engineering-in-kubernetes-open-source-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [blog.container-solutions.com: Comparing Chaos Engineering Tools for Kubernetes Workloads](https://blog.container-solutions.com/comparing-chaos-engineering-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [BuggyApp: Simulate performance problems](https://buggyapp.ycrash.io) [COMMUNITY-TOOL] [JAVA / ENGLISH CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [thenewstack.io: Breaking Serverless on Purpose with Chaos Engineering](https://thenewstack.io/breaking-serverless-on-purpose-with-chaos-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2021)** [cloudonaut.io: Getting Started with Free Templates for AWS CloudFormation](https://cloudonaut.io/getting-started-with-aws-cf-templates) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [Use Git pre-commit hooks to avoid AWS CloudFormation errors](https://aws.amazon.com/es/blogs/infrastructure-and-automation/use-git-pre-commit-hooks-avoid-aws-cloudformation-errors) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [Introducing a Public Registry for AWS CloudFormation](https://aws.amazon.com/es/blogs/aws/introducing-a-public-registry-for-aws-cloudformation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [luminousmen.com: A very quick introduction to the pain of AWS CloudFormation](https://luminousmen.com/post/a-very-quick-introduction-to-the-pain-of-aws-cloudformation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - **(2021)** [devops.com: Clubhouse Becomes Shortcut to Transform Software Project Management](https://devops.com/clubhouse-becomes-shortcut-to-transform-software-project-management) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [entrepreneur.com: Which Project Management Timeline Tool Is Right for Your Team?](https://www.entrepreneur.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [makeuseof.com: The 8 Best Open-Source Project Management Software](https://www.makeuseof.com/best-open-source-project-management-software) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [opensource.com: 5 open source alternatives to Zoom](https://opensource.com/article/21/9/alternatives-zoom) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [thenewstack.io: Swimm Helps New Dev Hires Stay Afloat with Continuous Documentation](https://thenewstack.io/swimm-helps-new-dev-hires-stay-afloat-with-continuous-documentation) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [opensource.com: A guide to simplifying invoicing with this open source tool](https://opensource.com/article/21/7/open-source-invoicing-po) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)*
-  - **(2021)** [docs.planetscale.com: The PlanetScale workflow 🌟](https://planetscale.com/docs/vitess/best-practices) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2021)** [piotrminkowski.com: Blue-green deployment with a database on Kubernetes 🌟](https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2021)** [linkedin/pulse: Is France the European El Dorado for Freelancing?](https://www.linkedin.com/pulse/france-european-el-dorado-freelancing-quentin-debavelaere) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [genbeta.com: Siete webs (explicadas a fondo) donde encontrar trabajo freelance o autΓ³nomo por si te niegas a volver a la oficina](https://www.genbeta.com/web/siete-webs-explicadas-a-fondo-donde-encontrar-trabajo-freelance-autonomo-te-niegas-a-volver-a-oficina) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [diariocordoba.com: Β«Ser autΓ³nomo en EspaΓ±a sigue siendo una profesiΓ³n de riesgoΒ»](https://www.diariocordoba.com/cordoba-ciudad/2021/12/26/autonomo-espana-sigue-profesion-riesgo-61023753.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [noticiastrabajo.es: AsΓ­ pueden los autΓ³nomos retrasar el pago de los intereses de los crΓ©ditos ICO](https://noticiastrabajo.huffingtonpost.es/como-deben-autonomos-retrasar-pago-intereses-creditos-ico) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [autonomosyemprendedor.es: Los autΓ³nomos no sΓ³lo deben presentar el IVA en octubre, hay mΓ‘s obligaciones tributarias este mes](https://www.autonomosyemprendedor.es/articulo/finanzas-personales/autonomos-solo-deben-presentar-iva-octubre-mas-obligaciones-tributarias-mes/20210927125637025167.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [blog.xolo.io: ΒΏEs rentable ser autΓ³nomo en EspaΓ±a?](https://blog.xolo.io/es/es-rentable-ser-aut%C3%B3nomo-en-espa%C3%B1a) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [youtube: Freelance vs Empleo como Programador | midulive](https://www.youtube.com/watch?v=81VnO4puNkg) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - **(2021)** [Amazon Managed Grafana Is Now Generally Available with Many New Features](https://aws.amazon.com/blogs/aws/amazon-managed-grafana-is-now-generally-available-with-many-new-features) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [murchie85.github.io: Installling minikube](https://murchie85.github.io/Kubernetes.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [itnext.io: Run Kubernetes On Your Machine](https://itnext.io/run-kubernetes-on-your-machine-7ee463af21a2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [itnext.io: Kubernetes in a box](https://itnext.io/kubernetes-in-a-box-7a146ba9f681) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [itnext.io: Kubernetes local playground alternatives](https://itnext.io/kubernetes-local-playground-alternatives-e1a590632b9f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [blog.radwell.codes: What’s the best Kubernetes distribution for local environments? 🌟](https://blog.radwell.codes/2021/05/best-kubernetes-distribution-for-local-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.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)*
-  - **(2021)** [store.docker.com: Docker Community Edition EDGE with kubernetes. Installing Kubernetes using the Docker Client](https://docs.docker.com/desktop/setup/install/windows-install) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [padok.fr: MiniKube, Kubeadm, Kind, K3S, how to get started on Kubernetes?](https://www.theodo.com/en-fr/blog/kubernetes-technologies-kubeadm-vs-minikube-kind-and-k3s) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [blog.flant.com: Small Kubernetes for your local experiments: k0s, MicroK8s, kind, k3s, and Minikube](https://palark.com/blog/small-local-kubernetes-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [loft.sh: Kubernetes Development Environments – A Comparison](https://website.vcluster.com/blog/kubernetes-development-environments-a-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [loft.sh: Skaffold vs Tilt vs DevSpace](https://www.vcluster.com/blog/skaffold-vs-tilt-vs-devspace) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [infracloud.io: Build and deploy Kubernetes apps with Skaffold](https://www.infracloud.io/blogs/skaffold-usecases) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [dev.to: How to Simplify Your Local Kubernetes Development With Skaffold](https://dev.to/otomato_io/local-kubernetes-development-with-skaffold-i0k) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [loft.sh: Checklist for Kubernetes-Based Development 🌟](https://www.vcluster.com/blog/checklist-for-kubernetes-based-development) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [okteto.com: Kubernetes for Developers Blog Series by Okteto](https://www.okteto.com/blog/kubernetes-basics) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [testingclouds.wordpress.com: Migrating from Docker Compose to Skaffold 🌟](https://testingclouds.wordpress.com/2021/03/09/migrating-from-docker-compose-to-skaffold) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [thenewstack.io: Cloud Native Debugging Challenges: From Local to β€˜Remocal’](https://thenewstack.io/cloud-native-debugging-challenges-from-local-to-remocal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [dev.to/dsudia: How to Integrate Docker & JetBrains into Telepresence](https://dev.to/dsudia/how-to-integrate-docker-jetbrains-into-telepresence-31op) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [threatstack.com: 50 Best AWS CloudWatch Tutorials](https://www.f5.com/company/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.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-monitoring.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-monitoring.md)*
-  - **(2021)** [infoq.com: AWS Introduces Amazon Managed Service for Grafana and Amazon Managed Service for Prometheus](https://www.infoq.com/news/2021/01/aws-grafana-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2021)** [thenewstack.io: Web3 Architecture and How It Compares to Traditional Web Apps](https://thenewstack.io/web3-architecture-and-how-it-compares-to-traditional-web-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./web3.md)*
-  - **(2021)** [wired.com: The Father of Web3 Wants You to Trust Less](https://www.wired.com/story/web3-gavin-wood-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./web3.md)*
-  - **(2021)** [elconfidencial.com: El futuro de internet ya estΓ‘ aquΓ­ y se llama Web3, pero casi nadie sabe de quΓ© se trata](https://www.elconfidencial.com/tecnologia/2021-12-12/el-futuro-de-internet-ya-esta-aqui-y-se-llama-web3-pero-casi-nadie-sabe-lo-que-es_3339244) [COMMUNITY-TOOL] β€” *Go to [Section](./web3.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2021)** [dev.to: Install Docker on Windows (WSL) without Docker Desktop 🌟](https://dev.to/bowmanjd/install-docker-on-windows-wsl-without-docker-desktop-34m9) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2021)** [Understanding Responsibility Assignment Matrix (RACI Matrix)](https://project-management.com/understanding-responsibility-assignment-matrix-raci-matrix) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [rockcontent.com: mejor las responsabilidades con la Matriz RACI](https://analoghq.ai/blog/es/matriz-raci) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [jaumepujolcapllonch.com: La matriz RACI y la asignación de responsabilidades](https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabilidades) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [ewsolutions.com: Worst Project Management Practices](https://www.ewsolutions.com/worst-project-management-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [visual-paradigm.com: Scrum vs Waterfall vs Agile vs Lean vs Kanban](https://www.visual-paradigm.com/scrum/scrum-vs-waterfall-vs-agile-vs-lean-vs-kanban) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [greycampus.com: What's the Difference? Agile vs Scrum vs Waterfall vs Kanban](https://www.greycampus.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [nichesoftware.co.nz: Promotion Driven Development (PDD) 🌟](https://www.nichesoftware.co.nz/2021/05/29/promotion-driven-development.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [blog.asmartbear.com: I hate MVPs. So do your customers. Make it SLC instead 🌟](https://blog.asmartbear.com/slc.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [joelcalifa.com: Tiny Wins](https://joelcalifa.com/blog/tiny-wins) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [lavanguardia.com: Los estilos de liderazgo mΓ‘s apreciados por los empleados](https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [businessinsider.es: "Estoy atrapado en unos hΓ‘bitos poco saludables y me siento abrumado por todo lo que tengo que hacer, ΒΏcΓ³mo puedo aprender a decir no?"](https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe-965459) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [businessinsider.es: AsΓ­ es como tu educaciΓ³n te ha moldeado sutilmente para que nunca consigas ascender en el trabajo](https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [euroresidentes.com: La intimidaciΓ³n verbal en la empresa](https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [New digital course and lab: AWS Cloud Development Kit (CDK) Primer](https://aws.amazon.com/about-aws/whats-new/2021/01/new-digital-course-and-lab-aws-cloud-development-kit-cdk-primer) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-training.md)*
-  - **(2021)** [analyticsindiamag.com: Free Online Resources To Get Started On Cloud Computing](https://analyticsindiamag.com/free-online-resources-to-get-started-on-cloud-computing) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./ChromeDevTools.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)*
-  - **(2021)** [Understanding your AWS Cost Datasets: A Cheat Sheet](https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [softwarebusinessgrowth.com: Parallel System Validation – The End Of DevOps](https://www.varinsights.com/doc/parallel-system-validation-the-end-of-devops-0001) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [synopsys.com: How to integrate automated AST tools in your CI/CD pipeline](https://www.blackduck.com/blog/integrating-automated-ast-tools.html) [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [developers.redhat.com: Automated API testing for the KIE Server](https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2020)** [networkmanagementsoftware.com: Google Cloud Platform (GCP) Networking Fundamentals](https://www.networkmanagementsoftware.com/google-cloud-platform-gcp-networking-fundamentals) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [Google Cloud AppSheet](https://about.appsheet.com/home) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [infoworld.com: Google Cloud AppSheet review: No-code with extras](https://www.infoworld.com/article/2270941/google-cloud-appsheet-review-no-code-with-extras.html) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [kelseyhightower/cmd-tutorial](https://github.com/kelseyhightower/cmd-tutorial) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [itnext.io: Anthos β€” Multi-cluster Management](https://itnext.io/anthos-multi-cluster-management-aa6f2c03120d) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [itnext.io: Ingress for Anthos β€” Multi-cluster Ingress and Global Service Load Balancing](https://itnext.io/ingress-for-anthos-multi-cluster-ingress-and-global-service-load-balancing-c56c57b97e82) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [enterprisersproject.com: DevOps: 5 things teams need from CIOs](https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [opensource.com: 3 critical DevOps concepts we explored in 2020 🌟](https://opensource.com/article/20/12/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [enterprisersproject.com: DevOps: Why shift left goes wrong](https://enterprisersproject.com/article/2020/5/devops-shift-left-why-goes-wrong) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [wardviaene/jenkins-course](https://github.com/wardviaene/jenkins-course) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Configuration as Code of Jenkins (for Kubernetes) 🌟🌟](https://github.com/figaw/configuration-as-code-jenkins-k8s) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [liatrio.com: building with docker using jenkins pipelines](https://www.liatrio.ai/resources/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [towardsdatascience.com: Create your first CI/CD pipeline with Jenkins and GitHub](https://towardsdatascience.com/create-your-first-ci-cd-pipeline-with-jenkins-and-github-6aefe21c9240) [COMMUNITY-TOOL] 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)** [piotrminkowski.com: GitLab CI/CD on Kubernetes](https://piotrminkowski.com/2020/10/19/gitlab-ci-cd-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [wardviaene/advanced-kubernetes-course/spinnaker 🌟](https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [imperialwicket/spinnaker-demo](https://github.com/imperialwicket/spinnaker-demo) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [codeburst.io: getting started with kubernetes, deploy a docker container in 5 minutes](https://codeburst.io/getting-started-with-kubernetes-deploy-a-docker-container-with-kubernetes-in-5-minutes-eb4be0e96370) [COMMUNITY-TOOL] [GUIDE] [YAML/SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.scottlowe.org: Using kubectl via an SSH Tunnel](https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on OpenShift](https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management](https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management to Deploy on Multiple Clusters 🌟](https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [rromannissen/rhoar-microservices-demo: GitOps for Microservices with Red' Hat Runtimes demo](https://github.com/rromannissen/rhoar-microservices-demo) [COMMUNITY-TOOL] [JAVA / YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Build a Go application using OpenShift Pipelines](https://developers.redhat.com/blog/2020/05/26/build-a-go-application-using-openshift-pipelines) [COMMUNITY-TOOL] [YAML / GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Set up continuous integration for .NET Core with OpenShift Pipelines](https://developers.redhat.com/blog/2020/09/24/set-up-continuous-integration-for-net-core-with-openshift-pipelines) [COMMUNITY-TOOL] [YAML / C# CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: Guide to OpenShift Pipelines Part 1 - Introducing OpenShift Pipelines](https://www.redhat.com/en/blog/guide-to-openshift-pipelines-part-1-introducing-openshift-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [alesnosek.com: CI/CD Pipeline Spanning Multiple OpenShift Clusters (jenkins & tekton)](https://alesnosek.com/blog/2020/06/30/ci-slash-cd-pipeline-spanning-multiple-openshift-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [kailashyogeshwar.medium.com: How we implemented Reusable CI/CD Pipeline using Git and Tekton](https://kailashyogeshwar.medium.com/how-we-implemented-reusable-ci-cd-pipeline-using-git-and-tekton-503bed91975b) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Migration Toolkit for Applications Demo - June 2020](https://www.youtube.com/watch?v=mRCz6Jl0Ds8&feature=youtu.be) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: Build a Kubernetes Minecraft server with Ansible's Helm modules](https://opensource.com/article/20/10/kubernetes-minecraft-ansible) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster](https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [itnext.io: Up and running out of the cloud β€” How to setup the Masters using kubeadm bootstrap](https://itnext.io/kubernetes-journey-up-and-running-out-of-the-cloud-how-to-setup-the-masters-using-kubeadm-9a496a14fbc1) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [piotrminkowski.com: RabbitMQ Monitoring on Kubernetes](https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [nfrankel/jvm-controller](https://github.com/nfrankel/jvm-controller) [COMMUNITY-TOOL] [KOTLIN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [dev.to: Django on K8s (Part 0: Introduction)](https://dev.to/mkalioby/django-apps-on-kubernetes-2edo) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [piotrminkowski.com: Spring Boot on Kubernetes with Buildpacks and Skaffold 🌟](https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage' Demo](https://github.com/jbossdemocentral/rhpam7-mortgage-demo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Develop and test a Quarkus client on Red Hat CodeReady Containers with Red Hat Data Grid 8.0](https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [dev.to: Implementing a simple K8s admission controller in Go](https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [youtube: Deploy Docker image to Kubernetes Cluster | CI-CD for Azure Kubernetes Service | Mohamed Radwan - DevOps](https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedRadwan-DevOps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [CI/CD for Kubernetes through a Spring Boot example (Banzai Cloud CI/CD)](https://teletype.in/@sravancynixit/CcwqFANxY) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Deploy a Rancher Cluster with GitLab CI and Terraform](https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Kubernetes CKAD Example Exam Questions Practical Challenge Series](https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.alexellis.io: A bit of Istio before tea-time](https://blog.alexellis.io/a-bit-of-istio-before-tea-time) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [A Complete Step by Step Guide to Implementing a GitOps Workflow with Flux 🌟](https://managedkube.com/gitops/flux/weaveworks/guide/tutorial/2020/05/01/a-complete-step-by-step-guide-to-implementing-a-gitops-workflow-with-flux.html) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: From code to production with OpenShift Pipelines and Argo CD](https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 1](https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: Introduction to Tekton and Argo CD for multicluster development](https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [youtube: Exploring The Cloud-native Kubernetes CI/CD Pipeline Tool Landscape](https://www.youtube.com/watch?v=5XWwjyikWMQ&feature=emb_logo&ab_channel=Konveyor) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD](https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [vzilla.co.uk: GitOps - Getting started with ArgoCD](https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/openshiftdemos 🌟](https://github.com/openshiftdemos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [schabell.org: CodeReady Containers - Building a Cloud-Native Human Resources Process](https://www.schabell.org/2020/10/codeready-containers-building-cloud-native-hr-process.html) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [youtube: CodeReady Containers - Easy OpenShift Container Platform 4.5 Installation](https://www.youtube.com/watch?v=CJMdSQVFVik) [COMMUNITY-TOOL] 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)** [Deploying PostgreSQL in MiniShift/OpenShift 3](https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative](https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: A guide to Terraform for Kubernetes beginners](https://opensource.com/article/20/7/terraform-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [itnext.io: Deploy Argo CD with Ingress and TLS in Three Steps: No YAML Yak Shaving Required 🌟](https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Advanced Cluster Management Demos](https://www.youtube.com/playlist?list=PLbMP1JcGBmSFA56rykbH2fg1F9Tozk4of) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.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)** [opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity of Kubernetes Resources with Signature](https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature) [COMMUNITY-TOOL] [GO 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)** [aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and consume Python artifacts](https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact) [COMMUNITY-TOOL] [PYTHON 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)** [HTTP-based Kafka messaging with Red Hat AMQ Streams](https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.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)** [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)** [LerryAlexander: Postman + Newman API Automated Tests running on a Jenkins' Pipeline 🌟](https://github.com/LerryAlexander/postman_jenkins_api_tests) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/redhat-developer-demos/spring-petclinic 🌟](https://github.com/redhat-developer-demos/spring-petclinic) [COMMUNITY-TOOL] [JAVA 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: 5 Steps to Hosting Your Application on Amazon Cloud Container Service](https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/unitypark/aws-serverless-demos](https://github.com/unitypark/aws-serverless-demos) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [gitlab.com: Red Hat Process Automation Manager - Signal Marketing Demo](https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [cio.com: Make Better AI Infrastructure Decisions: Why Hybrid Cloud is a Solid Fit 🌟](https://www.cio.com/article/350337/make-better-ai-infrastructure-decisions-why-hybrid-cloud-is-a-solid-fit.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - **(2020)** [poloclub.github.io: What is a Convolutional Neural Network?](https://poloclub.github.io/cnn-explainer) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2020)** [10 most common mistakes when using Kubernetes](https://blog.pipetail.io/posts/2020-05-04-most-common-mistakes-k8s) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dbafromthecold.com: Adjusting pod eviction time in Kubernetes](https://dbafromthecold.com/2020/04/08/adjusting-pod-eviction-time-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [enterprisersproject.com: Managing Kubernetes resources: 5 things to remember](https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-things-remember) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blog.lukechannings.com: Mistakes made and lessons learned with Kubernetes and GitOps](https://lukechannings.com/blog/2020-05-10-kubernetes-gitops-lessons) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [enterprisersproject.com: Kubernetes: Everything you need to know (2020) 🌟](https://enterprisersproject.com/article/2020/4/kubernetes-everything-you-need-know) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: Explaining Kubernetes in 10 minutes using an analogy](https://opensource.com/article/20/7/kubernetes-analogy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [infoworld.com: How Kubernetes works](https://www.infoworld.com/article/2265488/how-kubernetes-works.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [sysdig.com: Kubernetes admission controllers in 5 minutes](https://www.sysdig.com/blog/kubernetes-admission-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [pradeepl.com: Introduction to Kubernetes Admission Controllers](https://pradeepl.com/blog/kubernetes/introduction-to-kubernetes-admission-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blog.nillsf.com: How to run your own admission controller on Kubernetes](https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-controller-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [kubernetes.io: Introducing Hierarchical Namespaces](https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [itnext.io: Kubernetes: what are Endpoints](https://itnext.io/kubernetes-what-are-endpoints-3cc9e769b614) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [learnsteps.com: How exactly kube-proxy works: Basics on Kubernetes](https://www.learnsteps.com/how-exactly-kube-proxy-works-basics-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.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)*
-  - **(2020)** [itnexst.io: Docker and Kubernetes β€” root vs. privileged](https://itnext.io/docker-and-kubernetes-root-vs-privileged-9d2a37453dec) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [kubelist.com/podcast: The Kubelist Podcast](https://kubelist.com/podcast) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [4 trends for Kubernetes cloud-native teams to watch in 2020](https://www.techtarget.com/searchapparchitecture/tip/4-trends-for-Kubernetes-cloud-native-teams-to-watch-in-2020) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blog.container-solutions.com: 7 Cloud Native Trends to Watch in 2020](https://blog.container-solutions.com/7-cloud-native-trends-to-watch-in-2020) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Creating a Kubernetes cloud provider, doesn't required boiling the ocean](https://thebsdbox.co.uk/2020/03/18/Creating-a-Kubernetes-cloud-doesn-t-required-boiling-the-ocean) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [revistacloudcomputing.com: Los mejores proveedores de Kubernetes](https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kubernetes) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [kubernetes.io: Don't Panic: Kubernetes and Docker](https://kubernetes.io/blog/2020/12/02/dont-panic-kubernetes-and-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [redhat.com: Building containers by hand: The PID namespace](https://www.redhat.com/en/blog/pid-namespace) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: 5 ways to boost your Kubernetes knowledge](https://opensource.com/article/20/6/kubernetes-anniversary) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [srcco.de: Zalando - Many Kubernetes Clusters instead of 1 huge cluster](https://srcco.de/posts/many-kubernetes-clusters.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [blocksandfiles.com: Kubernetes is in a bit of state about state](https://www.blocksandfiles.com/container-storage/2020/07/21/kubernetes-is-in-a-bit-of-state-about-state/1612337) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dustinspecker.com: Scaling Kubernetes Pods using Prometheus Metrics 🌟](https://dustinspecker.com/posts/scaling-kubernetes-pods-prometheus-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Kubernetes 101](https://leanpub.com/kubernetes-101) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Kubernetes Tutorial: Learn the Basics](https://dev.to/scalyr/kubernetes-tutorial-learn-the-basics-and-get-started-5dgh) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Complete Kubernetes Course](https://www.youtube.com/watch?v=0KQndcIedeg) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [javarevisited.blogspot.com: Top 5 courses to Learn Docker and Kubernetes in 2020 - Best of Lot](https://javarevisited.blogspot.com/2019/05/top-5-courses-to-learn-docker-and-kubernetes-for-devops.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [returngis.net: Organizar los pods en Kubernetes usando taints y tolerations](https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints-y-tolerations) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [returngis.net: Pruebas de vida de nuestros contenedores en Kubernetes](https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-kubernetes) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [andrewlock.net: Deploying ASP.NET Core applications to Kubernetes - Part 6 - Adding health checks with Liveness, Readiness, and Startup probes](https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-6-adding-health-checks-with-liveness-readiness-and-startup-probes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dev.to/otomato_io: Liveness Probes: Feel the Pulse of the App](https://dev.to/otomato_io/liveness-probes-feel-the-pulse-of-the-app-133e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [hackernoon.com: Kubernetes Resource Quotas](https://hackernoon.com/kubernetes-resource-quotas) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: How the Kubernetes scheduler works](https://opensource.com/article/20/11/kubernetes-scheduler) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [opensource.com: 3 ways Kubernetes optimizes your IT budget](https://opensource.com/article/20/12/it-budget-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [dev.to: Creating a Custom Resource Definition In Kubernetes | Michael Levan](https://dev.to/thenjdevopsguy/creating-a-custom-resource-definition-in-kubernetes-2k7o) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [thenewstack.io: Introducing CloneSet: A Production-Grade Kubernetes Deployment CRD](https://thenewstack.io/introducing-cloneset-production-grade-kubernetes-deployment-crd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [Container Security](https://www.amazon.com/gp/product/1492056707) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [infoq.com: cdk-terraform - Cloud Development Kit Can Now Generate Terraform Configurations Using TypeScript and Python](https://www.infoq.com/news/2020/07/cdk-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [Terraform 0.13 Beta released!](https://discuss.hashicorp.com/t/terraform-0-13-beta-released/9555) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [env0.com: We’re Opensourcing Terratag to Make Multicloud Resource Tagging Easier](https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [Terraform, can you keep a secret?](https://cloudonaut.io/terraform-can-you-keep-a-secret) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform Operator](https://www.infoq.com/news/2020/04/terraform-operator-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [Global K3s Deployment on Packet Baremetal 🌟](https://github.com/c0dyhi11/k3s-linkerd) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [Announcing Databricks Labs Terraform integration on AWS and Azure](https://www.databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [kubernetes.io blog: Working with Terraform and Kubernetes](https://kubernetes.io/blog/2020/06/working-with-terraform-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [itnext.io: Terraform: don’t use kubernetes provider with your cluster resource! 🌟](https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resource-d8ec5319d14a) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [openshift.com: 8 Answers to 7 OpenShift Questions 🌟](https://www.redhat.com/en/blog/8-answers-to-7-openshift-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [openshift.com: Deploy a multi-master OKD 4.5 cluster using a single command in ~30 minutes](https://www.redhat.com/en/blog/deploy-a-multi-master-okd-4.5-cluster-using-a-single-command-in-30-minutes) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [OpenShift 4 on AWS Quick Starts 🌟](https://aws.amazon.com/blogs/opensource/openshift-4-on-aws-quick-start) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube: Installing OpenShift 4 on AWS with operatorhub.io integration 🌟](https://www.youtube.com/watch?v=kQJxGtsqphk) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube: OpenShift on Google Cloud, AWS, Azure and localhost](https://www.youtube.com/watch?v=G-baPg3XhBo) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [operatorhub.io/operator/quay](https://operatorhub.io/operator/quay) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube: OpenShift 4 OAuth Identity Providers](https://www.youtube.com/watch?v=eFxFtUpAT9s) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Deploy and bind enterprise-grade microservices with Kubernetes Operators](https://developers.redhat.com/blog/2020/05/18/deploy-and-bind-enterprise-grade-microservices-with-kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Openshift 4 image builds](https://www.redhat.com/en/blog/openshift-4-image-builds) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [schabell.org: How to setup OpenShift Container Platform 4.5 on your local machine in minutes](https://www.schabell.org/2020/09/how-to-setup-openshift-container-platform-45.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.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)** [redhat.com: How to run a Kubernetes cluster on your laptop 🌟](https://www.redhat.com/en/blog/kubernetes-cluster-laptop) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [containerjournal.com: Red Hat Simplifies Kubernetes Cluster Management](https://cloudnativenow.com/features/red-hat-simplifies-kubernetes-cluster-management) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [containerjournal.com: Red Hat Delivers Latest Kubernetes Enhancements](https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-delivers-latest-kubernetes-enhancements) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube.com: OKD4](https://www.youtube.com/watch?v=_nl-45ulj1s) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube.com: How To Install OKD4 on GCP - Vadim Rutkovsky (Red Hat)](https://www.youtube.com/watch?v=2UwQD0diUxk) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [dustymabe.com: OpenShift OKD on Fedora CoreOS on DigitalOcean Part 4: Recorded Demo](https://dustymabe.com/2020/09/28/openshift-okd-on-fedora-coreos-on-digitalocean-part-4-recorded-demo) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [blog.openshift.com: Migrating your applications to OpenShift 4 🌟](https://www.redhat.com/en/blog/migrating-your-applications-to-openshift-4) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Top Kubernetes Operators](https://www.redhat.com/en/blog/top-kubernetes-operators-advancing-across-the-operator-capability-model) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube playlist: London 2020 | OpenShift Commons Gathering 🌟](https://www.youtube.com/playlist?list=PLaR6Rq6Z4Iqcy9rg0JF6SCFst5lyyftQ-) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Using Third Party Network Operators with OpenShift](https://app.gitbook.com/o/-LbOdudvkdYwKCQYAHS8/s/RrlyoCHlF8LNFTvw74mT) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [cloud.redhat.com: A Guide to Ingress Controllers in OpenShift using IPI](https://www.redhat.com/en/blog/a-guide-to-ingress-controllers-in-openshift) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: How to install CodeReady Workspaces in a restricted OpenShift 4 environment](https://developers.redhat.com/blog/2020/06/12/how-to-install-codeready-workspaces-in-a-restricted-openshift-4-environment) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: 5 tips for developing Kubernetes Operators with the new Operator SDK](https://developers.redhat.com/blog/2020/09/11/5-tips-for-developing-kubernetes-operators-with-the-new-operator-sdk) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [blog.openshift.com: Introducing Red Hat OpenShift 4.3 to Enhance Kubernetes Security 🌟](https://www.redhat.com/en/blog/introducing-red-hat-openshift-4-3-to-enhance-kubernetes-security) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Serverless applications made faster and simpler with **OpenShift Serverless GA**](https://developers.redhat.com/blog/2020/04/30/serverless-applications-made-faster-and-simpler-with-openshift-serverless-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [youtube](https://www.youtube.com/watch?v=6NM6sqXIsoA) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: Building Kubernetes applications on OpenShift with Red Hat Marketplace](https://developers.redhat.com/blog/2020/04/27/building-kubernetes-applications-on-openshift-with-red-hat-marketplace) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [kubestone.io](https://kubestone.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [operatorhub.io: kubestone](https://operatorhub.io/operator/kubestone) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [blog.openshift.com: Tech Preview: Get visibility into your OpenShift costs across your hybrid infrastructure 🌟](https://www.redhat.com/en/blog/tech-preview-get-visibility-into-your-openshift-costs-across-your-hybrid-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: Operator pattern: REST API for Kubernetes and Red Hat OpenShift 🌟](https://developers.redhat.com/blog/2020/01/22/operator-pattern-rest-api-for-kubernetes-and-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [openshift.com: Keep Your Applications Secure With Automatic Rebuilds](https://www.redhat.com/en/blog/keep-your-applications-secure-with-automatic-rebuilds) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [Migrate your Java apps to containers with Migration Toolkit for Applications 5.0](https://developers.redhat.com/blog/2020/09/04/migrate-your-java-apps-to-containers-with-migration-toolkit-for-applications-5-0) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [RHAMT in Github Actions](https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [google.com/site/mrxpalmeiras: Ansible Cheat Sheet 🌟](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S-1707972940%3A1779029132636791&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PaujYnU1vHeNQrrR9IV_P56nGiUWnqqM_hG1PBGMZyTXDsxITg7865jvpdfY8gDYaRf3YwR5Kw) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2020)** [developers.redhat.com: Skupper.io: Let your services communicate across Kubernetes clusters](https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [blog.openshift.com: Troubleshooting OpenShift network performance with a netperf DaemonSet](https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [openshift.com: Introducing Red Hat OpenShift Service on AWS](https://www.redhat.com/en/blog/introducing-red-hat-openshift-service-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [freecodecamp.org: Serverless is cheaper, not simpler](https://www.freecodecamp.org/news/serverless-is-cheaper-not-simpler-a10c4fc30e49) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [developers.redhat.com: Orchestrate event-driven, distributed services with Serverless Workflow and Kubernetes](https://developers.redhat.com/blog/2020/11/26/event-driven-distributed-service-orchestration-with-serverless-workflow) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [theregister.com: Microservices guru says think serverless, not Kubernetes: You don't want to manage 'a towering edifice of stuff'](https://www.theregister.com/software/2020/09/22/microservices-guru-says-think-serverless-not-kubernetes-you-dont-want-to-manage-a-towering-edifice-of-stuff/353334) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [youtube.com: SwaggerHub 101 An Introduction to Getting Started with SwaggerHub](https://www.youtube.com/watch?v=CoUl9_NWdqQ) [COMMUNITY-TOOL] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2020)** [jonnylangefeld.com: Kubernetes: How to View Swagger UI](https://jonnylangefeld.com/blog/kubernetes-how-to-view-swagger-ui) [COMMUNITY-TOOL] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2020)** [Windows Docker Agent Images: General Availability 🌟](https://www.jenkins.io/blog/2020/05/11/docker-windows-agents) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [WebSocket support in now available for Jenkins CLI and agent networking!](https://www.jenkins.io/blog/2020/02/02/web-socket) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [webhookrelay.com: Receive Github webhooks on Jenkins without public IP 🌟](https://webhookrelay.com/blog/github-jenkins-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [aws.amazon.com/blogs: Why Jenkins still continuously serves developers 🌟](https://aws.amazon.com/blogs/opensource/why-jenkins-still-continuously-serves-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [itnext.io: Jenkins: running workers in Kubernetes and Docker images build](https://itnext.io/jenkins-running-workers-in-kubernetes-and-docker-images-build-83299a10f3ca) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [SCM Filter Jervis YAML Plugin](https://plugins.jenkins.io/scm-filter-jervis) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [youtube.com: CloudBeesTV - How to Monitor Jenkins With Grafana and Prometheus 🌟](https://www.youtube.com/watch?v=3H9eNIf9KZs&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [External Fingerprint Storage Phase-1 Updates](https://www.jenkins.io/blog/2020/06/27/external-fingerprint-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Redis Fingerprint Storage Plugin](https://github.com/jenkinsci/redis-fingerprint-storage-plugin) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [code-maze.com: ci jenkins docker](https://code-maze.com/ci-jenkins-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [rollout.io: CloudBees Rollout Tutorial: Feature Flagging in your React Native App in 5 minutes](https://www.cloudbees.com/blog/rollout-tutorial-feature-flagging-your-react-native-app-5-minutes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [blogs.sap.com: CI/CD Tools for SAP Cloud Platform ABAP Environment](https://blogs.sap.com/2020/10/22/ci-cd-tools-for-sap-cloud-platform-abap-environment) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [slideshare.net: Jeff Geerling - Jenkins or: How I learned to stop worrying and love automation 🌟](https://www.slideshare.net/geerlingguy/jenkins-or-how-i-learned-to-stop-worrying-and-love-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [riptutorial.com: Learning Jenkins](https://riptutorial.com/ebook/jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [jenkins.io: Document Jenkins on Kubernetes: Installing Jenkins on Kubernetes Documentation Release 🌟](https://www.jenkins.io/blog/2020/11/05/installing-jenkins-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.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)** [cloudbees.com: Top 10 Best Practices for Jenkins Pipeline Plugin 🌟🌟](https://www.cloudbees.com/blog/top-10-best-practices-jenkins-pipeline-plugin) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [A sustainable pattern with shared library 🌟](https://www.jenkins.io/blog/2020/10/21/a-sustainable-pattern-with-shared-library) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [tomd.xyz: Jenkins shared library: tutorial with examples 🌟](https://tomd.xyz/jenkins-shared-library) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [JEP-224: System Read permission: Improve experience of Jenkins Configuration-as-Code users](https://www.jenkins.io/events/online-hackfest/2020-uiux) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Read-only Jenkins Configuration 🌟](https://www.jenkins.io/blog/2020/05/25/read-only-jenkins-announcement) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [cloudbees.com: Troubleshooting Jenkins Performance: Kubernetes Edition - Part 1 (2020) 🌟](https://www.cloudbees.com/blog/apm-tools-jenkins-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [cloudbees.com: Troubleshooting Jenkins Performance: Kubernetes Edition - Part 2 (2020) 🌟](https://www.cloudbees.com/blog/application-performance-monitoring-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [In this presentation](https://www.meetup.com/jenkins-online-meetup/events/270630108) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 1](https://devm.io/microservices/cicd-microservices-docker-162408) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [redhat.com: The history and future of OpenJDK](https://www.redhat.com/en/blog/history-and-future-openjdk) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [GitHub Welcomes the OpenJDK Project!](https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Red Hat OpenJDK](https://developers.redhat.com/products/openjdk/download) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Amazon Corretto](https://aws.amazon.com/corretto) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [__AdoptOpenJDK 11__ Is the New Default 🌟](https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 14](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [JDK 15: The new features in Java 15](https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [javatutorial.net: Spring vs. Java EE](https://javatutorial.net/spring-vs-java-ee) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks](https://www.infoq.com/articles/microprofile-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [developers.redhat.com: Develop Eclipse MicroProfile applications on Red Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady Workspaces](https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [javarevisited.blogspot.com: 10 JdbcTemplate Examples in Spring Framework](https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Spring Boot native images. The path towards Spring Boot native applications](https://spring.io/blog/2020/06/10/the-path-towards-spring-boot-native-applications) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [__Spring Boot Istio library__: Spring Boot library for integration with Istio](https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [piotrminkowski.com: Best practices for microservices on kubernetes 🌟](https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [piotrminkowski.com: Spring Boot Autoscaling on kubernetes 🌟](https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift Pipelines](https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.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)*
-  - **(2020)** [developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly from your GitHub repository](https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [developers.redhat.com: Enterprise Kubernetes development with odo: The CLI tool for developers](https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [developers.redhat.com: Kubernetes integration and more in odo 2.0](https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [github.com/naveensilver/Ansible](https://github.com/naveensilver/Ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: How to install software with Ansible](https://opensource.com/article/20/9/install-packages-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: 7 things you can do with Ansible right now](https://opensource.com/article/20/9/ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: My first day using Ansible](https://opensource.com/article/20/10/first-day-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: 10 Ansible modules for Linux system automation c](https://opensource.com/article/20/10/ansible-modules-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: Set up an Ansible lab in 20 minutes](https://opensource.com/article/20/12/ansible-lab) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: Automate your container orchestration with Ansible modules for Kubernetes 🌟](https://opensource.com/article/20/9/ansible-modules-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [siliconangle.com: Red Hat ties Ansible automation to Kubernetes cluster management 🌟](https://siliconangle.com/2020/10/13/red-hat-ties-ansible-automation-kubernetes-cluster-management) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [openshift.com: Ansible and OpenShift: Connecting for Success 🌟](https://www.redhat.com/en/blog/ansible-and-openshift-connecting-for-success) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [theregister.com: Juggling Ansible, OpenShift and K8s? This is for you: Red Hat couples automation to cluster management](https://www.theregister.com/software/2020/10/14/juggling-ansible-openshift-and-k8s-this-is-for-you-red-hat-couples-automation-to-cluster-management/656846) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [opensource.com: Integrate your calendar with Ansible to avoid schedule conflicts 🌟](https://opensource.com/article/20/10/calendar-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Ansible Network Resource Modules: Deep Dive on Return Values](https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Automation services catalog, the newest addition to the Ansible Automation Platform](https://www.redhat.com/en/technologies/management/ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Announcing the Red Hat Enterprise Linux Certified Ansible Collection 🌟](https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [devops.com: Catchpoint to Acquire Webpagetest.org](https://devops.com/catchpoint-to-acquire-webpagetest-org) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2020)** [kubernetes.dev: GitHub Workflow](https://www.kubernetes.dev/docs/guide/github-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: The Importance of Feature Flags in CI/CD](https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags](https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [infoworld.com: 5 devops use cases for developing with feature flags](https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag Lifecycle](https://www.cloudbees.com/blog/feature-flag-lifecycle) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [redhat.com: Red Hat and GitHub Collaborate to Expand the Developer Experience on Red Hat OpenShift with GitHub Actions 🌟](https://www.redhat.com/en/about/press-releases/red-hat-and-github-collaborate-expand-developer-experience-red-hat-openshift-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [dev.to: Git Explained - The Basics](https://dev.to/milu_franz/git-explained-the-basics-igc) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [dev.to: Git Concepts I Wish I Knew Years Ago 🌟](https://dev.to/g_abud/advanced-git-reference-1o9j) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [9 awesome git tricks](https://tychoish.com/post/9-awesome-git-tricks) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [opensource.com: 6 best practices for managing Git repos](https://opensource.com/article/20/7/git-repos-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.blog: Highlights from Git 2.28](https://github.blog/open-source/git/highlights-from-git-2-28) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.blog: Work with GitHub Actions in your terminal with GitHub CLI](https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [opensource.com: 8 Git aliases that make me more efficient](https://opensource.com/article/20/11/git-aliases) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [martinfowler.com: Patterns for Managing Source Code Branches](https://martinfowler.com/articles/branching-patterns.html) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [GitHub CLI](https://cli.github.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.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)*
-  - **(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)** [GitHub's OpenAPI Spec Open-Sourced in Beta](https://www.infoq.com/news/2020/08/GitHub-open-api-spec) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.blog: Learn about ghapi, a new third-party Python client for the GitHub API](https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [Token authentication requirements for API and Git operations](https://github.blog/news-insights/company-news/token-authentication-requirements-for-api-and-git-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [theregister.com: Passwords begone: GitHub will ban them next year for authenticating Git operations](https://www.theregister.com/security/2020/12/17/passwords-begone-github-will-ban-them-next-year-for-authenticating-git-operations/958514) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [Things you didn't know you could diff in GitHub](https://sebastiandedeyne.com/things-you-didnt-know-you-could-diff-in-github) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.blog: Set the default branch for newly-created repositories](https://github.blog/changelog/2020-08-26-set-the-default-branch-for-newly-created-repositories) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [analyticsindiamag.com: GitHub launches code scanner to flag security vulnerabilities](https://analyticsindiamag.com/github-launches-code-scanner-to-flag-security-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2020)** [codeengineered.com: 4 Places To Find Helm Charts](https://codeengineered.com/blog/2020/helm-find-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [itnext.io: Database migrations on Kubernetes using Helm hooks](https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [thoughtworks.com: Helm](https://www.thoughtworks.com/radar/tools/helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [helm.sh: How to migrate from Helm v2 to Helm v3](https://helm.sh/blog/migrate-from-helm-v2-to-helm-v3) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [hackernoon.com: Kubernetes and Helm: A Deadly Combo to Help You Deploy with Ease](https://hackernoon.com/kubernetes-and-helm-a-deadly-combo-to-help-you-deploy-with-ease-rjr30x2) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [dev.to: Introduction to Helm 🌟](https://dev.to/leading-edje/introduction-to-helm-50jl) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [youtube.com: Demystifying Helm 🌟](https://www.youtube.com/watch?v=2HPsPOwHOlY&ab_channel=DonovanBrown) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [itnext.io: Helm 3 Umbrella Charts & Standalone Chart Image Tags β€” An Alternative Approach](https://itnext.io/helm-3-umbrella-charts-standalone-chart-image-tags-an-alternative-approach-78a218d74e2d) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [codersociety.com: 13 Best Practices for using Helm](https://codersociety.com/blog/articles/helm-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [cloud.redhat.com: Application Management in Kubernetes Environments with Helm Charts and Kubernetes Operators](https://www.redhat.com/en/blog/application-management-in-kubernetes-environments-with-helm-charts-and-kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - **(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€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [devops.com: Day 2 for the Operator Ecosystem 🌟](https://devops.com/day-2-for-the-operator-ecosystem) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [Domain-harvester](https://github.com/shurshun/domain-harvester) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [k8studio](https://k8studio.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [ecrcp](https://github.com/bit-cloner/ecrcp) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2020)** [awesome-it/adeploy](https://github.com/awesome-it/adeploy) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**Kpt**: Packaging up your Kubernetes configuration with git and YAML since' 2014 **(Google)**](https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [mbuffett.com: Replacing ngrok with ktunnel](https://mbuffett.com/posts/ktunnel-ngrok-replace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [wangjia184/pod-inspector](https://github.com/wangjia184/pod-inspector) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [cyberark.com: Kubesploit: A New Offensive Tool for Testing Containerized' Environments](https://www.cyberark.com/resources/threat-research-blog/kubesploit-a-new-offensive-tool-for-testing-containerized-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [devopscube.com: How To Build Docker Image In Kubernetes Pod 🌟](https://devopscube.com/build-docker-image-kubernetes-pod) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [alicegg.tech: Managing a Kubernetes cluster with Helm and FluxCD](https://alicegg.tech/2020/11/09/helm) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - **(2020)** [github.com/sajeetharan/azure-mindmap](https://github.com/sajeetharan/azure-mindmap) [COMMUNITY-TOOL] 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)*
-  - **(2020)** [devopsonline.co.uk: ChatOps, DevOps, ScrumOps and 5 Other Ops religions](https://www.devopsonline.co.uk/chatops-devops-scrumops-and-5-other-ops-religions) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2020)** [A Distributed Tracing Adventure in Apache Beam](https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.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)** [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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [Remote Debugging of Java Applications on OpenShift](https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [redhat.com: How do I analyze a Java heap dump?](https://access.redhat.com/solutions/18301) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [acloudguru.com: Getting started with the Elastic Stack](https://www.pluralsight.com/resources/blog/cloud/getting-started-with-the-elastic-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [youtube: ELK for beginners - by XavkiEn 🌟](https://www.youtube.com/playlist?list=PLWZKNB9waqIX00uj5q4nX_TOFiX3if1z3) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [learncloudnative.com: Kubernetes Network Policy](https://www.learncloudnative.com/blog/2020-10-07-network-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [Kubernetes Node Local DNS Cache](https://povilasv.me/kubernetes-node-local-dns-cache) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [itnext.io: Benchmark results of Kubernetes network plugins (CNI) over 10Gbit/s network (Updated: August 2020)](https://itnext.io/benchmark-results-of-kubernetes-network-plugins-cni-over-10gbit-s-network-updated-august-2020-6e1b757b9e49) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [mhmxs.blogspot.com: Autoscaling Calico Route Reflector topology in Kubernetes](https://mhmxs.blogspot.com/2020/12/autoscaling-calico-route-reflector.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [opensource.com: How to create a documentation site with Docsify and GitHub Pages](https://opensource.com/article/20/7/docsify-github-pages) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2020)** [dev.to: How we made the __markdown toolbar__](https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2020)** [thenewstack.io: How Kubernetes provides networking and storage to applications](https://thenewstack.io/how-kubernetes-provides-networking-and-storage-to-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [thenewstack.io: The Biggest Gap in Kubernetes Storage Architecture?](https://thenewstack.io/whats-the-biggest-gap-in-kubernetes-storage-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [thenewstack.io: A Guide to Running Stateful Applications in Kubernetes](https://thenewstack.io/a-guide-to-running-stateful-applications-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [howtoforge.com: Storage in Kubernetes 🌟](https://www.howtoforge.com/storage-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [rancher.com: What is Cloud-Native Storage?](https://www.suse.com/c/rancher_blog/what-is-cloud-native-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [thenewstack.io: Persistent Volumes: Separating Compute and Storage](https://thenewstack.io/persistent-volumes-separating-compute-and-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [thenewstack.io: The most popular cloud native solutions 🌟](https://thenewstack.io/cloud-native/the-most-popular-cloud-native-storage-solutions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [blocksandfiles.com: geless storage is the β€˜answer’ to Kubernetes data challenges](https://www.blocksandfiles.com/container-storage/2020/12/22/storageless-storage-is-the-answer-to-kubernetes-data-challenges/1611647) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [gitlab.com: Kubernetes storage provider benchmarks](https://gitlab.com/mrman/k8s-storage-provider-benchmarks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [thenewstack.io: Stateful Workloads on Kubernetes with Container Attached Storage 🌟](https://thenewstack.io/stateful-workloads-on-kubernetes-with-container-attached-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [kylezsembery.com: Persistent Storage in Kubernetes](https://www.kylezsembery.com/persistent-storage-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [itnext.io: Kubernetes: PersistentVolume and PersistentVolumeClaim β€” an overview with examples](https://itnext.io/kubernetes-persistentvolume-and-persistentvolumeclaim-an-overview-with-examples-3c5688222f99) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [blocksandfiles.com: Lightbits Labs adds Kubernetes table stakes: CSI support](https://www.blocksandfiles.com/block/2020/06/23/lightbits-labs-adds-kubernetes-table-stakes-csi-support/1598623) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [Longhorn Simplifies Distributed Block Storage in Kubernetes](https://www.suse.com/c/rancher_blog/longhorn-simplifies-distributed-block-storage-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [containerjournal.com: Rancher Labs Adds Support for Longhorn Storage on Kubernetes Clusters](https://cloudnativenow.com/topics/cloudnativeplatforms/rancher-labs-adds-support-for-longhorn-storage-on-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [sklar.rocks: How the CSI (Container Storage Interface) Works](https://sklar.rocks/how-container-storage-interface-works) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [redbooks.ibm.com: IBM Storage for Red Hat OpenShift. IBM block storage & IBM Spectrum Scale](https://www.redbooks.ibm.com/abstracts/redp5565.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [Crossplane as an OpenShift Operator to manage and provision cloud-native services](https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crossplane.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)*
-  - **(2020)** [cloudbees.com: what is jenkins-x](https://www.cloudbees.com/whitepapers/building-cloud-native-apps-painlessly) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [devopstoolkitseries.com](https://www.devopstoolkitseries.com) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [Book: The DevOps 2.6 Toolkit: Jenkins X](https://leanpub.com/the-devops-2-6-toolkit) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [speakerdeck.com: Introduction to Spinnaker Managed Pipeline Templates](https://speakerdeck.com/keisukeyamashita/introduction-to-spinnaker-managed-pipeline-templates) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [speakerdeck.com: Spinnaker Application management by Terraform Plugins](https://speakerdeck.com/keisukeyamashita/spinnaker-application-management-by-terraform-plugins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [openshift.com: Cloud DevOps With OpenShift and JFrog](https://www.redhat.com/en/blog/cloud-devops-with-openshift-and-jfrog) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [CI/CD OpenShift and Tekton](https://www.sonatype.com/blog/new-cloud-native-ci/cd-projects-openshift-and-tekton) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2020)** [devops.com: From Agile to DevOps to DevSecOps: The Next Evolution](https://devops.com/from-agile-to-devops-to-devsecops-the-next-evolution) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [devops.com: SecDevOps is the Solution to Cybersecurity 🌟](https://devops.com/secdevops-is-the-solution-to-cybersecurity) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [devops.com: How to Successfully Integrate Security and DevOps](https://devops.com/how-to-successfully-integrate-security-and-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [helpnetsecurity.com: How to make DevSecOps stick with developers](https://www.helpnetsecurity.com/2020/12/14/how-devsecops-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [blog.christophetd.fr: Shifting Cloud Security Left β€” Scanning Infrastructure as Code for Security Issues](https://blog.christophetd.fr/shifting-cloud-security-left-scanning-infrastructure-as-code-for-security-issues) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [ais.com: Leaping into DevSecOps from DevOps](https://www.ais.com/leaping-into-devsecops-from-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [infoq.com: The Defense Department's Journey with DevSecOps](https://www.infoq.com/news/2020/06/defense-department-devsecops) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [snyk.io: The State of Open Source Security 2020](https://snyk.io/articles/open-source-security) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [thenewstack.io: StackRox KubeLinter Brings Security Linting to Kubernetes](https://thenewstack.io/stackrox-kubelinter-brings-security-linting-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [paloaltonetworks.com: Is Your Organization Protected Against IAM Misconfiguration Risks?](https://www.paloaltonetworks.com/blog/2020/10/cloud-iam-misconfiguration-risks) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [Security Patterns for Microservice Architectures](https://developer.okta.com/blog/2020/03/23/microservice-security-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [10 Serverless security best practices](https://snyk.io/blog/10-serverless-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [itnext.io: Helm 3 β€” Secrets management, an alternative approach 🌟](https://itnext.io/helm-3-secrets-management-4f23041f05c3) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [developer.ibm.com: Secure microservices by monitoring behavior](https://developer.ibm.com/technologies/containers) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [Microservices Security in Action](https://medium.facilelogin.com/microservices-security-in-action-933072043ad7) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [kubernetes.io: Overview of Cloud Native Security 🌟🌟](https://kubernetes.io/docs/concepts/security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [thehackernews.com: Docker Images Containing Cryptojacking Malware Distributed via Docker Hub](https://thehackernews.com/2020/06/cryptocurrency-docker-image.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [Building a high performance JSON parser](https://dave.cheney.net/high-performance-json.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2020)** [Announcing the AWS Controllers for Kubernetes Preview](https://aws.amazon.com/about-aws/whats-new/2020/08/announcing-the-aws-controllers-for-kubernetes-preview) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [Running spot instances effectively with Amazon EKS](https://signalvnoise.com/svn3/running-spot-instances-effectively-with-amazon-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [Amazon EKS Price Reduction](https://aws.amazon.com/blogs/aws/eks-price-reduction) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [Amazon EKS Now Supports EC2 Inf1 Instances](https://aws.amazon.com/blogs/aws/amazon-eks-now-supports-ec2-inf1-instances) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [aws whitepapers: Architecting Amazon EKS for PCI DSS Compliance (pdf) 🌟🌟](https://d1.awsstatic.com/whitepapers/architecting-amazon-eks-for-pci-dss-compliance.pdf) [CASE STUDY] [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [pages.awscloud.com: GitOps on AWS for High Performing Team Operations (eBook)](https://pages.awscloud.com/GLOBAL-partner-DL-DevOps-weaveworks-ebook-2020-learn.html) [COMMUNITY-TOOL] [PDF CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [nillsf.com: Running Windows containers on the Azure Kubernetes Service (AKS)](https://nillsf.com/index.php/2020/11/17/running-windows-containers-on-the-azure-kubernetes-service-aks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [Looking ahead as GKE, the original managed Kubernetes, turns 5](https://cloud.google.com/blog/products/containers-kubernetes/5-ways-google-cloud-is-making-gke-the-best-place-to-run-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [codeburst.io: Google Kubernetes Engine Logging by Example](https://codeburst.io/google-kubernetes-engine-logging-by-example-df6946dcba6b) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [medium: Secure your Microservices on AKS β€” Part 1 🌟](https://itnext.io/running-your-microservices-securely-on-aks-417a110b2e76) [COMMUNITY-TOOL] [TERRAFORM/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [itnext.io: Kubernetes Ingress on Azure using the Application Gateway](https://itnext.io/kubernetes-ingress-on-azure-using-the-application-gateway-2779b647deb5) [COMMUNITY-TOOL] [YAML/TERRAFORM CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [blog.nillsf.com: Customize core dump in Azure Kubernetes](https://blog.nillsf.com/index.php/2020/12/06/customize-core-dump-in-azure-kubernetes) [COMMUNITY-TOOL] [BASH/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management Platform](https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [**K3OS Value Add**](https://www.youtube.com/watch?v=2LNxGVS81mE) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - **(2020)** [atodorov.me: Comparing Kubernetes managed services across Digital Ocean, Scaleway, OVHCloud and Linode](https://atodorov.me/2020/06/14/comparing-kubernetes-managed-services-across-digital-ocean-scaleway-ovhcloud-and-linode) [COMMUNITY-TOOL] β€” *Go to [Section](./matrix-table.md)*
-  - **(2020)** [sysdig.com: What’s new in Kubernetes 1.20?](https://www.sysdig.com/blog/whats-new-kubernetes-1-20) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2020)** [thenewstack.io: Kubernetes 1.20 Lands with 44 Enhancements](https://thenewstack.io/kubernetes-1-20-lands-with-44-enhancements) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2020)** [zdnet.com: Kubernetes dropping Docker is not that big of a deal](https://www.zdnet.com/article/kubernetes-dropping-docker-is-not-that-big-of-a-deal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2020)** [openshift.com: Kubernetes is Removing Docker Support, Kubernetes is Not Removing Docker Support](https://www.redhat.com/en/blog/kubernetes-is-removing-docker-support-kubernetes-is-not-removing-docker-support) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2020)** [thenewstack.io: Kubernetes 1.20 Enhances the Operator Experience and Brings New Features to the Container Runtime](https://thenewstack.io/kubernetes-1-20-enhances-the-operator-experience-and-brings-new-features-to-the-container-runtime) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2020)** [redhat.com: 6 tcpdump network traffic filter options](https://www.redhat.com/en/blog/tcpdump-part-one) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [tecmint.com: 20 Netstat Commands for Linux Network Management](https://www.tecmint.com/20-netstat-commands-for-linux-network-management) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [redhat.com: Learn the networking basics every sysadmin needs to know](https://www.redhat.com/en/blog/sysadmin-essentials-networking-basics) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [freecodecamp.org: The Linux Command Handbook 🌟](https://www.freecodecamp.org/news/the-linux-commands-handbook) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2020)** [gist.github.com: chadmcrowell/cidr.sh 🌟](https://gist.github.com/chadmcrowell/f3fc3be2ca1fcb887034162c14d77e74) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2020)** [pbxbook.com: CIDR Cheat Sheet](https://pbxbook.com/other/cidrcheat.html) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2020)** [nrmitchi.com: One Simple Trick for Building Images Faster 🌟](https://www.nrmitchi.com/2020/10/one-simple-trick-for-building-images-faster) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [theregister.co.uk: Compose yourselves – Docker has published multi-container app spec, needs contributors to help maintain and develop it](https://www.theregister.com/software/2020/04/08/compose-yourselves-docker-has-published-multi-container-app-spec-needs-contributors-to-help-maintain-and-develop-it/311866) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(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) [COMMUNITY-TOOL] [MARKDOWN 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)*
-  - **(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)** [adictosaltrabajo.com: CΓ³mo crear y desplegar microservicios con Spring Boot, Spring Cloud Netflix y Docker](https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [linkedin.com: Microservices are testable in isolation 🌟](https://www.linkedin.com/pulse/microservices-testable-isolation-chris-richardson) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2020)** [speakerdeck.com/thockin: Code Review in Kubernetes](https://speakerdeck.com/thockin/code-review-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2020)** [kubench](https://github.com/vincentserpoul/kubench) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2020)** [dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends](https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets](https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [Terraform](https://marketplace.visualstudio.com/items?itemName=hashicorp.terraform) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [thenewstack.io: This Week in Programming: All Hail Visual Studio Code](https://thenewstack.io/this-week-in-programming-all-hail-visual-studio-code) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [blogs.windows.com: Bringing the browser developer tools to Visual Studio' Code](https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [dev.to: Using VS Code to git rebase](https://dev.to/colbygarland/using-vs-code-to-git-rebase-1lc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [c-sharpcorner.com: The Best VS Code Extensions For Remote Working](https://www.c-sharpcorner.com/article/the-best-vs-code-extensions-for-remote-working) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [gitflow by vector-of-bool](https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [Python in Visual Studio Code – September 2020 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.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)** [piotrminkowski.com: Development on Kubernetes: IDE & TOOLS](https://piotrminkowski.com/2020/08/03/development-on-kubernetes-ide-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [openshift.com: Visual Web Terminal - A Turbocharged Command Line for Kubernetes and OpenShift](https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [aigents.co: Data Structures and Python 🌟](https://aigents.co/data-science-blog/coding-tutorial/data-structures-and-python) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2020)** [towardsdatascience.com: Unexpected Size of Python Objects in Memory](https://towardsdatascience.com/the-strange-size-of-python-objects-in-memory-ce87bdfbb97f) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2020)** [tryolabs.com: Top 10 Python libraries of 2020](https://tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2020)** [blog.logrocket.com: Django REST framework alternatives](https://blog.logrocket.com/django-rest-framework-alternatives) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2020)** [digitalocean.com: How To Create a Twitterbot with Python 3 and the Tweepy Library](https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [automatetheboringstuff.com: Automate the Boring Stuff with Python](https://automatetheboringstuff.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: An Intro to Threading in Python](https://realpython.com/intro-to-python-threading) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [CodingEntrepreneurs youtube channel](https://www.youtube.com/user/CodingEntrepreneurs) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: Discover Flask, Part 1 - Setting Up a Static Site](https://realpython.com/learning-paths/flask-by-example) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template](https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Build a data streaming pipeline using Kafka Streams and Quarkus](https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [softwareengineeringdaily.com: Kafka Applications with Tim Berglund (podcast) 🌟](https://softwareengineeringdaily.com/2020/12/16/kafka-applications-with-tim-berglund-repeat) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [towardsdatascience.com: Architecture for High-Throughput Low-Latency Big Data Pipeline on Cloud 🌟](https://towardsdatascience.com/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud-4d59efc092b5) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Capture database changes with Debezium Apache Kafka connectors](https://developers.redhat.com/blog/2020/04/14/capture-database-changes-with-debezium-apache-kafka-connectors) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [debezium.io: Lessons Learned from Running Debezium with PostgreSQL on Amazon RDS](https://debezium.io/blog/2020/02/25/lessons-learned-running-debezium-with-postgresql-on-rds) [CASE STUDY] [COMMUNITY-TOOL] 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)** [Build a simple cloud-native change data capture pipeline](https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and Maxwell's Daemon](https://www.infoq.com/articles/database-audit-system-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: From Monolith to Event-Driven: Finding Seams in Your Future Architecture](https://www.infoq.com/articles/event-driven-finding-seams) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [stackoverflow.blog: How event-driven architecture solves modern web app problems 🌟](https://stackoverflow.blog/2020/03/16/how-event-driven-architecture-solves-modern-web-app-problems) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [blog.bitsrc.io: Why Microservices Should use Event Sourcing 🌟](https://blog.bitsrc.io/why-microservices-should-use-event-sourcing-9755a54ebfb4) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Choosing the right asynchronous-messaging infrastructure for the job](https://developers.redhat.com/blog/2020/07/31/choosing-the-right-asynchronous-messaging-infrastructure-for-the-job) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Extending Kafka connectivity with Apache Camel Kafka connectors](https://developers.redhat.com/blog/2020/05/19/extending-kafka-connectivity-with-apache-camel-kafka-connectors) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Six reasons to love Camel K](https://developers.redhat.com/blog/2020/05/12/six-reasons-to-love-camel-k) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Low-code microservices orchestration with Syndesis](https://developers.redhat.com/blog/2020/03/25/low-code-microservices-orchestration-with-syndesis) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Event streaming and data federation: A citizen integrator’s story](https://developers.redhat.com/blog/2020/06/12/event-streaming-and-data-federation-a-citizen-integrators-story) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [developers.redhat.com: Change data capture for microservices without writing any code](https://developers.redhat.com/blog/2020/05/15/change-data-capture-for-microservices-without-writing-any-code) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [martinfowler.com: Data Mesh Principles and Logical Architecture](https://martinfowler.com/articles/data-mesh-principles.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: Data Mesh Principles and Logical Architecture Defined](https://www.infoq.com/news/2020/12/data-mesh-architecture) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [towardsdatascience.com: Data Domains and Data Products](https://towardsdatascience.com/data-domains-and-data-products-64cc9d28283e) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Set up **Red Hat AMQ Streams** custom certificates on OpenShift](https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [speakerdeck.com: Apache Kafka with Red Hat AMQ Streams 🌟](https://speakerdeck.com/mabulgu/apache-kafka-with-red-hat-amq-streams) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI](https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Open Data Hub](https://opendatahub.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Open Data Hub 0.6 brings component updates and Kubeflow architecture](https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [A development roadmap for Open Data Hub](https://developers.redhat.com/blog/2020/06/22/a-development-roadmap-for-open-data-hub) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [quandarycg.com: Everything You Need To Know About System Integration (And IPaaS) 🌟](https://www.quandarycg.com/everything-you-need-to-know-about-integrations) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack](https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [hackernoon.com: Practical Transaction Handling in Microservice Architecture](https://hackernoon.com/practical-transaction-handling-in-microservice-architecture-5x1631ke) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [vladmihalcea.com: A beginner’s guide to database multitenancy](https://vladmihalcea.com/database-multitenancy) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [theregister.com: 75% of databases to be cloud-hosted by 2022, says Gartner while dishing on the weak points of each provider](https://www.theregister.com/software/2020/12/02/75-of-databases-to-be-cloud-hosted-by-2022-says-gartner-while-dishing-on-the-weak-points-of-each-provider/495782) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [andrewlock.net: Running database migrations when deploying to Kubernetes 🌟](https://andrewlock.net/deploying-asp-net-core-applications-to-kubernetes-part-7-running-database-migrations) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./databases.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)** [thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for Java](https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [Expanding SQL Server Big Data Clusters capabilities, now on Red Hat OpenShift](https://cloudblogs.microsoft.com/sqlserver/2020/06/23/expanding-sql-server-big-data-clusters-capabilities-now-on-red-hat-openshift) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes](https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes) [COMMUNITY-TOOL] [YAML 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)** [redhat.com: Why choose Red Hat for microservices?](https://www.redhat.com/en/topics/microservices/why-choose-red-hat-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [Monoliths are the future | Kelsey Hightower](https://changelog.com/posts/monoliths-are-the-future) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [Operators and Sidecars Are the New Model for Software Delivery](https://thenewstack.io/operators-and-sidecars-are-the-new-model-for-software-delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [capstonec.com: You Will Love These Cloud-native App Architecture Patterns 🌟](https://capstonec.com/2020/10/08/cloud-native-app-architecture-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [tecmint.com: How to Setup High-Availability Load Balancer with β€˜HAProxy’ to Control Web Server Traffic](https://www.tecmint.com/install-haproxy-load-balancer-in-linux) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [Tecmint.com: How to Setup HAProxy as Load Balancer for Nginx on CentOS 8](https://www.tecmint.com/setup-nginx-haproxy-load-balancer-in-centos-8) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [opensource.com: Directing Kubernetes traffic with Traefik](https://opensource.com/article/20/3/kubernetes-traefik) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [thenewstack.io: Using Traefik Ingress Controller with Istio Service Mesh](https://thenewstack.io/using-traefik-ingress-controller-with-istio-service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [opensource.com: Try this Kubernetes HTTP router and reverse proxy](https://opensource.com/article/20/4/http-kubernetes-skipper) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [developers.redhat.com: Red Hat Data Grid 8.0 brings new server architecture, improved REST API, and more](https://developers.redhat.com/blog/2020/04/13/red-hat-data-grid-8-0-brings-new-server-architecture-improved-rest-api-and-more) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2020)** [The Varnish Book](https://info.varnish-software.com/the-varnish-book) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2020)** [digitalocean.com: How To Speed Up Static Web Pages with Varnish Cache Server on Ubuntu 20.04](https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2020)** [dev.to: Getting Started with JavaScript Modules](https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [bgjar.com](https://bgjar.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [npkill.js.org](https://npkill.js.org) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [npm has joined GitHub](https://github.blog/news-insights/company-news/npm-has-joined-github) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [scylladb.com: Building a Grafana Backend Plugin](https://www.scylladb.com/2020/10/01/building-a-grafana-backend-plugin) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [Log Monitoring and Alerting with Grafana Loki](https://www.infracloud.io/blogs/grafana-loki-log-monitoring-alerting) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [Open source observability, meet data transformation: Grafana 7.0 promises to connect, unify, and visualize all your data](https://www.zdnet.com/article/open-source-observability-meet-data-transformation-grafana-7-0-promises-to-connect-unify-and-visualize-all-your-data) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [Tips on Passing AWS Certified Solutions Architect - Professional Level](https://www.linkedin.com/top-content/?trk=article_not_found) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices](https://devm.io/blog) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [jfrog.com: Don’t let Prometheus Steal your Fire](https://jfrog.com/blog/dont-let-prometheus-steal-your-fire) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [devopscube.com: How to Setup Prometheus Monitoring On Kubernetes Cluster 🌟](https://devopscube.com/setup-prometheus-monitoring-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [gabrieltanner.org: Golang Application monitoring using Prometheus](https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [itnext.io - Prometheus: yet-another-cloudwatch-exporter β€” collecting AWS CloudWatch metrics](https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [Prometheus Monitoring Ecosystem Begins to Mature](https://containerjournal-com.cdn.ampproject.org/c/s/containerjournal.com/topics/container-ecosystems/prometheus-monitoring-ecosystem-begins-to-mature/amp) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 1): The Head Block](https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 2): WAL and Checkpoint](https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 3): Memory Mapping of Head Chunks from Disk](https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 4): Persistent Block and its Index](https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [sysadminxpert.com: Steps to Monitor Linux Server using Prometheus](https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [zerodha.tech: Infrastructure monitoring with Prometheus at Zerodha](https://zerodha.tech/blog/infra-monitoring-at-zerodha) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [innoq.com: Scraping a Docker swarm service with Prometheus](https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-with-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [aprenderbigdata.com: Prometheus: IntroducciΓ³n a la MonitorizaciΓ³n de MΓ©tricas](https://aprenderbigdata.com/prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [itnext.io: Observability at Scale](https://itnext.io/observability-at-scale-52d0d9a5fb9b) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [galaxy.ansible.com/William-Yeh/prometheus](https://galaxy.ansible.com/William-Yeh/prometheus) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa](https://itnext.io/prometheus-with-grafana-using-ansible-549e575c9dfa) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [opensource.com: 9 open source test-automation frameworks](https://opensource.com/article/20/7/open-source-test-automation-frameworks) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2020)** [OpenShift Ecosystem: API Management on Red Hat OpenShift with 3scale](https://www.redhat.com/en/blog/openshift-ecosystem-api-management-on-red-hat-openshift-with-3scale) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2020)** [developers.redhat.com: New custom metrics and air gapped (restricted networks) installation in Red Hat 3scale API Management 2.9](https://developers.redhat.com/blog/2020/10/29/new-custom-metrics-and-air-gapped-installation-in-red-hat-3scale-api-management-2-9) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2020)** [howhttps.works](https://howhttps.works) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2020)** [dev.to: HTTPS for Developers 🌟](https://dev.to/tiangolo/https-for-developers-1774) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2020)** [news.ncsu.edu: Tech Sector Job Interviews Assess Anxiety, Not Software Skills](https://news.ncsu.edu/2020/07/tech-job-interviews-anxiety) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2020)** [devops.com: FinOps Foundation to Help Rein in Cloud Costs](https://devops.com/finops-foundation-to-help-rein-in-cloud-costs) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./sre.md)*
-  - **(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€” *Go to [Section](./sre.md)*
-  - **(2020)** [sre.google: The Art of SLOs](https://sre.google/resources/practices-and-processes/art-of-slos) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2020)** [cloud.google.com: SRE at Google: Our complete list of CRE life lessons 🌟](https://cloud.google.com/blog/products/devops-sre/sre-at-google-our-complete-list-of-cre-life-lessons) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2020)** [β€œLet’s use Kubernetes!” Now you have 8 problems](https://pythonspeed.com/articles/dont-need-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [blog.cloudflare.com: How we use HashiCorp Nomad (Cloudflare using Nomad and Consul)](https://blog.cloudflare.com/how-we-use-hashicorp-nomad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [thenewstack.io: Conductor: Why We Migrated from Kubernetes to Nomad](https://thenewstack.io/conductor-why-we-migrated-from-kubernetes-to-nomad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [infoq.com: Pitfalls and Patterns in Microservice Dependency Management](https://www.infoq.com/articles/pitfalls-patterns-microservice-dependency-management) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2020)** [dev.to: When are microservices appropriate?](https://dev.to/tngeene/when-are-microservices-appropriate-g2n) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2020)** [developers.redhat.com: Why Kubernetes native instead of cloud native? 🌟](https://developers.redhat.com/blog/2020/04/08/why-kubernetes-native-instead-of-cloud-native) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2020)** [developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0](https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [Fabric8](https://fabric8.io) [COMMUNITY-TOOL] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [thenewstack.io: Pulumi Releases a Kubernetes Operator](https://thenewstack.io/pulumi-releases-a-kubernetes-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2020)** [AWS Networking for Developers](https://aws.amazon.com/es/blogs/apn/aws-networking-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [Resolve DNS names of Network Load Balancer nodes to limit cross-Zone traffic](https://aws.amazon.com/blogs/networking-and-content-delivery/resolve-dns-names-of-network-load-balancer-nodes-to-limit-cross-zone-traffic) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [docs.aws.amazon.com: What Is Elastic Load Balancing?](https://docs.aws.amazon.com/elasticloadbalancing/latest/userguide/what-is-load-balancing.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [dashbird.io: AWS Elastic Load Balancing from a Serverless perspective](https://dashbird.io/blog/aws-application-load-balancer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [Application Load Balancer](https://aws.amazon.com/elasticloadbalancing/application-load-balancer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [Introducing the AWS Load Balancer Controller](https://aws.amazon.com/blogs/containers/introducing-aws-load-balancer-controller) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [Reduce Cost and Increase Security with Amazon VPC Endpoints](https://aws.amazon.com/blogs/architecture/reduce-cost-and-increase-security-with-amazon-vpc-endpoints) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [alexdebrie.com: A Detailed Overview of AWS API Gateway](https://www.alexdebrie.com/posts/api-gateway-elements) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2020)** [aws.amazon.com: Creating a digital map of COVID-19 virus for discovery of new treatment compounds](https://aws.amazon.com/blogs/hpc/creating-a-digital-map-of-covid-19-virus-for-discovery-of-new-treatment-compounds) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2020)** [techcrunch.com: AWS introduces new Chaos Engineering as a Service offering](https://techcrunch.com/2020/12/15/aws-introduces-new-chaos-engineering-as-a-service-offering) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2020)** [Red Hat OpenShift Container Platform Takes Digital Innovation into the Fast Lane with Major European Automaker](https://www.redhat.com/es/about/press-releases/red-hat-openshift-container-platform-takes-digital-innovation-fast-lane-major-european-automaker) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
-  - **(2020)** [BMW takes digital innovation into the fast lane with Red Hat Openshift Container Platform](https://www.linkedin.com/pulse/bmw-takes-digital-innovation-fast-lane-red-hat-openshift-mendus) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - **(2020)** [reply.com: Web Services: SOAP and REST - A Simple Introduction](https://www.reply.com/solidsoft-reply/en) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2020)** [API Business Models. 20 Models in 20 Minutes](https://www.infoq.com/presentations/API-Business-Models) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2020)** [dev.to: Rapid API Creation with AWS Amplify](https://dev.to/fllstck/rapid-api-creation-with-aws-amplify-3c8i) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./api.md)*
-  - **(2020)** [Using Amazon EFS for AWS Lambda in your serverless applications](https://aws.amazon.com/blogs/compute/using-amazon-efs-for-aws-lambda-in-your-serverless-applications) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [cloudonaut.io: Serverless Hybrid Cloud: Accessing an API Gateway via VPN or Direct Connect](https://cloudonaut.io/serverless-hybrid-cloud-accessing-an-api-gateway-via-vpn-or-direct-connect) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [Deploy Machine Learning Pipeline on AWS Fargate](https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [Jenkins Online Meetup](https://www.meetup.com/jenkins-online-meetup/events/270861119) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - **(2020)** [youtube: Level-Up your Jenkins-based Delivery with Keptn](https://www.youtube.com/watch?v=VYRdirdjOAg) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - **(2020)** [blog.openshift.com: Scaling Java Containers 🌟](https://www.redhat.com/en/blog/scaling-java-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [developers.redhat.com: Checkpointing Java from outside of Java](https://developers.redhat.com/blog/2020/10/15/checkpointing-java-from-outside-of-java) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [AWS Secrets Manager controller POC: an EKS operator for automatic rotation of secrets](https://aws.amazon.com/blogs/containers/aws-secrets-manager-controller-poc-an-eks-operator-for-automatic-rotation-of-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2020)** [podmain.io: Announcing Podman v2](https://podman.io/blogs/2020/06/29/podman-v2-announce.html) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [redhat.com: Be careful when pulling images by short name](https://www.redhat.com/en/blog/be-careful-when-pulling-images-short-name) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [developers.redhat.com: Rootless containers with Podman: The basics](https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [developers.redhat.com: Transitioning from Docker to Podman 🌟](https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [tecmint.com: How to Manage Containers Using Podman and Skopeo in RHEL 8](https://www.tecmint.com/manage-containers-using-podman-in-rhel) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [itnext.io: Docker, Kaniko, Buildah](https://itnext.io/docker-kaniko-buildah-209abdde5f94) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [digitalocean.com: How To Set Up an Elasticsearch, Fluentd and Kibana (EFK) Logging Stack on Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-set-up-an-elasticsearch-fluentd-and-kibana-efk-logging-stack-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [qlinh.com: Leveraging Kubernetes audit logs for threat detection](https://qlinh.com/infosec/2020/09/30/threat-detection-with-kubernetes-audit-logs.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [circonus.com: 12 Critical Kubernetes Health Conditions You Need to Monitor and Why](https://www.circonus.com/2020/12/12-critical-kubernetes-health-conditions-you-need-to-monitor-and-why) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [circonus.com: Guide to Kubernetes Monitoring: Part 1](https://www.circonus.com/2020/09/guide-to-kubernetes-monitoring-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [itnext.io: Kubernetes: monitoring with Prometheus β€” exporters, a Service Discovery, and its roles](https://itnext.io/kubernetes-monitoring-with-prometheus-exporters-a-service-discovery-and-its-roles-ce63752e5a1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2020)** [cloudyuga.guru: How does Kubernetes assign QoS class to pods through OOM score?](https://cloudyuga.guru/blogs/k8s-qos-oomkilled) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2020)** [youtube: 3 Ways to Detect Evil "Latest" Image Tags in Kubernetes - Kubevious](https://www.youtube.com/watch?v=93RlMqO4glM&ab_channel=Kubevious) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2020)** [erkanerol.github.io: I wish pods were fully restartable](https://erkanerol.github.io/post/restartable-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2020)** [7 arguments against NoOps](https://techbeacon.com/enterprise-it/7-arguments-against-noops) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - **(2020)** [codeburst.io: 7 Kubernetes Security Best Practices You Must Follow](https://codeburst.io/7-kubernetes-security-best-practices-you-must-follow-ae32f1ed6444) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [horovits.wordpress.com: Kubernetes Security Best Practices](https://horovits.wordpress.com/2020/07/15/kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [jeffgeerling.com: Everyone might be a cluster-admin in your Kubernetes cluster](https://www.jeffgeerling.com/blog/2020/everyone-might-be-cluster-admin-your-kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [Microsoft.com: Attack matrix for Kubernetes 🌟](https://www.microsoft.com/security/blog/2020/04/02/attack-matrix-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: Laying the Groundwork for Kubernetes Security, Across Workloads, Pods and Users](https://thenewstack.io/laying-the-groundwork-for-kubernetes-security-across-workloads-pods-and-users) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [snyk.io: 10 Kubernetes Security Context settings you should understand](https://snyk.io/blog/10-kubernetes-security-context-settings-you-should-understand) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [kubernetes.io: Cloud native security for your clusters](https://kubernetes.io/blog/2020/11/18/cloud-native-security-for-your-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [tldrsec.com: Risk8s Business: Risk Analysis of Kubernetes Clusters 🌟](https://tldrsec.com/?404=%2Fguides%2Fkubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [labs.bishopfox.com: Bad Pods: Kubernetes Pod Privilege Escalation 🌟](https://bishopfox.com/blog/kubernetes-pod-privilege-escalation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [resources.whitesourcesoftware.com: Kubernetes Security Best Practices 🌟](https://resources.whitesourcesoftware.com/blog-whitesource/kubernetes-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [sysdig.com: Getting started with Kubernetes audit logs and Falco 🌟](https://www.sysdig.com/blog/kubernetes-audit-log-falco) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: Best Practices for Securely Setting up a Kubernetes Cluster](https://thenewstack.io/best-practices-for-securely-setting-up-a-kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: A Security Comparison of Docker, CRI-O and Containerd 🌟](https://thenewstack.io/a-security-comparison-of-docker-cri-o-and-containerd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [youtube: Kubernetes Security: Attacking and Defending K8s Clusters - by Magno Logan](https://www.youtube.com/watch?v=OOHmg1J_8ck&ab_channel=RedTeamVillage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [kyverno.io 🌟](https://kyverno.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [kyverno.io/policies 🌟](https://kyverno.io/policies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [cyberark.com: Attacking Kubernetes Clusters Through Your Network Plumbing: Part 1](https://www.cyberark.com/resources/threat-research-blog/attacking-kubernetes-clusters-through-your-network-plumbing-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: Defend the Core: Kubernetes Security at Every Layer](https://thenewstack.io/defend-the-core-kubernetes-security-at-every-layer) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [Kubernetes Goat 🌟](https://madhuakula.com/kubernetes-goat) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [tigera.io: Kubernetes security policy design: 10 critical best practices 🌟](https://www.tigera.io/blog/kubernetes-security-policy-10-critical-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [empresas.blogthinkbig.com: Descubierta una vulnerabilidad en Kubernetes que permite acceso a redes restringidas (CVE-2020-8562)](https://empresas.blogthinkbig.com/descubierta-vulnerabilidad-kubernetes-permite-acceso-redes-restringidas-cve-2020-8562) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [learn.hashicorp.com: Integrate a Kubernetes Cluster with an External Vault 🌟](https://developer.hashicorp.com/vault/tutorials/kubernetes-introduction/kubernetes-external-vault) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [talkingquickly.co.uk: Kubernetes Single Sign On - A detailed guide 🌟](https://www.talkingquickly.co.uk/kubernetes-sso-a-detailed-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: How to Secure Kubernetes, the OS of the Cloud](https://thenewstack.io/how-to-secure-kubernetes-the-os-of-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [banzaicloud.com: Istio ingress controller as an API gateway](https://banzaicloud.com/blog/backyards-api-gateway) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [blog.christianposta.com: Istio as an Example of When Not to Do Microservices](https://blog.christianposta.com/microservices/istio-as-an-example-of-when-not-to-do-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [The Istio project just consolidated its control plane services: Pilot, Citadel, Galley, and the sidecar injector, into a single binary, __Istiod__](https://istio.io/latest/blog/2020/tradewinds-2020) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [Riding the Tiger: Lessons Learned Implementing Istio 🌟](https://zwischenzugs.com/2020/05/05/riding-the-tiger-lessons-learned-implementing-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [learncloudnative.com: Attach multiple VirtualServices to Istio Gateway](https://learncloudnative.com/blog/2020-11-23-multiple-vs-gateway) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - **(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€” *Go to [Section](./istio.md)*
-  - **(2020)** [around25.com: Horizontal Pod Autoscaler in Kubernetes 🌟](https://www.around25.com/blog/horizontal-pod-autoscaler-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [itnext.io: Kubernetes: vertical Pods scaling with Vertical Pod Autoscaler](https://itnext.io/kubernetes-vertical-pods-scaling-with-vertical-pod-autoscaler-e2e5a3b8e1a9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [itnext.io: Stupid Simple Scalability](https://itnext.io/stupid-simple-scalability-dc4a7fbe67d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [partlycloudy.blog: Horizontal Autoscaling in Kubernetes #3 – KEDA](https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [thenewstack.io: CNCF KEDA 2.0 Scales up Event-Driven Programming on Kubernetes](https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [3 ways to customize off-the-shelf Helm charts with Kustomize - Kubernetes](https://tech.aabouzaid.com/2020/09/3-ways-to-customize-off-the-shelf-helm-charts-with-kustomize-kubernetes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - **(2020)** [developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6](https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2020)** [IBM and Red Hat bring OpenShift to IBM Z and LinuxONE](https://www.redhat.com/en/blog/ibm-and-red-hat-bring-openshift-to-ibm-z-and-linuxone) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2020)** [Red Hat OpenShift Installation Process Experiences on IBM Z/LinuxONE](https://www.redhat.com/en/blog/red-hat-openshift-installation-process-experiences-on-ibm-z-linuxone) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2020)** [info.crunchydata.com: Guard Against Transaction Loss with PostgreSQL Synchronous Replication](https://www.crunchydata.com/blog/synchronous-replication-in-the-postgresql-operator-for-kubernetes-guarding-against-transactions-loss) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes](https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML 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)** [blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment Strategies 🌟](https://www.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for pgBackRest](https://www.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL Operator](https://www.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [youtube: Install and use Crunchy PostgreSQLfor OpenShift operator for simple todo app on OpenShift 🌟](https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [crunchy-pgadmin4](https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/container-specifications/crunchy-pgadmin4) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [pgAdmin 4](https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/examples/administration/pgadmin4) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Scheduled PostgreSQL Backups and Retention Policies with Kubernetes](https://www.crunchydata.com/blog/schedule-postgresql-backups-and-retention-with-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Crunchy PostgreSQL for Kubernetes 4.3 Released](https://www.crunchydata.com/news/crunchy-postgresql-for-kuberenetes-4.3) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [postgresql.org: Crunchy PostgreSQL Operator 4.5: Enhanced Monitoring, Custom Annotations, PostgreSQL 13 🌟](https://www.postgresql.org/about/news/crunchy-postgresql-operator-45-enhanced-monitoring-custom-annotations-postgresql-13-2086) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [thenewstack.io: Advanced Kubernetes Namespace Management with the PostgreSQL Operator 🌟](https://thenewstack.io/advanced-kubernetes-namespace-management-with-the-postgresql-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Getting Started with PostgreSQL Operator 4.3 in OpenShift](https://www.crunchydata.com/blog/getting-started-with-postgresql-operator-4.3-in-openshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [youtube: OCB: High Availability PostgreSQL and more on OpenShift - Jonathan Katz (Crunchy Data) 🌟](https://www.youtube.com/watch?v=9jbR9lZuSU0) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Deploying the PostgreSQL Operator on GKE](https://www.crunchydata.com/blog/install-postgres-operator-kubernetes-on-gke-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Monitoring PostgreSQL clusters in kubernetes](https://www.crunchydata.com/blog/monitoring-postgresql-clusters-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Introducing the Postgres Prometheus Adapter](https://www.crunchydata.com/blog/using-postgres-to-back-prometheus-for-your-postgresql-monitoring-1) [COMMUNITY-TOOL] [GO 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)** [gitops.tech: What is GitOps? 🌟](https://www.gitops.tech) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [braindose.blog: 4 Key Characteristics for a Successful GitOps Implementation](https://braindose.blog/2020/03/18/4-key-characteristics-of-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [weave.works: There’s More to GitOps Than Meets the Eye](https://www.weave.works/blog/theres-more-to-gitops-than-meets-the-eye) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [itnext.io: GitOps with Kubernetes 🌟](https://itnext.io/gitops-with-kubernetes-740f37ea015b) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [weave.works: Automating Kubernetes with GitOps (whitepaper) 🌟](https://go.weave.works/automating-kubernetes-with-gitops-wp.html) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [As an ops engineer not too familiar with Git, you just need to know 6 commands](https://x.com/janakiramm) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [weave.works: Guide to GitOps](https://www.weave.works/technologies/gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [cloudbees.com: What is GitOps?](https://www.cloudbees.com/gitops/what-is-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [blog.container-solutions.com: 11 Reasons for Adopting GitOps](https://blog.container-solutions.com/why-adopt-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [Tanka](https://tanka.dev/tutorial/jsonnet) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [partlycloudy.blog: Release to Kubernetes like a Pro with Flagger](https://partlycloudy.blog/2020/07/08/release-to-k8s-like-a-pro-with-flagger) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [WKSctl: a Tool for Kubernetes Cluster Management Using GitOps](https://www.infoq.com/news/2020/02/wksctl-kubernetes-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [containerjournal.com: Deploying Kubernetes on Bare Metal](https://cloudnativenow.com/features/deploying-kubernetes-on-bare-metal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [thenewstack.io: Kubernetes on Bare Metal vs. VMs: It’s Not Just Performance](https://thenewstack.io/kubernetes-on-bare-metal-vs-vms-its-not-just-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [linecorp.com: Building Large Kubernetes Clusters with **Caravan**](https://engineering.linecorp.com/en/blog/building-large-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [A Comparative Analysis of Kubernetes Deployment Tools: Kubespray, kops, and conjure-up](https://www.altoros.com/blog/404-page-doesnt-exist) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [blog.ivnilv.com: Rotating Kops Etcd Certificates](https://blog.ivnilv.com/posts/rotating-kops-etcd-certificates) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [kosyfrances.com: Using kubeadm to create a Kubernetes 1.20 cluster on VirtualBox with Ubuntu](https://kosyfrances.com/kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty, and Carlos Camacho (Red Hat, Spanish) 🌟](https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [redhat.com: An introduction to Kubespray](https://www.redhat.com/en/blog/kubespray-deploy-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [Autoscalable Kubernetes cluster at Exoscale, using Packer and Terraform](https://github.com/PhilippeChepy/exoscale-kubernetes-crio) [COMMUNITY-TOOL] [HCL/PACKER CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [blogs.vmware.com: VMware Tanzu Service Mesh, built on VMware NSX is Now Available!](https://blogs.vmware.com/networkvirtualization/2020/03/vmware-tanzu-service-mesh-built-on-vmware-nsx-is-now-available.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(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€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(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€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [infoq.com: Mirantis Announces k0s, a New Kubernetes Distribution](https://www.infoq.com/news/2020/12/k0s-kubernetes-distribution) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [**VMware vSphere 7 with Kubernetes** - Project Pacific](https://www.vmware.com/products/cloud-infrastructure/vsphere) [COMMUNITY-TOOL] [PROPRIETARY CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(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€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(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€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [Mirantis Docker Enterprise 3.1+ with Kubernetes](https://www.mirantis.com/software/mirantis-kubernetes-engine) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes](https://blogs.vmware.com/tanzu/vmware-tanzu-sql-mysql-at-scale-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [tanzu.vmware.com: Introducing KubeAcademy Pro: In-Depth Kubernetes Training, Totally Free](https://blogs.vmware.com/tanzu/introducing-kubeacademy-pro-in-depth-kubernetes-training-totally-free) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [claydesk.com: Google Cloud App Engine Vs Red Hat OpenShift](https://www.claydesk.com/ecampus/google-cloud-app-engine-vs-red-hat) [CASE STUDY] [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [OpenShift 4 Resource Management](https://www.youtube.com/watch?v=JC_PB1yZcIc) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.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)** [neonmirrors.net: Exploring Kyverno: Part 3, Generation](https://neonmirrors.net/post/2020-12/exploring-kyverno-part3) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2020)** [neonmirrors.net: Exploring Kyverno: Introduction 🌟](https://neonmirrors.net/post/2020-11/exploring-kyverno-intro) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2020)** [Building an event-driven application with Amazon EventBridge](https://aws.amazon.com/blogs/compute/building-an-event-driven-application-with-amazon-eventbridge) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-messaging.md)*
-  - **(2020)** [youtube: Jenkins Integration with Nexus](https://www.youtube.com/watch?v=qbO4MTESiJQ) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [youtube: uploading artifacts from jenkins to nexus](https://www.youtube.com/watch?v=7NmGSnqLd58) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [openshift.com: Using JFrog's Artifactory and Red Hat OpenShift Together](https://www.redhat.com/en/blog/18333-2) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [openshift.com: Introduction to Kraken, a Chaos Tool for OpenShift/Kubernetes](https://www.redhat.com/en/blog/introduction-to-kraken-a-chaos-tool-for-openshift/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2020)** [infoq.com: Chaos Engineering on Kubernetes : Chaos Mesh Generally Available with v1.0](https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2020)** [chaos-mesh.org: Chaos Mesh 1.0: Chaos Engineering on Kubernetes Made Easier](https://chaos-mesh.org/blog/chaos-mesh-1.0-chaos-engineering-on-kubernetes-made-easier) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.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)*
-  - **(2020)** [aws.amazon.com: Amazon EC2 announces Spot Blueprints, an infrastructure code template generator to get started with EC2 Spot Instances](https://aws.amazon.com/about-aws/whats-new/2020/12/amazon-ec2-announces-spot-blueprints-an-infrastructure-code-template-generator-to-get-started-with-ec2-spot-instances) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - **(2020)** [Podium](https://github.com/sa-mw-dach/podium) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2020)** [opensource.com: 3 open source alternatives to Confluence](https://opensource.com/article/20/9/open-source-alternatives-confluence) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2020)** [opensource.com: 4 ways to run Kubernetes locally](https://opensource.com/article/20/11/run-kubernetes-locally) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2020)** [thenewstack.io: DevSpace Designed to Lower the Kubernetes Learning Curve](https://thenewstack.io/devspace-designed-to-lower-the-kubernetes-learning-curve) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2020)** [PDF](https://static.sched.com/hosted_files/kccncna20/02/A%20Walk%20Through%20the%20Kubernetes%20UI%20Landscape%20%28KubeCon%20Talk%202020%29.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2020)** [Amazon CloudWatch now monitors Prometheus metrics from Container environments](https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-monitors-prometheus-metrics-container-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2020)** [Amazon CloudWatch Dashboards now supports sharing](https://aws.amazon.com/about-aws/whats-new/2020/09/amazon-cloudwatch-dashboards-supports-sharing) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - **(2020)** [theregister.com: DigitalOcean decides to head rivals off at the PaaS, floats App Platform to deploy, run code without juggling servers](https://www.theregister.com/off-prem/2020/10/07/digitalocean-decides-to-head-rivals-off-at-the-paas-floats-app-platform-to-deploy-run-code-without-juggling-servers/802967) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2020)** [thenewstack.io: DigitalOcean App Platform Eases Kubernetes Deployments for Developers](https://thenewstack.io/digitalocean-app-platform-eases-kubernetes-deployments-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./digitalocean.md)*
-  - **(2020)** [Windows Terminal 1.0](https://devblogs.microsoft.com/commandline/windows-terminal-1-0) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [kubernetes.io: WSL+Docker: Kubernetes on the Windows Desktop 🌟](https://kubernetes.io/blog/2020/05/21/wsl-docker-kubernetes-on-the-windows-desktop) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [Ubuntu on WSL 2 Is Generally Available 🌟](https://ubuntu.com/blog/ubuntu-on-wsl-2-is-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [Microsoft Makes it Easier to Install WSL on Windows 10 🌟](https://www.omgubuntu.co.uk/2020/06/microsoft-wsl-install-command) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [itnext.io: WSL2 Tips: Limit CPU/Memory When using Docker](https://itnext.io/wsl2-tips-limit-cpu-memory-when-using-docker-c022535faf6f) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2020)** [itrevolution.com: The Problem With Org Charts](https://itrevolution.com/articles/the-problem-with-org-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [itrevolution.com: Get Started With Team Topologies In 8 Steps](https://itrevolution.com/articles/get-started-with-team-topologies-in-8-steps) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [gazafatonarioit.com: Entiende el MVP (Producto MΓ­nimo Viable) y por quΓ© prefiero Producto que se pueda probar, utilizar y adorar mΓ‘s temprano](https://www.gazafatonarioit.com/2020/09/entiende-el-mvp-producto-minimo-viable.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.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)** [Announcing General Availability of AWS Cost Anomaly Detection](https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2020)** [theregister.com: Coding unit tests is boring. Wouldn't it be cool if an AI could do it for you? That's where Diffblue comes in](https://www.theregister.com/software/2020/09/21/coding-unit-tests-is-boring-wouldnt-it-be-cool-if-an-ai-could-do-it-for-you-thats-where-diffblue-comes-in/318634) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2019)** [Everything You Want To Know About Anthos - Google's Hybrid And Multi-Cloud Platform](https://www.forbes.com/sites/janakirammsv/2019/04/14/everything-you-want-to-know-about-anthos-googles-hybrid-and-multi-cloud-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2019)** [codeburst.io: Spinnaker by Example: Part 1](https://codeburst.io/spinnaker-by-example-part-1-c4de9180d689) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2019)** [codeburst.io: Spinnaker by Example: Part 2](https://codeburst.io/spinnaker-by-example-part-2-6f92a1fdaedf) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2019)** [codeburst.io: Spinnaker by Example: Part 3](https://codeburst.io/spinnaker-by-example-part-3-c6ed9ac5f8ce) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2019)** [hackernoon: Using Spinnaker with Kubernetes for CI/CD](https://hackernoon.com/using-spinnaker-with-kubernetes-for-cicd-52w3uo9) [COMMUNITY-TOOL] 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)** [Continuous Delivery with Sonatype Nexus, Jenkins and the Cloudogu Ecosystem](https://platform.cloudogu.com/en/blog/cd-with-nexus-jenkins-ces) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - **(2019)** [ref 2](https://hub.docker.com/r/sarjunkumar24391/petclinic) [COMMUNITY-TOOL] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2019)** [engineering.prezi.com: How to avoid global outage β€” Seamlessly migrating DaemonSet labels](https://engineering.prezi.com/intro-4727024fc2c1) [CASE STUDY] [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [slack.engineering: A Simple Kubernetes Admission Webhook](https://slack.engineering/simple-kubernetes-webhook) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [Kubernetes: Up and Running, 2nd Edition](https://shop.oreilly.com/product/0636920223788.do) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [digitalocean.com: From Containers to Kubernetes with Node.js eBook](https://www.digitalocean.com/community/books/from-containers-to-kubernetes-with-node-js-ebook) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [hmh.engineering: Dive into Kubernetes Healthchecks (part 1) 🌟](https://hmh.engineering/dive-into-kubernetes-healthchecks-part-1-73a900fa6dbd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [hmh.engineering: Dive into Kubernetes Healthchecks (part 2)](https://hmh.engineering/dive-into-kubernetes-healthchecks-part-2-a9f83eb712d5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [blog.openshift.com: Introducing Red Hat OpenShift 4](https://www.redhat.com/en/blog/introducing-red-hat-openshift-4) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [blog.openshift.com: OpenShift 4 Install Experience](https://www.redhat.com/en/products/trials?products=hybrid-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [redhat.com: Network traffic control for containers in Red Hat OpenShift 🌟](https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [cloudowski.com: Openshift ImageStreams](https://cloudowski.com/articles/why-managing-container-images-on-openshift-is-better-than-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [Red Hat Introduces open source Project Quay container registry](https://www.redhat.com/en/blog/red-hat-introduces-open-source-project-quay-container-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [CheatSheet for JMeter __time Function Calls](https://www.ufcquechoisir-brest.org) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2019)** [itnext.io: Adding security layers to your App on OpenShift β€” Part 1: Deployment and TLS Ingress 🌟](https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2019)** [Using sidecars to analyze and debug network traffic in OpenShift and Kubernetes pods](https://developers.redhat.com/blog/2019/02/27/sidecars-analyze-debug-network-traffic-kubernetes-pod) [COMMUNITY-TOOL] [BASH/YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2019)** [serverless.com: Why we switched from docker to serverless](https://www.serverless.com/blog/why-we-switched-from-docker-to-serverless) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - **(2019)** [youtube.com: Building an API with Swagger](https://www.youtube.com/watch?v=PbwQWw7xSOM) [COMMUNITY-TOOL] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2019)** [templates.cloudonaut.io: Jenkins 2.0: highly available master and dynamic agents](https://templates.cloudonaut.io/en/stable/jenkins) [COMMUNITY-TOOL] [YML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [itnext.io: docker in docker](https://itnext.io/docker-in-docker-521958d34efd) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [itnext.io: Jenkins X β€” Managing Jenkins](https://itnext.io/jenkins-x-managing-jenkins-926f0e0f8bcf) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [opensource.com - building cicd pipelines with jenkins 🌟](https://opensource.com/article/19/9/intro-building-cicd-pipelines-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.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)** [mtijhof.wordpress.com: Jenkins: Running a declarative pipeline from your Shared Library 🌟](https://mtijhof.wordpress.com/2019/04/22/jenkins-running-a-declarative-pipeline-from-your-shared-library) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [dev.to: 8 Jenkins plugins I can't live without (2019)](https://dev.to/jcoelho/8-jenkins-plugins-i-cant-live-without-3bin) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [Matrix 🌟](https://www.jenkins.io/blog/2019/11/22/welcome-to-the-matrix) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [piotrminkowski.wordpress.com: Kotlin microservice with spring boot](https://piotrminkowski.wordpress.com/2019/01/15/kotlin-microservice-with-spring-boot) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [javarevisited.blogspot.com: The 2020 Java Developer RoadMap 🌟](https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [developers.redhat.com: Jakarta EE 8: The new era of Java EE explained](https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [blog.openshift.com: Deploying jenkins on openshift - part 1](https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2019)** [blog.openshift.com: Improving jenkins performance on openshift - part 2](https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.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)*
-  - **(2019)** [opensource.com: A quickstart guide to Ansible 🌟](https://opensource.com/article/19/2/quickstart-guide-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(2019)** [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [featureflags.io: Flags vs Branching](https://featureflags.io/feature-flags-vs-branching) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [codeburst.io: Debug your code using git bisect](https://codeburst.io/debug-your-code-using-git-bisect-45db2983cc69) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2019)** [infoq.com: Kubernetes Operators in Depth](https://www.infoq.com/articles/kubernetes-operators-in-depth) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2019)** [maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap](https://github.com/maruina/aws-auth-manager) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [developers.redhat.com: 10 tips for reviewing code you don't like](https://developers.redhat.com/blog/2019/07/08/10-tips-for-reviewing-code-you-dont-like) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(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€” *Go to [Section](./cicd.md)*
-  - **(2019)** [Systems Monitoring with Prometheus and Grafana](https://flightaware.engineering/systems-monitoring-with-prometheus-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2019)** [Building an observability stack for automated performance tests on Kubernetes and OpenShift (part 2) 🌟](https://developers.redhat.com/blog/2019/01/03/leveraging-openshift-or-kubernetes-for-automated-performance-tests-part-2) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2019)** [bravenewgeek.com: The Observability Pipeline](https://bravenewgeek.com/the-observability-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2019)** [softwareengineeringdaily.com: Why Is Storage On Kubernetes So Hard? 🌟](https://softwareengineeringdaily.com/2019/01/11/why-is-storage-on-kubernetes-is-so-hard) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2019)** [forbes.com: 5 Cloud Native Storage Startups To Watch Out For In 2019](https://www.forbes.com/sites/janakirammsv/2019/06/28/5-cloud-native-storage-startups-to-watch-out-for-in-2019) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2019)** [thenewstack.io: Rancher Donates its β€˜Longhorn’ Kubernetes Persistent Storage Software to CNCF](https://thenewstack.io/rancher-donates-its-longhorn-kubernetes-persistent-storage-software-to-cncf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.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)*
-  - **(2019)** [opensource.com: Why Spinnaker matters to CI/CD](https://opensource.com/article/19/8/why-spinnaker-matters-cicd) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2019)** [itnext.io: Getting Started with Docker: Facts You Should Know 🌟](https://itnext.io/getting-started-with-docker-facts-you-should-know-d000e5815598) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./docker.md)*
-  - **(2019)** [infoq.com: Maintaining Software Quality with Microservices](https://www.infoq.com/presentations/microservices-software-quality) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - **(2019)** [CloudFormation Snippets 🌟](https://marketplace.visualstudio.com/items?itemName=dannysteenman.cloudformation-yaml-snippets) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2019)** [GitLab Workflow](https://marketplace.visualstudio.com/items?itemName=gitlab.gitlab-workflow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.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)** [gitpod.io 🌟🌟](https://ona.com) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2019)** [Microsoft: Python Engineering](https://devblogs.microsoft.com/python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2019)** [Red Hat Integration service registry](https://developers.redhat.com/blog/2019/12/16/getting-started-with-red-hat-integration-service-registry) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [verraes.net: DDD and Messaging Architectures 🌟](https://verraes.net/2019/05/ddd-msg-arch) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [devops.com: Best of 2019: Implementing Message Queue in Kubernetes](https://devops.com/implementing-message-queue-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [developers.redhat.com: Decoupling microservices with Apache Camel and Debezium](https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [martinfowler.com: How to Move Beyond a Monolithic Data Lake to a Distributed Data Mesh](https://martinfowler.com/articles/data-monolith-to-mesh.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./message-queue.md)*
-  - **(2019)** [weave.works: Going Cloud Native: 6 essential things you need to know](https://www.weave.works/technologies/going-cloud-native-6-essential-things-you-need-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2019)** [spec-india.com: Kubernetes VS Openshift (July 23rd 2019)](https://www.spec-india.com/blog) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2019)** [infoq.com: 7 Ways to Fail at Microservices](https://www.infoq.com/articles/microservices-seven-fail) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2019)** [Red Hat Enterprise Linux Blog. Tag: Varnish](https://rhelblog.redhat.com/tag/varnish) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2019)** [thenewstack.io: Grafana Adds Logging to Its Enterprise Observability Stack 🌟](https://thenewstack.io/grafana-adds-logging-to-its-enterprise-observability-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - **(2019)** [Monitoring kubernetes with Prometheus](https://opensource.com/article/19/11/introduction-monitoring-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2019)** [Cloud Native Monitoring with Prometheus 🌟](https://samirbehara.com/2019/05/30/cloud-native-monitoring-with-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2019)** [youtube playlist: How to setup Prometheus 🌟](https://www.youtube.com/playlist?list=PLVx1qovxj-anCTn6um3BDsoHnIr0O2tz3) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - **(2019)** [Install Red Hat 3scale and configure tenants with 7 simple commands](https://developers.redhat.com/blog/2019/09/09/install-3scale-multitenant-in-7-commands) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./developerportals.md)*
-  - **(2019)** [aws.amazon.com: Trainline Case Study](https://aws.amazon.com/solutions/case-studies) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2019)** [slideshare: FinOps: A Culture Transformation to Bring DevOps, Finance and the Business Together - AWS Summit Sydney](https://www.slideshare.net/AmazonWebServices/finops-a-culture-transformation-to-bring-devops-finance-and-the-business-together-sponsored-by-cloudability-aws-summit-sydney) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - **(2019)** [devops.com: SRE vs. DevOps β€” a False Distinction?](https://devops.com/sre-vs-devops-false-distinction) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2019)** [linkedin: DevOps vs Site Reliability Engineering](https://www.linkedin.com/pulse/devops-vs-site-reliability-engineering-sean-washington) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2019)** [devops.com: SRE vs. DevOps vs. Cloud Native: The Server Cage Match](https://devops.com/sre-devops-cloud-native-server-cage-match) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2019)** [javarevisited.blogspot.com: Top 5 Free Courses to Learn Kubernetes for Developers and DevOps Engineers](https://javarevisited.blogspot.com/2019/01/top-5-free-kubernetes-courses-for-DevOps-Engineer.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2019)** [useHooks - React Hooks Library](https://usehooks.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2019)** [Nomad an alternative to Kubernetes](https://blog.nobugware.com/post/2019/nomad_an_alternative_to_kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2019)** [cloudonaut.io: Advanced AWS Networking: Pitfalls That You Should Avoid](https://cloudonaut.io/advanved-aws-networking-pitfalls-that-you-should-avoid) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2019)** [aws.amazon.com: Creating active/passive BGP connections over AWS Direct Connect](https://aws.amazon.com/blogs/networking-and-content-delivery/creating-active-passive-bgp-connections-over-aws-direct-connect) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2019)** [aws.amazon.com: Network operations with AWS Network Manager](https://aws.amazon.com/products) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2019)** [awsfundamentals.blogspot.com: AWS Virtual Private Cloud - VPC](https://awsfundamentals.blogspot.com/2019/12/aws-vpc-fundamental.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2019)** [cloudonaut.io: AWS Client VPN: Connected with the Cloud](https://cloudonaut.io/aws-client-vpn-connected-with-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2019)** [smartbear.com: The State of API 2019 Report 🌟](https://smartbear.com/resources/all) [CASE STUDY] [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - **(2019)** [inovex.de: Welcome To The Container Jungle: Docker vs. containerd vs. Nabla vs. Kata vs. Firecracker and more! 🌟](https://www.inovex.de/de/blog/containers-docker-containerd-nabla-kata-firecracker) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2019)** [Why Red Hat is investing in CRI-O and Podman](https://www.redhat.com/en/blog/why-red-hat-investing-cri-o-and-podman) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2019)** [Introducing the Red Hat Universal Base Image 🌟](https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2019)** [What is Red Hat Universal Base Image?](https://developers.redhat.com/blog/2019/10/09/what-is-red-hat-universal-base-image) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2019)** [RH Universal Base Image FAQ](https://developers.redhat.com/articles/ubi-faq) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2019)** [managedkube.com: Troubleshooting a Kubernetes ingress](https://managedkube.com/kubernetes/trace/ingress/service/port/not/matching/pod/k8sbot/2019/02/13/trace-ingress.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2019)** [speakerdeck.com/mhausenblas (redhat): Troubleshooting Kubernetes apps](https://speakerdeck.com/mhausenblas/kubecologne-keynote-troubleshooting-kubernetes-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2019)** [enterprisersproject.com: How to explain Kubernetes Secrets in plain English 🌟](https://enterprisersproject.com/article/2019/8/kubernetes-secrets-explained-plain-english) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2019)** [code.egym.de: Horizontal Pod Autoscaler in Kubernetes (Part 1) β€” Simple Autoscaling using Metrics Server](https://code.egym.de/horizontal-pod-autoscaler-in-kubernetes-part-1-simple-autoscaling-using-metrics-server-929e96cc2ab2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2019)** [code.egym.de: Vertical Pod Autoscaler in Kubernetes](https://code.egym.de/vertical-pod-autoscaler-in-kubernetes-b12a5c61393f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2019)** [Crunchy PostgreSQL and Openshift](https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [slideshare.net: Operating PostgreSQL at Scale with Kubernetes](https://www.slideshare.net/jkatz05/operating-postgresql-at-scale-with-kubernetes-137132067) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [crunchydata blog: What's New in Crunchy PostgreSQL Operator 4.0](https://www.crunchydata.com/blog/crunchy-postgres-kubernetes-operator-4.0) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [opensource.com: Scaling PostgreSQL with Kubernetes Operators 🌟](https://opensource.com/article/19/2/scaling-postgresql-kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [Youtube: OpenShift Meetup Tokyo #05 - Operator and Operator Lifecycle Manager on OpenShift (2019, openshift 4.1)](https://www.youtube.com/watch?v=X4vuktlK0Tg) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [info.crunchydata.com: An Easy Recipe for Creating a PostgreSQL Cluster with Docker Swarm](https://www.crunchydata.com/blog/an-easy-recipe-for-creating-a-postgresql-cluster-with-docker-swarm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [ref1](https://www.redhat.com/en/blog/understanding-service-accounts-sccs) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [WKSctl - A New OSS Kubernetes Manager using GitOps](https://www.weave.works/blog/wksctl-a-new-oss-kubernetes-manager-using-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - **(2019)** [Stateful Kubernetes-In-a-Box with Kontena Pharos](https://blog.purestorage.com/stateful-kubernetes-pure-service-orchestrator-kontena-pharos) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2019)** [certdepot.net: OpenShift Free available resources 🌟](https://www.certdepot.net/openshift-free-available-resources) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [techbeatly.com: How to create, increase or decrease project quota](https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2019)** [blog.sonatype.com: Using Nexus 3 as Your Repository – Part 3: Docker Images 🌟](https://www.sonatype.com/blog/using-sonatype-nexus-repository-3-part-3-docker-images) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - **(2019)** [Take your Linux development experience in Windows to the next level with WSL and Visual Studio Code Remote](https://devblogs.microsoft.com/commandline/take-your-linux-development-experience-in-windows-to-the-next-level-with-wsl-and-visual-studio-code-remote) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2018)** [Full Cycle Developers at Netflix β€” Operate What You Build](https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2018)** [Applying Netflix DevOps Patterns to Windows](https://netflixtechblog.com/applying-netflix-devops-patterns-to-windows-2a57f2dbbf79) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2018)** [github.com/arun-gupta/docker-jenkins-pipeline: Docker + Java + Jenkins Pipeline](https://github.com/arun-gupta/docker-jenkins-pipeline) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [blog.openshift.com: AWS and red hat quickstart workshop](https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [tech.paulcz.net/blog/spring-into-kubernetes-part-1](https://tech.paulcz.net/blog/spring-into-kubernetes-part-1) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [blog.jessfraz.com: Hard Multi-Tenancy in Kubernetes (2018)](https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2018)** [kubernetes.io: Out of the Clouds onto the Ground: How to Make Kubernetes Production Grade Anywhere](https://kubernetes.io/blog/2018/08/03/out-of-the-clouds-onto-the-ground-how-to-make-kubernetes-production-grade-anywhere) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2018)** [blog.openshift.com: Introducing Red Hat Quay](https://www.redhat.com/en/blog/introducing-red-hat-quay) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2018)** [Atlassian Git Cheatsheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2018)** [martinfowler.com: Serverless Architectures](https://martinfowler.com/articles/serverless.html) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./serverless.md)*
-  - **(2018)** [Jenkins: Shifting Gears 🌟🌟](https://www.jenkins.io/blog/2018/08/31/shifting-gears) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [jenkins-infra/jenkins-usage-stats 🌟](https://github.com/jenkins-infra/jenkins-usage-stats) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [Youtube: Jenkins X: Continuous Delivery for Kubernetes with James Strachan](https://www.youtube.com/watch?v=BF3MhFjvBTU) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [opensource.com: Running Jenkins builds in Openshift containers](https://opensource.com/article/18/4/running-jenkins-builds-containers) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [Oracle's Java 11 trap - Use OpenJDK instead! 🌟](https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [Oracle OpenJDK](https://jdk.java.net/11) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [developers.redhat.com: Eclipse MicroProfile for Spring Boot developers](https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [java67.com: 10 Spring Framework Annotations Java Developer should learn - Example Tutorial](https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-developers.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [Spring Boot: ΒΏwar o jar? Ambos](https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [slideshare.net: OpenShift Container Platform CI/CD Build & Deploy 🌟](https://www.slideshare.net/mozillabros/openshift-container-platform-cicd-build-deploy) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [developers.redhat.com: Source versus binary S2I workflows with Red Hat OpenShift Application Runtimes](https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [jeffgeerling.com: Testing your Ansible roles with Molecule](https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2018)** [opensource.com: Testing Ansible roles with Molecule](https://opensource.com/article/18/12/testing-ansible-roles-molecule) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - **(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) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [devopszone.info: An Introduction To Git-flow Workflow](https://www.devopszone.info/post/an-introduction-to-git-flow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [infoworld.com: Why aren’t you using feature flags?](https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [codeburst.io: A Resource for all Things Git](https://codeburst.io/a-resource-for-all-things-git-b63d6626beca) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2018)** [Microsoft Visual Studio Team Services (VSTS)](https://www.dotnetcurry.com/visualstudio/1322/what-is-visual-studio-team-system-vsts) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2018)** [Compass 🌟](https://github.com/winfordlin/Compass) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler 🌟](https://codeberg.org/hjacobs/kube-downscaler) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [kubeshell](https://github.com/roubles/kubeshell) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [vadosware.io: Using Makefiles And Envsubst As An Alternative To Helm And' Ksonnet (deprecated)](https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Introducing the third of three Microsoft Clouds: Azure](https://www.catapultsystems.com/blogs/introducing-the-third-of-three-microsoft-clouds-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - **(2018)** [tech.buzzfeed.com: Continuous Deployments at BuzzFeed](https://tech.buzzfeed.com/continuous-deployments-at-buzzfeed-d171f76c1ac4) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2018)** [opensource.com: What is CI/CD?](https://opensource.com/article/18/8/what-cicd) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2018)** [opensource.com: Distributed tracing in a microservices world](https://opensource.com/article/18/9/distributed-tracing-microservices-world) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [opensource.com: 3 open source distributed tracing tools](https://opensource.com/article/18/9/distributed-tracing-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [devops.com: How Centralized Log Management Can Save Your Company](https://devops.com/how-centralized-log-management-can-save-your-company) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [Leveraging Kubernetes and OpenShift for automated performance tests (part 1)](https://developers.redhat.com/blog/2018/11/22/automated-performance-testing-kubernetes-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(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€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [devops.com: The Fallacy of Continuous Integration, Delivery and Testing](https://devops.com/the-fallacy-of-continuous-integration-delivery-and-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [howdns.works](https://howdns.works) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux.md)*
-  - **(2018)** [media.pearsoncmg.com: Recursive/Iterative Queries in DNS](https://media.pearsoncmg.com/aw/ecs_kurose_compnetwork_7/cw/content/interactiveanimations/recursive-iterative-queries-in-dns/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2018)** [stevelasker.blog: Docker Tagging: Best practices for tagging and versioning docker images](https://stevelasker.blog/2018/03/01/docker-tagging-best-practices-for-tagging-and-versioning-docker-images) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2018)** [github.blog: VS Code: Now creating pull requests 🌟](https://github.blog/news-insights/product-news/create-pull-requests-in-vscode) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2018)** [Helm Intellisense](https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisense&ssr=false) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2018)** [kenneth.io: Introducing remote debugging of Node.js apps on Azure App Service' from VS Code](https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2018)** [digitalocean.com: How To Code in Python 3 🌟](https://www.digitalocean.com/community/tutorial-series/how-to-code-in-python-3) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2018)** [webcodegeeks.com: Python Django Tutorial](https://www.webcodegeeks.com/python/python-django-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [O'Really: Streaming data](https://streamingsystems.net) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2018)** [threadreaderapp.com:  Kelsey Hightower: "Kubernetes has made huge improvements in the ability to run stateful workloads including databases and message queues, but I still prefer not to run them on Kubernetes" 🌟](https://threadreaderapp.com/thread/963413508300812295.html) [COMMUNITY-TOOL] [CONCEPTUAL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2018)** [purnapoudel.blogspot.com: How to Configure PostgreSQL with SSL/TLS support on Kubernetes](https://purnapoudel.blogspot.com/2018/09/how-to-configure-postgresql-with-ssl-tls-on-kubernetes.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2018)** [developers.redhat.com: Why Kubernetes is The New Application Server](https://developers.redhat.com/blog/2018/06/28/why-kubernetes-is-the-new-application-server) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2018)** [thestack.com: OpenShift in a world of KaaS 🌟](https://techerati.com/the-stack-archive/cloud/2018/10/18/openshift-in-a-world-of-kaas) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2018)** [mockuper.net](https://mockuper.net) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2018)** [How to use Ansible to set up system monitoring with Prometheus](https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2018)** [Adding API Gateway Policies Now Easier With Red Hat 3scale API Management](https://developers.redhat.com/blog/2018/05/30/3scale-api-gateway-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2018)** [Red Hat 3Scale API Management @Youtube](https://www.youtube.com/watch?v=kBBBhpKIv9I) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - **(2018)** [hbr.org: Stop Hiring for Culture Fit](https://hbr.org/2018/01/how-to-hire) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2018)** [cloud.google.com: SRE vs. DevOps: competing standards or close friends?](https://cloud.google.com/blog/products/devops-sre) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2018)** [devops.com: Site Reliability Engineering 101: DevOps Versus SRE](https://devops.com/site-reliability-engineering-101-devops-versus-sre) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2018)** [opensource.com: What is an SRE and how does it relate to DevOps?](https://opensource.com/article/18/10/sre-startup) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2018)** [shekhargulati.com: Service Discovery for Modern Distributed Applications](https://shekhargulati.com/2018/08/01/week-1-service-discovery-for-modern-distributed-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2018)** [blog.risingstack.com: Designing a Microservices Architecture for Failure](https://blog.risingstack.com/designing-microservices-architecture-for-failure) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - **(2018)** [cloudonaut.io: What Architects Need to Know About Networking on AWS](https://cloudonaut.io/what-architects-need-to-know-about-networking-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2018)** [Find the fastest region from your location](https://aws-latency.altaircp.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2018)** [Linkedin Discussion](https://www.linkedin.com/uas/login?session_redirect=https%3A%2F%2Fwww.linkedin.com%2Fgroups%2F49531%2F49531-6092152919937794052) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2018)** [Creando un API REST en Java (parte 1)](https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2018)** [Oracle Database Encryption Options on Amazon RDS](https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2018)** [A Practical Introduction to Container Terminology](https://developers.redhat.com/blog/2018/02/22/container-terminology-practical-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2018)** [Intro to Podman](https://developers.redhat.com/blog/2018/08/29/intro-to-podman) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2018)** [kubernetes.io: Introducing kustomize; Template-free Configuration Customization for Kubernetes](https://kubernetes.io/blog/2018/05/29/introducing-kustomize-template-free-configuration-customization-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - **(2018)** [slideshare.net: Deploying PostgreSQL on Kubernetes](https://www.slideshare.net/vyruss000/deploying-postgresql-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2018)** [Youtube: Crunchy PostgreSQL Operator for Kubernetes 3.4 Overview (2018)](https://www.youtube.com/watch?v=gaXlrlz7GVc) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2018)** [callicoder.com: Scaffolding your Spring Boot Application with Yeoman](https://www.callicoder.com/scaffolding-your-spring-boot-application) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2018)** [Running an insecure registry –insecure-registry](https://forums.docker.com/t/running-an-insecure-registry-insecure-registry/8159) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./registries.md)*
-  - **(2018)** [ΒΏInformΓ‘tico explotado en una consultora? Las webs para β€˜freelances’ te salvarΓ‘n la vida](https://www.elconfidencial.com/tecnologia/2018-05-12/informatico-freelance-carnica-freelancer-yeeply_1562518) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.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)*
-  - **(2017)** [blog.harbur.io: Demystifying stateful apps on Kubernetes by deploying an etcd cluster](https://blog.harbur.io/demystifying-stateful-apps-on-kubernetes-by-deploying-an-etcd-cluster-b85bf8c16fea) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2017)** [cri-o.io](https://cri-o.io) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2017)** [Get started with OpenShift Origin 3 and GitLab](https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2017)** [youtube: Jenkins World 2017: How to Use Jenkins Less 🌟](https://www.youtube.com/watch?v=Zeqc6--0eQw&ab_channel=CloudBeesTV) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2017)** [jenkins.io: Parallel stages with Declarative Pipeline 1.2 🌟](https://www.jenkins.io/blog/2017/09/25/declarative-1) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2017)** [jenkins.io: Share a standard Pipeline across multiple projects with Shared Libraries 🌟](https://www.jenkins.io/blog/2017/10/02/pipeline-templates-with-shared-libraries) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2017)** [javaconceptoftheday.com: Java 9 Interface Private Methods](https://javaconceptoftheday.com/java-9-interface-private-methods) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2017)** [Simply Explained: OpenShift and Jenkins Pipelines](https://www.redhat.com/en/blog/jenkins-pipelines) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2017)** [Trunk Based Development](https://trunkbaseddevelopment.com) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2017)** [trunkbaseddevelopment.com: Alternative Branching Models](https://trunkbaseddevelopment.com/alternative-branching-models) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2017)** [martinfowler.com: Continuous Integration (original version)](https://martinfowler.com/articles/originalContinuousIntegration.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - **(2017)** [VMware Cloud on AWS](https://aws.amazon.com/es/vmware) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2017)** [containerd.io](https://containerd.io) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2017)** [Youtube: Demo of Crunchy Data Postgres Operator v1.0.0 (2017)](https://www.youtube.com/watch?v=HX10WWTRiTY) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - **(2017)** [developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)](https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2017)** [engineeringmanagement.info: Planning and Schedule Free Templates](https://www.engineeringmanagement.info/2017/02/planning-and-schedule-free-templates.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2017)** [Using WSL and MobaXterm to Create a Linux Dev Environment on Windows](https://nickjanetakis.com/blog/using-wsl-and-mobaxterm-to-create-a-linux-dev-environment-on-windows) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2017)** [Setting Up Docker for Windows and WSL to Work Flawlessly](https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2016)** [thenewstack.io: Tigera's Calico Aims to Ease Connectivity Pain with Kubernetes](https://thenewstack.io/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - **(2016)** [SIG Apps: build apps for and operate them in Kubernetes](https://kubernetes.io/blog/2016/08/sig-apps-running-apps-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - **(2016)** [jenkinsci/jenkins-scripts 🌟](https://github.com/jenkinsci/jenkins-scripts) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2016)** [jenkins.io - Tuning Jenkins GC For Responsiveness and Stability with Large Instances 🌟](https://www.jenkins.io/blog/2016/11/21/gc-tuning) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - **(2016)** [adictosaltrabajo.com: CΓ³mo reducir el cΓ³digo repetitivo con Lombok](https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2016)** [java67.com: How to Create and Start Multiple Threads in Java? - Example Tutorial](https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2016)** [aprendegit.com: git-flow: la rama develop y uso de feature branches](https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [thinkinglabs.io: Feature Branching considered Evil](https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [tutorialzine.com: Learn git in 30 minutes 🌟](https://tutorialzine.com/2016/06/learn-git-in-30-minutes) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2016)** [opensource.com: How to restore older file versions in Git](https://opensource.com/life/16/7/how-restore-older-file-versions-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2016)** [adictosaltrabajo.com: MonitorizaciΓ³n y anΓ‘lisis de rendimiento de aplicaciones con Dynatrace APM](https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace) [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./monitoring.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)*
-  - **(2016)** [opensource.com: A Linux networking guide to CIDR notation and configuration - sipcalc 🌟](https://opensource.com/article/16/12/cidr-network-notation-configuration-linux) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2016)** [5 Tips to Boost the Performance of Your Apache Web Server](https://www.tecmint.com/apache-performance-tuning) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./networking.md)*
-  - **(2016)** [AWS Config Rules now available in 4 new regions: US West (Oregon), EU (Ireland),' EU (Frankfurt) and Asia Pacific (Tokyo)](https://aws.amazon.com/about-aws/whats-new/2016/04/aws-config-rules-now-available-in-4-new-regions-us-west-oregon-eu-ireland-eu-frankfurt-and-asia-pacific-tokyo) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2016)** [developers.redhat.com: Keep it small: a closer look at Docker image sizing](https://developers.redhat.com/blog/2016/03/09/more-about-docker-images-size) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - **(2016)** [Integrated Terminal](https://code.visualstudio.com/docs/terminal/basics) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2016)** [Repl.it](https://replit.com) [COMMUNITY-TOOL] [POLYGLOT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2016)** [New String Formatting in Python 3.6](https://zerokspot.com/weblog/2015/12/31/new-string-formatting-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [Python FAQ: Why should I use Python 3? 🌟](https://eev.ee/blog/2016/07/31/python-faq-why-should-i-use-python-3) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2016)** [Lists vs. Tuples](https://nedbatchelder.com/blog/201608/lists_vs_tuples.html) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2016)** [digitalocean.com: How To Use the Python Map Function 🌟](https://www.digitalocean.com/community/tutorials/how-to-use-the-python-map-function) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2016)** [thenextweb.com: 6 practical tricks every Python developer should have](https://thenextweb.com/news/6-practical-tricks-every-python-developer-should-have) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2016)** [Create a GUI Application Using Qt and Python in Minutes: Example Web Browser](https://www.digitalpeer.com/blog/create-a-gui-application-using-qt-and-python-in-minutes-example-web-browser) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./python.md)*
-  - **(2016)** [opensource.com: How to use Python to hack your Eclipse IDE](https://opensource.com/life/16/2/how-use-python-hack-your-ide) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [engineering.atspotify.com: Spotify’s Event Delivery – The Road to the Cloud (Part I)](https://engineering.atspotify.com/2016/2/spotifys-event-delivery-the-road-to-the-cloud-part-i) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - **(2016)** [infoq.com: Turning Microservices Inside-Out](https://www.infoq.com/articles/microservices-inside-out) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - **(2016)** [Red Hat JBoss Data Grid is Not Just for Caching Java Objects Anymore 🌟](https://thenewstack.io/red-hat-jboss-data-grid-not-just-storing-java-objects-anymore) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2016)** [highscalability.com: Building nginx and Tarantool based services 🌟](https://highscalability.com/blog/2016/2/17/building-nginx-and-tarantool-based-services.html) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2016)** [cssnectar.com](https://cssnectar.com) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2016)** [hbr.org: Optimists Are Better at Finding New Jobs](https://hbr.org/2016/04/optimists-are-better-at-finding-new-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2016)** [hbr.org: Change Your Career Without Having to Start All Over Again](https://hbr.org/2016/05/change-your-career-without-having-to-start-all-over-again) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - **(2016)** [Google: What is Site Reliability Engineering (SRE)?](https://sre.google) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2016)** [sre.google: sre-book - The Evolving SRE Engagement Model](https://sre.google/sre-book/evolving-sre-engagement-model) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - **(2016)** [Elastic Network Adapter](https://aws.amazon.com/blogs/aws/elastic-network-adapter-high-performance-network-interface-for-amazon-ec2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [aws blogs - New – AWS Application Load Balancer](https://aws.amazon.com/blogs/aws/new-aws-application-load-balancer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [Build a Modular and Scalable Amazon VPC Architecture with New Quick Start](https://aws.amazon.com/about-aws/whats-new/2016/07/build-a-modular-and-scalable-amazon-vpc-architecture-with-new-quick-start) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [Specifying the VPC for your Amazon RDS DB Instance](https://aws.amazon.com/about-aws/whats-new/2016/08/specifying-the-vpc-for-your-amazon-rds-db-instance) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [Amazon CloudFront now supports HTTP/2](https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-cloudfront-now-supports-http2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [AWS Application Discovery Service Update – Agentless Discovery for VMware](https://aws.amazon.com/blogs/aws/aws-application-discovery-service-update-agentless-discovery-for-vmware) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [Creating and Deploying PHP Applications on AWS Elastic Beanstalk](https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/create_deploy_PHP_eb.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [AWS Elastic Beanstalk Supports ASP.NET Core and Multi-App .NET Support](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-asp-net-core-and-multi-app-net-support) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [AWS Elastic Beanstalk Supports Application Load Balancer](https://aws.amazon.com/about-aws/whats-new/2016/08/aws-elastic-beanstalk-supports-application-load-balancer) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [Configuring an Application Load Balancer](https://docs.aws.amazon.com/elasticbeanstalk/latest/dg/environments-cfg-applicationloadbalancer.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [youtube: AWS OpsWorks Overview and Demo](https://www.youtube.com/watch?v=cj_LoG6C2xk&list=PLR3sVanzLpJN6BiYS20K4BMPpiDGifbZy) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [London DevOps - Trainline, A DevOps Journey - Chris Turvil](https://www.youtube.com/watch?v=IUvUmqu1MBQ) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [AWS Lambda, Echo, and the Future of Cloud Automation](https://www.logicworks.net/blog/2016/01/aws-lambda-echo-cloud-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2016)** [Learn AWS Security Fundamentals with Free and Online Training](https://aws.amazon.com/about-aws/whats-new/2016/06/learn-aws-security-fundamentals-with-free-and-online-training) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2016)** [PCI DSS Standardized Architecture on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/05/pci-dss-standardized-architecture-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2016)** [Amazon Inspector Announces General Availability for Windows](https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2016)** [Docker Datacenter on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/es/about-aws/whats-new/2016/06/docker-datacenter-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - **(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€” *Go to [Section](./aws-training.md)*
-  - **(2015)** [Git DMZ Flow](https://gist.github.com/djspiewak/9f2f91085607a4859a66) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2015)** [gist.github.com/JamesMGreene: A comparison of using `git flow` commands' versus raw `git` commands](https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2015)** [slideshare: Http Status Code Errors in SEO](https://www.slideshare.net/AdelaRoger/http-status-code-errors-in-seo) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2015)** [SPDY & HTTP 2 with Akamai CTO Guy Podjarny](https://www.youtube.com/watch?v=WkLBrHW4NhQ) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - **(2015)** [HTTP/2 With JBoss EAP 7 - Tech Preview](https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2015)** [Using Version Control in VS Code](https://code.visualstudio.com/docs/sourcecontrol/overview) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2015)** [Talk Python To Me Podcast](https://talkpython.fm) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [fedoralovespython.org 🌟](https://fedoralovespython.org) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [My top 5 β€˜new’ Python modules of 2015](https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Awesome Django. A curated list of awesome Django apps, projects and resources](https://gitlab.com/rosarior/awesome-django) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [How To Deadlock Your Python With getaddrinfo()](https://emptysqua.re/blog/getaddrinfo-deadlock) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Don't Make Us Say We Told You So: virtualenv for New Pythonistas](https://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [commandlinefu.com: pip install into current directory without virtualenv](https://www.commandlinefu.com/commands/view/17656/pip-install-into-current-directory-without-virtualenv) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Talk Python To Me Podcast. Episode #36: Python IDEs with the PyCharm team](https://talkpython.fm/episodes/show/36/python-ides-with-the-pycharm-team) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [If you don't like exceptions, you don't like Python](https://stupidpythonideas.blogspot.com.es/2015/05/if-you-dont-like-exceptions-you-dont.html) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Slideshare: Caching](https://www.slideshare.net/NasceniaIT/brown-bag-caching-rafi-faisal-48694442) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2015)** [slideshare: Haproxy web performance](https://www.slideshare.net/haproxytech/haproxy-web-performance-55536394) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2015)** [slideshare: Haproxy best practice](https://www.slideshare.net/haproxytech/haproxy-best-practice) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2015)** [slideshare: Load Balancing MySQL with HAProxy](https://www.slideshare.net/Severalnines/load-balancing-mysql-with-haproxy-webinar-replay-english-44071270) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2015)** [slideshare: Performance Tuning of HAProxy for Database Load Balancing](https://www.slideshare.net/Severalnines/haproxy-mysql-slides) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2015)** [Nginx: a caching, thumbnailing, reverse proxying image server? 🌟](https://charlesleifer.com/blog/nginx-a-caching-thumbnailing-reverse-proxying-image-server-) [COMMUNITY-TOOL] [NGINX CONF CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(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) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2015)** [InfoWorld Review – Amazon Aurora Rocks MySQL](https://aws.amazon.com/blogs/aws/infoworld-review-amazon-aurora-rocks-mysql) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2015)** [aws.amazon.com/en/iot](https://aws.amazon.com/iot) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2015)** [developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC Framework](https://developers.googleblog.com/introducing-grpc-a-new-open-source-http2-rpc-framework) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2015)** [AWS WAF - Web Application Firewall](https://aws.amazon.com/waf) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - **(2015)** [OCI: Open Container Initiative](https://opencontainers.org) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - **(2014)** [paulhammant.com: Microsoft's Trunk-Based Development](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [gitlab.com](https://about.gitlab.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [Why Python 3 exists](https://www.snarky.ca/why-python-3-exists) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [Setting up Python on OSX: UPDATED](https://staticnat.com/setting-up-python-on-osx) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [PEP 8 Cheatsheet 🌟](https://www.scribd.com/document/207247675/PEP-8-Cheatsheet-2009) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - **(2014)** [slideshare: How To Set Up SQL Load Balancing with HAProxy](https://www.slideshare.net/Severalnines/severalnines-ha-proxyjul20143) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2014)** [Nginxconf 2014. When Dynamic Becomes Static:The Next Step in Web Caching Techniques: Wim Godden](https://www.youtube.com/watch?v=OssIuHbgzJY) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2014)** [AWS Tips I Wish I'd Known Before I Started (Feb 2014)](https://wblinks.com/notes/aws-tips-i-wish-id-known-before-i-started) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2014)** [Cambios importantes en la gestiΓ³n de memoria de Java 8 de Oracle](https://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2014)** [PermGen eliminado](https://www.infoq.com/articles/Java-PERMGEN-Removed) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2013)** [SELinux](https://www.slideshare.net/openshift/openshift-18812162) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - **(2013)** [windup](https://github.com/windup) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2013)** [javarevisited.blogspot.com: Role based Access control using Spring Security and MVC, Mapping LDAP Groups to Authorities for Authorization](https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2013)** [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2013)** [paulhammant.com: What is Your Branching Model?:](https://paulhammant.com/2013/12/04/what_is_your_branching_model) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2013)** [The docker-py repository: an API client for docker written in Python](https://docker-py.readthedocs.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2012)** [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2012)** [git-flow.readthedocs.io](https://git-flow.readthedocs.io/en/latest) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2012)** [Full Stack Python is an open book that explains each Python web application stack layer and provides the best web resources for those topics](https://www.fullstackpython.com) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2012)** [realpython.com](https://realpython.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2012)** [Slideshare: Introduction to memcached](https://www.slideshare.net/oemebamo/introduction-to-memcached) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2012)** [Youtube: Introduction to NoSQL by Martin Fowler](https://www.youtube.com/watch?v=qI_g07C_Q5I) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - **(2011)** [github.com/jenkinsci 🌟](https://github.com/jenkinsci) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2011)** [devroom.io: Git Squash your latests commits into one](https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./git.md)*
-  - **(2011)** [pyvideo.org](https://pyvideo.org) [COMMUNITY-TOOL] [HTML CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2011)** [nczonline: How content delivery networks (CDNs) work - Nov 2011](https://humanwhocodes.com/blog/2011/11/29/how-content-delivery-networks-cdns-work) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - **(2011)** [AWS Elastic Beanstalk Documentation](https://aws.amazon.com/documentation/elastic-beanstalk) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(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€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2010)** [nvie.com: Feature Branches. A successful Git branching model](https://nvie.com/posts/a-successful-git-branching-model) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2010)** [Dapper](https://research.google/pubs/dapper-a-large-scale-distributed-systems-tracing-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - **(2010)** [LearnPython.org interactive Python tutorial](https://www.learnpython.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2009)** [nodejs.org](https://nodejs.org/en) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2008)** [bitbucket.org](https://bitbucket.org) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - **(2008)** [AWS Support](https://aws.amazon.com/premiumsupport) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2008)** [blog.pythonlibrary.org 🌟](https://www.blog.pythonlibrary.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2008)** [Dough Hellmann - Python, OpenStack and Open Source](https://doughellmann.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2008)** [v8.dev:](https://v8.dev) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2006)** [status.aws.amazon.com: Service Health Dashboard](https://health.aws.amazon.com/health/status) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2006)** [AWS Glossary](https://docs.aws.amazon.com/general/latest/gr/glos-chap.html) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - **(2006)** [liquibase.org](https://www.liquibase.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(1999)** [json.org: Introducing JSON](https://www.json.org/json-en.html) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [DZone: Defining Day-2 Operations](https://dzone.com/articles/defining-day-2-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [alexander-goida.medium.com: Thoughts about breaking silos of software engineering' teams 🌟](https://alexander-goida.medium.com/thoughts-about-breaking-silos-of-software-engineering-teams-323d1f78ef68) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [reddit.com: Promotion Driven Development](https://www.reddit.com/r/ExperiencedDevs/comments/pw6vuv/promotion_driven_development) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [en.wikipedia.org: Kiss up kick down](https://en.wikipedia.org/wiki/Kiss_up_kick_down) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [itnext.io: Generically working with Kubernetes objects in Go](https://itnext.io/generically-working-with-kubernetes-resources-in-go-53bce678f887) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [blog.getpostman.com](https://blog.getpostman.com) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - [Dzone: how to use postman to manage and execute your APIs](https://dzone.com/articles/how-to-use-postman-to-manage-and-execute-your-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - [medium: Kubernetes Tutorial: Your Complete Guide to Deploying an App on' AWS with Postman 🌟](https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - [vaishnavidontha.hashnode.dev: API Testing using Postman - Part 1](https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - [blog.balasundar.com: Run Postman collections using Newman and Python](https://blog.balasundar.com/run-postman-collections-using-newman-and-python) [COMMUNITY-TOOL] β€” *Go to [Section](./postman.md)*
-  - [ft.com: Women in finance say β€˜mediocre’ male managers block progress](https://www.ft.com/content/08ff1bd0-2e2b-4d20-bb9f-dfe8c5a9807b) [COMMUNITY-TOOL] β€” *Go to [Section](./hr.md)*
-  - [javascript.plainenglish.io: Angular is Costing Companies Billions](https://javascript.plainenglish.io/enough-why-its-time-to-rip-out-angular-7d831802c8a2) [COMMUNITY-TOOL] β€” *Go to [Section](./angular.md)*
-  - [venturebeat.com: Cloudflare acquires Linc to automate web app deployment](https://venturebeat.com/2020/12/22/cloudflare-acquires-linc-to-automate-web-app-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./cloudflare.md)*
-  - [medium.com/google-cloud/tagged/devops](https://medium.com/google-cloud/tagged/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [venturebeat.com: Google Cloud announces Network Connectivity Center to simplify' hybrid cloud management](https://venturebeat.com/2021/03/23/google-cloud-announces-network-connectivity-center-to-simplify-hybrid-cloud-management) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [medium.com/google-cloud: Design your Landing Zone β€” Design Considerations' Part 4β€” IaC, GitOps and CI/CD (Google Cloud Adoption Series)](https://medium.com/google-cloud/design-your-landing-zone-design-considerations-part-4-iac-gitops-and-ci-cd-google-cloud-ae3f533c6dbd) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [engineering.mercari.com: Kubernetes based autoscaler for Cloud Spanner](https://engineering.mercari.com/en/blog/entry/20211222-kubernetes-based-spanner-autoscaler) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [medium.com/google-cloud: Anthos-at-Home: Spinning Up a Bare-Metal Anthos' Cluster on Dumpster Servers](https://medium.com/google-cloud/anthos-at-home-spinning-up-a-bare-metal-anthos-cluster-on-dumpster-servers-5bcef301cfa5) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [Terraform Provider for Google Cloud 7.0 is now GA](https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - [medium: 6 key areas to improve your DevOps performance](https://medium.com/codex/6-key-areas-to-improve-your-devops-performance-f4c4226feb25) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [dzone.com/trendreports/devops-3: DevOps](https://dzone.com/trendreports/devops-3) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [yourdevopsmentor.com: How to become a DevOps engineer – 5 easy steps](https://yourdevopsmentor.com/blog/how-to-become-a-devops-engineer) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [guru99.com: DevOps Lifecycle: Different Phases Explained with Examples 🌟](https://www.guru99.com/devops-lifecycle.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@polatatc: Terraform; the most demanded DevOps skill!](https://medium.com/@polatatc/terraform-the-most-demanded-devops-skill-88c461641e7b) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [devopslearners.com](https://devopslearners.com) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [Dzone: Configuration Drift 🌟](https://dzone.com/articles/configuration-drift) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [Wikipedia.org: DevOps](https://en.wikipedia.org/wiki/DevOps) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [How to be a great DevOps Engineer 🌟](https://blog.shippable.com/how-to-be-a-great-devops-engineer) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [dzone: Are You Stuck in the New DevOps Matrix From Hell? 🌟](https://dzone.com/articles/are-you-stuck-in-the-new-devops-matrix-from-hell) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium: How to Become a DevOps Engineer in 2020 (Tj Blogumas)](https://medium.com/better-programming/how-to-become-a-devops-engineer-in-2020-7618492a09d8) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium: How to Become a DevOps Engineer in 2020 (Shane Shown)](https://medium.com/swlh/how-to-become-an-devops-engineer-in-2020-80b8740d5a52) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [Digestible DevOps: The 7 DevOps Practices](https://levelup.gitconnected.com/digestible-devops-the-7-devops-practices-8bd8b34e1418) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [Hating code of others](https://statemanagement.substack.com/p/hating-the-code-of-others) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [dzone: DevOps Guide: Implementing Four-Eyes Principle With Process Automation' Tooling](https://dzone.com/articles/devops-guide-implementing-four-eyes-principle-with) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [cloudsavvyit.com: A Beginner’s Introduction To DevOps Principles](https://www.cloudsavvyit.com/3233/a-beginners-introduction-to-devops-principles) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [sysadmin.prod.acquia-sites.com: 10 container guides for sysadmins](https://sysadmin.prod.acquia-sites.com/sysadmin/container-guides-2020) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [dzone: 15 DevOps Trends to Expect in 2021 🌟](https://dzone.com/articles/15-devops-trends-to-expect-in-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [devops.com: 5 Steps to Successful DevOps Culture](https://devops.com/five-steps-to-successful-devops-culture) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com: DevOps, Observability, and the need to tear down organizational' boundaries 🌟](https://medium.com/lightstephq/devops-observability-and-the-need-to-tear-down-organizational-boundaries-f5d25755ff3a) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [itproportal.com: How to implement DevOps successfully in 2021 🌟](https://www.itproportal.com/features/how-to-implement-devops-successfully-in-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium: Digital Transformation for Modern Enterprises Through DevOps β€” A' Complete Guide](https://medium.com/hackernoon/digital-transformation-for-modern-enterprises-through-devops-a-complete-guide-6f595463c7dd) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [puppet.com: The 2021 State of DevOps Report is here! 🌟](https://puppet.com/resources/report/2021-state-of-devops-report) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [devops.com: 5 Tips for a Successful DevOps Implementation](https://devops.com/5-tips-for-a-successful-devops-implementation) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [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€” *Go to [Section](./devops.md)*
-  - [blog.udemy.com: Becoming a DevOps Engineer: Understanding the Role and' Responsibilities](https://blog.udemy.com/devops-engineer) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@hunkarbozkurt: What is DevOps? How Was DevOps Derived?](https://medium.com/@hunkarbozkurt/what-is-devops-how-was-devops-derived-660ef47d42d6) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [blog.devops.dev: Devops Best Practices for Continuous Delivery 🌟](https://blog.devops.dev/devops-best-practices-for-continuous-delivery-2f0ebbae65c6) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@devfire: How To Become a DevOps Engineer In Six Months or Less,' Part 6: Observe](https://medium.com/@devfire/how-to-become-a-devops-engineer-in-six-months-or-less-part-7-monitor-47c61aea0bf7) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [rcls.medium.com: Stop calling yourselves DevOps engineers](https://rcls.medium.com/stop-calling-yourselves-devops-engineers-f9dfec382d0d) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/agileinsider: DevOps Principles and Practices Explained in Ten' Minutes](https://medium.com/agileinsider/devops-principles-and-practices-explained-in-ten-minutes-6cec7e1dae6d) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@perspectivementor: 6 Essential Skills for Landing a DevOps Job' in 2024](https://medium.com/@perspectivementor/6-essential-skills-for-landing-a-devops-job-in-2024-88f6c19341d7) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/keptn: DORA metrics: automatically, for all your Kubernetes workloads](https://medium.com/keptn/dora-metrics-automatically-for-all-your-kubernetes-workloads-42225f4b8515) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium: The Complete DevOps RoadMap 🌟](https://medium.com/hackernoon/the-2018-devops-roadmap-31588d8670cb) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [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€” *Go to [Section](./devops.md)*
-  - [datacenterdynamics.com: Why NetOps needs a digital sandbox to benefit from' DevOps](https://www.datacenterdynamics.com/en/opinions/why-netops-needs-a-digital-sandbox-to-benefit-from-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [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€” *Go to [Section](./devops.md)*
-  - [Zebrium](https://www.zebrium.com) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/agorapulse-stories: Platform Engineering, Part 3: WHEN & HOW' to Build an Internal Developer Platform](https://medium.com/agorapulse-stories/platform-engineering-part-3-when-how-to-build-an-internal-developer-platform-cfb22efcca34) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [devops.com: What’s the Difference Between DevOps and Platform Engineering?](https://devops.com/whats-the-difference-between-devops-and-platform-engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@rphilogene: What’s an Internal Developer Platform?](https://medium.com/@rphilogene/whats-an-internal-developer-platform-8f52fb367552) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/devoptimism: DevOps+Platform Engineering: A Necessary Love Story' of Efficiency](https://medium.com/devoptimism/devops-platform-engineering-a-necessary-love-story-of-efficiency-783dff78fd81) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@rphilogene: Platform Engineering #7: Internal Developer Platform' vs. Internal Developer Portal](https://medium.com/@rphilogene/platform-engineering-7-internal-developer-platform-vs-internal-developer-portal-05c33658891b) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [fernandovillalba.substack.com: DevOps: Don't destroy silos, transform them](https://fernandovillalba.substack.com/p/devops-dont-destroy-silos-transform) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [overcast.blog: 15 Cloud-Native DevOps Tools You Should Know](https://overcast.blog/15-cloud-native-devops-tools-you-should-know-36129057a15c) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/spacelift: Platform Engineering vs. DevOps](https://medium.com/spacelift/platform-engineering-vs-devops-ade389ce819e) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [medium.com/@rphilogene: Top 10 Platform Engineering Tools You Should Consider' in 2024](https://medium.com/@rphilogene/top-10-platform-engineering-tools-you-should-consider-in-2024-892e6e211b85) [COMMUNITY-TOOL] β€” *Go to [Section](./devops.md)*
-  - [reddit.com/r/devops](https://www.reddit.com/r/devops) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [SysAdmin Casts](https://sysadmincasts.com) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [DevStack](https://devstack.in) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [kubernetes-advocate.medium.com 🌟](https://kubernetes-advocate.medium.com) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [swissarmydevops.com](https://swissarmydevops.com) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [dzone: DIY DevOps, CI, and CD with GitHub, Docker and a VPS](https://dzone.com/articles/diy-devops-ci-and-cd-with-github-docker-and-a-vps) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [kubernetes-advocate.medium.com: Website Deployment to AWS with Ansible](https://kubernetes-advocate.medium.com/how-to-deploy-a-website-to-aws-with-ansible-e878a63dd93) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [konstruktoid.medium.com: Running a NGINX container using rootless Docker' with Ansible](https://konstruktoid.medium.com/running-a-nginx-container-using-rootless-docker-with-ansible-a2bfcedd3b07) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [kmahi2600.medium.com: Launching A WordPress Application With MYSQL Database' in K8S Cluster On AWS Using Ansible](https://kmahi2600.medium.com/launching-a-wordpress-application-with-mysql-database-in-k8s-cluster-on-aws-using-ansible-a78d6bf12b1a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [faun.pub: Automation: Deploying an app in GKE using Ansible](https://faun.pub/automation-deploying-an-app-in-gke-using-ansible-4b6687967ac3) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [ankush-chavan.medium.com: Creating Multi-Cloud Kubernetes Cluster on AWS,' Azure, and GCP cloud](https://ankush-chavan.medium.com/creating-multi-cloud-kubernetes-cluster-on-aws-azure-and-gcp-cloud-92d64633bdfc) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: Clean Up Your Kubernetes Deployments Using Ansible](https://betterprogramming.pub/clean-up-your-kubernetes-deployments-using-ansible-10a000db313b) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [praveendandu24.medium.com: Ensuring AWS Infrastructure Consistency with' Ansible Playbooks](https://praveendandu24.medium.com/ansible-infrastructure-testing-to-test-aws-resources-bd8bdba9ab7c) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@Kubernetes_Advocate 🌟](https://medium.com/@Kubernetes_Advocate) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Efficient Node Out-of-Resource Management in Kubernetes](https://medium.com/kubernetes-tutorials/efficient-node-out-of-resource-management-in-kubernetes-67f158da6e59) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Prometheus-Grafana on K8s](https://medium.com/@sdhah1999/prometheus-grafana-on-k8s-6efee4af4036) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [trainings.kubernauts.sh](https://trainings.kubernauts.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [magalix.com: How To Integrate OPA Into Your Kubernetes Cluster Using Kube-mgmt](https://www.magalix.com/blog/how-to-integrate-opa-into-your-kubernetes-cluster-using-kube-mgmt) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Build a Federation of Multiple Kubernetes Clusters With Kubefed' V2](https://medium.com/better-programming/build-a-federation-of-multiple-kubernetes-clusters-with-kubefed-v2-8d2f7d9e198a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Single Sign-On in Kubernetes](https://medium.com/@andriisumko/single-sign-on-in-kubernetes-1ad9528350ed) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Kubernetes in a nutshell β€” tutorial for beginners 🌟🌟](https://medium.com/swlh/kubernetes-in-a-nutshell-tutorial-for-beginners-caa442dfd6c0) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [dzone: Bootstrapping Java Kubernetes Apps With Spring Initializr and K8s' Initializer 🌟](https://dzone.com/articles/bootstrapping-java-kubernetes-apps-no-yaml) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Production Ready CI/CD Pipeline with Kubernetes](https://medium.com/awsblogs/ci-cd-with-kubernetes-3c29e8073c38) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [myweblearner.com: Kubernetes(k8s) Readiness and Liveness Probe](https://myweblearner.com/springboot_k8s_readiness_liveness.html) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com: Attacking Kubernetes clusters using the Kubelet API](https://medium.com/faun/attacking-kubernetes-clusters-using-the-kubelet-api-abafc36126ca) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [itnext.io: Breaking down and fixing Kubernetes](https://itnext.io/breaking-down-and-fixing-kubernetes-4df2f22f87c3) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [ishantgaurav.in: Complete Application Deployment using Kubernetes](https://ishantgaurav.in/2021/06/22/complete-application-deployment-using-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: Deploy a Python API With Docker and Kubernetes](https://betterprogramming.pub/python-fastapi-kubernetes-gcp-296e0dc3abb6) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [cncf.io: Kubernetes Ingress gRPC example with a Dune quote service](https://www.cncf.io/blog/2021/09/24/kubernetes-ingress-grpc-example-with-a-dune-quote-service) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: How To Create a NoOps Deployment With GitHub Actions' Kubernetes and Shipa](https://betterprogramming.pub/how-to-create-a-noops-deployment-with-github-actions-kubernetes-and-shipa-18aab208fe7a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [levelup.gitconnected.com: Deploying a Simple Golang Web App to Kubernetes](https://levelup.gitconnected.com/deploying-simple-golang-webapp-to-kubernetes-25dc1736dcc4) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/groupon-eng: LoadBalancer Services using Kubernetes in Docker' (kind)](https://medium.com/groupon-eng/loadbalancer-services-using-kubernetes-in-docker-kind-694b4207575d) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [devxblog.hashnode.dev: Deploying Microservices with Persistent Volumes in' Kubernetes - Kubernetes Microservice Flask Application](https://devxblog.hashnode.dev/kubernetes-microservice-flask-application-1) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@hmquan08011996: Setup Microservices on Kubernetes β€” Write a' Configuration File](https://medium.com/@hmquan08011996/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [baeldung.com: Deploy a Spring Boot Application to OpenShift with Spring' Cloud Kubernetes 🌟](https://www.baeldung.com/spring-boot-deploy-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [hashicorp.com: Getting Started with Ambassador and Consul Using Kubernetes' Initializer](https://www.hashicorp.com/blog/getting-started-with-ambassador-and-consul-using-kubernetes-initializer) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Consul-Kubernetes Ingress Gateways and L7 Traffic Management](https://medium.com/hashicorp-engineering/consul-kubernetes-ingress-gateways-and-l7-traffic-management-178957dcd934) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Kittens-as-a-Service: Layer 7 Traffic Management & Security with' Consul Connect](https://medium.com/hashicorp-engineering/kittens-as-a-service-layer-7-traffic-management-security-with-consul-connect-f5965fac5aa) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [cncf.io: Implementing GitOps on Kubernetes Using K3s, Rancher, Vault and' Argo CD](https://www.cncf.io/blog/2020/11/12/implementing-gitops-on-kubernetes-using-k3s-rancher-vault-and-argo-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [eksworkshop.com/x-ray/microservices](https://eksworkshop.com/x-ray/microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [eksworkshop.com: Configure Cluster Autoscaler (CA)](https://eksworkshop.com/scaling/deploy_ca) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: create your first application on aws eks kubernetes](https://medium.com/faun/create-your-first-application-on-aws-eks-kubernetes-cluster-874ee9681293) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [AWS App Mesh with EKS and Canary deployment](https://medium.com/@anupam.s1602/aws-app-mesh-with-eks-and-canary-deployment-5503d9ba95d6) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [aws.plainenglish.io: Deploying Application on Amazon EKS](https://aws.plainenglish.io/deploying-application-on-amazon-eks-211eb46c069c) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/bb-tutorials-and-thoughts: How to Build and Deploy MERN Stack' on Azure AKS](https://medium.com/bb-tutorials-and-thoughts/how-to-build-and-deploy-mern-stack-on-azure-aks-c25eaf27b9d0) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Verifying container signatures on Kubernetes with Gatekeeper](https://medium.com/@LachlanEvenson/verifying-container-signatures-on-kubernetes-with-gatekeeper-19a4519c3016) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Mutating Kubernetes resources with Gatekeeper](https://medium.com/@LachlanEvenson/mutating-kubernetes-resources-with-gatekeeper-3e5585d49ead) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@hari.balagopal: Create a Helm chart automatically from Kubernetes' YAMLs](https://medium.com/@hari.balagopal/create-a-helm-chart-automatically-from-kubernetes-yamls-91a4c1bf8cc5) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [redhatdemocentral.gitlab.io](https://redhatdemocentral.gitlab.io) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [developers.redhat.com: Developing on OpenShift (katacoda interactive learning)' 🌟](https://developers.redhat.com/courses/openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Deploying Docker Images to OpenShift](https://dzone.com/articles/deploying-docker-images-to-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Tutorial : Secure your API with x509 Mutual Authentication with' Spring Boot on OpenShift4](https://medium.com/@erfin.feluzy/tutorial-secure-your-api-with-x509-mutual-authentication-with-spring-boot-on-openshift4-416a00a47af8) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com: Red Hat OpenShift Virtualization in nested VMware vSphere Cluster](https://medium.com/@carlosedp/red-hat-openshift-virtualization-in-nested-vmware-vsphere-56c5e5d76a80) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [JBoss Web Server Operator 🌟](https://access.redhat.com/documentation/en-us/red_hat_jboss_web_server/5.4/html-single/red_hat_jboss_web_server_for_openshift/index) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [developers.redhat.com: How to deploy a Java application on Kubernetes in' minutes](https://developers.redhat.com/developer-sandbox/how-to-deploy-java-application-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [developers.redhat.com: Welcome to the Developer Sandbox for Red Hat OpenShift.' Part 1: Deploying full-stack JavaScript applications to the Developer Sandbox for Red Hat OpenShift](https://developers.redhat.com/developer-sandbox/activities/deploying-full-stack-javascript-applications-to-the-sandbox/part1) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [IBM Cloud Pak Playbook](https://cloudpak8s.io/apps/cp4a_overview) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [docs.openshift.com: OpenShift GitOps](https://docs.openshift.com/container-platform/4.8/cicd/gitops/understanding-openshift-gitops.html) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/adaltas: GitOps in practice, deploy Kubernetes applications with' ArgoCD](https://medium.com/adaltas/gitops-in-practice-deploy-kubernetes-applications-with-argocd-ca170ce8aba3) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [gokuldevops.medium.com: Argo CD-Sample app deployment](https://gokuldevops.medium.com/argo-cdsample-app-deployment-56b36601f279) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@martin.hodges: Spring Boot CI/CD on Kubernetes using Terraform,' Ansible and GitHub: Part 12](https://medium.com/@martin.hodges/use-terraform-ansible-and-github-actions-to-automate-running-your-spring-boot-application-on-e82424da828e) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com: Installing an OKD 4.5 Cluster](https://medium.com/@craig_robinson/guide-installing-an-okd-4-5-cluster-508a2631cbee) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [wkrzywiec.medium.com: How to deploy application on Kubernetes with Helm](https://wkrzywiec.medium.com/how-to-deploy-application-on-kubernetes-with-helm-39f545ad33b8) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [josephrodriguezg.medium.com: Deploying a Spring Boot microservice in Kubernetes' using Helm charts](https://josephrodriguezg.medium.com/deploying-a-spring-boot-application-in-kubernetes-using-helm-charts-5c04c2d46e16) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Part 1](https://medium.com/@simionrazvan/simple-spring-boot-microservice-deployed-in-kubernetes-using-docker-and-nexus-part-1-b581e3ca8916) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [kubernetes-advocate.medium.com: CI/CD with Dockers and Jenkins 🌟](https://kubernetes-advocate.medium.com/ci-cd-with-dockers-and-jenkins-70b6f801f9f7) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@devml2016: Let’s Start Automation using Jenkins, Docker, GitHub](https://medium.com/@devml2016/lets-start-automation-using-jenkins-docker-github-d5f8d019ec4a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Just commit your code and your docker server is ready (jenkins +' github + docker)](https://medium.com/@deepanshuyadavv11/task1-integrating-github-jenkins-and-docker-d66a817774be) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [ittroubleshooter.in: Run Parallel Builds in Kubernetes Cluster with Jenkins' Pipeline 🌟](https://ittroubleshooter.in/run-parallel-build-kubernetes-cluster-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: DevOps CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part 1' 🌟](https://medium.com/the-programmer/ci-cd-pipeline-with-jenkins-github-part-1-c057a31b5297) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Building CI/CD Pipeline with Jenkins, Kubernetes & GitHub: Part' 2 🌟](https://medium.com/the-programmer/building-ci-cd-pipeline-with-jenkins-kubernetes-github-part-2-cbb6c366aa41) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Deploy Docker Image To Kubernetes Cluster Using Jenkins 🌟](https://medium.com/codex/deploy-docker-image-to-kubernetes-cluster-using-jenkins-8182cc0a8de7) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [lakshaws.medium.com: CI/CD Pipeline for Dockerized Applications](https://lakshaws.medium.com/ci-cd-pipeline-for-dockerized-applications-f1003e821812) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [praveendavidmathew.medium.com: Data driven testing per request without using' data file](https://praveendavidmathew.medium.com/data-driven-testing-per-request-without-using-data-file-aeb573b4f63a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [dzone: Continuous Deployment on Kubernetes With Spinnaker](https://dzone.com/articles/continuous-deployment-on-kubernetes-with-spinnaker) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@kachidude007: Setting up an Access Token in GitLab for a Jenkins' Pipeline](https://medium.com/@kachidude007/setting-up-an-access-token-in-gitlab-for-a-jenkins-pipeline-a688dd6c994a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [blog.griddynamics.com: Developing a modular pipeline library to improve' DevOps collaboration](https://blog.griddynamics.comdeveloping-a-modular-pipeline-library-to-improve-devops-collaboration) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [cyberciti.biz: How to create MySQL user and grant permissions in AWS RDS](https://www.cyberciti.biz/faq/how-to-create-mysql-user-and-grant-permissions-in-aws-rds) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Fetch Application Inventory using Systems Manager](https://medium.com/cloud-techies/application-inventory-using-system-manager-f3eeb75d3279) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [dzone.com: From Spring Boot Microservices to Lambda Functions 🌟🌟](https://dzone.com/articles/from-java-microservices-to-lambda-functions-a-jour) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@adrianarba: CI/CD defined through terraform using AWS CodePipeline,' AWS CodeCommit, and AWS CodeBuild](https://medium.com/@adrianarba/ci-cd-defined-through-terraform-using-aws-codepipeline-aws-codecommit-and-aws-codebuild-12ade4d9cfa3) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [faun.pub: Using AWS Session Manager With Ansible To Execute Playbook On' EC2](https://faun.pub/using-aws-session-manager-with-ansible-to-execute-playbook-on-ec2-ac97fa17b187) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: Build a Cloud-Native Multiprocessing Framework](https://betterprogramming.pub/build-a-cloud-native-multiprocessing-framework-b33cfc2c02b9) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [aws.plainenglish.io: Trigger, Function, Message | Brandi McCall](https://aws.plainenglish.io/trigger-function-message-12f117b7f067) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [towardsaws.com: Integrating Python, Amazon API Gateway, Lambda, SQS, and' SNS Services | Brandi McCall](https://towardsaws.com/integrating-python-amazon-api-gateway-lambda-sqs-and-sns-services-6015631d5527) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [Azure DevOps Demo Generator 🌟](https://azuredevopsdemogenerator.azurewebsites.net) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [reddit.com: Automate Infrastructure Deployments on Microsoft Azure with' Terraform and Jenkins](https://www.reddit.com/r/Terraform/comments/h0tdq3/automate_infrastructure_deployments_on_microsoft) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/tea-networks: Kubernetes & CI/CD Pipeline](https://medium.com/tea-networks/kubernetes-ci-cd-pipeline-c028aea17535) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Setting up KafkaSource to send data and displayed with Knative event-display](https://medium.com/@jweng1/setting-up-kafkasource-to-send-data-and-displayed-with-knative-event-display-33891b253442) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium: Install Istio on Azure Kubernetes cluster using Terraform](https://medium.com/@vipinagarwal18/install-istio-on-azure-kubernetes-cluster-using-terraform-214f6d3f611) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: Create an Amazon EKS Fargate Cluster and Managed' Node Group Using Terraform](https://betterprogramming.pub/with-latest-updates-create-amazon-eks-fargate-cluster-and-managed-node-group-using-terraform-bc5cfefd5773) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS](https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: Automate and Configure Your RDS Database With Terraform' 🌟](https://betterprogramming.pub/automate-and-configure-your-rds-database-with-terraform-898fd4b8990d) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [the-tech-guy.in: Automating LAMP deployment using Terraform and Ansible](https://the-tech-guy.in/2022/03/08/automating-lamp-config-using-terraform-and-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [betterprogramming.pub: All Hail the Monolith β€” Celebrating the Verbosity' of the Unified Architecture in Terraform](https://betterprogramming.pub/all-hail-the-monolith-celebrating-the-verbosity-of-the-unified-architecture-in-terraform-81b53e3a03ae) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [faun.pub: AWS ECS Blue/Green Deployment Setup Using Terraform](https://faun.pub/aws-ecs-blue-green-deployment-setup-using-terraform-b56bb4f656ea) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [aws.plainenglish.io: Creating a custom EC2 module using Terraform](https://aws.plainenglish.io/creating-a-custom-ec2-module-using-terraform-59c9896c2df2) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@zeloygabri: Deploying 2-Tier AWS Architecture using Terraform](https://medium.com/@zeloygabri/deploying-2-tier-aws-architecture-using-terraform-b4167b035751) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [christopher-lawshe.medium.com: Building infrastructure with Terraform: EC2,' Jenkins, S3 and more](https://christopher-lawshe.medium.com/building-infrastructure-with-terraform-ec2-jenkins-s3-and-more-4ec30f53a44a) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [towardsaws.com: How to Deploy Two-Tier AWS Architecture with Terraform?](https://towardsaws.com/how-to-deploy-two-tier-aws-architecture-with-terraform-59db7b11dd47) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [mahira-technology.medium.com: Automating AWS CodePipeline Setup with Terraform:' Streamline Your CI/CD Workflow](https://mahira-technology.medium.com/deploying-aws-codepipeline-with-terraform-d6613979d0b6) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@Tyler.Gallimore: Deploying Apache Web Server on AWS EC2 with' Terraform and Docker](https://medium.com/@Tyler.Gallimore/deploying-apache-web-server-on-aws-ec2-with-terraform-and-docker-6c315c81c024) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/geekculture: Monitoring your system with Docker + Grafana + Prometheus' + Node](https://medium.com/geekculture/monitoring-your-system-with-docker-grafana-prometheus-node-d7fae11416f3) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [levelup.gitconnected.com: GitOps: CI/CD using GitHub Actions and ArgoCD' on Kubernetes](https://levelup.gitconnected.com/gitops-ci-cd-using-github-actions-and-argocd-on-kubernetes-909d85d37746) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/geekculture: GitOps β€” Github Actions K8s Deploy Workflow](https://medium.com/geekculture/gitops-github-actions-k8s-deploy-workflow-54f0d9a1d11b) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [eggboy.medium.com: CI/CD Java apps securely to Azure Kubernetes Service' with GitHub Action β€” Part 1](https://eggboy.medium.com/ci-cd-java-apps-securely-to-azure-kubernetes-service-with-github-action-part-1-16393af4d097) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [kaleshreya907.medium.com: GitHub Actions: Netflix Deployment](https://kaleshreya907.medium.com/step2a-install-docker-and-run-sonarqube-container-faa42d01f5fe) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@ebonyymonae: Github Actions and Automation](https://medium.com/@ebonyymonae/github-actions-and-automation-9637aa06af64) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [levelup.gitconnected.com: GitHub Actions, self-hosted runners on Amazon' EKS & spot instances](https://levelup.gitconnected.com/github-actions-self-hosted-runners-on-amazon-eks-spot-instances-bc3abcd5d38f) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [medium.com/@eduardo854: Building Your GitOps Pipeline with GitHub Actions,' DockerHub, and Helm Repository](https://medium.com/@eduardo854/building-your-gitops-pipeline-with-github-actions-dockerhub-and-helm-repository-553c4873116e) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [blog.devgenius.io: Running the OpenTelemetry Demo App in Kubernetes](https://blog.devgenius.io/running-opentelemetry-demo-app-in-kubernetes-95dccd613e0b) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [sitepoint.com: A Guide to Serverless Functions and How to Deploy Them](https://www.sitepoint.com/gatsby-mdx-blog) [COMMUNITY-TOOL] β€” *Go to [Section](./demos.md)*
-  - [guru99.com: Artificial Intelligence Tutorial for Beginners: Learn Basics' of AI 🌟🌟🌟](https://www.guru99.com/ai-tutorial.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [technologyreview.es: "Las empresas que empiezan a lo grande con la IA' fracasan mΓ‘s" 🌟](https://www.technologyreview.es/s/13258/las-empresas-que-empiezan-lo-grande-con-la-ia-fracasan-mas) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [hipertextual.com: Diferencias entre Inteligencia Artificial, Machine Learning' y Deep Learning](https://hipertextual.com/2023/02/diferencias-ia-machine-learning) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [Docker for LLMs](https://www.docker.com/llm) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [Introducing Kiro: AWS Agentic AI-Based IDE](https://markrosscloud.medium.com/introducing-kiro-aws-agentic-ai-based-ide-cded711b1409) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [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€” *Go to [Section](./ai.md)*
-  - [hashicorp.com: Accelerate your Terraform development with Amazon CodeWhisperer](https://www.hashicorp.com/blog/accelerate-your-terraform-development-with-amazon-codewhisperer) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [Tech companies cutting devs for AI](https://www.reddit.com/r/ProgrammerHumor/comments/1tbzih8/techcompaniescuttingdevsforai) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [blog.redbrickai.com: F.A.S.T. ⚑️ Meta AI’s Segment Anything for Medical' Imaging](https://blog.redbrickai.com/blog-posts/fast-meta-sam-for-medical-imaging) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [hashicorp.com: Accelerating AI adoption on Azure with Terraform](https://www.hashicorp.com/blog/accelerating-ai-adoption-on-azure-with-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [hashicorp.com: AI for infrastructure management](https://www.hashicorp.com/solutions/ai-infrastructure-management) [COMMUNITY-TOOL] β€” *Go to [Section](./ai.md)*
-  - [divya-mohan0209.medium.com: Mo’ tenancy, Mo’ problems.](https://divya-mohan0209.medium.com/mo-tenancy-mo-problems-f031f75374f7) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [k8sref.io](https://www.k8sref.io) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium.com/javarevisited: 8 Best Free Kubernetes Courses for Beginners in' 2022](https://medium.com/javarevisited/7-free-online-courses-to-learn-kubernetes-in-2020-3b8a68ec7abc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [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€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium: Run Kubernetes Production Environment on EC2 Spot Instances With' Zero Downtime: A Complete Guide](https://medium.com/riskified-technology/run-kubernetes-on-aws-ec2-spot-instances-with-zero-downtime-f7327a95dea) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [Docker Hardened Images for Every Developer](https://www.docker.com/blog/docker-hardened-images-for-every-developer) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [Wikipedia.org: Kubernetes](https://en.wikipedia.org/wiki/Kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes magic is in enterprise standardization, not app portability](https://www.techrepublic.com/article/kubernetes-magic-is-in-enterprise-standardization-not-app-portability) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: A Practical Step-by-Step Guide to Understanding Kubernetes](https://medium.com/better-programming/a-practical-step-by-step-guide-to-understanding-kubernetes-d8be7f82e533) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes, a practical introduction](https://medium.com/nexton/kubernetes-a-practical-introduction-18a5b69e7763) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Starting with kubernetes](https://medium.com/@thomaspoignant/starting-with-kubernetes-db121b09fd4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cloudsavvyit.com: How Does Kubernetes Work?](https://www.cloudsavvyit.com/10110/how-does-kubernetes-work) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [tech.showmax.com: Developers' basic guide to kubernetes](https://tech.showmax.com/2021/08/developers-101-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone: Introduction To Kubernetes 🌟](https://dzone.com/articles/introduction-to-kubernetes-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone refcard: Advanced kubernetes 🌟](https://dzone.com/refcardz/advanced-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devopsunlocked.com: Kubernetes: Learning Material](https://devopsunlocked.com/kubernetes-learning-material) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: Kubernetes 101: An Introduction 🌟](https://www.cncf.io/blog/2020/12/14/kubernetes-101-an-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Pratyush Mathur - Kubernetes Architecture](https://medium.com/@pratyush.mathur/kubernetes-architecture-82e9bc8324f1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Fundamentals For Absolute Beginners: Architecture & Components](https://medium.com/the-programmer/kubernetes-fundamentals-for-absolute-beginners-architecture-components-1f7cda8ea536) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [eximiaco.tech: when to choose Kubernetes? 🌟](https://www.eximiaco.tech/en/2020/06/03/3-facts-to-consider-before-adopting-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [The Rise of Modern Day Kubernetes Operations](https://vmblog.com/archive/2021/10/07/the-rise-of-modern-day-kubernetes-operations.aspx) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ostechnix.com: Kubernetes Features Explained In Detail](https://ostechnix.com/kubernetes-features) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Do I need to learn Kubernetes?](https://medium.com/devops-dudes/do-i-need-to-learn-kubernetes-a3dd9a7f9e9b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [divya-mohan0209.medium.com: Getting started with K8s in 2022](https://divya-mohan0209.medium.com/getting-started-with-k8s-in-2022-1dfeb4bdc112) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/paypal-tech: Scaling Kubernetes to Over 4k Nodes and 200k Pods](https://medium.com/paypal-tech/scaling-kubernetes-to-over-4k-nodes-and-200k-pods-29988fad6ed) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [pauldally.medium.com: Kubernetes Application High-Availability β€” Part 1' (The Very-Basic Basics)](https://pauldally.medium.com/kubernetes-application-high-availability-part-1-the-very-basic-basics-660a14fa81c7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@olivier.gaumond: Why am I able to bind a privileged port in' my container without the NET_BIND_SERVICE capability?](https://medium.com/@olivier.gaumond/why-am-i-able-to-bind-a-privileged-port-in-my-container-without-the-net-bind-service-capability-60972a4d5496) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ecem.dev: Kubernetes Basics, Core Components & Yaml Files](https://ecem.dev/kubernetes-basics-core-components-yaml-files-2a11841eb72a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/netcracker: Version Control of Configuration Files Using Kubernetes](https://medium.com/netcracker/version-control-of-configuration-files-using-kubernetes-21673766203) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Choosing an Optimal Kubernetes Worker Node Size for' Your Startup 🌟](https://blog.devgenius.io/choosing-an-optimal-kubernetes-worker-node-size-e0eacab408c4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@portainerio: Kubernetes, the ultimate enabler of automation](https://medium.com/@portainerio/kubernetes-the-ultimate-enabler-of-automation-27d5a3502807) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@kajan26: The Myth of scalability in Kubernetes](https://medium.com/@kajan26/the-myth-of-scalability-in-kubernetes-e49953944b8e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@raymon_dut: What’s the relationShip between Pod, Deployment,' ReplicaSet, and Service in Kubernetes? 🌟](https://medium.com/@raymon_dut/whats-the-relationship-between-pod-deployment-replicaset-and-service-in-kubernetes-57bf3be22abb 🌟) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cloudnatively.com: The State of Stateful apps on Kubernetes 🌟](https://www.cloudnatively.com/stateful-apps-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@litombeg: Kubernetes High-Level Architecture](https://medium.com/@litombeg/kubernetes-high-level-architecture-8a39456c2023) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [jaffarshaik.medium.com: Kubernetes Architecture and components 🌟](https://jaffarshaik.medium.com/kubernetes-architecture-and-components-bf637dbd0526) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [syedasadrazadevops.medium.com: Deep Dive Into Kubernetes: Who to run pod,' node container in Kubernetes (K8s)](https://syedasadrazadevops.medium.com/deep-dive-into-kubernetes-way-to-know-about-kubernetes-6a423c262b61) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone.com: Kubernetes Architecture Diagram 🌟🌟🌟](https://dzone.com/articles/kubernetes-architecture-diagram) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [levelup.gitconnected.com: 5 Tricks to take your Kubernetes skills to the' next level](https://levelup.gitconnected.com/5-tricks-to-take-your-kubernetes-skills-to-the-next-level-a5541baeb18e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Kubernetes(k8) High-level overview](https://blog.devgenius.io/kubernetes-k8-high-level-overview-d4e8ef59de00) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [waltercode.medium.com: Understanding Kubernetes](https://waltercode.medium.com/understanding-kubernetes-a68bca45c9ce) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [anirudhdaya.hashnode.dev: Kubernetes Explained- Part 1](https://anirudhdaya.hashnode.dev/kubernetes-explained-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@sakshampaliwal: What is Kubernetes(in short)?](https://medium.com/@sakshampaliwal/what-is-kubernetes-in-short-e92f2b81248a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@hnaveed221: A Quick Intro To Kubernetes](https://medium.com/@hnaveed221/starting-out-with-kubernetes-21d0bd03c956) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/the-techlife: Application life cycle management | Kubernetes](https://medium.com/the-techlife/application-life-cycle-management-kubernetes-4a52a6f8e5d8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [hamees.hashnode.dev: Kubernetes: Explain like I'm 5](https://hamees.hashnode.dev/kubernetes-explain-like-im-5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/siot-govtech: Kubernetes from Scratch](https://medium.com/siot-govtech/kubernetes-from-scratch-35add70e8b7f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.learncodeonline.in: Kubernetes! An Architectural Overview](https://blog.learncodeonline.in/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ajay-yadav.medium.com: Internals of Kubernetes](https://ajay-yadav.medium.com/internals-of-kubernetes-aff264063e91) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes Architecture Explained β€” Under 5 Minutes](https://faun.pub/kubernetes-architecture-explained-under-5-minutes-e35277c4b6bc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.acethecloud.com: The Kubernetes Handbook: A Comprehensive guide of' 100 Q&A 🌟](https://blog.acethecloud.com/the-kubernetes-handbook-a-comprehensive-guide-of-100-q-a-e680199e6e22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@madhankannan7: Kubernetes in Production: Key Considerations](https://medium.com/@madhankannan7/kubernetes-in-production-key-considerations-b2ead677fd78) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@harsh.manvar111: Don’t confuse the difference between stateless' and stateful 🌟](https://medium.com/@harsh.manvar111/dont-confuse-the-difference-between-stateless-and-stateful-9f253efe3ebd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@deepeshjaiswal6734: An Introduction to Kubernetes Architecture' && Kubernetes Object deep dive-1 🌟](https://medium.com/@deepeshjaiswal6734/an-introduction-to-kubernetes-architecture-kubernetes-object-deep-dive-1-77205e56db5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: THE ILLUSTRATED CHILDREN’S GUIDE TO KUBERNETES 🌟](https://www.cncf.io/phippy/the-childrens-illustrated-guide-to-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [yuminlee2.medium.com: Kubernetes: Understanding Kubernetes Architecture' through a Restaurant Chef’s Analogy](https://yuminlee2.medium.com/kubernetes-understanding-kubernetes-architecture-through-a-restaurant-chefs-analogy-b89f38d8b95a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/jamf-engineering: How three lines of configuration solved our' gRPC scaling issues in Kubernetes 🌟](https://medium.com/jamf-engineering/how-three-lines-of-configuration-solved-our-grpc-scaling-issues-in-kubernetes-ca1ff13f7f06) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: DevOps in K8s β€” Deployment Rolling Update](https://blog.devgenius.io/devops-in-k8s-deployment-rolling-update-f022285c6f90) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@walissonscd: Creating a Kubernetes Pod with Multiple Containers' and a Shared Volume 🌟](https://medium.com/@walissonscd/creating-a-kubernetes-pod-with-multiple-containers-and-a-shared-volume-257d9aa2081d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@rphilogene: Turning Kubernetes into a Developer-Friendly Product](https://medium.com/@rphilogene/turning-kubernetes-into-a-developer-friendly-product-930d7290a448) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@vvsevel: A Guide to Kubernetes Application Resource Tuning β€”' part 1](https://medium.com/@vvsevel/a-guide-to-kubernetes-application-resource-tuning-part-1-bf0ba04db10) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@vinothiniraju: Streamlining Kubernetes Deployment with Ready-Built' Developer Platform](https://medium.com/@vinothiniraju/streamlining-kubernetes-deployment-with-ready-built-developer-platform-5ba0cbb4facf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes Nginx Deployments: Simplified Management and Increased' Scalability](https://faun.pub/kubernetes-nginx-deployments-simplified-management-and-increased-scalability-8b1a32884db1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@a.j.abbott24: Kubernetes: Multi Environment Config Management](https://medium.com/@a.j.abbott24/kubernetes-multi-environment-config-management-c36c5cf3bbac) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@extio: Understanding Kubernetes Annotations: Enhancing Flexibility' and Extensibility](https://medium.com/@extio/understanding-kubernetes-annotations-enhancing-flexibility-and-extensibility-8f9046591aa1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [aws.plainenglish.io: $ kubectl get kubernetes -o architecture](https://aws.plainenglish.io/kubectl-get-kubernetes-o-architecture-6d4bd97dcaaf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@kylelzk: Kubernetes Theory - Understanding Kubernetes Components:' A Deep Dive](https://medium.com/@kylelzk/kubernetes-theory-understanding-kubernetes-components-a-deep-dive-ac31b7463df2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@bijit211987: Kubernetes Roadmap](https://medium.com/@bijit211987/kubernetes-roadmap-edd06067fa72) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@dfrancisczok: Introduction to Kubernetes β€” other Kubernetes' components and abstract concepts | Dave Frank](https://medium.com/@dfrancisczok/introduction-to-kubernetes-other-kubernetes-components-and-abstract-concepts-7dfa4955d845) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [levelup.gitconnected.com: Kubernetes 101: Understanding the Basics of Container' Orchestration](https://levelup.gitconnected.com/kubernetes-101-understanding-the-basics-of-container-orchestration-898562f45651) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@walissonscd: Understanding Your Kubernetes Cluster](https://medium.com/@walissonscd/understanding-your-kubernetes-cluster-16f4b90f3edc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Certified Kubernetes offerings](https://www.cncf.io/certification/software-conformance) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [fairwinds.medium.com: An Introduction to the Kubernetes Maturity Model β€”' How to Use It](https://fairwinds.medium.com/an-introduction-to-the-kubernetes-maturity-model-how-to-use-it-54ebfc21e413) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [openshift sandbox](https://developers.redhat.com/developer-sandbox/get-started) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@DevOpsfreak: Top 12 Kubernetes Installation Errors You Can’t' Afford to Miss](https://medium.com/@DevOpsfreak/top-12-kubernetes-installation-errors-you-cant-afford-to-miss-b52d7cda1a52) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [reddit.com/r/kubernetes](https://www.reddit.com/r/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [nativecloud.dev 🌟](https://nativecloud.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [kubedex.com](https://kubedex.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: A Year Of Running Kubernetes at MYOB, And The Importance Of' Empathy](https://medium.com/@jpcontad/a-year-of-running-kubernetes-as-a-product-7eed1204eecd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [labs.mwrinfosecurity.com: Attacking Kubernetes through Kubelet](https://labs.mwrinfosecurity.com/blog/attacking-kubernetes-through-kubelet) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Delivering value on Kubernetes](https://medium.com/@dius_au/delivering-value-on-kubernetes-8d5c5655c1b4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Then he asked me β€œIs Kubernetes right for us?”](https://medium.com/@alexellisuk/then-he-asked-me-is-kubernetes-right-for-us-78695ee35289) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [lambda.grofers.com: Learnings From Two Years of Kubernetes in Production](https://lambda.grofers.com/learnings-from-two-years-of-kubernetes-in-production-b0ec21aa2814) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: 3 Years of Kubernetes in Production–Here’s What We Learned](https://medium.com/better-programming/3-years-of-kubernetes-in-production-heres-what-we-learned-44e77e1749c8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Installing cf-for-k8s on a Kubernetes Cluster Running on Digital' Ocean](https://medium.com/cloud-foundry-foundation/installing-cf-for-k8s-on-a-kubernetes-cluster-running-on-digitalocean-acffdc652dcf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [projectcalico.org: Using Kubernetes to orchestrate VMs](https://www.projectcalico.org/using-kubernetes-to-orchestrate-vms) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [magalix.com: Influencing Kubernetes Scheduler Decisions](https://www.magalix.com/blog/influencing-kubernetes-scheduler-decisions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Making Sense of Taints and Tolerations in Kubernetes](https://medium.com/kubernetes-tutorials/making-sense-of-taints-and-tolerations-in-kubernetes-446e75010f4e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.pixielabs.ai: Building Kubernetes Native SaaS applications: iterating' quickly by deploying in-cluster data planes](https://blog.pixielabs.ai/hybrid-architecture/hybrid-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.appstack.one: How to run Ghost blog inside Kubernetes](https://blog.appstack.one/how-to-run-ghost-blog-inside-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Graceful shutdown of fpm and nginx in Kubernetes](https://medium.com/inside-personio/graceful-shutdown-of-fpm-and-nginx-in-kubernetes-f362369dff22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: How to Implement Your Distributed Filesystem With' GlusterFS And Kubernetes](https://betterprogramming.pub/how-to-implement-your-distributed-filesystem-with-glusterfs-and-kubernetes-83ee7f5f834f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Scaling Kubernetes with Assurance at Pinterest](https://medium.com/pinterest-engineering/scaling-kubernetes-with-assurance-at-pinterest-a23f821168da) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.deckhouse.io: How we enjoyed upgrading a bunch of Kubernetes clusters' from v1.16 to v1.19](https://blog.deckhouse.io/how-we-enjoyed-upgrading-a-bunch-of-kubernetes-clusters-from-v1-16-to-v1-19-7d664624b2c1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [hjrocha.medium.com: Add a Custom Host to Kubernetes](https://hjrocha.medium.com/add-a-custom-host-to-kubernetes-a06472cedccb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [zhimin-wen.medium.com: Custom Notifications with Alert Manager’s Webhook' Receiver in Kubernetes](https://zhimin-wen.medium.com/custom-notifications-with-alert-managers-webhook-receiver-in-kubernetes-8e1152ba2c31) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.bandowski.eu: Tools that should be used in every Kubernetes cluster' 🌟](https://blog.bandowski.eu/tools-that-should-be-used-in-every-kubernetes-cluster-38969ed3e603) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [itnext.io: Breaking down and fixing etcd cluster](https://itnext.io/breaking-down-and-fixing-etcd-cluster-d81e35b9260d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: Using kubernetes custom resources to manage our ephemeral environments](https://medium.com/beamdental/using-kubernetes-custom-resources-to-manage-our-ephemeral-environments-f298610893e1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Running Apache Flink on Kubernetes](https://medium.com/empathyco/running-apache-flink-on-kubernetes-10815a26559e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: Connect services across Kubernetes clusters using Teleproxy](https://medium.com/flare-systems/connect-services-across-kubernetes-clusters-using-teleproxy-3f317cfd8da) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes DNS for Services and Pods](https://medium.com/kubernetes-tutorials/kubernetes-dns-for-services-and-pods-664804211501) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [edgehog.blog: Getting Started with K8s: Core Concepts](https://edgehog.blog/getting-started-with-k8s-core-concepts-135fb570462e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [thenucleargeeks.com: Taints and Tolerations in Kubernetes](https://thenucleargeeks.com/2021/06/26/taints-and-tolerations-in-kubernetes-edit) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [shayn-71079.medium.com: Scaling Kubernetes Clusters](https://shayn-71079.medium.com/scaling-kubernetes-clusters-8a061321de93) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [allanjohn909.medium.com: Kubernetes Ingress with Traefik, CertManager, LetsEncrypt' and HAProxy](https://allanjohn909.medium.com/kubernetes-ingress-traefik-cert-manager-letsencrypt-3cb5ea4ee071) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [asishmm.medium.com: Discussion on Horizontal Pod Autoscaler with a demo' on local k8s cluster](https://asishmm.medium.com/discussion-on-horizontal-pod-autoscaler-with-a-demo-on-local-k8s-cluster-81694c09f818) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [doordash.engineering: Gradual Code Releases Using an In-House Kubernetes' Canary Controller](https://doordash.engineering/2021/04/14/gradual-code-releases-using-an-in-house-kubernetes-canary-controller) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Scaling & Replicas 🌟](https://medium.com/brainyydude/kubernetes-scaling-replicas-69fcd44b0630) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: Advanced Kubernetes pod to node scheduling](https://www.cncf.io/blog/2021/07/27/advanced-kubernetes-pod-to-node-scheduling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Create A Pod In Kubernetes Cluster](https://medium.com/codex/create-a-pod-in-kubernetes-cluster-b9e0c33bb904) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cloudsavvyit.com: How to Scale Docker Containers Across Servers Using Kubernetes](https://www.cloudsavvyit.com/13039/how-to-scale-docker-containers-across-servers-using-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [redkubes.com: DIY Kubernetes-based platform building – part 3](https://redkubes.com/diy-kubernetes-based-platform-building-part-3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [wecloudpro.com: Watchers in Kubernetes](https://www.wecloudpro.com/2021/08/21/Watchers-in-Kubernetes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to enable Kubernetes container RuntimeDefault seccomp profile' for all workloads](https://medium.com/@LachlanEvenson/how-to-enable-kubernetes-container-runtimedefault-seccomp-profile-for-all-workloads-6795624fcbcc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Wordpress High Availability on Kubernetes](https://medium.com/@icheko/wordpress-high-availability-on-kubernetes-f6c0bcc2f28d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ithands-on.com: Kubernetes 101 : Switching namespaces](https://www.ithands-on.com/2021/10/kubernetes-101-switching-namespaces.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: Tinder’s move to Kubernetes](https://medium.com/tinder-engineering/tinders-move-to-kubernetes-cda2a6372f44) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes for dummies: introduction. Part 1](https://medium.com/@mfsilv/kubernetes-a-gentle-introduction-9d23de7f00e0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [vxav.fr: Interacting with containerd runtime for kubernetes](https://www.vxav.fr/2021-09-13-interacting-with-containerd-runtime-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Exploring Kubernetes Node Architecture](https://medium.com/nerd-for-tech/exploring-kubernetes-node-architecture-3a36df6ae034) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [technos.medium.com: Kubernetes Workflow for Absolute Beginners](https://technos.medium.com/kubernetes-workflow-bad346c54962) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@hinsulak: Multi-node lightweight Kubernetes setup](https://medium.com/@hinsulak/multi-node-lightweight-kubernetes-setup-using-k3s-454e87fdc933) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/codex: How to Deploy WordPress On Kubernetes β€” Part 2](https://medium.com/codex/how-to-deploy-wordpress-on-kubernetes-part-2-df1cc9cbaa2e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/techbeatly: Chain of events behind a running Pod](https://medium.com/techbeatly/chain-of-events-behind-a-running-pod-149ebaafbfbc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/pareture: Kubernetes Scaling, Capacity and Resource Planning' in Complex Clusters](https://medium.com/pareture/kubernetes-scaling-capacity-and-resource-planning-in-complex-clusters-97a6105b43a4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.runx.dev: 3 Things I Hate About Kubernetes](https://blog.runx.dev/3-things-i-hate-about-kubernetes-49f1656baeaa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devopslearners.com: What is a Kubernetes Ephemeral Container?](https://devopslearners.com/what-is-a-kubernetes-ephemeral-container-aa8ab658755d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devopslearners.com: Different Container Runtimes and Configurations in the' same Kubernetes Cluster](https://devopslearners.com/different-container-runtimes-and-configurations-in-the-same-kubernetes-cluster-fed228e1853e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [vidhitakher.medium.com: Understanding the Kubernetes cluster components](https://vidhitakher.medium.com/understanding-the-kubernetes-cluster-components-c57cd4af8570) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@kennethtcp: How to spread replica pods into nodes evenly by' topologySpreadConstraints](https://medium.com/@kennethtcp/how-to-spread-replica-pods-into-nodes-evenly-by-topologyspreadconstraints-8abd03424aae) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@norlin.t: Build a managed Kubernetes cluster from scratch β€”' part 1](https://medium.com/@norlin.t/build-a-managed-kubernetes-cluster-from-scratch-part-1-fca5f6b3639b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [topcloudops.com: Kubernetes Security, Rootless Containers](https://topcloudops.com/blog-detail?id=466c7bdd-ccb9-4722-abe5-d71a535113a2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [topcloudops.com: Kubernetes Draining Nodes Properly](https://topcloudops.com/blog-detail?id=afa06d47-b8ea-4417-bb4c-7d164f8903e7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/devops-mojo: Kubernetes β€” Open Standards (OCI, CRI, CNI, CSI,' SMI, CPI) Overview](https://medium.com/devops-mojo/kubernetes-open-standards-oci-cri-cni-csi-smi-cpi-overview-what-is-k8s-open-standards-introduction-a860905af6f7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Deep into Container β€” How Kubernetes works with Container Runtime](https://faun.pub/kubernetes-story-how-kubernetes-works-with-container-runtime-ce618a306f64) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.axiomio.com: Seven Kubernetes Trends to Watch in Upcoming Years](https://blog.axiomio.com/seven-kubernetes-trends-to-watch-in-upcoming-years-e7d48e86c614) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@Paddy_Adallah: How to Choose Kubernetes Platforms for Enterprise' Deployments](https://medium.com/@Paddy_Adallah/how-to-choose-kubernetes-platforms-for-enterprise-deployments-c04d5e436543) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [sunnykkc13.medium.com: Deep Dive into Kubernetes](https://sunnykkc13.medium.com/deep-dive-into-kubernetes-238258c9a536) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@issy972: Balancing reliability, cost and performance with Kubernetes](https://medium.com/@issy972/balancing-reliability-cost-and-performance-with-kubernetes-45aae8489a3c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [imoisharma.medium.com: How Leader election works in Kubernetesβ€” By M. Sharma](https://imoisharma.medium.com/how-leader-election-works-in-kubernetes-by-m-sharma-635d213b3fd1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/blablacar: Operating Node.js in Kubernetes at scale at BlaBlaCar](https://medium.com/blablacar/operating-node-js-in-kubernetes-at-scale-at-blablacar-3afb6d5d4299) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Git Clone using Init-container | Kubernetes](https://faun.pub/git-clone-using-init-container-kubernetes-b49535be6968) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@tamerberatcelik: When and why to use Kubernetes?](https://medium.com/@tamerberatcelik/when-and-why-to-use-kubernetes-fface756859f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [kymidd.medium.com: Let’s Do DevOps: EKS K8s & Python Fuzzy Staging with' AWS Secrets Manager, K8s Init disk, Secrets Injection](https://kymidd.medium.com/lets-do-devops-eks-k8s-python-fuzzy-staging-with-aws-secrets-manager-k8s-init-disk-secrets-b0d8022f3a5d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@AceTheCloud-Abhishek: 50 Shades of Containers and Kubernetes](https://medium.com/@AceTheCloud-Abhishek/50-shades-of-containers-and-kubernetes-d2217fbea788) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Optimize Kubernetes Resource Management with Time-To-Live (TTL)' for Cleaner Cluster](https://faun.pub/optimize-kubernetes-resource-management-with-time-to-live-ttl-for-cleaner-cluster-ea1c6e0c1e73) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [abhii85.hashnode.dev: How to get started with K8s contributions](https://abhii85.hashnode.dev/how-to-get-started-with-k8s-contributions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@alexmogfr: ZEvent Place: How we handled 100k+ CCU on a real-time' collective canvas](https://medium.com/@alexmogfr/zevent-place-how-we-handled-100k-ccu-on-a-real-time-collective-canvas-71d3d346e0ab) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: DevOps in K8s β€” Pod Cgroups](https://blog.devgenius.io/devops-in-k8s-pod-cgroups-ed05181865f9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/trendyol-tech: Kubernetes IO Problem Investigation](https://medium.com/trendyol-tech/kubernetes-io-problem-investigation-1e8aa0cf4909) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@GranulateIntel: The Fundamental Principles of Kubernetes Capacity' Management](https://medium.com/@GranulateIntel/the-fundamental-principles-of-kubernetes-capacity-management-e23f388b4f3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [tech.bigbasket.com: Atlas: Streamlining BigBasket’s 40+ lines of testing' across 80+ Microservices in Non-Production Environments](https://tech.bigbasket.com/atlas-streamlining-bigbaskets-40-lines-of-testing-across-80-microservices-in-non-production-459040947519) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [hervekhg.medium.com: 3 years managing Kubernetes clusters, my 10 lessons](https://hervekhg.medium.com/3-years-managing-kubernetes-clusters-my-10-lessons-b565a5509f0e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@.anders: Lessons From Our 8 Years Of Kubernetes In Production' β€” Two Major Cluster Crashes, Ditching Self-Managed, Cutting Cluster Costs, Tooling, And More](https://medium.com/@.anders/learnings-from-our-8-years-of-kubernetes-in-production-two-major-cluster-crashes-ditching-self-0257c09d36cd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@bgrant0607: Advantages of storing configuration in container' registries rather than git 🌟](https://medium.com/@bgrant0607/advantages-of-storing-configuration-in-container-registries-rather-than-git-b4266dc0c79f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@jainal: Mastering Graceful Shutdown in Distributed Systems and' Microservices](https://medium.com/@jainal/mastering-graceful-shutdown-in-distributed-systems-and-microservices-29c311e49660) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Mastering the KUBECONFIG file](https://medium.com/@ahmetb/mastering-kubeconfig-4e447aa32c75) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [iamunnip.medium.com: Merging kubeconfig Files](https://iamunnip.medium.com/merging-kubeconfig-files-c9e0f340a71c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@yogitakothadia: A Manifest File in Kubernetes](https://medium.com/@yogitakothadia/a-manifest-file-in-kubernetes-952183a508d4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: Setup Microservices on Kubernetes β€” Write a Configuration' File](https://betterprogramming.pub/set-up-microservice-on-kubernetes-write-config-file-8df7c2b07a4c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Understanding the Kubernetes Manifest](https://faun.pub/understanding-the-kubernetes-manifest-e96d680f2a11) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: How to Migrate From Docker Compose to Kubernetes](https://betterprogramming.pub/how-to-migrate-from-docker-compose-to-kubernetes-b57eb229beb2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.rewanthtammana.com: Creating Malicious Admission Controllers](https://blog.rewanthtammana.com/creating-malicious-admission-controllers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@visweswara: What are Kubernetes Admission Controllers?](https://medium.com/@visweswara/what-are-kubernetes-admission-controllers-let-me-explain-93b97f659ccc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@jonathan_37674: Kubernetes Admission Controller: The Definitive' Guide](https://medium.com/@jonathan_37674/kubernetes-admission-controller-the-definitive-guide-786b09279418) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@pflooky: Intro to Kubernetes Mutating Webhooks (get more out' of Kubernetes)](https://medium.com/@pflooky/intro-to-kubernetes-mutating-webhooks-even-if-you-dont-know-kubernetes-172c30232488) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: The Kubernetes Cloud Controller Manager](https://medium.com/@m.json/the-kubernetes-cloud-controller-manager-d440af0d2be5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Resources 🌟](https://medium.com/@pratyush.mathur/kubernetes-resources-c09d172dbdc5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Node Affinity](https://www.linuxadvise.com/post/kubernetes-node-affinity) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Daemon Sets](https://www.linuxadvise.com/post/kubernetes-daemon-sets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [magalix.com: **Team Productivity: Resource Management** 🌟](https://www.magalix.com/blog/team-productivity-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: kubernetes Pod Priority and Preemption](https://medium.com/@mohaamer5/kubernetes-pod-priority-and-preemption-943c58aee07d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to configure and manage Pod in Kubernetes Cluster (K8s)](https://medium.com/faun/pod-in-kubernetes-cluster-k8s-adeb5b901153) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Discovering Running Pods By Using DNS and Headless Services in Kubernetes](https://medium.com/swlh/discovering-running-pods-by-using-dns-and-headless-services-in-kubernetes-7002a50747f4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes Tip: What Happens To Pods Running On Node That Become Unreachable?](https://medium.com/tailwinds-navigator/kubernetes-tip-what-happens-to-pods-running-on-node-that-become-unreachable-3d409f734e5d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Pod Redundancy Strategies](https://medium.com/better-programming/kubernetes-pod-redundancy-strategies-a6d9b560749a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Static Pods](https://www.linuxadvise.com/post/kubernetes-static-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Pod Security Policy](https://www.linuxadvise.com/post/kubernetes-pod-security-policy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Notes on Graceful Shutdown in Kubernetes 🌟](https://medium.com/@pleasingsmoke/graceful-shutdown-of-pods-in-kubernetes-6da5588b5356) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [didil.medium.com: Building a Kubernetes Mutating Admission Webhook](https://didil.medium.com/building-a-kubernetes-mutating-admission-webhook-7e48729523ed) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to Schedule Pods on Nodes in Kubernetes](https://medium.com/@knoldus/how-to-schedule-pods-on-nodes-in-kubernetes-af321d8ea5d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes: Evenly Distribution of Pods Across Cluster Nodes' |Puru Tuladhar](https://medium.com/geekculture/kubernetes-distributing-pods-evenly-across-cluster-c6bdc9b49699) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Understanding PodSecurity in Kubernetes](https://medium.com/@orangecola3/understanding-podsecurity-in-kubernetes-e58a65102056) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.searce.com: Single Pod Access Mode for Persistent Volumes on Kubernetes](https://blog.searce.com/single-pod-access-mode-for-persistent-volumes-on-kubernetes-4cf79200aa9a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [shramikawale.medium.com: PodsDisruptionBudget: Why you will need in Kubernetes?](https://shramikawale.medium.com/podsdisruptionbudget-why-you-will-need-in-kubernetes-c939904d590d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [aws.plainenglish.io: Pods in Kubernetes β€” The Smallest Deployable Units' of Computing 🌟](https://aws.plainenglish.io/pods-in-kubernetes-the-smallest-deployable-units-of-computing-dab3bf1a2762) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [chrisedrego.medium.com: Power of PriorityClass in Kubernetes 🌟](https://chrisedrego.medium.com/power-of-priorityclass-in-kubernetes-87505260ecb6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devopslearners.com: Kubernetes Pod Priority, PriorityClass, and Preemption' Explained 🌟](https://devopslearners.com/kubernetes-pod-priority-priorityclass-and-preemption-explained-a48fb7988672) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@r_chan: Kubernetes Pods Termination Lifecycle](https://medium.com/@r_chan/kubernetes-pods-termination-lifecycle-fd2926c4611a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: Understanding Kubernetes Multi-Container Pod Patterns](https://betterprogramming.pub/understanding-kubernetes-multi-container-pod-patterns-577f74690aee) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@danielaaronw: K8s Pod Anti-affinity](https://medium.com/@danielaaronw/k8s-pod-anti-affinity-dd2667a20c5f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [mouliveera.medium.com: How to update configmap on POD without restart](https://mouliveera.medium.com/how-to-update-configmap-on-pod-without-restart-be3c0b4433af) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@meng.yan: What Happens When Deleting a Pod](https://medium.com/@meng.yan/what-happens-when-deleting-a-pod-d1219c7e1b53) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: DevOps in K8s β€” Pod Downward API](https://blog.devgenius.io/devops-in-k8s-pod-downward-api-571399049013) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: ConfigMaps in Kubernetes (K8s)](https://medium.com/faun/configmaps-in-kubernetes-k8s-2f2ce79d7e66) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.gopaddle.io: Strange things you never knew about Kubernetes ConfigMaps' on day one 🌟🌟](https://blog.gopaddle.io/2021/04/01/strange-things-you-never-knew-about-kubernetes-configmaps-on-day-one) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/codex: Kubernetes ConfigMaps Explained](https://medium.com/codex/kubernetes-configmaps-explained-961cdd23f232) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Config Maps](https://www.linuxadvise.com/post/kubernetes-config-maps) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [aditya-sunjava.medium.com: Externalizing Configurations in Kubernetes Using' ConfigMap and Secret](https://aditya-sunjava.medium.com/externalizing-configurations-in-kubernetes-using-configmap-and-secret-bfda0970d8ae) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@shrishtishreya: Kubernetes ConfigMaps Explained](https://medium.com/@shrishtishreya/kubernetes-configmaps-explained-c6e7c9a6e6a6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/open-devops-academy: Learn Kubernetes: ConfigMap β€” Inject the' values of a ConfigMap in a container as a volume](https://medium.com/open-devops-academy/kubernetes-inject-the-values-of-a-configmap-in-a-container-as-a-volume-628c39f3ea43) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devopsparthu.hashnode.dev: Day 35: Mastering ConfigMaps and Secrets in Kubernetes](https://devopsparthu.hashnode.dev/day-35-mastering-configmaps-and-secrets-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Secrets](https://www.linuxadvise.com/post/kubernetes-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/4th-coffee: State of Kubernetes Secrets Management in 2022](https://medium.com/4th-coffee/state-of-kubernetes-secrets-management-in-2022-6148af91e7b5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Encrypting Kubernetes Secrets at Rest](https://faun.pub/encrypting-kubernetes-secrets-at-rest-1b835e228c6a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [vinothecloudone.medium.com: Kubernetes Configuration Patterns 101](https://vinothecloudone.medium.com/kubernetes-configuration-patterns-101-68cfb7af1084) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [levelup.gitconnected.com: Kubernetes 101: Secrets](https://levelup.gitconnected.com/kubernetes-101-secrets-20d068ab0563) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Searchable list of Kubernetes Storage Providers](https://storageclass.info/csidrivers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to create Namespaces in Kubernetes? 🌟](https://medium.com/faun/namespaces-in-kubernetes-4bac49414770) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [starwindsoftware.com: Remove a Kubernetes namespace blocked with Terminating' status](https://www.starwindsoftware.com/blog/remove-a-kubernetes-namespace-blocked-with-terminating-status) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Multi-Tenancy β€” A Best Practices Guide 🌟](https://medium.com/faun/kubernetes-multi-tenancy-a-best-practices-guide-88e37ef2b709) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [asonisg.medium.com: Multi-tenancy with Kubernetes (Part-1)](https://asonisg.medium.com/multi-tenancy-with-kubernetes-part-1-8ac4e5083e31) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Namespaces vs. Virtual Clusters](https://medium.com/geekculture/kubernetes-namespaces-vs-virtual-clusters-cc8731752972) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [p3r.one: Delete namespace stuck in Terminating State](https://www.p3r.one/delete-terminating-namespace) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [doordash.engineering: Fast Feedback Loop for Kubernetes Product Development' in a Production Environment](https://doordash.engineering/2022/06/23/fast-feedback-loop-for-kubernetes-product-development-in-a-production-environment) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [towardsaws.com: Kubernetes Multi-Tenancy Approach](https://towardsaws.com/kubernetes-multi-tenancy-approach-b0f58d615971) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@het.trivedi05: Designing Multi-Tenant Applications on Kubernetes](https://medium.com/@het.trivedi05/designing-multi-tenant-applications-on-kubernetes-f0470f8e641c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/adeo-tech: A walkthrough guide for Multi-Tenancy with GKE](https://medium.com/adeo-tech/a-walkthrough-guide-for-multi-tenancy-with-gke-b9e6f1aed2a2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Hierarchical Namespaces in Kubernetes](https://faun.pub/hierarchical-namespaces-in-kubernetes-5b07ea2c3e65) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [sandeepbaldawa.medium.com: K8s Labels & Selectors](https://sandeepbaldawa.medium.com/k8s-labels-selectors-9ad2fcf78a4e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.kubecost.com: The Guide to Kubernetes Labels](https://blog.kubecost.com/blog/kubernetes-labels) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Node Selectors](https://www.linuxadvise.com/post/kubernetes-node-selectors) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ithands-on.com: Kubernetes 101 : Changing a Pod's label on the fly](https://www.ithands-on.com/2021/04/kubernetes-101-changing-pods-label-on.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [thenucleargeeks.com: Taints and Tolerations in Kubernetes](https://thenucleargeeks.com/2021/03/28/taints-and-tolerations-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Taints And Toleration Basics In Kubernetes](https://faun.pub/taints-and-toleration-basics-in-kubernetes-c0538c3f6deb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.learncodeonline.in: Kubernetes Scheduling - Taints and Tolerations](https://blog.learncodeonline.in/kubernetes-scheduling-taints-and-tolerations) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [kamsjec.medium.com: Kubernetes Taints and Tolerations](https://kamsjec.medium.com/kubernetes-taints-and-tolerations-18727f618d01) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@sam.euchaliptus: Tolerations & NodeAffinity for Deterministic' Pod Scheduling in Kubernetes](https://medium.com/@sam.euchaliptus/tolerations-nodeaffinity-for-deterministic-pod-scheduling-in-kubernetes-aa2f1d4316fa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to Deploy a Web Application with Kubernetes](https://medium.com/swlh/how-to-deploy-an-asp-net-application-with-kubernetes-3c00c5fa1c6e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [linuxadvise.com: Kubernetes Rolling Updates and Rollbacks](https://www.linuxadvise.com/post/kubernetes-rolling-updates-and-rollbacks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How Rolling and Rollback Deployments work in Kubernetes](https://medium.com/@yankee.exe/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Deployment β€” Rolling Updates and Rollbacks Explained](https://medium.com/codex/kubernetes-deployment-rolling-updates-and-rollbacks-explained-e3efa6557368) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Deployment: Connect Your Front End to Your Back End With' Nginx](https://medium.com/better-programming/kubernetes-deployment-connect-your-front-end-to-your-back-end-with-nginx-7e4e7cfef177) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Deployment Explained](https://medium.com/geekculture/kubernetes-deployment-explained-9b2b89dd3977) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Deployment types in Kubernetes](https://medium.com/avmconsulting-blog/deployment-types-in-kubernetes-14b70ca7ef93) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: 5 Things We Overlooked When Deploying Our First App on Kubernetes](https://medium.com/gumgum-tech/5-things-we-overlooked-when-putting-our-first-app-on-kubernetes-58583c1783e4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Our Journey to Zero Downtime Rolling Updates with Ambassador](https://eng.lifion.com/journey-to-zero-downtime-rolling-updates-with-ambassador-badda6a7d450) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Tip: How Statefulsets Behave Differently Than Deployments' When Node Fails?](https://medium.com/tailwinds-navigator/kubernetes-tip-how-statefulsets-behave-differently-than-deployments-when-node-fails-d29e36bca7d5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [yankeexe.medium.com: How Rolling and Rollback Deployments work in Kubernetes](https://yankeexe.medium.com/how-rolling-and-rollback-deployments-work-in-kubernetes-8db4c4dce599) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/okteto: Beginner’s Guide to Kubernetes Deployments](https://medium.com/okteto/beginners-guide-to-kubernetes-deployments-50f066d95d2b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Zero downtime deployment with Kubernetes using Rolling' update Strategy](https://blog.devgenius.io/zero-downtime-deployment-with-kubernetes-using-rolling-update-strategy-bff45de8c3c3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dinushad92.medium.com: Building a resilient deployment on Kubernetes-part' 3: Keep the deployment up to date with the latest releases](https://dinushad92.medium.com/building-a-resilient-deployment-on-kubernetes-part-3-keep-the-deployment-up-to-date-with-the-7296f18f275a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@chamakenjefi: Kubernetes deployments using a ConfigMap with' a custom index.html page](https://medium.com/@chamakenjefi/kubernetes-deployments-using-a-configmap-with-a-custom-index-html-page-5b4de0a7aa1b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@vrnvav97: Canary Deployment in Kubernetes](https://medium.com/@vrnvav97/canary-deployment-in-kubernetes-a18c81cb9b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@the.nick.miller: Custom Deployments with Kubernetes](https://medium.com/@the.nick.miller/multi-container-deployments-with-kubernetes-33c824d8d9a4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [amolmote.hashnode.dev: ReplicaSet & Deployment In Kubernetes 🌟](https://amolmote.hashnode.dev/replicaset-deployment-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [teplyheng.medium.com: Understand the difference between Deployments and' ReplicaSet 🌟](https://teplyheng.medium.com/understand-the-difference-between-deployments-and-replicaset-7e1cfd4d8639) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [teplyheng.medium.com: In-depth understanding of Deployments in Kubernetes](https://teplyheng.medium.com/in-depth-understanding-of-deployments-in-kubernetes-af2c93ca4a24) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [routerhan.medium.com: Understanding Kubernetes Deployment β€” A Beginner’s' Guide](https://routerhan.medium.com/understanding-kubernetes-deployment-a-beginners-guide-6723c19dbd57) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Blue Green Deployment with Kubernetes](https://blog.devgenius.io/blue-green-deployment-with-kubernetes-b7595b17fe17) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes β€” Difference between Deployment and StatefulSet in K8s](https://medium.com/devops-mojo/kubernetes-difference-between-deployment-and-statefulset-in-k8s-deployments-vs-statefulsets-855f9e897091) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [tom-sapak.medium.com: Deployment vs. StatefulSet for stateful applications](https://tom-sapak.medium.com/deployment-vs-statefulset-for-stateful-applications-eebd6522e102) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [niravshah2705.medium.com: Play with volume for statefulsets](https://niravshah2705.medium.com/play-with-volume-for-statefulsets-7fbf14221e74) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@arton.demaku: Managing Stateful Applications with Kubernetes' StatefulSets](https://medium.com/@arton.demaku/managing-stateful-applications-with-kubernetes-statefulsets-3eeec9e9d151) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.learncodeonline.in: Kubernetes Scheduling - DaemonSet](https://blog.learncodeonline.in/kubernetes-scheduling-daemonset) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ithands-on.com: Kubernetes 101 : Performing tasks in kubernetes - Jobs](https://www.ithands-on.com/2021/05/kubernetes-101-performing-tasks-in.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Jobs & Cronjobs in Kubernetes Cluster](https://medium.com/avmconsulting-blog/jobs-cronjobs-in-kubernetes-cluster-d0e872e3c8c8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/geekculture: Setup a CronJob to execute Kubectl or AWS commands](https://medium.com/geekculture/setup-a-cronjob-to-execute-kubectl-or-aws-commands-c1c15dd4ff1f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dwdraju.medium.com: Kubernetes Job or CronJob: Which One to Use and When?' 🌟](https://dwdraju.medium.com/kubernetes-job-or-cronjob-which-one-to-use-and-when-4ffd4800d28e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: K8s β€” Why Use Job Instead of Pod Directly?](https://blog.devgenius.io/k8s-why-use-job-instead-of-pod-directly-48cf4e24a0df) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/kudos-engineering: Migrating our cron jobs to Kubernetes](https://medium.com/kudos-engineering/migrating-our-cron-jobs-to-kubernetes-8597032d7622) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@abhinav.ittekot: Running Kubernetes jobs with sidecar containers](https://medium.com/@abhinav.ittekot/running-kubernetes-jobs-with-sidecar-containers-8c034b020993) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devops.dev: Understanding Jobs and CronJobs in Kubernetes](https://blog.devops.dev/understanding-jobs-and-cronjobs-in-kubernetes-9db379562da) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes β€” Active/Passive Load Balancing with Services](https://faun.pub/active-passive-load-balancing-with-kubernetes-services-742cae1938af) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [devineer.medium.com: Kubernetes Services Explained](https://devineer.medium.com/kubernetes-services-explained-22b4dd11de02) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [whyk8s.substack.com: Why Services?](https://whyk8s.substack.com/p/why-services) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@ankitrai_13207: Kubernetes: Deployment & Service](https://medium.com/@ankitrai_13207/kubernetes-deployment-service-6f32b7e63f16) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: An Overview to Kubernetes Services](https://betterprogramming.pub/kubernetes-service-types-3c4a3088a5c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [nitishblog.hashnode.dev: Kubernetes Services - Your way to connect with' your application](https://nitishblog.hashnode.dev/kubernetes-services-your-way-to-connect-with-your-application) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [sumanprasad.hashnode.dev: Everything About Kubernetes Services - Discovery,' Load Balancing, Networking](https://sumanprasad.hashnode.dev/everything-about-kubernetes-services-discovery-load-balancing-networking) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devops.dev: Kubernetes Services: Explained with Examples](https://blog.devops.dev/kubernetes-services-explained-with-examples-3d1897a875b7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: Kubernetes Canary Deployment #1 Gitlab CI](https://medium.com/@wuestkamp/kubernetes-canary-deployment-1-gitlab-ci-518f9fdaa7ed) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Fully automated canary deployments in Kubernetes](https://medium.com/containers-101/fully-automated-canary-deployments-in-kubernetes-70a671105273) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.knoldus.com: Introduction to Kubernetes Deployment Strategies](https://blog.knoldus.com/introduction-to-kubernetes-deployment-strategies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone: Advanced Kubernetes Deployment Strategies](https://dzone.com/articles/advanced-kubernetes-deployment-strategies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Kubernetes Blue-Green Deployment](https://blog.devgenius.io/kubernetes-blue-green-deployment-a69ed17cd4cd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [prakashkumar0301.medium.com: Blue-Green Deployment with Kubernetes](https://prakashkumar0301.medium.com/blue-green-deployment-with-kubernetes-a37a534a2ef4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [emirayhan.medium.com: Kubernetes (k8s) Deployment Strategies](https://emirayhan.medium.com/kubernetes-k8s-deployment-strategies-eb3a0f5cbc49) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes Deployment Strategies](https://faun.pub/kubernetes-deployment-strategies-f36e7e4d2be) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Kubernetes Deployment Strategy Explained 🌟](https://blog.devgenius.io/kubernetes-deployment-strategy-explained-bf27fea088e1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [developers.redhat.com: Run the Canary Deployment pattern on Kubernetes' 🌟](https://developers.redhat.com/developer-sandbox/activities/run-the-canary-deployment-pattern-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.werf.io: Canary releases in Kubernetes based on Ingress-NGINX Controller](https://blog.werf.io/canary-releases-in-kubernetes-based-on-ingress-nginx-controller-96193efe34f9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@bubu.tripathy: Blue-Green Deployment using Kubernetes](https://medium.com/@bubu.tripathy/blue-green-deployment-using-kubernetes-be994df956b4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.developersteve.com: Canary Deployments in Kubernetes: Safely Releasing' New Features with Confidence](https://blog.developersteve.com/canary-deployments-in-kubernetes-safely-releasing-new-features-with-confidence-f6eb3f0dab6f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [learndevops.substack.com: Hitting prometheus API with curl and jq 🌟](https://learndevops.substack.com/p/hitting-prometheus-api-with-curl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/cp-massive-programming: Kubernetes API Server Discovery](https://medium.com/cp-massive-programming/kubernetes-api-server-discovery-ac3b358e878e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/linux-shots: Find Deprecated API Resources used in a Kubernetes' Cluster](https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernetes-cluster-44756c1126c8) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.jimmyray.io: Discover K8s Through Its APIs](https://blog.jimmyray.io/discover-k8s-through-its-apis-e2f90937a19f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: How to Perform Health checks in Kubernetes (K8s)](https://medium.com/faun/how-to-perform-health-checks-in-kubernetes-k8s-a4e5300b1f9d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Liveness and Readiness Probes for Kubernetes in Phoenix application](https://blog.lelonek.me/liveness-and-readiness-probes-for-kubernetes-in-phoenix-application-890e24d0737e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Straight to the Point: Kubernetes Probes](https://faun.pub/straight-to-the-point-kubernetes-probes-e5b23e267d9d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [guyzsarun.medium.com: Kubernetes Liveness, Readiness Probe Explained](https://guyzsarun.medium.com/kubernetes-liveness-readiness-probe-explained-352691dcccf1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/devops-mojo: Kubernetes β€” Probes (Liveness, Readiness, and Startup)' Overview](https://medium.com/devops-mojo/kubernetes-probes-liveness-readiness-startup-overview-introduction-to-probes-types-configure-health-checks-206ff7c24487) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [doordash.engineering: How to Handle Kubernetes Health Checks](https://doordash.engineering/2022/08/09/how-to-handle-kubernetes-health-checks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes Liveness Probes](https://faun.pub/kubernetes-liveness-probes-1a053f53690c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dnastacio.medium.com: The Art and Science of Probing a Kubernetes Container](https://dnastacio.medium.com/the-art-and-science-of-probing-a-kubernetes-container-db1f16539080) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@eumaho: Setting up readiness and liveness health-check probes' in Kubernetes with SpringBoot 🌟](https://medium.com/@eumaho/setting-up-readiness-and-liveness-health-check-probes-in-kubernetes-with-springboot-674eb1038377) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [kamsjec.medium.com: liveness and readiness probes…](https://kamsjec.medium.com/liveness-and-readiness-probes-91919f24e305) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@danielepolencic: In Kubernetes, are there hidden costs to' running many cluster nodes?](https://medium.com/@danielepolencic/reserved-cpu-and-memory-in-kubernetes-nodes-65aee1946afd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Ultimate Kubernetes Resource Planning Guide](https://medium.com/dev-genius/ultimate-kubernetes-resource-planning-guide-449a4fddd1d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [magalix.com: Capacity Planning](https://www.magalix.com/blog/kubernetes-patterns-capacity-planning) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone: Dive Deep Into Resource Requests and Limits in Kubernetes](https://dzone.com/articles/dive-deep-into-resource-requests-and-limits-in-kub) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Understanding resource limits in kubernetes: cpu time](https://medium.com/@betz.mark/understanding-resource-limits-in-kubernetes-cpu-time-9eff74d3161b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [john-tucker.medium.com: Kubernetes CPU Resource Requests at Runtime](https://john-tucker.medium.com/kubernetes-cpu-resource-requests-at-runtime-c4df668d1c5c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Practical example of how to set requests and limits on Kubernetes](https://faun.pub/practical-example-of-how-to-set-requests-and-limits-on-kubernetes-87521b599983) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dnastacio.medium.com: Why you should keep using CPU limits on Kubernetes' 🌟🌟](https://dnastacio.medium.com/why-you-should-keep-using-cpu-limits-on-kubernetes-60c4e50dfc61) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/omio-engineering: CPU limits and aggressive throttling in Kubernetes](https://medium.com/omio-engineering/cpu-limits-and-aggressive-throttling-in-kubernetes-c5b20bd8a718) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [iceburn.medium.com: Kubernetes Resource Requests and Resource Limits](https://iceburn.medium.com/kubernetes-resource-requests-and-resource-limits-99c549c5a439) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@mark.andreev: How to configure Kubernetes memory limits for' Java application](https://medium.com/@mark.andreev/how-to-configure-kubernetes-memory-limits-for-java-application-ec0cc5a68c24) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/pipedrive-engineering: How we choked our Kubernetes NodeJS services](https://medium.com/pipedrive-engineering/how-we-choked-our-kubernetes-nodejs-services-932acc8cc2be) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@eliran89c: For the love of god, learn when to use CPU limits' on Kubernetes](https://medium.com/@eliran89c/for-the-love-of-god-learn-when-to-use-cpu-limits-on-kubernetes-2225341e9dbd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@jettycloud: Making Sense of Kubernetes CPU Requests And Limits](https://medium.com/@jettycloud/making-sense-of-kubernetes-cpu-requests-and-limits-390bbb5b7c92) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Kubernetes Chronicles:(K8s#04)|K8s Series | POD Resource Request' & Limits](https://faun.pub/kubernetes-chronicles-k8s-04-k8s-series-pod-resource-request-limits-49ac0cf67ae6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [hwchiu.medium.com: Why does my 2vCPU application run faster in a VM than' in a container? 🌟🌟](https://hwchiu.medium.com/why-does-my-2vcpu-application-run-faster-in-a-vm-than-in-a-container-6438ffaba245) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/nordnet-tech: Unlocking Kubernetes Performance with no CPU Resource' Limits](https://medium.com/nordnet-tech/unlocking-kubernetes-performance-with-no-cpu-resource-limits-56d5dc33037b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@danielepolencic: Challenge 16: Throttled 🌟](https://medium.com/@danielepolencic/challenge-16-throttled-93133f8fd0ad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@frommeyerc: Containers and the JVM: About CFS and how to deal' with it](https://medium.com/@frommeyerc/containers-and-the-jvm-about-cfs-and-how-to-deal-with-it-805883b72a87) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [lalatron.hashnode.dev: When Kubernetes and Go don't work well together' 🌟](https://lalatron.hashnode.dev/when-kubernetes-and-go-dont-work-well-together) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/directeam: Kubernetes resources under the hood β€” Part 1 🌟](https://medium.com/directeam/kubernetes-resources-under-the-hood-part-1-4f2400b6bb96) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@mathieuces: How to calculate CPU for containers in k8s dynamically' ? 🌟](https://medium.com/@mathieuces/how-to-calculate-cpu-for-containers-in-k8s-dynamically-47a89e3886eb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: The Kubernetes Scheduler: this series aims to advance the understanding' of Kubernetes and its underlying concepts](https://medium.com/@dominik.tornow/the-kubernetes-scheduler-cd429abac02f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: K8S - Creating a kube-scheduler plugin](https://medium.com/@juliorenner123/k8s-creating-a-kube-scheduler-plugin-8a826c486a1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Multiple Schedulers in Kubernetes](https://faun.pub/multiple-schedulers-in-kubernetes-a78a7b4fa4b2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: How to utilize priorities in Kubernetes?](https://faun.pub/how-to-use-priorities-in-kubernetes-e1bb1b722b6a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Getting Started with Kubernetes etcd](https://medium.com/@Alibaba_Cloud/getting-started-with-kubernetes-etcd-a26cba0b4258) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: ETCD - the Easy Way | Vaibhav Rajput](https://medium.com/nerd-for-tech/etcd-the-easy-way-4c01e243f285) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [bsucaciu.com: What is a Sidecar?](https://bsucaciu.com/?p=4645) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes β€” Learn Sidecar Container Pattern](https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-sidecar-container-pattern-6d8c21f873d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ithands-on.com: Kubernetes 101 : Extending the container's functionalities' - Sidecar containers](https://www.ithands-on.com/2021/07/kubernetes-101-extending-containers.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [atul-agrawal.medium.com: Library vs Service vs Sidecar](https://atul-agrawal.medium.com/library-vs-service-vs-sidecar-ff5a20b50cad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [banzaicloud.com: Sidecar container lifecycle changes in Kubernetes 1.18' 🌟](https://banzaicloud.com/blog/k8s-sidecars) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Delaying application start until sidecar is ready](https://medium.com/@marko.luksa/delaying-application-start-until-sidecar-is-ready-2ec2d21a7b74) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [pauldally.medium.com: Kubernetes – An Introduction to Sidecars](https://pauldally.medium.com/kubernetes-an-introduction-to-sidecars-21d99fbd7de3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [saurabhdashora.hashnode.dev: Implementing Sidecar Design Pattern with Kubernetes' Pod](https://saurabhdashora.hashnode.dev/implementing-sidecar-design-pattern-with-kubernetes-pod) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes Tip: How Does OOMKilled Work?](https://medium.com/tailwinds-navigator/kubernetes-tip-how-does-oomkilled-work-ba71b135993b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [stackpulse.com: Kubernetes and SRE: 5 Best Practices for K8s Reliability' in Production](https://stackpulse.com/blog/https-stackpulse-com-blog-kubernetes-production-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [stackpulse.com: Challenges of Running Services With K8s Reliably](https://stackpulse.com/blog/challenges-of-running-services-with-k8s-reliably) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [bridgecrew.io: 5 common Kubernetes misconfigs and how to fix them](https://bridgecrew.io/blog/5-common-kubernetes-misconfigs-and-how-to-fix-them) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [snapt.net: Best Practices for Load Balancing Kubernetes Containers](https://www.snapt.net/blog/best-practices-for-load-balancing-kubernetes-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/mycloudseries: Must-haves for your Kubernetes Cluster to be Production' Ready](https://medium.com/mycloudseries/must-haves-for-your-kubernetes-cluster-to-be-production-ready-dc7d1d18c4a2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.runx.dev: 5 Common Kubernetes Mistakes and how to avoid them](https://blog.runx.dev/5-common-kubernetes-mistakes-and-how-to-avoid-them-150607beb475) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: Kubernetes best practice: How to (correctly) set resource requests' and limits](https://www.cncf.io/blog/2022/10/20/kubernetes-best-practice-how-to-correctly-set-resource-requests-and-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@krishnendupatra: Best practices to achieve Zero downtime on' Kubernetes deployments](https://medium.com/@krishnendupatra/best-practices-to-achieve-zero-downtime-on-kubernetes-deployments-438f15cd811e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [levelup.gitconnected.com: How to guess the right size for your Kubernetes' Pods?](https://levelup.gitconnected.com/how-to-guess-the-right-size-for-your-kubernetes-pods-9c88686fec) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/saas-infra: Stabilize Kubernetes MicroServices β€” The Right Resources' Settings](https://medium.com/saas-infra/stabilize-your-kubernetes-microservices-with-the-correct-resources-settings-2071fa11495d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/application-driven-infrastructure: Best Practices for Understanding' Kubernetes Costs](https://medium.com/application-driven-infrastructure/best-practices-for-understanding-kubernetes-costs-f3c58a5e1ebf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone.com: Optimizing Kubernetes Clusters for Better Efficiency and Cost' Savings 🌟](https://dzone.com/articles/optimizing-kubernetes-clusters-for-better-efficien-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@visweswara: Pod Disruption Budget β€” Budget that can save you' One day](https://medium.com/@visweswara/pod-disruption-budget-budget-that-can-save-you-one-day-7c22c8a11d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [saahitya.hashnode.dev: Pod Disruption Budget(Pdb)](https://saahitya.hashnode.dev/pod-disruption-budgetpdb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [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€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/streamotion-tech-blog: Visualising the Cost of Kubernetes](https://medium.com/streamotion-tech-blog/visualising-the-cost-of-kubernetes-ca64f642de8c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubecost 🌟](https://www.kubecost.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.kubecost.com: AKS Cost Monitoring and Governance With Kubecost](https://blog.kubecost.com/blog/aks-cost) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@randhirthakur076: Optimizing Kubernetes Cost Management: A Deep' Dive into Kubecost](https://medium.com/@randhirthakur076/optimizing-kubernetes-cost-management-a-deep-dive-into-kubecost-5b07c9926c87) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Deploying Kubernetes β€” Deciding the size of your nodes](https://medium.com/swlh/deploying-kubernetes-deciding-the-size-of-your-nodes-a115e770e09) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone refcard: Kubernetes Multi-Cluster Management and Governance](https://dzone.com/refcardz/kubernetes-multi-cluster-management-and-governance) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: Simplifying multi-clusters in Kubernetes](https://www.cncf.io/blog/2021/04/12/simplifying-multi-clusters-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Individual Kubernetes Clusters vs. Shared Kubernetes Clusters for' Development](https://medium.com/faun/individual-kubernetes-clusters-vs-shared-kubernetes-clusters-for-development-3399576b0f1f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [itnext.io: Extending Kubernetes Cluster; Kubectl Plugins and Krew](https://itnext.io/extending-kubernetes-cluster-kubectl-plugins-and-krew-547a8bc839a3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [awstip.com: Essential plugins for Kubectl CLI](https://awstip.com/essential-plugins-for-kubectl-cli-e35cbc99037b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [pixelstech.net: Build a Kubectl Plugin from Scratch](https://www.pixelstech.net/article/1606901393-Build-a-Kubectl-Plugin-from-Scratch) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Cool Kubernetes command line plugins](https://medium.com/nontechcompany/cool-kubernetes-command-line-plugins-4b0e50362426) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [faun.pub: Spying on Kubernetes Pods with kubespy](https://faun.pub/spying-on-kubernetes-pods-with-kubespy-3043a3ed044b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [tonylixu.medium.com: Kubectl β€” Plugins Operation](https://tonylixu.medium.com/kubectl-plugins-operation-f93274622447) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@jerome_tarte: Extend your toolset with Kubectl plugin](https://medium.com/@jerome_tarte/extend-your-toolset-with-kubectl-plugin-55596067595f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Accelerated Feedback Loops when Developing for Kubernetes with Conftest](https://engineering.plex.com/posts/kubernetes-policy-conftest) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [magalix.com: Kubernetes Patterns - The Service Discovery Pattern](https://www.magalix.com/blog/kubernetes-patterns-the-service-discovery-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone.com: Performance Patterns in Microservices-Based Integrations](https://dzone.com/articles/performance-patterns-in-microservices-based-integr-1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: 10 Anti-Patterns for Kubernetes Deployments](https://medium.com/better-programming/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [ishantgaurav.in: Kubernetes – Sidecar Container Pattern](https://ishantgaurav.in/2021/07/18/kubernetes-sidecar-container-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [betterprogramming.pub: 10 Anti-Patterns for Kubernetes Deployments](https://betterprogramming.pub/10-antipatterns-for-kubernetes-deployments-e97ce1199f2d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium: Kubernetes β€” Learn Init Container Pattern](https://medium.com/bb-tutorials-and-thoughts/kubernetes-learn-init-container-pattern-7a757742de6b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone: Microservices Patterns: Sidecar](https://dzone.com/articles/microservices-patterns-sidecar) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [dzone: Multi-Container Pod Design Patterns in Kubernetes](https://dzone.com/articles/multi-container-pod-design-patterns-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@ehsan-khodadadi: Patterns and anti-patterns for a reliable Kubernetes' infra deployment](https://medium.com/@ehsan-khodadadi/patterns-and-anti-patterns-for-a-reliable-kubernetes-infra-deployment-5724f6749b7a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [granulate.io: A Deep Dive into Kubernetes Scheduling](https://granulate.io/a-deep-dive-into-kubernetes-scheduling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.kubecost.com: Kubernetes node affinity: examples & instructions](https://blog.kubecost.com/blog/kubernetes-node-affinity) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/dlt-labs-publication: Kubernetes: Understanding Pod Affinity,' Taint & Toleration](https://medium.com/dlt-labs-publication/kubernetes-understanding-pod-affinity-taint-toleration-2f9b9b218dd5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@pbijjala: reCap: Elasticity in Kubernetes/GKE 🌟🌟](https://medium.com/@pbijjala/recap-elasticity-in-kubernetes-gke-543d8523d3c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [4sysops.com: Node selector and node affinity in Kubernetes](https://4sysops.com/archives/kubernetes-guide-node-selector-and-node-affinity-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Virtual Clusters for Kubernetes β€” Benefits and Use Cases](https://medium.com/better-programming/virtual-clusters-for-kubernetes-benefits-use-cases-a4eee1c5c5a5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [loft-sh.medium.com: How Virtual Kubernetes Clusters Can Speed Up Your Local' Development](https://loft-sh.medium.com/how-virtual-kubernetes-clusters-can-speed-up-your-local-development-e5645614a3c5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/expedia-group-tech: Manage multi-cluster Kubernetes infrastructure' with Kubefed v2](https://medium.com/expedia-group-tech/managing-a-federated-kubernetes-cluster-using-kubefed-v2-5f115dbdbe05) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@cloud_tips: Kubernetes Incident Response](https://medium.com/@cloud_tips/kubernetes-incident-response-94daac6d7a2b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cncf.io: Certified Kubernetes Application Developer (CKAD)](https://www.cncf.io/certification/ckad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [reddit.com/r/kubernetes: CKAD - free materials](https://www.reddit.com/r/kubernetes/comments/r4q1ec/ckad_free_materials) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.jcprz.com: My tips to pass the CKA exam and what’s next](https://blog.jcprz.com/my-tips-to-pass-the-cka-exam-and-whats-next-8df2c3d38a7e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/@vamshisuram: How to crack CKAD exam (part β€” 2)](https://medium.com/@vamshisuram/how-to-crack-ckad-exam-part-2-26330c32a4e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [blog.devgenius.io: Passing the 2023 Certified Kubernetes Administrator (CKA)' Exam](https://blog.devgenius.io/passing-the-2023-certified-kubernetes-administrator-cka-exam-693d8f9bc711) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [cloudnativeengineer.substack.com: Prepare for your Certified Kubernetes' Administrator exam](https://cloudnativeengineer.substack.com/p/prepare-for-your-cka-exam-e1c33883eaf2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [developers.redhat.com: Kubernetes Operators](https://developers.redhat.com/books/kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [k8spatterns.io: Free Kubernetes Patterns e-book](https://k8spatterns.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [magalix.com: Free Kubernetes Application Architecture Patterns eBook](https://www.magalix.com/kubernetes-application-patterns-e-book-download) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes essentials E-book](https://images.linoxide.com/ebook-kubernetes-essentials.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes for developers](https://www.udemy.com/course/kubernetes-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes for the Absolute Beginners](https://www.udemy.com/course/learn-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Kubernetes: Getting Started (Free)](https://www.udemy.com/course/kubernetes-getting-started) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com: Top 15 Online Courses to Learn Docker, Kubernetes, and AWS for' Fullstack Developers and DevOps Engineers](https://medium.com/javarevisited/top-15-online-courses-to-learn-docker-kubernetes-and-aws-for-fullstack-developers-and-devops-d8cc4f16e773) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [en.wikipedia.org: Payment Card Industry Data Security Standard](https://en.wikipedia.org/wiki/Payment_Card_Industry_Data_Security_Standard) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes.md)*
-  - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Azure Landing Zone IaC Accelerator](https://azure.github.io/Azure-Landing-Zones/accelerator) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [Terraform Enterprise 2.0](https://t.co/UmacHpStqI) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [IBM IAM for AI Agents](https://t.co/EKsVgKA4xn) [COMMUNITY-TOOL] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - [bridgecrew.io: 5 tips for securely adopting infrastructure as code](https://bridgecrew.io/blog/5-tips-for-securely-adopting-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [daffodilsw.medium.com: What is Infrastructure Automation in DevOps?](https://daffodilsw.medium.com/what-is-infrastructure-automation-in-devops-d9681870b07d) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [faun.pub: The best Infrastructure as Code tools for 2021](https://faun.pub/the-best-infrastructure-as-code-tools-for-2021-b37c323e89f0) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [medium.com/@bunnyshell: How to Overcome Infrastructure as Code (IaC) Challenges](https://medium.com/@bunnyshell/how-to-overcome-infrastructure-as-code-iac-challenges-f4947be7cde2) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [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€” *Go to [Section](./iac.md)*
-  - [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€” *Go to [Section](./iac.md)*
-  - [medium.com/@faisalkuzhan: DAY_43/90 => Infrastructure as Code(IaC)](https://medium.com/@faisalkuzhan/day-43-90-infrastructure-as-code-iac-5a826258ee4b) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [levelup.gitconnected.com: Short: Using IaC over Clickops](https://levelup.gitconnected.com/short-using-iac-over-clickops-229e919b5373) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [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€” *Go to [Section](./iac.md)*
-  - [medium.com/nerd-for-tech: Kubernetes: Declaratively Deploying Infrastructure' (IaC)](https://medium.com/nerd-for-tech/kubernetes-declaratively-deploying-infrastructure-iac-789f14d999c6) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [medium.com/globant: Infrastructure as Code using Kubernetes](https://medium.com/globant/infrastructure-as-code-using-kubernetes-d3d329446517) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [IaC and OpenShift Virtualization handshake (using Terraform for VMs on OCP)](https://medium.com/@nidhibansal26/iac-and-openshift-virtualization-handshake-c0a4ada79af5) [COMMUNITY-TOOL] β€” *Go to [Section](./iac.md)*
-  - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [hashicorp.com: HashiCorp Teams with AWS on New Control Tower Account Factory' for Terraform](https://www.hashicorp.com/blog/hashicorp-teams-with-aws-on-new-control-tower-account-factory-for-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [cloud.hashicorp.com: HashiCorp Cloud](https://cloud.hashicorp.com) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Multi-Region Replication Now Available with HCP Vault](https://www.hashicorp.com/blog/multi-region-replication-now-available-with-hcp-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [levelup.gitconnected.com: Continuous Integration and Continuous Deployment' with Terraform Cloud](https://levelup.gitconnected.com/continuous-integration-continuous-deployment-with-terraform-cloud-ad384f29d7a0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com: Why should Terraform be one of your DevOps tools?](https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [udemy.com: Learn DevOps: Infrastructure Automation With Terraform](https://www.udemy.com/learn-devops-infrastructure-automation-with-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: AWS API Gateway](https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Integration of AWS, Terraform, and GitHub for Automated Deployment' Infrastructure](https://medium.com/@akshayavb99/integration-of-aws-terraform-and-github-for-automated-deployment-infrastructure-da0a19ff4e86) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Automation of Cloud-Terraform](https://medium.com/@sandupatlaabhilash1747/automation-of-cloud-terraform-5a299fb785bb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Custom Variable Validation in Terraform 0.13](https://www.hashicorp.com/blog/custom-variable-validation-in-terraform-0-13) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terraform for Network Engineers: Should you be implementing Infrastructure' as Code?](https://medium.com/hashicorp-engineering/terraform-for-network-engineers-should-you-be-implementing-infrastructure-as-code-73667d27d3b8) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Learn How to Import Infrastructure Into Terraform](https://www.hashicorp.com/blog/import-infrastructure-into-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium - Infrastructure-As-Code: But You Don’t Have to Write That Code](https://medium.com/@duplocloud/infrastructure-as-code-but-you-dont-have-to-write-that-code-87ec4fe94863) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Manage Active Directory Objects with the New Windows AD Provider for HashiCorp Terraform](https://www.hashicorp.com/blog/manage-active-directory-objects-new-windows-ad-provider-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing 11 Verified Providers for Terraform](https://www.hashicorp.com/blog/announcing-11-verified-providers-for-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Terraform Tutorial: Sensitive Input Variables 🌟](https://www.hashicorp.com/blog/terraform-sensitive-input-variables) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Don’t Forget to Restrict Outbound Traffic with Terraform and Sentinel](https://medium.com/hashicorp-engineering/dont-forget-to-restrict-outbound-traffic-with-terraform-and-sentinel-c74a99129dae) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Terraform Tutorial: Terraform Outputs 🌟](https://www.hashicorp.com/blog/tutorial-terraform-outputs) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Mono Repo vs. Multi Repo: The Great Debate](https://www.hashicorp.com/blog/terraform-mono-repo-vs-multi-repo-the-great-debate) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terraform: How to Use Conditionals to Dynamically Create Resources](https://medium.com/swlh/terraform-how-to-use-conditionals-for-dynamic-resources-creation-6a191e041857) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Modern Infrastructure Automation with Packer, Terraform,' and Consul (video)](https://www.hashicorp.com/resources/modern-infrastructure-automation-with-packer-terraform-and-consul) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Terraform Tutorials: Getting Started with the Helm and' Datadog Providers 🌟](https://www.hashicorp.com/blog/getting-started-with-the-helm-and-datadog-terraform-providers) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: How can I prevent configuration drift?](https://www.hashicorp.com/resources/how-can-i-prevent-configuration-drift) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Share Modules Across Organizations with Terraform Enterprise](https://www.hashicorp.com/blog/share-modules-across-organizations-terraform-enterprise) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing HashiCorp Terraform 0.15 General Availability](https://www.hashicorp.com/blog/announcing-hashicorp-terraform-0-15-general-availability) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terraform β€” Remote States Overview 🌟](https://medium.com/devops-mojo/terraform-remote-states-overview-what-is-terraform-remote-state-storage-introduction-936223a0e9d0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Building Azure Resources with TypeScript Using the CDK for' Terraform](https://www.hashicorp.com/blog/building-azure-resources-with-typescript-using-the-cdk-for-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Protect your Terraform State](https://medium.com/the-innovation/protect-your-terraform-state-a974027a4bb0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform AzureAD Provider Now Supports Microsoft Graph](https://www.hashicorp.com/blog/terraform-azuread-provider-now-supports-microsoft-graph) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [nitheeshp.dev: Practical CI/CD Guide to Deploying AWS Infrastructure 🌟](https://nitheeshp.dev/series/terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Terraform Tutorials on HashiCorp Learn](https://www.hashicorp.com/blog/new-terraform-tutorials-on-hashicorp-learn) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing Support for Amazon ECS Anywhere in the Terraform' AWS Provider](https://www.hashicorp.com/blog/announcing-launch-day-support-for-amazon-ecs-anywhere-terraform-aws-provider) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing HashiCorp Terraform 1.0 General Availability 🌟](https://www.hashicorp.com/blog/announcing-hashicorp-terraform-1-0-general-availability) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: terraform | git commit -m β€œall the secrets” | sops tool for managing' secrets 🌟](https://medium.com/cloudandthings/terraform-git-commit-m-all-the-secrets-5dfea9b111de) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terraform Zero to Hero](https://medium.com/tech-guides/terraform-zero-to-hero-733f6860bb9a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Beta Support for CRDs in the Terraform Provider for Kubernetes](https://www.hashicorp.com/blog/beta-support-for-crds-in-the-terraform-provider-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Cisco, Citrix, and Fortinet Among New Verified Terraform' Providers](https://www.hashicorp.com/blog/cisco-citrix-fortinet-among-new-verified-terraform-providers) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [bridgecrew.io: Advanced Terraform security: Pro tips for secure infrastructure' as code](https://bridgecrew.io/blog/advanced-terraform-security-pro-tips-for-secure-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: AWS and HashiCorp Collaborate on New Terraform Modules](https://www.hashicorp.com/blog/aws-hashicorp-collaborate-new-terraform-modules) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: 10 things I wish I knew before learning Terraform (Part 1) | Ian' Hancock](https://medium.com/contino-engineering/10-things-i-wish-i-knew-before-learning-terraform-f13637a01aa6) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Multi-Cloud DevOps at PETRONAS with Terraform](https://www.hashicorp.com/resources/multi-cloud-devops-at-petronas-with-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terraform in Real Life: Lessons Learned 🌟](https://medium.com/version-1/terraform-in-real-life-lessons-learned-2469e3fe74e6) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/nerd-for-tech: Terraforming the GitOps Way !!!](https://medium.com/nerd-for-tech/terraforming-the-gitops-way-9417cf4abf58) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Terraform-Prevent Conditionally Created Resources From Deletion' 🌟](https://faun.pub/terraform-prevent-conditionally-created-resources-from-deletion-dcec1b793565) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: 5 Best Terraform Tools That You Need in 2022 🌟](https://faun.pub/5-best-terraform-tools-that-you-need-in-2022-a3db2334c524) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [betterprogramming.pub: Design by Contract in Terraform](https://betterprogramming.pub/design-by-contracts-in-terraform-63467a749c1a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@oamdev2020: Glue Terraform Ecosystem into Kubernetes World 🌟](https://medium.com/@oamdev2020/glue-terraform-ecosystem-into-kubernetes-world-3e5d6feb461e) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: The Lifecycle of a Terraform Resource β€” Lifecycle Meta-Argument](https://faun.pub/the-lifecycle-of-a-terraform-resource-lifecycle-meta-argument-3cc4555ec976) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@dugouchet.a: Manage your terraform like a container](https://medium.com/@dugouchet.a/manage-your-terraform-like-a-container-d2acbc46d7d4) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/spacelift: Terraform vs. Kubernetes: Key Differences and Comparison](https://medium.com/spacelift/terraform-vs-kubernetes-key-differences-and-comparison-a42847e8be1c) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/nerd-for-tech: Building a Two-Tier Architecture for High Availability' using Terraform](https://medium.com/nerd-for-tech/building-a-two-tier-architecture-for-high-availability-using-terraform-ae6296fb2126) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [towardsaws.com: Import Existing AWS Infrastructure to Terraform](https://towardsaws.com/import-existing-aws-architecture-to-terraform-368b66c48275) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/google-cloud: Automate Terraform documentation like a pro!](https://medium.com/google-cloud/automate-terraform-documentation-like-a-pro-ed3e19998808) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@adolfo.diaz.zar: Secret Management with Terraform 🌟](https://medium.com/@adolfo.diaz.zar/secret-management-with-terraform-6b5e02f9437e) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [awstip.com: Refactor Terraform code with Moved Blocks β€” a new way without' manually modifying the state](https://awstip.com/refactor-terraform-code-with-moved-blocks-a-new-way-without-manually-modifying-the-state-5ed1d80ed53e) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Terraform null provider and null_resource explained 🌟](https://faun.pub/terraform-null-provider-and-null-resource-explained-6a8d674cad63) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [swwapnilp.medium.com: How Does Slack Use Terraform?](https://swwapnilp.medium.com/how-does-slack-use-terraform-104b1e96c97d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Abstraction Tips: Just Because You Can Doesn't' Mean You Should](https://www.hashicorp.com/resources/terraform-abstraction-tips-just-because-you-can-doesnt-mean-you-should) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Best Practices for Terraform AWS Tags](https://www.hashicorp.com/resources/best-practices-for-terraform-aws-tags) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/codex: How to Use the If / Else Statement in Terraform β€” Examples' 🌟](https://medium.com/codex/how-to-use-the-if-else-statement-in-terraform-examples-76283b593828) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [terrahaxs.com: Choosing the Right Terraform Loop: count vs for_each' 🌟](https://www.terrahaxs.com/blog/count-vs-for-each) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@dsdatsme: Terraform GitOps CI/CD with Approval & Notifications](https://medium.com/@dsdatsme/terraform-gitops-ci-cd-with-approval-notifications-6f0807299fc4) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Cloud no-code provisioning is now GA with new features](https://www.hashicorp.com/blog/terraform-cloud-no-code-provisioning-is-now-ga-with-new-features) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [dzone: Terraform Explained in Five Minutes](https://dzone.com/articles/terraform-explained-in-5-minutes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@willguibr: Terraform 1.5 β€” Import and Automatic Code Generation](https://medium.com/@willguibr/terraform-1-5-import-and-automatic-code-generation-caa4debfef28) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [praveendandu24.medium.com: Mastering Terraform: From Essential Commands' to Effortless EC2 Instance Provisioning](https://praveendandu24.medium.com/mastering-terraform-from-essential-commands-to-effortless-ec2-instance-provisioning-d2d25659450c) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Import your existing cloud infra into Terraform](https://faun.pub/import-your-existing-cloud-infra-into-terraform-ca70da146152) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [ikunalsingh.hashnode.dev: Dynamic Operations in Terraform with Functions' - Use templatefile to dynamically generate a script](https://ikunalsingh.hashnode.dev/dynamic-operations-in-terraform-with-functions) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [kkamalesh117.medium.com: Terraform Variables & Providers (Part-1)](https://kkamalesh117.medium.com/terraform-variables-providers-c66f68747050) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/platform-engineer: 26 Terraform Hacks for Effective Infrastructure' Automation (With Examples)](https://medium.com/platform-engineer/26-terraform-hacks-for-effective-infrastructure-automation-with-examples-d6d721c3d5e0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Testing HashiCorp Terraform](https://www.hashicorp.com/blog/testing-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.devgenius.io: Kubernetes on Proxmox with Terraform](https://blog.devgenius.io/kubernetes-on-proxmox-with-terraform-6880921af6e4) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@orellanaluke: Terraform and the Art of Small: My Guide to Navigating' Smarter, Safer State Management](https://medium.com/@orellanaluke/terraform-and-the-art-of-small-my-guide-to-navigating-smarter-safer-state-management-cd156533ccf7) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [sharmasmriti.hashnode.dev: Day 61 - Terraform Commands](https://sharmasmriti.hashnode.dev/day-61-terraform-commands) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@ebonyymonae: Terraform Basics](https://medium.com/@ebonyymonae/terraform-for-newbies-1f4c4bcd2ace) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [aws.plainenglish.io: The Automation Fellowship: Packer, Terraform, and Ansible' β€” PART III](https://aws.plainenglish.io/the-automation-fellowship-packer-terraform-and-ansible-part-iii-73571ef103e1) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [shrihariharidas73.medium.com: Terraform & HashiCorp Vault Integration:' Seamless Secrets Management](https://shrihariharidas73.medium.com/terraform-hashicorp-vault-integration-seamless-secrets-management-46f41cf735f1) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [ccseyhan.medium.com: What Is Terraform Reusability and How to Achieve It](https://ccseyhan.medium.com/what-is-terraform-reusability-and-how-to-achieve-it-97d9565e394d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@prasadanilmore: The Magic of Visualizing Your Cloud Infrastructure:' Real-time Terraform Visualization](https://medium.com/@prasadanilmore/the-magic-of-visualizing-your-cloud-infrastructure-real-time-terraform-visualization-c85ac0ca4933) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/netpremacy-global-services: The beginning of the end for Terraform?](https://medium.com/netpremacy-global-services/the-beginning-of-the-end-for-terraform-cfffcd2c5420) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@hello_9187: Why We Are Not Supporting OpenTF](https://medium.com/@hello_9187/why-we-are-not-supporting-opentf-a46855f52dc4) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform stacks, explained](https://www.hashicorp.com/blog/terraform-stacks-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@bijit211987: DevSecOps Approach with Terraform and CI/CD Pipelines](https://medium.com/@bijit211987/devsecops-approach-with-terraform-and-ci-cd-pipelines-f556c2d5b40d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [docs.gitlab.com: GitLab managed Terraform State 🌟](https://docs.gitlab.com/ee/user/infrastructure/terraform_state.html) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Testing Infrastructure as Code on Localhost](https://www.hashicorp.com/resources/testing-infrastructure-as-code-on-localhost) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [dzone: Immutable Infrastructure CI/CD Using Hashicorp Terraform and Jenkins](https://dzone.com/articles/immutable-infrastructure-cicd-using-hashicorp-terr) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@mike_tyson_cloud: IT Automation: 10 Alternatives To Terraform](https://medium.com/@mike_tyson_cloud/it-automation-10-alternatives-to-terraform-286107def5ad) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [kvs-vishnu23.medium.com: Is AWS CDK better than Terraform?](https://kvs-vishnu23.medium.com/is-aws-cdk-better-than-terraform-85194e7a42cd) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Apply User Interface for Terraform Cloud](https://www.hashicorp.com/blog/new-apply-user-interface-for-terraform-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Cloud Variable Sets Beta Now Available](https://www.hashicorp.com/blog/terraform-cloud-variable-sets-beta-now-available) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Cloud Adds Drift Detection for Infrastructure Management](https://www.hashicorp.com/blog/terraform-cloud-adds-drift-detection-for-infrastructure-management) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@avyanab: Deploy A Two-Tier Architecture with AWS and Terraform' Cloud](https://medium.com/@avyanab/deploy-a-two-tier-architecture-with-aws-and-terraform-cloud-c6087f118ba7) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Cloud adds aggregated VCS reviews](https://www.hashicorp.com/blog/terraform-cloud-adds-aggregated-vcs-reviews) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: 7 ways to optimize cloud spend with Terraform](https://www.hashicorp.com/blog/7-ways-to-optimize-cloud-spend-with-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com/infrastructure-cloud](https://www.hashicorp.com/infrastructure-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@elliotgraebert: Four Great Alternatives to HashiCorp’s Terraform' Cloud](https://medium.com/@elliotgraebert/four-great-alternatives-to-hashicorps-terraform-cloud-6e0a3a0a5482) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: CDK for Terraform: Enabling Python & TypeScript Support](https://www.hashicorp.com/blog/cdk-for-terraform-enabling-python-and-typescript-support) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing CDK for Terraform 0.1](https://www.hashicorp.com/blog/announcing-cdk-for-terraform-0-1) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@dmglascoe: Deploying IAM Users and S3 Buckets using Boto3' and Terraform](https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and-terraform-71ec04b2e14b) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Practices: The Good, the Bad, and the Ugly](https://www.hashicorp.com/resources/terraform-practices-the-good-the-bad-and-the-ugly) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [A Guide to Cloud Cost Optimization with HashiCorp Terraform 🌟](https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [bridgecrew.io: Terraform security 101: Best practices for secure infrastructure' as code 🌟](https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infrastructure-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform](https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terraform-d7ae4291d621) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [sairamkrish.medium.com: Terraform β€” Best practices and project setup](https://sairamkrish.medium.com/terraform-best-practices-and-project-setup-1772ad04cf5e) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/spacelift: Terraform Best Practices for Better Infrastructure' Management](https://medium.com/spacelift/terraform-best-practices-for-better-infrastructure-management-49e0859b5537) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/schibsted-engineering: Ultimate Terraform project structure 🌟](https://medium.com/schibsted-engineering/ultimate-terraform-project-structure-9fc7e79f6bc6) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Opinionated Terraform Best Practices and Anti-Patterns](https://www.hashicorp.com/resources/opinionated-terraform-best-practices-and-anti-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [reddit.com/r/Terraform: Terraform Experts! Anyone experienced in designing' enterprise grade reusable terraform code?](https://www.reddit.com/r/Terraform/comments/19arrun/comment/kinusdl) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@junjun231953_53717: Terraform Best Practices](https://medium.com/@junjun231953_53717/terraform-best-practices-737153356d41) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [iopshub.medium.com: Terraform Best Practices Everyone Should Know](https://iopshub.medium.com/terraform-best-practices-everyone-should-know-a7c76ba9f085) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [dzone: Manage Multiple Environments With Terraform Workspaces](https://dzone.com/articles/manage-multiple-environments-with-terraform-worksp) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing Support for Code Signing for AWS Lambda in the' Terraform AWS Provider](https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in-the-terraform-aws-provider) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/devops-mojo: Terraform β€” Workspaces Overview 🌟](https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [awesomeopensource.com: Terraform Aws Multi Az Subnets](https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code](https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: New Terraform Tutorials on Provisioning and Managing Kubernetes' Clusters 🌟](https://www.hashicorp.com/blog/new-terraform-tutorials-on-provisioning-and-managing-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Deploying and Managing a Minimal App in a Kubernetes Cluster with Terraform and Ansible](https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cluster-terraform-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform](https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing Version 2.0 of the Kubernetes and Helm Providers' for HashiCorp Terraform 🌟](https://www.hashicorp.com/blog/announcing-version-2-0-kubernetes-and-helm-providers-for-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Wait Conditions in the Kubernetes Provider for HashiCorp' Terraform](https://www.hashicorp.com/blog/wait-conditions-in-the-kubernetes-provider-for-hashicorp-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.kasten.io: Working with Kubernetes and Terraform Part 1: Concepts Behind' Terraform and Kubernetes](https://blog.kasten.io/concepts-behind-terraform-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@vinoji2005: Using Terraform with Kubernetes: A Comprehensive' Guide](https://medium.com/@vinoji2005/using-terraform-with-kubernetes-a-comprehensive-guide-237f6bbb0586) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing General Availability of the HashiCorp Terraform' Cloud Operator for Kubernetes 🌟](https://www.hashicorp.com/blog/announcing-general-availability-hashicorp-terraform-cloud-operator-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Deploy Infrastructure with the Terraform Cloud Operator for Kubernetes' 🌟](https://medium.com/avmconsulting-blog/deploy-infrastructure-with-the-terraform-cloud-operator-for-kubernetes-a179ea4dbbfe) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Cloud Operator 2.3 adds workspace run operations](https://www.hashicorp.com/blog/terraform-cloud-operator-2-3-adds-workspace-run-operations) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@nanditasahu031: Terraform with GCP Cloud](https://medium.com/@nanditasahu031/terraform-with-gcp-cloud-d25d60a6e740) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/google-cloud: Setting up Config Connector with Terraform & Helm](https://medium.com/google-cloud/setting-up-config-connector-with-terraform-helm-8ce2f45f48a4) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform' πŸš€](https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-terraform-dfb26d85e2dd) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Access Google Cloud from HCP Terraform with workload identity](https://www.hashicorp.com/blog/access-google-cloud-from-hcp-terraform-with-workload-identity) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform Adds Support for GKE Autopilot](https://www.hashicorp.com/blog/terraform-adds-support-for-gke-autopilot) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Dzone: terraform with AWS](https://dzone.com/articles/terraform-with-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraforming RDS: What Instacart Learned Managing Over 50' AWS RDS PostgreSQL Instances with Terraform](https://www.hashicorp.com/resources/terraform-what-instacart-learned-managing-over-50-aws-rds-postgresql-instances) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [Dzone: how to deploy apps effortlessly with **packer and terraform**](https://dzone.com/articles/how-to-deploy-apps-effortlessly-with-packer-and-te) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [stories.schubergphilis.com: (Terraform) AWS management using your Google' account](https://stories.schubergphilis.com/terraform-aws-management-using-your-google-account-cfe5ea70c75) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: How to Provision AWS Infrastructure with Terraform? 🌟](https://medium.com/faun/provisioning-aws-infrastructure-with-terraform-6ab885fb3fcb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform AWS Provider Continues to Expand Coverage](https://www.hashicorp.com/blog/terraform-aws-provider-continues-to-expand-coverage) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [betterprogramming.pub: Terraform Setup for Using AWS Lambda With S3](https://betterprogramming.pub/terraform-setup-for-using-aws-lambda-with-s3-2b8ba286b6d7) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [haque-zubair.medium.com: AWS API Gateway & Lambda with Terraform](https://haque-zubair.medium.com/aws-lambda-api-gateway-with-terraform-bd143b1c56bb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@abhimanyubajaj98: Deploying Kubernetes from Scratch with Terraform:' A Step-by-Step Guide](https://medium.com/@abhimanyubajaj98/deploying-kubernetes-from-scratch-with-terraform-a-step-by-step-guide-7d628910efd0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [aws.plainenglish.io: Building AWS Infrastructure with Terraform Modules](https://aws.plainenglish.io/building-aws-infrastructure-with-terraform-modules-2cee480be24d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [khainas.dev: Create SSH tunnel in AWS with Terraform](https://khainas.dev/create-ssh-tunnel-in-aws-with-terraform-62d1f6968e5d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Configuring a Highly Available Infrastructure in AWS using Terraform](https://faun.pub/configuring-a-highly-available-infrastructure-in-aws-using-terraform-2fc9dbb519b6) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [towardsaws.com: Terraform Basics: Creating Custom AWS VPC, Subnets, and' Route Tables](https://towardsaws.com/terraform-basics-creating-custom-aws-vpc-subnets-and-route-tables-4e7075135e99) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@anatoliydadashev: Terraform & AWS decoupled architecture](https://medium.com/@anatoliydadashev/terraform-aws-decoupled-architecture-9135df865310) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [towardsaws.com: Creating a Bastion Host for Secure Access to Your AWS' Infrastructure with Terraform](https://towardsaws.com/creating-a-bastion-host-for-secure-access-to-your-aws-infrastructure-with-terraform-17ee287bb3d) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/aws-infrastructure: Create AWS VPC Infrastructure with Terraform](https://medium.com/aws-infrastructure/create-aws-vpc-infrastructure-with-terraform-308afed9fe31) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [aws.plainenglish.io: Terraform Hands-on Project](https://aws.plainenglish.io/terraform-hands-on-project-d2105bbc0c62) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/cloud-native-daily: How to Securely Manage Terraform State File' in AWS Using Terraform](https://medium.com/cloud-native-daily/how-to-securely-manage-terraform-state-file-in-aws-using-terraform-7c20b211c9cb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@rizkiprass: Beginner Terraform Tutorial: Launching EC2 in AWS' using Terraform](https://medium.com/@rizkiprass/beginner-terraform-tutorial-launching-ec2-in-aws-using-terraform-73f6d99e6233) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [devxblog.hashnode.dev: Terraform with AWS](https://devxblog.hashnode.dev/terraform-with-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.devops.dev: How to create an AWS sandbox account using terraform](https://blog.devops.dev/how-to-create-an-aws-sandbox-account-using-terraform-c3592a6d8abd) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [towardsaws.com: Automating Static Website Deployment: A Guide to CI/CD with' AWS and Terraform](https://towardsaws.com/automating-static-website-deployment-a-guide-to-ci-cd-with-aws-and-terraform-bb6fcbae5667) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform AWS Cloud Control API provider now generally available](https://www.hashicorp.com/blog/terraform-aws-cloud-control-api-provider-now-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [sebinxavi.medium.com: EKS cluster deployment using Terraform](https://sebinxavi.medium.com/eks-cluster-deployment-using-terraform-685c89b14f72) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Building an EKS Fargate cluster with Terraform](https://faun.pub/building-an-eks-fargate-cluster-with-terraform-9736813e1196) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/devgurus: Building production grade EKS clusters using Terraform](https://medium.com/devgurus/building-production-grade-eks-clusters-using-terraform-df016d239a54) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/devops-mojo: Terraform β€” Provision Amazon EKS Cluster using Terraform](https://medium.com/devops-mojo/terraform-provision-amazon-eks-cluster-using-terraform-deploy-create-aws-eks-kubernetes-cluster-tf-4134ab22c594) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Amazon EKS with Terraform and GitOps in minutes](https://faun.pub/aws-eks-with-terraform-and-gitops-in-minutes-b3ca33171209) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [awstip.com: Streamlining AWS EKS Cluster Volume Management with Helm and' Terraform: EBS CSI Driver + Self-Managed AddOn Option](https://awstip.com/streamlining-aws-eks-cluster-volume-management-with-helm-and-terraform-ebs-csi-driver-78e1d51532ee) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@ernestkwashie3: Provisioning Amazon Elastic Kubernetes Service' (EKS) Cluster using Terraform](https://medium.com/@ernestkwashie3/provisioning-amazon-elastic-kubernetes-service-eks-cluster-using-terraform-5e07f1f0dc32) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@vajrapuvinod: Mastering Ingress Context Path Based Routing in' AWS EKS using AWS Load Balancer Controller through Terraform](https://medium.com/@vajrapuvinod/mastering-ingress-context-path-based-routing-in-aws-eks-using-terraform-0db2bbbae474) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing Terraform AWS Cloud Control Provider Tech Preview](https://www.hashicorp.com/blog/announcing-terraform-aws-cloud-control-provider-tech-preview) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Using the Terraform AWS Cloud Control Provider](https://www.hashicorp.com/resources/using-the-terraform-aws-cloud-control-provider) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Using Terraform with Azure β€” the right way](https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Configuring Azure Application Gateway with Consul-Terraform-Sync](https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul-terraform-sync) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Building a secure Azure reference architecture with Terraform](https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault](https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [awstip.com: Deploying Azure Infrastructure with Terraform](https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [faun.pub: Azure DevOps: Deploying Azure Resources using Terraform](https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c6aa0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [ibrahims.medium.com: Azure Terraform Pipeline β€” DevOps](https://ibrahims.medium.com/azure-terraform-pipeline-devops-b57005a37936) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@antoine.loizeau: Add a switch to simplify Terraform debugging](https://medium.com/@antoine.loizeau/add-a-switch-to-simplify-terraform-debugging-2d532eb889eb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Announcing Azure Stack Hub Provider 1.0](https://www.hashicorp.com/blog/announcing-azure-stack-hub-provider-1-0) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@mariusz_kujawski: Terraform for a Data Engineer](https://medium.com/@mariusz_kujawski/terraform-for-a-data-engineer-553f7538fec8) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Build a Quick AKS Cluster the Easy Way with Terraform Cloud' 🌟](https://www.hashicorp.com/blog/build-a-quick-aks-cluster-the-easy-way-with-terraform-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@piyush.sachdeva055: Deploy AKS Cluster in Azure With Terraform](https://medium.com/@piyush.sachdeva055/deploy-aks-cluster-in-azure-with-terraform-2028f6c71ada) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [linode.com: Terraforming Kubernetes Series Introduction](https://www.linode.com/content/terraforming-kubernetes-series-introduction-episode-1-6-with-justin-mitchel) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@eoneoff: Installing Istio multicluster deployment with Terraform](https://medium.com/@eoneoff/installing-istio-multicluster-deployment-with-terraform-59db2f9b2177) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: From AWS CloudFormation to Terraform: Migrating Apache Kafka](https://medium.com/riskified-technology/from-aws-cloudformation-to-terraform-migrating-apache-kafka-32bdabdbaa59) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [qainsights.com: Deploy JMeter on AWS using Terraform](https://qainsights.com/deploy-jmeter-on-aws-using-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: GKE Cluster Setup with CDK for Terraform](https://www.hashicorp.com/blog/gke-cluster-setup-with-cdk-for-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: CDK for Terraform Is Now Generally Available](https://www.hashicorp.com/blog/cdk-for-terraform-now-generally-available) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.devops.dev: Terraform Modules](https://blog.devops.dev/terraform-modules-db392bb7e950) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.devops.dev: How to manage multiple environments with terraform with' the use of modules?](https://blog.devops.dev/how-to-manage-multiple-environments-with-terraform-with-the-use-of-modules-d4ca512d7b4a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [betterprogramming.pub: Reusable EC2 Instances Using Terraform Modules](https://betterprogramming.pub/reusable-ec2-instances-using-terraform-modules-59aac51f1fb) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform 1.8 provider functions for AWS, Google Cloud, and' Kubernetes](https://www.hashicorp.com/blog/terraform-1-8-adds-provider-functions-for-aws-google-cloud-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform AWS Cloud Control Provider – Under the Hood](https://www.hashicorp.com/resources/terraform-aws-cloud-control-provider-under-the-hood) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Terraform AzureRM 3.0 Brings Enhanced Azure Function Support](https://www.hashicorp.com/blog/terraform-azurerm-3-0-brings-enhanced-azure-function-support) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@nanditasahu031: Terraformer β€” Generate Terraform Files from' Existing Infrastructure](https://medium.com/@nanditasahu031/terraformer-generate-terraform-files-from-existing-infrastructure-5d709fedd2b9) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Rover - Terraform Visualizer](https://www.hashicorp.com/resources/terraform-plan-interactive-configuration-and-state-visualization-with-rover) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [cncf.io: Introducing Opta: Terraform on Rails](https://www.cncf.io/blog/2022/02/18/introducing-opta-terraform-on-rails) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [blog.mineiros.io: Introducing Terramate β€” An Orchestrator and Code Generator' for Terraform](https://blog.mineiros.io/introducing-terramate-an-orchestrator-and-code-generator-for-terraform-5e538c9ee055) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [umeshtyagi829.medium.com: Secure Terrafrom IaC code using Checkov](https://umeshtyagi829.medium.com/secure-terrafrom-iac-code-using-checkov-4a3e1f097f92) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [hashicorp.com: Writing Terraform for unsupported resources 🌟](https://www.hashicorp.com/blog/writing-terraform-for-unsupported-resources) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium: Terragrunt cheat sheet](https://medium.com/geekculture/terragrunt-cheat-sheet-bedafbf9d61f) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/predictivehire: Why we should use Terraform and Terragrunt' to manage Kubernetes (with example code)](https://medium.com/predictivehire/why-we-should-use-terraform-and-terragrunt-to-manage-kubernetes-with-example-code-d96aac2ff25a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/@nanditasahu031: How to Start with Terragrunt 🌟](https://medium.com/@nanditasahu031/how-to-start-with-terragrunt-5cd1a842088a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [medium.com/bb-tutorials-and-thoughts: 250 Practice Questions For Terraform' Associate Certification](https://medium.com/bb-tutorials-and-thoughts/250-practice-questions-for-terraform-associate-certification-7a3ccebe6a1a) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [AutomatizaciΓ³n de aplicaciones Spring Boot con Terraform, Ansible y GitHub Actions](https://buff.ly/3sl0yYu) [COMMUNITY-TOOL] β€” *Go to [Section](./terraform.md)*
-  - [OpenShift 4 documentation 🌟](https://access.redhat.com/documentation/en-us/openshift_container_platform) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [OpenShift 4 β€œunder-the-hood” 🌟](https://medium.com/faun/openshift-4-under-the-hood-ab854c3439dd) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [dzone refcard: Getting Started With OpenShift 🌟](https://dzone.com/refcardz/getting-started-with-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [developers.redhat.com: Get started with OpenShift Service Registry](https://developers.redhat.com/articles/2021/10/11/get-started-openshift-service-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [michaelkotelnikov.medium.com: Managing Network Security Lifecycles in Multi' Cluster OpenShift Environments with OpenShift Platform Plus](https://michaelkotelnikov.medium.com/maintaining-network-traffic-compliance-in-multi-cluster-openshift-environments-with-openshift-54fe369aa346) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [medium.com/@shrishs: Application Backup and Restore using Openshift API' for Data Protection(OADP)](https://medium.com/@shrishs/application-backup-and-restore-using-openshift-api-for-data-protection-oadp-790d39ad96d4) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [developers.redhat.com: Improving CI/CD in Red Hat OpenShift 🌟](https://developers.redhat.com/articles/2021/09/06/improving-cicd-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Release Notes](https://docs.openshift.com/container-platform/4.4/release_notes/ocp-4-4-release-notes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [RHEL CoreOS](https://docs.openshift.com/container-platform/4.4/architecture/architecture-rhcos.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Adding Operators to a Cluster](https://docs.openshift.com/container-platform/4.4/operators/olm-adding-operators-to-cluster.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Router plug-ins in OCP3:](https://docs.openshift.com/container-platform/3.11/install_config/router/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [ServiceMesh](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.4/html-single/service_mesh/index) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html](https://docs.openshift.com/container-platform/4.4/logging/cluster-logging-deploying.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Custom image builds with Buildah](https://docs.openshift.com/container-platform/4.4/builds/custom-builds-buildah.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [learn.openshift.com](https://learn.openshift.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [medium.com/adessoturkey: Create a Windows VM in Kubernetes using KubeVirt](https://medium.com/adessoturkey/create-a-windows-vm-in-kubernetes-using-kubevirt-b5f54fb10ffd) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [docs.openshift.com: Understanding networking](https://docs.openshift.com/container-platform/4.4/networking/understanding-networking.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Understanding multiple networks](https://docs.openshift.com/container-platform/4.4/networking/multiple_networks/understanding-multiple-networks.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Istio CNI plug-in 🌟](https://docs.openshift.com/container-platform/4.4/service_mesh/service_mesh_arch/ossm-vs-community.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Similarities and differences between OpenShift Kubernetes Engine and OpenShift Container Platform](https://docs.openshift.com/container-platform/4.4/welcome/oke_about.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [blog.openshift.com: openshift hive cluster as a service](https://blog.openshift.comopenshift-hive-cluster-as-a-service) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Create an OpenShift 4.2 Private Cluster in AWS 🌟](https://access.redhat.com/solutions/4363731) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [medium: Guide OKD 4.5 Single Node Cluster](https://medium.com/swlh/guide-okd-4-5-single-node-cluster-832693cb752b) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [developers.redhat.com: Serverless Architecture](https://developers.redhat.com/topics/serverless-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [The supported method of using Helm charts with Openshift4 is via the Helm Operator](https://blog.openshift.combuild-kubernetes-operators-from-helm-charts-in-5-steps) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [blog.openshift.com: Helm and Operators on OpenShift, Part 1](https://blog.openshift.comhelm-and-operators-on-openshift-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [blog.openshift.com: Helm and Operators on OpenShift, Part 2](https://blog.openshift.comhelm-and-operators-on-openshift-part-2) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [medium: Using Kubernetes Operators to Manage the Lifecycle of AI Applications](https://medium.com/@bherta/using-kubernetes-operators-to-manage-the-lifecycle-of-ai-applications-5682c3b372b3) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [medium: Securing Containers with Red Hat Quay and Clair β€” Part I](https://medium.com/opstalk/securing-containers-with-red-hat-quay-and-clair-part-i-bcec8d170536) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [Red Hat Application Migration Toolkit](https://developers.redhat.com/products/mta/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp4.md)*
-  - [developers.redhat.com: **Red Hat Container Development Kit**](https://developers.redhat.com/products/cdk/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [dzone: OpenShift Egress Options](https://dzone.com/articles/openshift-egress-options) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [Red Hat Developer cheat sheets 🌟](https://developers.redhat.com/cheatsheets) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium: The DevOps Cheat Sheet](https://medium.com/dataseries/the-devops-cheat-sheet-3177d6cf361c) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [developers.redhat.com: Intermediate Linux Cheat Sheet](https://developers.redhat.com/cheat-sheets/intermediate-linux-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [bash.cyberciti.biz: Man command](https://bash.cyberciti.biz/guide/Man_command) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [wikipedia: Google Search](https://en.wikipedia.org/wiki/Google_Search) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [cloud-architect.fr: AZ-CheatSheet: Become an expert in Azure Landing Zones](https://www.cloud-architect.fr/2022/01/19/az-cheatsheet-become-an-expert-in-azure-landing-zones) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [Red Hat Developer eBooks 🌟](https://developers.redhat.com/ebooks) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [manifests.io 🌟](https://manifests.io) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [linuxacademy](https://linuxacademy.com/blog/containers/kubernetes-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [dzone: kubectl commands cheat sheet](https://dzone.com/articles/kubectl-commands-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [cheatsheet.dennyzhang.com: kubectl kubernetes free cheat sheet 🌟](https://cheatsheet.dennyzhang.com/cheatsheet-kubernetes-a4) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium: Awesome Kubernetes Command-Line Hacks](https://medium.com/better-programming/awesome-kubernetes-command-line-hacks-8bd3604e394f) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [akhilsharma.work: kubectl Get Resource - Short Names](https://akhilsharma.work/kubectl-get-resource-short-names) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [blog.mimacom.com: Kubernetes Cheat Sheet](https://blog.mimacom.com/kubernetes-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [betterprogramming.pub: Awesome Kubernetes Command-Line Hacks](https://betterprogramming.pub/awesome-kubernetes-command-line-hacks-8bd3604e394f) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [ithands-on.com: Kubernetes 101 : kubectl - communication with pods and containers' / running commands inside pods and containers](https://www.ithands-on.com/2021/05/kubernetes-101-kubectl-communication.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [betterprogramming.pub: Kubectl Commands All Beginners Must Know](https://betterprogramming.pub/kubectl-commands-all-beginners-must-know-e504349fcec9) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium.com/@devopsfolks8546: Kubectl Commands Cheat Sheet. List Of Kubernetes' Most Useful Commands](https://medium.com/@devopsfolks8546/1-pods-c3d1a9349ba0) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [faun.pub: Kubernetes Commands for Deployment and Management](https://faun.pub/kubernetes-commands-for-deployment-and-management-e10a74c95015) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [abhirajdevops.hashnode.dev: A Cheat Sheet of Essential Commands for Managing' and Debugging Your Kubernetes Cluster's Networking](https://abhirajdevops.hashnode.dev/a-cheat-sheet-of-essential-commands-for-managing-and-debugging-your-kubernetes-clusters-networking) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [developers.redhat.com: Containers Cheat Sheet](https://developers.redhat.com/promotions/docker-cheatsheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [betterprogramming.pub: A Beginners’ Cheat Sheet for Docker | Arjav Dave](https://betterprogramming.pub/a-beginners-cheat-sheet-for-docker-f5024fd6c17f) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [codingfriend.medium.com: Docker Swarm Cheatsheet (2017)](https://codingfriend.medium.com/docker-swarm-cheatsheet-22665e3278b1) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [zeroturnaround.com: Git cheat sheet 🌟](https://www.jrebel.com/blog/git-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [The awesome git cheat sheet](https://the-awesome-git-cheat-sheet.com) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [developers.redhat.com: Git cheat sheet](https://developers.redhat.com/cheat-sheetsgit) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [dzone.com: refcard - getting started with git](https://dzone.com/refcardz/getting-started-git) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [dzone: Top 35 Git Commands With Examples 🌟](https://dzone.com/articles/top-35-git-commands-with-examples-and-bonus) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [enlear.academy: 20 Git Commands Every Developer Should Know](https://enlear.academy/26-git-command-i-use-all-the-time-cheatsheet-6c5682ded2af) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [betterprogramming.pub: 8 Advanced Git Commands Universities Won’t Teach' You](https://betterprogramming.pub/8-advanced-git-commands-university-wont-teach-you-fe63b483d34b) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [Ansible Roles Explained | Cheat Sheet](https://linuxacademy.com/blog/red-hat/ansible-roles-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [dzone: Terraform Cheat Sheet](https://dzone.com/articles/terraform-cli-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [thedevopsblog.co.uk: Terraform Cheat Sheet](https://thedevopsblog.co.uk/terraform-cli-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [hashicorp.com: Using Template Files with HashiCorp Packer](https://www.hashicorp.com/blog/using-template-files-with-hashicorp-packer) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [praveendandu24.medium.com: Mastering Terraform: Top 20 Essential Commands' with Examples for Beginners](https://praveendandu24.medium.com/mastering-terraform-top-20-essential-commands-with-examples-for-beginners-1029852b419) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [cyberciti.biz: Linux ip Command Examples](https://www.cyberciti.biz/faq/linux-ip-command-examples-usage-syntax) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [ssh cheat sheet](https://cheatsheet.dennyzhang.com/cheatsheet-ssh-a4) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [openshift.tips](https://openshift.tips) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [faun.pub: Helm Command Cheat Sheet | By M. Sharma](https://faun.pub/helm-command-cheat-sheet-by-m-sharma-488706ecf131) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [jrebel.com/blog/maven-cheat-sheet](https://www.jrebel.com/blog/maven-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium 1](https://medium.com/@TimvanBaarsen/maven-cheat-sheet-45942d8c0b86) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [polyglotdeveloper.com: Gradle Cheat Sheet](https://www.polyglotdeveloper.com/cheatsheet/2015-01-08-Gradle-cheatsheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [mingliang.me: Gradle Cheat Sheet](https://mingliang.me/blog/gradle-cheatsheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [medium: Jenkins Cheat Sheet](https://medium.com/edureka/jenkins-cheat-sheet-e0f7e25558a3) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [balajisblog.com: Cheatsheet for Bitbucket Pipelines](https://balajisblog.com/cheatsheet-for-bitbucket-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [Dzone Refcard: Getting Started with Apache JMeter](https://dzone.com/refcardz/getting-started-with-apache-jmeter?chapter=1) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [Groovy Templates Cheat Sheet for JMeter](https://dzone.com/articles/the-groovy-templates-cheat-sheet-for-jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [betterprogramming.pub: 15 Kafka CLI Commands For Everyday Programming](https://betterprogramming.pub/kafka-cli-commands-1a135a4ae1bd) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [levelup.gitconnected.com: NestJS: Microservices with gRPC, API Gateway,' and Authentication β€” Part 1/2](https://levelup.gitconnected.com/nestjs-microservices-with-grpc-api-gateway-and-authentication-part-1-2-650009c03686) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [sqltutorial.org: SQL Cheat Sheet](https://www.sqltutorial.org/sql-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [python.plainenglish.io: The Ultimate Python Cheat Sheet | Muhammad Umair](https://python.plainenglish.io/ultimate-python-cheat-sheet-f2930e08669c) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [simplecheatsheet.com/tag/golang-cheat-sheet](https://simplecheatsheet.com/tag/golang-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [dzone: Scrum refcard](https://dzone.com/refcardz/scrum) [COMMUNITY-TOOL] β€” *Go to [Section](./cheatsheets.md)*
-  - [OpenShift 3.11: Configuring the cluster auto-scaler in AWS](https://docs.openshift.com/container-platform/3.11/admin_guide/cluster-autoscaler.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [OpenShift 4.4: Applying autoscaling to an OpenShift Container Platform cluster](https://docs.openshift.com/container-platform/4.4/machine_management/applying-autoscaling.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [Wikipedia.org: OpenShift](https://en.wikipedia.org/wiki/OpenShift) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com 🌟](https://docs.openshift.com) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [reddit.com/r/openshift](https://www.reddit.com/r/openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [reddit.com/r/redhat](https://www.reddit.com/r/redhat) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [OpenShift.io](https://openshift.io) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [openshift-ireland.com](https://openshift-ireland.com) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [I’m So Sorry OpenShift, I’ve Taken You for Granted 🌟](https://medium.com/swlh/im-so-sorry-openshift-i-ve-taken-you-for-granted-f36fb47ea4d9) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com: Enabling tab completion](https://docs.openshift.com/container-platform/4.4/cli_reference/openshift_cli/configuring-cli.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [medium: How to enable OpenShift oc bash auto completion](https://medium.com/@ismailyenigul/how-to-enable-openshift-oc-bash-auto-completion-958b80e56e17) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [udemy.com: Red Hat OpenShift With Jenkins: DevOps For Beginners](https://www.udemy.com/red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [udemy.com: OpenShift Enterprise v3.2 Installation and Configuration](https://www.udemy.com/openshift-enterprise-installation-and-configuration/learn/v4/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [udemy.com: Ultimate Openshift (2018) Bootcamp by School of Devops 🌟](https://www.udemy.com/ultimate-openshift-bootcamp-by-school-of-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [Udemy: OpenShift 4 desde cero 🌟](https://www.udemy.com/course/openshift-4-desde-cero) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [reddit](https://www.reddit.com/r/openshift/comments/e1kw48/openshift_42_vsphere_install) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com: OpenShift 3 Overview](https://docs.openshift.com/container-platform/3.11/architecture/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com: OpenShift 3 Securing the Container Platform](https://docs.openshift.com/container-platform/3.11/security/securing_container_platform.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [ocs.openshift.com: OpenShift 4 Understanding Authentication](https://docs.openshift.com/container-platform/4.4/authentication/understanding-authentication.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com: Managing Security Context Constraints](https://docs.openshift.com/container-platform/3.11/admin_guide/manage_scc.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [docs.openshift.com: Managing Security Context Constraints. Security Context' Constraints](https://docs.openshift.com/container-platform/3.11/architecture/additional_concepts/authorization.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [ref3](https://dzone.com/articles/understanding-openshift-security-context-constrain) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [stackoverflow.com: Is that possible to deploy an openshift or kubernetes' in DMZ zone? 🌟](https://stackoverflow.com/questions/59518363/is-that-possible-to-deploy-an-openshift-or-kubernetes-in-dmz-zone) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [cloud.ibm.com: OpenShift Ingress](https://cloud.ibm.com/docs/openshift?topic=openshift-ingress) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [IBM Cloud Pak Playbook: cloudpak8s.io](https://cloudpak8s.io) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift.md)*
-  - [wiki.bash-hackers.org](https://wiki.bash-hackers.org) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [zeef.com: e-learning](https://e-learning.zeef.com/tracy.parish) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [Udemy.com](https://www.udemy.com) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [Udacity.com](https://eu.udacity.com) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [guru99.com](https://www.guru99.com) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [harvard.edu: CS50: Introduction to Computer Science (free)](https://pll.harvard.edu/course/cs50-introduction-computer-science) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [medium.com/javarevisited: 11 Best Java Microservices Courses with Spring' Boot and Spring Cloud in 2022](https://medium.com/javarevisited/10-best-java-microservices-courses-with-spring-boot-and-spring-cloud-6d04556bdfed) [COMMUNITY-TOOL] β€” *Go to [Section](./elearning.md)*
-  - [medium: What a typical 100% Serverless Architecture looks like in AWS!](https://medium.com/serverless-transformation/what-a-typical-100-serverless-architecture-looks-like-in-aws-40f252cd0ecb) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [dzone: Implementing Serverless Microservices Architecture on AWS](https://dzone.com/articles/implementing-serverless-microservices-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [vimal-dwarampudi.medium.com: Serverless Architecture design on major clouds](https://vimal-dwarampudi.medium.com/serverless-architecture-design-on-major-clouds-8c53c2aa62d2) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [dzone: When to Use Serverless, and When to Use Kubernetes 🌟](https://dzone.com/articles/when-to-use-serverless-when-to-use-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [jeromevdl.medium.com: When to use a Lambda function, and when not? 🌟](https://jeromevdl.medium.com/when-to-use-a-lambda-function-and-when-not-9a225e6dd2dd) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [dzone: When to Use Logic Apps and Azure Functions](https://dzone.com/articles/when-to-use-logic-apps-and-azure-functions) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [medium.com/@marinradjenovic: Why do you still need to think of scalability' when architecting Serverless apps?](https://medium.com/@marinradjenovic/why-do-you-still-need-to-think-of-scalability-when-architecting-serverless-apps-a2e1f14e3eca) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [betterprogramming.pub: Going Serverless? Governance Is Everything](https://betterprogramming.pub/going-serverless-governance-is-everything-c70589c9cee9) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [oliverjumpertz.medium.com: Serverless vs. Kubernetes](https://oliverjumpertz.medium.com/serverless-vs-kubernetes-58b0b387dc98) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [wikipedia: FaaS Function as a Service](https://en.wikipedia.org/wiki/Function_as_a_service) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [fauna.com: How does FaaS compare to PaaS and CaaS. A Comparison of Serverless' Function (FaaS) Providers](https://fauna.com/blog/comparison-faas-providers) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [magalix.com: Implementing FaaS in Kubernetes Using Kubeless](https://www.magalix.com/blog/implementing-faas-in-kubernetes-using-kubeless) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [kubeless.io](https://kubeless.io) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [medium.com: Serverless - Build a Serverless Simple Flask Application with' Kubeless on top of Kubernetes](https://medium.com/@peiruwang/serverless-build-a-serverless-simple-flask-application-with-kubeless-on-top-of-kubernetes-95c6682c3750) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [headleysj.medium.com: Building event-driven systems at scale in Kubernetes' with Dapr β€” Part II: How does Dapr work?](https://headleysj.medium.com/building-event-driven-systems-at-scale-in-kubernetes-with-dapr-part-2-how-does-dapr-work-732ba7a0d652) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [TriggerMesh](https://www.triggermesh.com) [COMMUNITY-TOOL] β€” *Go to [Section](./serverless.md)*
-  - [cloudflare.com: What Is Edge Computing?](https://www.cloudflare.com/learning/serverless/glossary/what-is-edge-computing) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - [cncf.io: Hosted Edge vs Cloud: the battle for latency and security 🌟](https://www.cncf.io/blog/2021/12/08/hosted-edge-vs-cloud-the-battle-for-latency-and-security) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - [betterprogramming.pub: I Worked at Microsoft Cloud and Google Mobile for' 3 Years β€” Here Are the Differences in Ecosystems](https://betterprogramming.pub/why-working-on-cloud-vs-mobile-edge-is-so-different-e32930f1c801) [COMMUNITY-TOOL] β€” *Go to [Section](./edge-computing.md)*
-  - [baeldung.com: Using Swagger (OpenAPI) for a Spring REST API With Kotlin](https://www.baeldung.com/kotlin/swagger-spring-rest-api) [COMMUNITY-TOOL] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - [reddit.com/r/jenkinsci](https://www.reddit.com/r/jenkinsci) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone: getting started with jenkins the ultimate guide](https://dzone.com/articles/getting-started-with-jenkins-the-ultimate-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone: jenkins in a nutshell](https://dzone.com/articles/jenkins-in-a-nutshell) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone refcard: Jenkins on PaaS](https://dzone.com/refcardz/jenkins-paas) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: Deploy your App Using CI/CD Pipeline](https://medium.com/wind-of-change/creating-a-ci-cd-pipeline-6ff9aeb0848c) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: CI/CD Pipeline of Jenkins Using Groovy Language With Monitoring' on the Top of Kubernetes 🌟](https://medium.com/swlh/ci-cd-pipeline-of-jenkins-using-groovy-language-with-monitoring-on-the-top-of-kubernetes-b37f962fb0ac) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Cross account ECR push with Jenkins](https://devopsformula.hashnode.dev/cross-account-ecr-push-with-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone.com: Easily Automate Your CI/CD Pipeline With Jenkins, Helm, and Kubernetes' 🌟](https://dzone.com/articles/easily-automate-your-cicd-pipeline-with-jenkins-he) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Building Pipeline and Launching Jenkins in Container](https://medium.com/@rishabh1799/building-pipeline-and-launching-jenkins-in-container-d4faf39de173) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [betsol.com: DevOps Using Jenkins, Docker, and Kubernetes](https://www.betsol.com/blog/devops-using-jenkins-docker-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Setup Chained Jenkins Declarative Pipeline Projects with Triggers 🌟](https://medium.com/@rosaniline/setup-chained-jenkins-declarative-pipeline-projects-with-triggers-d3d04f1daf75) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: CI/CD with Dockers and Jenkins](https://medium.com/avmconsulting-blog/ci-cd-with-dockers-and-jenkins-70b6f801f9f7) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [blog.executeautomation.com: Running Jenkins Build Agent within Docker container' – Part A](https://blog.executeautomation.com/running-jenkins-build-agent-within-docker-container-part-a) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: Dynamic and reactive parameterization in Jenkins pipelines using' HTML, Groovy, and Bash 🌟](https://medium.com/globant/dynamic-and-reactive-parameterization-in-jenkins-pipelines-using-html-groovy-and-bash-27b031fcd69b) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: Integrate BitBucket & Jenkins](https://medium.com/ampersand-academy/integrate-bitbucket-jenkins-c6e51103d0fe) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone: Parameterize Jenkinsfile in MultiBranch Jobs 🌟](https://dzone.com/articles/parameterize-jenkinsfile-in-multibranch-jobs) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [inder-devops.medium.com: CI/CD setup in just 5 mins with basic yaml configuration](https://inder-devops.medium.com/ci-cd-setup-in-just-5-mins-with-basic-yaml-configuration-95b8e894a110) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [blog.searce.com: Jenkins Distributed Cluster Using Dynamic Build Agents' On GKE](https://blog.searce.com/jenkins-distributed-cluster-using-dynamic-build-agents-on-gke-e2262a59dcb3) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium.com/ni-tech-talk: Creating Customized Kubernetes Pod Templates using' Groovy in Jenkins Pipeline 🌟](https://medium.com/ni-tech-talk/creating-customized-kubernetes-pod-templates-using-groovy-in-jenkins-pipeline-7007f023a585) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [palak-bhawsar.hashnode.dev: Automated CI/CD pipeline for Java Project](https://palak-bhawsar.hashnode.dev/automated-cicd-pipeline-for-java-project) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [faun.pub: Set up Jenkins on a Kubernetes Cluster](https://faun.pub/set-up-jenkins-on-a-kubernetes-cluster-2b982c840ebe) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [blog.devops.dev: Blue-Green Deployment (CI/CD) Pipelines with Docker, GitHub,' Jenkins and SonarQube](https://blog.devops.dev/blue-green-deployment-ci-cd-pipelines-with-docker-github-and-jenkins-6a262b2994c6) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone.com: Continuous Integration in AWS Using Jenkins Pipelines: Best Practices' and Strategies](https://dzone.com/articles/continuous-integration-in-aws-using-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [praveendandu24.medium.com: Understanding the Differences Between Jenkins' Scripted and Declarative Pipeline: A Comprehensive Guide with Real-World Examples](https://praveendandu24.medium.com/understanding-the-differences-between-jenkins-scripted-and-declarative-pipeline-a-comprehensive-960826e26c2) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [prabirmahatha.hashnode.dev: Jenkins Declarative Pipeline with Docker](https://prabirmahatha.hashnode.dev/jenkins-declarative-pipeline-with-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [blog.devops.dev: Deploying Helm Charts with Jenkins and Groovy: A Comprehensive' Guide](https://blog.devops.dev/deploying-helm-charts-with-jenkins-and-groovy-a-comprehensive-guide-c2aa0f2bd424) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [aws.plainenglish.io: Deploying AWS Resources and a Jenkins Server with Terraform](https://aws.plainenglish.io/deploying-aws-resources-and-a-jenkins-server-with-terraform-297bad905459) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [aws.plainenglish.io: Terraform: How To Deploy Jenkins CI/CD Pipelines Using' Terraform](https://aws.plainenglish.io/terraform-how-to-deploy-jenkins-ci-cd-pipelines-using-terraform-9ffc086dcd56) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jenkinsistheway.io: Jenkins Is The Way 🌟](https://jenkinsistheway.io) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jenkinsistheway.io: Financial Transactions Simplified With Faster Build' Cycles 🌟](https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-fintech-excellence) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jenkinsistheway.io: Advanced Declarative Pipelines for Workflow and Decision' Automation Platform 🌟](https://jenkinsistheway.io/user-story/to-build-ci-cd-that-fits-advanced-and-unique-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jenkinsistheway.io: Alert Management](https://jenkinsistheway.io/user-story/jenkins-is-the-way-to-improve-solution-development) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jenkinsistheway.io: Jenkins is the way to DevSecOps. Cybersecurity CI/CD](https://jenkinsistheway.io/user-story/to-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [cd.foundation: Going Cloud Native with Jenkins Kubernetes Operator](https://cd.foundation/blog/2021/09/02/going-cloud-native-with-jenkins-kubernetes-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Wikipedia.org: Groovy](https://en.wikipedia.org/wiki/Apache_Groovy) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone refcard: Groovy, a Rapid-Development JVM Language](https://dzone.com/refcardz/groovy) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone: Groovy Goodness: Using The Call Operator](https://dzone.com/articles/groovy-goodness-using-the-call-operator) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [It’s time! Migrating to Java 11 🌟](https://medium.com/criciumadev/its-time-migrating-to-java-11-5eb3868354f9) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [udemy.com: Master Jenkins CI For DevOps and Developers](https://www.udemy.com/the-complete-jenkins-course-for-developers-and-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [udemy.com: Learn DevOps: CI/CD with Jenkins using Pipelines and Docker](https://www.udemy.com/learn-devops-ci-cd-with-jenkins-using-pipelines-and-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: Jenkins Jobs as Code with Groovy DSL (Job DSL plugin) 🌟](https://tech.gogoair.com/jenkins-jobs-as-code-with-groovy-dsl-c8143837593a) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone refcard: **Continuous Delivery with Jenkins Pipeline** 🌟](https://dzone.com/refcardz/continuous-delivery-with-jenkins-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [DZone refcard: declarative pipeline with jenkins 🌟](https://dzone.com/refcardz/declarative-pipeline-with-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [magalix.com: Create a CI/CD pipeline with Kubernetes and Jenkins (Ansible,' Docker, Golang App) 🌟](https://www.magalix.com/blog/create-a-ci/cd-pipeline-with-kubernetes-and-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [dzone: learn how to setup a cicd pipeline from scratch 🌟](https://dzone.com/articles/learn-how-to-setup-a-cicd-pipeline-from-scratch) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: jenkins cicd getting started with groovy and docker](https://medium.com/@fvtool/jenkins-cicd-getting-started-with-groovy-and-docker-containers-part-2-b03a1b934a49) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone: Top 10 Best Practices for Jenkins Pipeline](https://dzone.com/articles/top-10-best-practices-for-jenkins-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [cuelogic.com: Decoding Pipeline as Code (With Jenkins) 🌟](https://www.cuelogic.com/blog/pipeline-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [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€” *Go to [Section](./jenkins.md)*
-  - [jjba.dev: Jenkins Shared Library with Unit tests](https://jjba.dev/posts/jenkins-shared-library) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone: Running Jenkins Server With Configuration-as-Code 🌟](https://dzone.com/articles/running-jenkins-server-with-configuration-as-code) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [cloudbees.com: CloudBees Core Configuration as Code](https://www.previous.cloudbees.com/blog/cloudbees-core-configuration-code-preview) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [iceburn.medium.com: Jenkins Configuration As Code](https://iceburn.medium.com/jenkins-configuration-as-code-afd9031a42c9) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [docs.openstack.org: Jenkins Job Builder](https://docs.openstack.org/infra/jenkins-job-builder/index.html) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [faun.pub: Automate Jenkins Pipelines management with Jenkins Job Builder' 🌟](https://faun.pub/automate-jenkins-pipelines-management-6e771b5890f) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [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€” *Go to [Section](./jenkins.md)*
-  - [7 Ways to Optimize Jenkins](https://www.sitepoint.com/7-ways-optimize-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Dzone: Running Ansible Playbooks From Jenkins](https://dzone.com/articles/running-ansible-playbooks-from-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [Build CI/CD Multibranch Pipeline with Jenkins and Kubernetes 🌟](https://medium.com/@peiruwang/build-ci-cd-multibranch-pipeline-with-jenkins-and-kubernetes-637de560d55a) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [blazemeter.com: Top Jenkins Plugins You Can’t Miss in 2018](https://www.blazemeter.com/blog/top-jenkins-plugins-you-cant-miss-in-2018) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [jrebel.com: Top 10 Jenkins Plugins and Features (2014)](https://www.jrebel.com/blog/top-10-jenkins-plugins-and-features) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: ECS Jenkins Plugin to create ephemeral Slaves in Fargate](https://medium.com/@jportasa/ecs-jenkins-plugin-to-create-ephemeral-slaves-in-fargate-8cb80b46fb75) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [cd.foundation: Bringing Blue Ocean into the future of Jenkins](https://cd.foundation/blog/2021/09/02/bringing-blue-ocean-into-the-future-of-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [medium: prometheus and grafana dashboard](https://medium.com/@gangsta_black/grafana-cool-dashboard-for-monitoring-jenkins-with-prometheus-c7ba4f1c6297) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [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€” *Go to [Section](./jenkins.md)*
-  - [medium: quickstart ci with jenkins and docker in docker](https://medium.com/swlh/quickstart-ci-with-jenkins-and-docker-in-docker-c3f7174ee9ff) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [CloudBees Releases Another Industry First: Feature Flagging for On-Premise' Use 🌟](https://www.previous.cloudbees.com/press/cloudbees-releases-another-industry-first-feature-flagging-premise-use) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins.md)*
-  - [DevOps Toolbox: Jenkins, Ansible, Chef, Puppet, Vagrant, & SaltStack](https://hostadvice.com/blog/devops-toolbox-jenkins-ansible-chef-puppet-vagrant-saltstack) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [GitLab Collective](https://stackoverflow.com/collectives/gitlab) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [reddit.com/r/maven](https://www.reddit.com/r/maven) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/gradle](https://www.reddit.com/r/gradle) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/azuredevops](https://www.reddit.com/r/azuredevops) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/QualityAssurance](https://www.reddit.com/r/QualityAssurance) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/jmeter](https://www.reddit.com/r/jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/aws](https://www.reddit.com/r/aws) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/AZURE](https://www.reddit.com/r/AZURE) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/googlecloud](https://www.reddit.com/r/googlecloud) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/digitalocean](https://www.reddit.com/r/digitalocean) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/digital_ocean](https://www.reddit.com/r/digital_ocean) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/cloudcomputing](https://www.reddit.com/r/cloudcomputing) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/haproxy](https://www.reddit.com/r/haproxy) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/Traefik](https://www.reddit.com/r/Traefik) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/istio](https://www.reddit.com/r/istio) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/Terraform](https://www.reddit.com/r/Terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/ansible](https://www.reddit.com/r/ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/postgres](https://www.reddit.com/r/postgres) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/git](https://www.reddit.com/r/git) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/java](https://www.reddit.com/r/java) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/python](https://www.reddit.com/r/Python) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [reddit.com/r/bashonubuntuonwindows](https://www.reddit.com/r/bashonubuntuonwindows) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [crunchbase.com](https://www.crunchbase.com/organization/openshift/timeline/timeline) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [Stack Overflow Collectives 🌟](https://stackoverflow.com/collectives) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [Go Collective](https://stackoverflow.com/collectives/go) [COMMUNITY-TOOL] β€” *Go to [Section](./newsfeeds.md)*
-  - [kubezilla.com: Kubetools – Curated List of Kubernetes Tools](https://kubezilla.com/tools) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [Awesome WSL](https://awesomeopensource.com/project/sirredbeard/Awesome-WSL) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [awesomeopensource.com: The Top 110 Cidr Open Source Projects on Github 🌟](https://awesomeopensource.com/projects/cidr) [COMMUNITY-TOOL] β€” *Go to [Section](./other-awesome-lists.md)*
-  - [About WebSphere Liberty](https://developer.ibm.com/wasdev/websphere-liberty) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [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€” *Go to [Section](./faq.md)*
-  - [wikipedia: Java Enterprise Edition (Java EE)](https://en.wikipedia.org/wiki/Java_Platform,_Enterprise_Edition) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@javachampions : Java is still free](https://medium.com/@javachampions/java-is-still-free-2-0-0-6b9aa8d6d244) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Java Creator James Gosling Interview](https://dzone.com/articles/java-creator-james-gosling-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Choosing Library To Build Rest API in Java](https://dzone.com/articles/building-rest-api-in-java) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/javarevisited: Top 5 Frameworks Java developers can learn for' Microservices Development in 2022](https://medium.com/javarevisited/top-5-frameworks-java-developers-can-learn-for-microservices-development-in-2022-848da66d6651) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/@aritra.chatterjee_: Hexagonal architecture in java](https://medium.com/@aritra.chatterjee_/hexagonal-architecture-in-java-7ac8f4bea753) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [betterprogramming.pub: Learn SOLID Design Principles in Java by Coding It](https://betterprogramming.pub/learn-solid-design-principles-in-java-by-coding-it-dcbf64a17b53) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/javarevisited: Do you know about the different microservices' frameworks for Java? 🌟](https://medium.com/javarevisited/do-you-know-about-the-different-microservices-frameworks-for-java-90b61f8cdbd7) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [IBM JDK](https://developer.ibm.com/javasdk) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [Eclipse MicroProfile: 5 Things You Need to Know 🌟](https://medium.com/@alextheedom/eclipse-microprofile-5-things-you-need-to-know-e7a0bc9a3fb6) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium: Multi-Tenancy Implementation using Spring Boot + Hibernate 🌟](https://medium.com/swlh/multi-tenancy-implementation-using-spring-boot-hibernate-6a8e3ecb251a) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [stackoverflow.com: How to map a MySQL JSON column to a Java entity property' using JPA and Hibernate](https://stackoverflow.com/questions/44308167/how-to-map-a-mysql-json-column-to-a-java-entity-property-using-jpa-and-hibernate) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [stackoverflow.com: What are the differences between the different saving' methods in Hibernate?](https://stackoverflow.com/questions/161224/what-are-the-differences-between-the-different-saving-methods-in-hibernate/54907032?stw=2) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [Spring Framework Architecture 🌟](https://www.javacodegeeks.com/2019/02/spring-framework-architecture.html) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com: Top 10 Courses to Learn Microservices in Java and Spring Framework](https://medium.com/javarevisited/top-5-courses-to-learn-microservices-in-java-and-spring-framework-e9fed1ba804d) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: How to Create Microservices Using Spring 🌟](https://dzone.com/articles/how-to-create-microservices-using-spring) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [odedia.org: Production Considerations for Spring on Kubernetes 🌟🌟🌟](https://odedia.org/production-considerations-for-spring-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: All About Spring Boot (Tutorials and Articles)](https://dzone.com/articles/spring-boot-framework-tutorials) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Deploying Spring Boot App to JBoss Wildfly](https://dzone.com/articles/deploying-spring-boot-app-to-jboss-wildfly) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [10 Free Spring Boot Courses and Tutorials for Java Developers](https://medium.com/javarevisited/10-free-spring-boot-tutorials-and-courses-for-java-developers-53dfe084587e) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: How To Run the Spring Boot Application as a Stand-Alone Java Application](https://dzone.com/articles/how-to-run-the-spring-boot-application-as-a-stand) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/shoutloudz: Microservice: Developing an Authentication Service' using Spring Boot](https://medium.com/shoutloudz/microservice-developing-an-authentication-service-using-spring-boot-d421b8802712) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/@hubian: 16 Best Practices in Spring Boot Production 🌟](https://medium.com/@hubian/16-best-practices-in-spring-boot-production-62c065a6145c) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [redhat.com: Spring Boot Microservices on Red Hat OpenShift Container Platform' 3 - Software Stack - Externalized Configuration](https://access.redhat.com/documentation/en-us/reference_architectures/2017/html-single/spring_boot_microservices_on_red_hat_openshift_container_platform_3/index) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Spring Cloud Config Server on Kubernetes (Part 1)](https://dzone.com/articles/spring-cloud-config-server-on-kubernetes-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [baeldung.com: Using Spring Cloud Config Without Git](https://www.baeldung.com/spring-cloud-config-without-git) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: quarkus refcard](https://dzone.com/refcardz/quarkus-1) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Build a Java REST API With Quarkus](https://dzone.com/articles/build-a-java-rest-api-with-quarkus) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: A Java developer's guide to Quarkus](https://dzone.com/articles/a-java-developers-guide-to-quarkus) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone refcard: Getting Started With Quarkus Serverless Functions](https://dzone.com/refcardz/getting-started-with-quarkus-serverless-functions) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [dzone: Microservices: Quarkus vs. Spring Boot](https://dzone.com/articles/microservices-quarkus-vs-spring-boot) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [medium.com/javarevisited: Logging in Java β€” Log4j vs Logback vs SLF4J' 🌟](https://medium.com/javarevisited/logging-in-java-log4j-vs-logback-vs-slf4j-88c533088d2a) [COMMUNITY-TOOL] β€” *Go to [Section](./java_frameworks.md)*
-  - [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€” *Go to [Section](./java_frameworks.md)*
-  - [OCP 4.2 - Jenkins image](https://docs.openshift.com/container-platform/4.2/openshift_images/using_images/images-other-jenkins-agent.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [Dzone: 4 ways to build applications in openshift](https://dzone.com/articles/4-ways-to-build-applications-in-openshift-1) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [Dzone: a quick guide to deploying java apps on openshift](https://dzone.com/articles/a-quick-guide-to-deploying-java-apps-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [Using **KubeFed** to deploy applications](https://blog.openshift.comusing-kubefed-to-deploy-applications-to-ocp3-and-ocp4-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [developers.redhat.com: odo Cheat Sheet](https://developers.redhat.com/cheat-sheets/odo-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [medium: Jenkins CICD Getting started with Groovy and Docker Containers β€”' Part 1](https://blog.isaack.io/articles/2016-08/Jenkins-CICD-Getting-Started-With-Groovy-Part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [medium - fabric8, please check out jenkins X instead](https://medium.com/@jstrachan/fabric8-please-check-out-jenkins-x-instead-8295a025173a) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [Dzone - Continuous Delivery with OpenShift and Jenkins: A/B Testing 🌟](https://dzone.com/articles/continuous-delivery-with-openshift-and-jenkins-ab) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [docs.openshift.com: OpenShift 3.11 Pipeline Builds with OpenShift Jenkins' Image and OpenShift DSL](https://docs.openshift.com/container-platform/3.11/dev_guide/dev_tutorials/openshift_pipeline.html) [COMMUNITY-TOOL] β€” *Go to [Section](./openshift-pipelines.md)*
-  - [Dzone: Part 2: Deploying Applications](https://dzone.com/articles/part-2-deploying-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [Dzone: 10 easy to use modules in ansible](https://dzone.com/articles/10-easy-to-use-modules-in-ansible-1) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [Dzone: Running Ansible at Scale](https://dzone.com/articles/running-ansible-at-scale) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [Udemy.com: Ansible Essentials: Simplicity in Automation (Free Tutorial)](https://www.udemy.com/ansible-essentials-simplicity-in-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [Deployment of Microservices in Cloud With Ansible](https://medium.com/avmconsulting-blog/deploying-microservices-via-ansible-in-cloud-platform-a03d46b7bd68) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [cyberciti.biz: How to define multiple when conditions in Ansible](https://www.cyberciti.biz/faq/how-to-define-multiple-when-conditions-in-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [blog.learncodeonline.in: Everything about Ansible Variables 🌟](https://blog.learncodeonline.in/everything-about-ansible-variables) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [blog.learncodeonline.in: Managing File Operations With Ansible 🌟](https://blog.learncodeonline.in/managing-file-operations-with-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [sayali.hashnode.dev: Day 56: Understanding Ad-hoc commands in Ansible' 🌟](https://sayali.hashnode.dev/day-56-understanding-ad-hoc-commands-in-ansible) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium.com/@Techie1: Networking tasks in production using Ansible](https://medium.com/@Techie1/networking-tasks-in-production-using-ansible-b09d0a6121f7) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium.com/cloud-native-daily: Getting Started with Ansible: A Comprehensive' Guide for DevOps Beginners](https://medium.com/cloud-native-daily/getting-started-with-ansible-a-comprehensive-guide-for-devops-beginners-fd2fb3fd7a40) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [venturebeat.com: Red Hat brings Ansible IT automation engine to Azure](https://venturebeat.com/2021/12/08/red-hat-brings-its-ansible-it-automation-engine-to-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [wraltechwire.com: Red Hat expands hybrid cloud efforts in Ansible deal with' Microsoft Azure](https://www.wraltechwire.com/2021/12/11/red-hat-expands-hybrid-cloud-efforts-in-ansible-deal-with-microsoft-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [techsupportpk.com: Install Ansible AWX on CentOS, RHEL 7, 8](https://www.techsupportpk.com/2020/03/how-to-install-ansible-awx-centos-rhel-7-8.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium: Ansible AWX: from scratch to REST API (part 4 of 8)](https://medium.com/@claudio.domingos/ansible-awx-from-scratch-to-rest-api-part-4-of-8-4aa860d823f6) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium.com: Test driven Development with Ansible using Molecule](https://medium.com/@moep_moep/test-driven-development-with-ansible-using-molecule-3386cef987ac) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium.com/opstree-technology: Understanding Ansible: Helm diff plugin 🌟](https://medium.com/opstree-technology/ansible-helm-diff-plugin-63e1cda299a3) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [medium: AWS Configuration with Web Server in EC2 Using Ansible](https://medium.com/@ayushsingh1525/aws-configuration-with-apache-server-in-ec2-using-ansible-2ef61f98872e) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [stackoverflow.com: Ansible playbook to execute Oracle script](https://stackoverflow.com/questions/41796466/ansible-playbook-to-execute-oracle-script) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [stackoverflow.com: Running Oracle SQL scripts with Ansible playbook](https://stackoverflow.com/questions/41341823/running-oracle-sql-scripts-with-ansible-playbook) [COMMUNITY-TOOL] β€” *Go to [Section](./ansible.md)*
-  - [Dzone: 14 Best Performance Testing Tools and APM Solutions](https://dzone.com/articles/14-best-performance-testing-tools-and-apm-solution) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [blazemeter.com: Open Source Load Testing Tools: Which One Should You Use?](https://www.blazemeter.com/blog/open-source-load-testing-tools-which-one-should-you-use) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [baeldung.com: Gatling vs JMeter vs The Grinder: Comparing Load Test Tools](https://www.baeldung.com/gatling-jmeter-grinder-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Gatling vs JMeter](https://dzone.com/articles/gatling-vs-jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Dzone: JMeter tutorial](https://dzone.com/articles/jmeter-tutorial-1) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Dzone: JMeter tutorial for beginners](https://dzone.com/articles/jmeter-tutorial-for-beginners-jmeter-load-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Dzone: Apache JMeter Keyboards shortcuts](https://dzone.com/articles/apache-jmeter-keyboard-shortcuts) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [testinglpoint.com: Timer in JMeter](https://www.testinglpoint.com/timer) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [testinglpoint.com: Features of JMeter](https://www.testinglpoint.com/features-of-jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [gslab.com: How to Optimize Performance Testing with Apache JMeter and Resources' Monitoring Using DStat](https://www.gslab.com/blogs/performance-testing-with-Apache-JMeter) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [rollno748.medium.com: Load testing GCP Pub/Sub using JMeter](https://rollno748.medium.com/load-testing-gcp-pub-sub-using-jmeter-9eff79440beb) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [blazemeter.com](https://www.blazemeter.com) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Blazemeter.com: Continuous Integration 101 - How to run Jmeter with jenkins' 🌟](https://www.blazemeter.com/blog/continuous-integration-101-how-run-jmeter-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [baeldung.com: Configure Jenkins to Run and Show JMeter Tests](https://www.baeldung.com/jenkins-and-jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [DZone.com: 2 ways to integrate jmeter tests into jenkins](https://dzone.com/articles/2-ways-to-integrate-jmeter-tests-into-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Guru99.com: Jmeter and BlazeMeter Integration with Jenkins](https://www.guru99.com/jenkins-jmeter-blazemeter.html) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Perfomance Testing with Gatling](https://dzone.com/articles/perfomance-testing-with-gatling) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Gatling: A Lightweight Load Testing Tool](https://dzone.com/articles/gatling-light-weight-load-testing-tool) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [An Introduction to Load Testing With Gatling](https://dzone.com/articles/gatling-gun-is-now-a-prospecting-tool-for-testers) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Gatling Performance Testing Pros and Cons](https://dzone.com/articles/gatling-performance-testing-pros-and-cons) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [How to Set up a Gatling Test's Implementation Environment 🌟](https://dzone.com/articles/how-to-set-up-a-gatling-tests-implementation-envir) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [How to Use RegEx Extractor in Gatling Projects](https://dzone.com/articles/how-to-use-regex-extractor-in-gatling-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [qautomation.blog: Power Full Load Testing Tool : Gatling](https://qautomation.blog/2019/05/03/power-full-load-testing-tool-gatling) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [API Load Testing With Gatling](https://dzone.com/articles/api-load-testing-with-gatling) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Load Testing Your DataBase-Connected APIs With Gatling](https://dzone.com/articles/load-testing-your-database-connected-apis-with-gat) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [How to Use Gatling With Maven](https://dzone.com/articles/how-to-use-gatling-with-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [gatling.io: Jenkins plugin](https://gatling.io/docs/current/extensions/jenkins_plugin) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [baeldung.com: Run Gatling Tests From Jenkins](https://www.baeldung.com/jenkins-run-gatling-tests) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [medium.com: Pipeline Performance Testing with Jenkins and Gatling](https://medium.com/thepeg/pipeline-performance-testing-with-jenkins-and-gatling-b7b762274680) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [venturebeat.com: Microsoft launches fully managed Azure Load Testing service](https://venturebeat.com/2021/11/30/microsoft-launches-fully-managed-azure-load-testing-service) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [webpagetest.org](https://webpagetest.org) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [blog.dream11engineering.com: Finding Order in Chaos: How We Automated Performance' Testing with Torque](https://blog.dream11engineering.com/finding-order-in-chaos-how-we-automated-performance-testing-with-torque-6eb63706fcea) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [tech.loveholidays.com: Load testing in production with Grafana Loki, Kubernetes' and Golang](https://tech.loveholidays.com/load-testing-in-production-with-grafana-loki-kubernetes-and-golang-1699554d2aa3) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [betterprogramming.pub: The 5-Step Checklist for Serverless Load Testing](https://betterprogramming.pub/the-5-step-checklist-for-serverless-load-testing-346f4a60841d) [COMMUNITY-TOOL] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - [Wikipedia: Git](https://en.wikipedia.org/wiki/Git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [dzone.com: Top 20 git commands with examples 🌟](https://dzone.com/articles/top-20-git-commands-with-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: 7 Best Courses to Master Git and Github for Programmers](https://medium.com/javarevisited/7-best-courses-to-master-git-and-github-for-programmers-d671859a68b2) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: Top 7 Cloud Source Code Management Tools Features and Pricing Plans](https://medium.com/@atif.ramzan89/top-7-cloud-source-code-management-tools-features-and-pricing-plans-105f4eb88a3a) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Things You Want to Do in Git and How to Do Them](https://stu2b50.dev/posts/things-you-wante9665) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.balasundar.com: Automate Git Operations Using Python](https://blog.balasundar.com/automate-git-operations-using-python) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [levelup.gitconnected.com: 5 Git Commands to Know Before Your First Tech' Job or Internship](https://levelup.gitconnected.com/5-git-commands-to-know-before-your-first-tech-job-or-internship-1b5856313338) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.greenroots.info: How NOT to use Git in Practice. Ten Git usages, you' should know to avoid](https://blog.greenroots.info/how-not-to-use-git-in-practice-ten-git-usages-you-should-know-to-avoid) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.annamcdougall.com: Git Workflow Tutorial: Start Using Git TODAY with' Basic Git Commands](https://blog.annamcdougall.com/git-workflow-tutorial-start-using-git-today-with-basic-git-commands-ckdc1nvfs02zp66s1d4zydz47) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [netflixtechblog.medium.com: Improving Pull Request Confidence for the Netflix' TV App](https://netflixtechblog.medium.com/improving-pull-request-confidence-for-the-netflix-tv-app-b85edb05eb65) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: How to Use Git Hooks For Commit Automation 🌟](https://www.cloudsavvyit.com/14036/how-to-use-git-hooks-for-commit-automation) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: Should You Use HTTPS or SSH For Git? 🌟](https://www.cloudsavvyit.com/14822/should-you-use-https-or-ssh-for-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [levelup.gitconnected.com: Top 30 Git Commands You Should Know To Master' Git CLI](https://levelup.gitconnected.com/top-30-git-commands-you-should-know-to-master-git-cli-f04e041779bc) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: Forking GitHub Repository with Git and VIM | Swain Dennis](https://medium.com/@swain.dennis1/forking-github-repository-with-git-and-vim-54288dff3801) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [betterprogramming.pub: How to Filter the Git Logs](https://betterprogramming.pub/how-to-filter-the-git-logs-2dcebf3d12) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [devconnected.com: How To Delete File on Git](https://devconnected.com/how-to-delete-file-on-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [betterprogramming.pub: 2 Use Cases of Python Pre-commit Hooks to Tidy Up' Your Git Repositories](https://betterprogramming.pub/2-use-cases-of-python-pre-commit-hooks-to-tidy-up-your-git-repositories-8d86c9c4f06b) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [betterprogramming.pub: Recovering From Common Git Errors](https://betterprogramming.pub/recovering-from-common-git-errors-eccda7ec6180) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@ladoui.bilal: 10 Git commands every DevOps should know 🌟](https://medium.com/@ladoui.bilal/10-git-commands-should-every-devops-should-know-6ae07f5e1989) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@datosh18: Gitsign in remote environments](https://medium.com/@datosh18/gitsign-in-remote-environments-6f40f47d289f) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/qe-unit: How Google Does Monorepo (Revisited)](https://medium.com/qe-unit/how-google-does-monorepo-revisited-8c793be20344) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloud-and-devops.hashnode.dev: Git 007 : Learn Advanced GIT topics like' a Pro](https://cloud-and-devops.hashnode.dev/git-007-learn-advanced-git-topics-like-a-pro) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [learn.gitkraken.com/courses/git-foundations: Foundations of Git - Certification' Course | Enroll for free](https://learn.gitkraken.com/courses/git-foundations) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/featurepreneur: Don’t trash your changes but stash β€˜em!](https://medium.com/featurepreneur/dont-trash-your-changes-but-stash-em-2091a191f7db) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: How to Delete Git Branches on Local and Remote Repositories](https://www.cloudsavvyit.com/14289/how-to-delete-git-branches-on-local-and-remote-repositories) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: How to Move Changes to Another Branch in Git](https://www.cloudsavvyit.com/14710/how-to-move-changes-to-another-branch-in-git) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [betterprogramming.pub: Leave Aside Git Checkout. Consider Git Switch for' a Change](https://betterprogramming.pub/leave-aside-git-checkout-consider-git-switch-for-a-change-7849df8714b0) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.devops.dev: Stop messing up with Git. Follow this simple and effective' strategy to maintain Git branches](https://blog.devops.dev/stop-messing-up-with-git-follow-this-simple-and-effective-strategy-to-maintain-git-branches-cc378468cde6) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@selvamraju007: GIT Branching Strategies](https://medium.com/@selvamraju007/git-branching-strategies-a6eafe4541ae) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@amid.ukr: Agile Git branching strategies in 2023](https://medium.com/@amid.ukr/agile-git-branching-strategies-in-2023-caeead79ddd) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.mimacom.com: The Git Commands You Wish You Always Had](https://blog.mimacom.com/git-aliases-you-wished-you-had) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [sitepoint.com: Understanding and Working with Submodules in Git](https://www.sitepoint.com/git-submodules-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: The Pros and Cons of Monorepos, Explained](https://betterprogramming.pub/the-pros-and-cons-monorepos-explained-f86c998392e1) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Dzone refcard: Git Patterns and Anti-Patterns](https://dzone.com/refcardz/git-patterns-and-anti-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: Which Git branching model should I select for my project?](https://medium.com/aventude/which-git-branching-model-should-i-select-73aafc503b5f) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [GitLab Flow](https://docs.gitlab.com/ee/topics/gitlab_flow.html) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [The Origins of Trunk Based Development](https://dzone.com/articles/origins-trunk-based) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [quora.com: What is trunk based development?](https://www.quora.com/What-is-trunk-based-development) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com: Gitflow β€” Branch Guide](https://medium.com/@rafavinnce/gitflow-branch-guide-8a523360c053) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com: Git Flow for Beginners](https://medium.com/@thibault60000/git-flow-for-beginners-d7a152b2c1f9) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com: What is GitFlow?](https://medium.com/@okandavut/what-is-gitflow-c0be7a659992) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [toptal.com: Trunk-based Development vs. Git Flow](https://www.toptal.com/software/trunk-based-development-git-flow) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: GitFlow VS Trunk-Based-Development](https://medium.com/@vafrcor2009/gitflow-vs-trunk-based-development-3beff578030b) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Dzone: Why I Prefer Trunk-Based Development Over Feature Branching and GitFlow' 🌟](https://dzone.com/articles/why-i-prefer-trunk-based-development-over-feature) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cioperu.pe: 5 formas de impulsar la utilizaciΓ³n de feature flags](https://cioperu.pe/articulo/30477/devops-5-formas-de-impulsar-la-utilizacion-de-feature-flags) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Dzone: using gitlab API to create projects](https://dzone.com/articles/using-gitlab-rest-api-to-create-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [levelup.gitconnected.com: Automating Integration and Deployment to Remote' Server](https://levelup.gitconnected.com/automating-integration-and-deployment-to-remote-server-63a2b6576ebf) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [redpill-solutions.medium.com: Deploying to Kubernetes with GitLab](https://redpill-solutions.medium.com/deploying-to-kubernetes-with-gitlab-28c2f1a42e57) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [venturebeat.com: GitLab acquires open source observability distribution' Opstrace](https://venturebeat.com/2021/12/14/gitlab-acquires-open-source-observability-distribution-opstrace) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [renjithvr11.medium.com: Running GitLab Runners on Kubernetes](https://renjithvr11.medium.com/running-gitlab-runners-on-kubernetes-8e7fc9bf75ce) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [GitHub Chaos Actions in Your CI/CD workflow](https://blog.mayadata.io/github-chaos-actions-in-your-ci/cd-workflow-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: How To Properly Fork a Github Repository](https://www.cloudsavvyit.com/14640/how-to-properly-fork-a-github-repository) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [alsmola.medium.com: Securing GitHub organizations](https://alsmola.medium.com/securing-github-organizations-9c33c850638) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [cloudsavvyit.com: How to Use Github Actions to Automate Your Repository' Builds](https://www.cloudsavvyit.com/15207/how-to-use-github-actions-to-automate-your-repository-builds) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [levelup.gitconnected.com: GitHub may replace DockerHub](https://levelup.gitconnected.com/github-may-replace-dockerhub-a5da5e547f01) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [alemsbaja.hashnode.dev: Git and GitHub Demystified : A Comprehensive Guide' for Version Control System](https://alemsbaja.hashnode.dev/git-and-github-demystified-a-comprehensive-guide-for-version-control-system) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [lab.github.com 🌟](https://lab.github.com) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [docker.com: Docker Github Actions](https://www.docker.com/blog/docker-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [particule.io: CI/CD using Github Actions, AWS ECR and ECS Fargate](https://particule.io/en/blog/cicd-ecr-ecs) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [proandroiddev.com: β€œContinuous Integration/Delivery” for Android with GitHub' Actions β€” Part 1](https://proandroiddev.com/continuous-integration-delivery-for-android-with-github-actions-part-1-b232ed2b1740) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: Create CI/CD with Github Actions + AWS EC2, CodeDeploy and S3](https://medium.com/codemonday/github-actions-for-ci-cd-with-ec2-codedeploy-and-s3-e93e75bf1ce0) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.thundra.io: How to Set Up a CI Pipeline in GitHub Actions](https://blog.thundra.io/how-to-set-up-a-ci-pipeline-in-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.thundra.io: Top 10 GitHub Actions You Should Use to set up your CI/CD' Pipeline](https://blog.thundra.io/top-10-github-actions-you-should-use-to-set-up-your-ci/cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [blog.ediri.io: Auto Docs, Test And Release A Helm Chart With GitHub Actions](https://blog.ediri.io/auto-docs-test-and-release-a-helm-chart-with-github-actions) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [tonylixu.medium.com: GitOps β€” Github Actions Docker Build Workflow](https://tonylixu.medium.com/gitops-github-actions-docker-build-workflow-157cc53e9a0d) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@george_bakas: Mastering GitHub Actions: Environment Variables' and Secrets Management](https://medium.com/@george_bakas/mastering-github-actions-environment-variables-and-secrets-management-3daac384477b) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium: GitHub’s AI Copilot Might Get You Sued If You Use It](https://medium.com/geekculture/githubs-ai-copilot-might-get-you-sued-if-you-use-it-c1cade1ea229) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/@eriky: Copilot Is Genuinely Scary And Fascinating At The Same' Time](https://medium.com/@eriky/copilot-is-genuinely-scary-and-fascinating-at-the-same-time-63ebcbf80899) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [python.plainenglish.io: Who Writes Better Code: GitHub CoPilot or GPT-3?](https://python.plainenglish.io/who-writes-better-code-github-copilot-or-gpt-3-9e7441650c9b) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [medium.com/geekculture: Hey ChatGPT, Automate These Tasks Using Python](https://medium.com/geekculture/hey-chatgpt-solve-these-coding-tasks-using-python-b2e7482f2c18) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [betterprogramming.pub: My First Impressions of Sapling β€” Meta’s New Git' Client](https://betterprogramming.pub/four-ways-you-can-experiment-with-sapling-709eec0ffcb1) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Wikipedia: Azure DevOps](https://en.wikipedia.org/wiki/Azure_DevOps) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Microsoft Replacing Visual Studio Team Services with Azure DevOps](https://redmondmag.com/articles/2018/09/10/microsoft-replacing-vsts-with-azure-devops.aspx) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Wikipedia: Software bot](https://en.wikipedia.org/wiki/Software_bot) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [How to configure Jenkins for git merge](https://support.cloudbees.com/hc/en-us/articles/227246387-How-to-Configure-Jenkins-for-Git-Merge-) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [stackoverflow.com: How can we programmatically approve merge requests in' GitLab?](https://stackoverflow.com/questions/58019605/how-can-we-programmatically-approve-merge-requests-in-gitlab) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [mergify.io](https://mergify.io) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [stackoverflow.com: Bot to automatically reverse GitHub pull request merges](https://stackoverflow.com/questions/27820309/bot-to-automatically-reverse-github-pull-request-merges) [COMMUNITY-TOOL] β€” *Go to [Section](./git.md)*
-  - [Comparing Embedded Servlet Containers in Spring Boot](https://www.baeldung.com/spring-boot-servlet-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - [Tomcat vs. Jetty vs. Undertow: Comparison of Spring Boot Embedded Servlet' Containers](https://examples.javacodegeeks.com/enterprise-java/spring/tomcat-vs-jetty-vs-undertow-comparison-of-spring-boot-embedded-servlet-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - [Automating Kubernetes Deployments with Helm Charts](https://blog.devops.dev/automating-kubernetes-deployments-with-helm-charts-baaec0e6fbc5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [dzone: managing helm releases the gitops way](https://dzone.com/articles/managing-helm-releases-the-gitops-way) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [dzone: 15 useful helm chart tools](https://dzone.com/articles/15-useful-helm-charts-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [dzone: create install upgrade and rollback a helm chart - part 1](https://dzone.com/articles/create-install-upgrade-and-rollback-a-helm-chart-p) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [dzone: create install upgrade and rollback a helm chart - part 2](https://dzone.com/articles/create-install-upgrade-rollback-a-helm-chart-part) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [dzone: cicd with kubernetes and helm](https://dzone.com/articles/cicd-with-kubernetes-and-helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [banzaicloud.com: Helm 3, the Good, the Bad and the Ugly](https://banzaicloud.com/blog/helm3-the-good-the-bad-and-the-ugly) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Helm Chart β€” Development Guide 🌟](https://medium.com/swlh/helm-chart-development-guide-bbc525d3b448) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Multi-namespace Helm deploy in Kubernetes](https://medium.com/analytics-vidhya/multi-namespace-helm-deploy-in-kubernetes-26d1baf1ca5c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [daveops.xyz: Running DB migrations on Kubernetes with Helm](https://daveops.xyz/en/2020/09/18/running-db-migrations-on-kubernetes-with-helm) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [mbbaig.blog: How to create custom Helm charts 🌟](https://mbbaig.blog/how-to-create-custom-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [cncf.io: Quick application deployments on MicroK8s using Helm Charts](https://www.cncf.io/blog/2021/03/23/quick-application-deployments-on-microk8s-using-helm-chart) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [cncf.io: Add Java Agents to Existing Kubernetes and Helm Applications Instantly](https://www.cncf.io/blog/2021/03/24/add-java-agents-to-existing-kubernetes-and-helm-applications-instantly) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Create Helm Charts to manage Kubernetes applications](https://medium.com/marionete/create-helm-charts-to-manage-kubernetes-applications-9c4235acf99e) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [bridgecrew.io: Part 1: Top trends from analyzing the security posture of' open-source Helm charts](https://bridgecrew.io/blog/open-source-helm-security-research) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [jasiek-petryk.medium.com: Setting up a private Helm chart repository on' GitHub](https://jasiek-petryk.medium.com/setting-up-a-private-helm-chart-repository-on-github-4a767703cec8) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [betterprogramming.pub: How To Continuously Test and Deploy Your Helm Charts' on Kubernetes Clusters Using Kind](https://betterprogramming.pub/how-to-continuously-test-and-deploy-your-helm-charts-on-kubernetes-clusters-using-kind-d71e3585d2dc) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [levelup.gitconnected.com: Helm 101 for Developers](https://levelup.gitconnected.com/helm-101-for-developers-1c28e734937e) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [betterprogramming.pub: 6 Tips for Creating Helm Charts in Kubernetes Applications](https://betterprogramming.pub/6-tips-for-creating-helm-charts-in-kubernetes-applications-452a37446f31) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Kubernetes Deployment using Helm Charts and Krane 🌟](https://medium.com/groupon-eng/kubernetes-deployment-using-helm-charts-and-krane-e0100b55d00c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [bridgecrew.io: Applying Kubernetes security best practices to Helm charts](https://bridgecrew.io/blog/applying-kubernetes-security-best-practices-to-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Test Helm Release in Production Environment with Zero Downtime' 🌟](https://medium.com/@deejiw/test-helm-release-in-production-environment-with-zero-downtime-400c5d41ecdf) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [hashicorp.com: Deploying Helm Apps to Kubernetes with Waypoint and GitOps](https://www.hashicorp.com/blog/deploying-helm-apps-to-kubernetes-with-waypoint-and-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/dailymotion: Deploying apps on multiple Kubernetes clusters with' Helm](https://medium.com/dailymotion/deploying-apps-on-multiple-kubernetes-clusters-with-helm-19ee2b06179e) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [gennyallcroft.medium.com: Understanding Kubernetes deployments with Helm](https://gennyallcroft.medium.com/understanding-kubernetes-deployments-with-helm-444116a622be) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/codex: Helm Charts For Kubernetes Developers](https://medium.com/codex/helm-charts-for-kubernetes-developers-dce5719d4c8c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/@paolo.gallina: How-to release Helm Charts maintaining your mental' health 🌟](https://medium.com/@paolo.gallina/releasing-helm-charts-maintaining-your-mental-health-b382685390c8) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [devopslearners.com: How to Convert Helm Chart to Kubernetes YAML](https://devopslearners.com/how-to-convert-helm-chart-to-kubernetes-yaml-fbe6d6722f6) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [mlepeshkin.medium.com: Automated Kubernetes deployment with Helm and additional' templating](https://mlepeshkin.medium.com/automated-kubernetes-deployment-with-helm-and-additional-templating-dc960689609f) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [blog.ediri.io: How To Unit Test Your Helm Charts](https://blog.ediri.io/how-to-unit-test-your-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/@percenuage: My adventure with Helm as GitOps in a distributed' architecture](https://medium.com/@percenuage/my-adventure-with-helm-as-gitops-in-a-distributed-architecture-6a6fdc6f11bd) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/avmconsulting-blog: How to Deploy Applications using Helm in' Kubernetes |AWS|](https://medium.com/avmconsulting-blog/deploying-applications-using-helm-in-kubernetes-b5c8b609e4b5) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/tech-chronicles: Helm tests](https://medium.com/tech-chronicles/helm-test-tested-my-patience-732eeab0e935) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [xbery.medium.com: Deploy helm charts using Terraform module 🌟](https://xbery.medium.com/deploy-helm-charts-using-terraform-module-63684efbd221) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/codex: Simplifying Kubernetes Deployments With Helm Package' Manager 🌟](https://medium.com/codex/simplifying-kubernetes-deployments-with-helm-package-manager-bf834c51818d) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/geekculture: Helm β€” Advanced Commands 🌟](https://medium.com/geekculture/helm-advanced-commands-9365097475b) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [levelup.gitconnected.com: Helmβ€”Named Templates](https://levelup.gitconnected.com/helm-named-templates-de2efc3875d0) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [faun.pub: Helm β€” Template Actions, Functions, and Pipelines 🌟](https://faun.pub/helm-template-actions-functions-and-pipelines-16ed23ed336f) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [shipmight.com: Understanding Helm upgrade flags](https://shipmight.com/blog/understanding-helm-upgrade-reset-reuse-values) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [blog.devops.dev: Stop cloning helm charts! Enough! 🌟](https://blog.devops.dev/stop-cloning-helm-charts-enough-b40fb5d67ac7) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/kubeshop-i: Monokle, Helm & Quality Kubernetes Deployments](https://medium.com/kubeshop-i/monokle-helm-quality-kubernetes-deployments-af050fcc91db) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/gquiman: K8Studio, Helm and Kubernetes management](https://medium.com/itnext/introducing-k8studio-v3-the-ultimate-kubernetes-workspace-just-got-even-better-0bc0de63642c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [blog.devops.dev: Hosting Your Own Helm Chart on GitHub with Chart Releaser](https://blog.devops.dev/hosting-your-own-helm-chart-on-github-with-chart-releaser-a356ac10ce5c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [faun.pub: Package and Deploy Your Application Using Helm Chart](https://faun.pub/package-and-deploy-your-application-using-helm-chart-21f0c568e65c) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/@badawekoo: Helm theory, demo and commands you need to know!](https://medium.com/@badawekoo/helm-theory-demo-and-commands-you-need-to-know-628777fdb0c2) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com: Helm Your Kubernetes Application](https://medium.com/zeals-tech-blog/helm-your-kubernetes-application-7af6293bcfcf) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/linux-shots: Use PostgreSQL database as backend storage for helm](https://medium.com/linux-shots/use-postgresql-as-backend-storage-for-helm-de407cd9c43) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [tratnayake.dev: Using Helm To Include All Files From A Directory In-line](https://tratnayake.dev/helm-include-all-files-from-directory-in-line) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [fenyuk.medium.com: Helm for Kubernetes. Datree for keeping cluster secure' and healthy 🌟](https://fenyuk.medium.com/helm-for-kubernetes-datree-for-keeping-cluster-secure-and-healthy-6fbd10f0d958) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [fenyuk.medium.com: Helm for Kubernetes. GitOps with Argo CD 🌟](https://fenyuk.medium.com/helm-for-kubernetes-gitops-with-argo-cd-c8f80330596) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/geekculture: HELM β€” How Release Information is Stored](https://medium.com/geekculture/helm-how-release-information-is-stored-778d7f0b7498) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [levelup.gitconnected.com: Helm β€” Data Sharing Between Parent and Child Chart](https://levelup.gitconnected.com/helm-data-sharing-between-parent-and-child-chart-c4487a452d4e) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [blog.searce.com: Transform Kubernetes Manifests into Helm Chart](https://blog.searce.com/transform-kubernetes-manifests-into-helm-chart-f3d100688423) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/geekculture: Helm Chart Wait for All Dependencies Before Starting' Kubernetes Pods](https://medium.com/geekculture/helm-chart-wait-for-all-dependencies-before-starting-kubernetes-pods-cc0a3ddbf02b) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/@marc.khouzam: Shell completion for plugins with Helm 3.8](https://medium.com/@marc.khouzam/shell-completion-for-plugins-with-helm-3-8-7cb001012a54) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Highway to Helm: How to efficiently manage chart sources](https://medium.com/adevinta-tech-blog/highway-to-helm-how-to-efficiently-manage-chart-sources-f5749ba8031e) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium.com/geekculture: K8s β€” Helm Dashboard](https://medium.com/geekculture/k8s-helm-dashboard-d7509c5fee88) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [levelup.gitconnected.com: Introduction to Helm Dashboard](https://levelup.gitconnected.com/introduction-to-helm-dashboard-dddf43e38cc2) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [Kubecrt - Convert HELM charts to kubernetes resources 🌟](https://toolbox.kali-linuxtr.net/kubecrt-convert-helm-charts-to-kubernetes-resources.tool) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [linuxadvise.com: Helmfile - Next Level to manage your helm Charts](https://www.linuxadvise.com/amp/helmfile-next-level-to-manage-your-helm-charts) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [medium: Gitops using Helmsman to apply Helm Charts to k8s](https://medium.com/@marco.franssen/gitops-using-helmsman-to-apply-helm-charts-to-k8s-1a7217ced411) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [abhaypore.medium.com: Migrate your manifest yaml files into Helm Chart](https://abhaypore.medium.com/migrate-your-manifest-yaml-files-into-helm-chart-32a44230f3b5) [COMMUNITY-TOOL] β€” *Go to [Section](./helm.md)*
-  - [hashicorp.com: Creating Workspaces with the HashiCorp Terraform Operator' for Kubernetes](https://www.hashicorp.com/blog/creating-workspaces-with-the-hashicorp-terraform-operator-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [banzaicloud.com: Kafka rolling upgrade made easy with Supertubes](https://banzaicloud.com/blog/kafka-rolling-upgrade) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [cncf.io: Kubernetes Operators 101](https://www.cncf.io/blog/2020/10/02/kubernetes-operators-101) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [cncf.io: CNCF Operator White Paper (PDF) 🌟](https://www.cncf.io/wp-content/uploads/2021/07/CNCF_Operator_WhitePaper.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [levelup.gitconnected.com: Operators : Extending Kubernetes Capabilities](https://levelup.gitconnected.com/operators-extending-kubernetes-capabilities-184df001b7e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@samng1991216: Building Kubernetes Operator Application from' Scratch (Part 1)](https://medium.com/@samng1991216/building-kubernetes-operator-application-from-scratch-part-1-211b6b2467df) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@mjkool: Kubernetes Operator β€” Simplified!](https://medium.com/@mjkool/kubernetes-operator-simplified-96b8c8f7e627) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@timebertt: Kubernetes Controllers at Scale: Clients, Caches,' Conflicts, Patches Explained](https://medium.com/@timebertt/kubernetes-controllers-at-scale-clients-caches-conflicts-patches-explained-aa0f7a8b4332) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [alenkacz.medium.com: Kubernetes operator best practices: Implementing observedGeneration](https://alenkacz.medium.com/kubernetes-operator-best-practices-implementing-observedgeneration-250728868792) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: Build a Kubernetes Operator in 10 Minutes 🌟](https://betterprogramming.pub/build-a-kubernetes-operator-in-10-minutes-11eec1492d30) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [alain-airom.medium.com: Kubernetes Operators Patterns and Best Practices' 🌟](https://alain-airom.medium.com/kubernetes-operators-patterns-and-best-practices-b7fbaa4cbd1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [awstip.com: Manage AWS services directly from Kubernetes - AWS Controllers' for Kubernetes (ACK)](https://awstip.com/manage-aws-services-directly-from-kubernetes-%EF%B8%8F-6c94e376febb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@marom.itamar: Kubernetes Controllers, Custom Resources, and' Operators Explained](https://medium.com/@marom.itamar/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [faun.pub: A Definitive guide to Kubernetes Operator β€” The crawl!](https://faun.pub/a-definitive-guide-to-kubernetes-operator-the-crawl-7647b278c28b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [paul-the-kelly.medium.com: Extending the Kubernetes API using Operators](https://paul-the-kelly.medium.com/extending-the-kubernetes-api-using-operators-9ffc8364ae5c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [faun.pub: Kubernetes Controllers, Custom Resources, and Operators Explained](https://faun.pub/kubernetes-controllers-custom-resources-and-operators-explained-8e92f46829f6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/sda-se: Kubernetes Operator to the rescue. How our own MongoDB' Operator improved our deployments](https://medium.com/sda-se/kubernetes-operator-to-the-rescue-how-our-own-mongodb-operator-improved-our-deployments-6d5ba3324abc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: How To Use Server-Side Apply in K8S Operators](https://betterprogramming.pub/how-to-use-server-side-apply-in-k8s-operators-5cbff023183c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: Goldilocks vs. KRR](https://betterprogramming.pub/goldilocks-vs-krr-c986dfd7484d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/lonto-digital-services-integrator: Why We Developed Own Kubernetes' Controller to Copy Secrets](https://medium.com/lonto-digital-services-integrator/why-we-developed-own-kubernetes-controller-to-copy-secrets-e46368ae6db9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@senjutide2000: Designing a Controller for Custom Resources from' scratch for absolute beginners](https://medium.com/@senjutide2000/designing-a-controller-for-custom-resources-from-scratch-for-absolute-beginners-9cb84b7f906f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@mikakrief: Using Azure Service Operator v2](https://medium.com/@mikakrief/using-azure-service-operator-v2-4a1fa1f5e3b8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [dragondscv.medium.com: Controller runtime β€” handle resource deletion with' predicate](https://dragondscv.medium.com/controller-runtime-handle-resource-deletion-with-predicate-f69d09dd5802) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@magstherdev: OpenTelemetry Operator](https://medium.com/@magstherdev/opentelemetry-operator-d3d407354cbf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/@adnn.selimovic: Creating Kubernetes operator using **Kubebuilder**](https://medium.com/@adnn.selimovic/creating-kubernetes-operator-using-kubebuilder-15db5f29ee50) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com/geekculture: A New Pattern that Simplifies Operator Building](https://medium.com/geekculture/a-new-pattern-that-simplifies-operator-building-39df5d021cfa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [qdnqn.com: Creating Kubernetes operator using Kubebuilder](https://qdnqn.com/creating-kubernetes-operator-using-kubebuilder) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [magalix.com: Creating Custom Kubernetes Operators](https://www.magalix.com/blog/creating-custom-kubernetes-operators) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium.com: Writing Your First Kubernetes Operator](https://medium.com/faun/writing-your-first-kubernetes-operator-8f3df4453234) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium: From Zero to Kubernetes Operator](https://medium.com/@victorpaulo/from-zero-to-kubernetes-operator-dd06436b9d89) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [cloudark.medium.com: Writing Kubernetes Custom Controllers](https://cloudark.medium.com/kubernetes-custom-controllers-b6c7d0668fdf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [medium: Kubernetes Dummy Operator in Java](https://medium.com/xgeeks/kubernetes-dummy-operator-in-java-6b2f26198a55) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: Build a Highly Available Kubernetes Operator Using' Golang](https://betterprogramming.pub/building-a-highly-available-kubernetes-operator-using-golang-fe4a44c395c2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: Writing Custom Kubernetes Controller and Webhooks](https://betterprogramming.pub/writing-custom-kubernetes-controller-and-webhooks-141230820e9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [betterprogramming.pub: How To Write Tests for Your Kubernetes Operator](https://betterprogramming.pub/write-tests-for-your-kubernetes-operator-d3d6a9530840) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - [KUDO: The Kubernetes Universal Declarative Operator 🌟](https://kudo.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [Web-Check](https://web-check.xyz) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [blog.devgenius.io: 7 Open Source Kubernetes Developer Tools to Follow in' 2022](https://blog.devgenius.io/7-open-source-kubernetes-developer-tools-to-follow-in-2022-78a5e5dbd4e3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [devops.cisel.ch: Kubernetes operational tools you must TRY](https://devops.cisel.ch/kubernetes-operational-tools-you-must-try) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/container-talks: 7 Tools To Make Kubernetes Management Easy](https://medium.com/container-talks/7-tools-to-make-kubernetes-management-easy-ba8238e6ce8d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.devops.dev: Tools to manage Kubernetes](https://blog.devops.dev/tools-to-manage-kubernetes-15b675f407d4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@onai.rotich: 4 Tools that Make it Easy to manage your Kubernetes' Cluster](https://medium.com/@onai.rotich/4-tools-that-make-it-easy-to-manage-your-kubernetes-cluster-be252847cd85) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [Web Terminal Operator: Tips y Trucos](https://www.techqna.io/2024/09/web-terminal-operator-tips-tricks-for.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [cloudnatively.com: Kubernetes client tools overview](https://www.cloudnatively.com/kubernetes-client-tools-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [Kubevious SaaS: portal.kubevious.io](https://portal.kubevious.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [**KUbernetes Test TooL (kuttl)** 🌟](https://kuttl.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [cncf.io: What is Polaris? Kubernetes open source configuration validation' 🌟](https://www.cncf.io/blog/2021/07/01/what-is-fairwinds-polaris-kubernetes-open-source-configuration-validation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium: How to Validate Your Kubernetes Cluster With Sonobuoy 🌟](https://medium.com/better-programming/how-to-validate-your-kubernetes-cluster-with-sonobuoy-c91b282908fe) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [kalm.dev 🌟](https://kalm.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium: 4 Simple Kubernetes Terminal Customizations to Boost Your Productivity](https://medium.com/better-programming/4-simple-kubernetes-terminal-customizations-to-boost-your-productivity-deda60a19924) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.devgenius.io: K8s β€” Kubecolor Introduction](https://blog.devgenius.io/k8s-kubecolor-introduction-3d650effc36f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [reconshell.com: Kubei – Kubernetes Runtime Vulnerabilities Scanner 🌟](https://reconshell.com/kubei-kubernetes-runtime-vulnerabilities-scanner) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [outdated.sh 🌟](https://outdated.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [forklift.konveyor.io 🌟](https://forklift.konveyor.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [KTail: Kubernetes log viewer 🌟](https://www.ktail.de) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.ediri.io: Writing Kubernetes policies with jsPolicy and deploy them' via FluxCD](https://blog.ediri.io/writing-kubernetes-policies-with-jspolicy) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@ryan.dardis: KubeClarity β€” Cloud-Native Security Scanning for' your Kubernetes Cluster and more](https://medium.com/@ryan.dardis/kubeclarity-cloud-native-security-scanning-for-your-kubernetes-cluster-and-more-7c3ee6a16556) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@michaeljguarino: How we Created an in-Browser Kubernetes Experience](https://medium.com/@michaeljguarino/how-we-created-an-in-browser-kubernetes-experience-58c065cda803) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [faun.pub: A browser based remote desktop solution on kubernetes](https://faun.pub/a-browser-based-remote-desktop-solution-on-kubernetes-d6b3d33e73b6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.flomesh.io: sing Pipy as a Kubernetes policy engine](https://blog.flomesh.io/using-pipy-as-a-kubernetes-policy-engine-e70a23c8d54c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@markcallen_devops: Setup Kubernetes Admin on Linux with Brew](https://medium.com/@markcallen_devops/setup-kubernetes-admin-on-linux-with-brew-da143cef1c90) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [granted.dev](https://www.granted.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [zhimin-wen.medium.com: Curl as a Network Protocol Testing Tool](https://zhimin-wen.medium.com/curl-as-a-network-protocol-testing-tool-7f49151ea365) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [cloudnativesimplified.substack.com: kcp: Kubernetes-like control plane](https://cloudnativesimplified.substack.com/p/tool-series-1-kcp) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [kubeip.com](https://kubeip.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium: Multibranch and HA Pipeline in Jenkins with Kaniko on GKE](https://medium.com/searce/multibranch-and-ha-pipeline-in-jenkins-with-kaniko-on-gke-8a1e7fa93403) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.rewanthtammana.com: Hardening Kaniko build process with Linux capabilities](https://blog.rewanthtammana.com/hardening-kaniko-build-process-with-linux-capabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@Mohamed-ElEmam: Build Docker Images in Kubernetes POD Without' Docker -Kaniko](https://medium.com/@Mohamed-ElEmam/build-docker-images-in-kubernetes-pod-without-docker-kaniko-46e1a5b76c9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@aqsarahman71: Introduction to Kaniko](https://medium.com/@aqsarahman71/introduction-to-kaniko-912e0f494570) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [cd.foundation: CD Foundation Welcomes Shipwright, Framework for Building' Container Images on Kubernetes, As New Incubating Project](https://cd.foundation/blog/2021/08/03/cd-foundation-shipwright-announcement) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [docs.pixielabs.ai: Pixie](https://docs.pixielabs.ai) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [venturebeat.com: Kubeshop wants to be a Kubernetes product pipeline](https://venturebeat.com/2021/09/17/kubeshop-wants-to-be-a-kubernetes-product-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/kubeshop-i: Monokle 1.5.0 Release](https://medium.com/kubeshop-i/monokle-1-5-0-release-kubeshop-95f574563c79) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium: Kubermetrics β€” Cluster Visualization Made Simple](https://medium.com/@sachem2015/kubermetrics-cluster-visualization-made-simple-d24928f63451) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@charled.breteche: Kind, Cilium, MetalLB, and still no kube-proxy](https://medium.com/@charled.breteche/kind-cilium-metallb-and-no-kube-proxy-a9fe66ddfad6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [itnext.io: Configuring routing for MetalLB in L2 mode](https://itnext.io/configuring-routing-for-metallb-in-l2-mode-7ea26e19219e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@sheraznadeem1: Kubescape & Kubernetes Hardening- Demystified](https://medium.com/@sheraznadeem1/kubescape-kubernetes-hardening-demystified-87fba47f3b6a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.devgenius.io: Scanning Kubernetes YAML Files for Security 🌟](https://blog.devgenius.io/scanning-kubernetes-yaml-files-for-security-e302542b5407) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [cloudark.medium.com: kubectl connections](https://cloudark.medium.com/whats-cooking-in-your-kubernetes-namespace-9200be114f8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [makendran.hashnode.dev: Just-in-time Worker Nodes with Karpenter](https://makendran.hashnode.dev/just-in-time-worker-nodes-with-karpenter) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [awstip.com: This Code Works! β€” Autoscaling An Amazon EKS Cluster with Karpenter' β€” Part 1/3](https://awstip.com/this-code-works-autoscaling-an-amazon-eks-cluster-with-karpenter-part-1-3-40c7bed26cfd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/summit-technology-group: Karpenter β€” AutoScaling and Right-Sizing' EKS Nodes](https://medium.com/summit-technology-group/karpenter-autoscaling-and-right-sizing-eks-nodes-bc6d2b83d48e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/israeli-tech-radar: Karpenter, and the future of Kubernetes](https://medium.com/israeli-tech-radar/karpenter-and-the-future-of-kubernetes-4ab7428b7f87) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@micheldirk: On Amazon EKS and Karpenter](https://medium.com/@micheldirk/on-amazon-eks-and-karpenter-2b84e75e254e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@gajaoncloud: Unleash the Power of Karpenter: Automating AWS' EKS Scaling and Cost Optimization](https://medium.com/@gajaoncloud/unleash-the-power-of-karpenter-automating-aws-eks-scaling-and-cost-optimization-7e236319eda4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@gajaoncloud: Karpenter Mastery: NodePools & NodeClasses for' Workload Nirvana](https://medium.com/@gajaoncloud/karpenter-mastery-nodepools-nodeclasses-for-workload-nirvana-bc89850fa934) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@gajaoncloud: Demystifying Karpenter’s Advanced Features: Consolidation,' Drift, and Spot Handling](https://medium.com/@gajaoncloud/demystifying-karpenters-advanced-features-consolidation-drift-and-spot-handling-007fbad29549) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.direktiv.io: Building a simple cloud-native, orchestrated microservice' from containers](https://blog.direktiv.io/building-a-simple-cloud-native-orchestrated-microservice-from-containers-39dbcb80b0d8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.devops.dev: How to use the Kubernetes Resource Recommender tool in' a GKE Cluster 🌟](https://blog.devops.dev/how-to-use-the-kubernetes-resource-recommender-tool-in-a-gke-cluster-ef48a6dea85c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/kubeshop-i: Rapidly prototype your APIs on Kubernetes with Kusk' Gateway β€” Kubeshop 🌟](https://medium.com/kubeshop-i/rapidly-prototype-your-apis-on-kubernetes-with-kusk-gateway-kubeshop-4006f030e8e4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.werf.io: Running one-time tasks and debugging images in the Kubernetes' cluster using werf](https://blog.werf.io/running-one-time-tasks-and-debugging-images-in-the-kubernetes-cluster-using-werf-936d6dc483e2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.werf.io: werf v1.2 is now stable! Here’s what it is all about](https://blog.werf.io/werf-v1-2-is-now-stable-heres-what-it-is-all-about-832ed647810f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.werf.io: Deploying Helm charts with dependencies in Kubernetes via' werf](https://blog.werf.io/deploying-helm-charts-with-dependencies-in-kubernetes-via-werf-17e5457cdd3f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [blog.devops.dev: Kateyes β€” Visual Kubernetes Explorer](https://blog.devops.dev/kateyes-visual-kubernetes-explorer-c40510874969) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/linux-shots: ConfigMap Reloader β€” Automatically reload new data' from ConfigMap/Secret to deployments](https://medium.com/linux-shots/configmap-secret-reloader-automatically-add-reload-data-from-configmap-secret-to-deployments-dc245e06b92c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [betterprogramming.pub: Dependency-Free Kubernetes Cluster Monitoring](https://betterprogramming.pub/dependency-free-kubernetes-cluster-monitoring-5f7aa2f038d9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@fwiles: k9s EKS Context Error](https://medium.com/@fwiles/k9s-eks-context-error-7ff18df7547f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [tonylixu.medium.com: K8s Tools β€” K9s, Terminal Based UI to Manage Your Cluster](https://tonylixu.medium.com/devops-in-k8s-k9s-terminal-based-ui-to-manage-your-cluster-85b4f147e209) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [medium.com/@gavinklfong: 8 tips to incredibly boost the efficiency of command' execution on Kubernetes using k9s](https://medium.com/@gavinklfong/8-tips-to-incredibly-boost-the-efficiency-of-command-execution-on-kubernetes-using-k9s-a515a90a3a27) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [RBAC Wizard: Herramienta para visualizar y analizar la configuraciΓ³n RBAC' de Kubernetes](https://t.…) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [K3s vs Talos Linux](https://faun.pub/k3s-vs-talos-linux-8a1e0dce9a77) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [Atomic ConfigMap Updates in Kubernetes: How Symlinks and Kubelet Make It' Happen](https://medium.com/itnext/atomic-configmap-updates-in-kubernetes-how-symlinks-and-kubelet-make-it-happen-21a44338c247) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tools.md)*
-  - [dzone: Developing Applications on Multi-tenant Clusters With Flux and Kustomize](https://dzone.com/articles/developing-applications-on-multitenant-clusters-wi) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [cloud-viadee.medium.com: GitOps for IT-Architects: Transparent and Secure' Kubernetes deployments](https://cloud-viadee.medium.com/gitops-for-it-architects-6312e7822819) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [johnclarke73.medium.com: How GitOps works for us](https://johnclarke73.medium.com/our-continuous-delivery-journey-11d86dd68a49) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [medium: Integrating GitOps Deployments in Kubernetes Using Weave Flux](https://medium.com/contino-engineering/integrating-gitops-deployments-in-kubernetes-using-weave-flux-9a617ea17684) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [cncf.io: Flux: Server-side reconciliation is coming](https://www.cncf.io/blog/2021/10/07/server-side-reconciliation-is-coming) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [blog.ediri.io: Flux With Buckets: Is This Still GitOps?](https://blog.ediri.io/flux-with-buckets-is-this-still-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [levelup.gitconnected.com: Flux CD: Getting Started](https://levelup.gitconnected.com/flux-cd-getting-started-1a06671d718f) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [dzone.com: GitOps: Flux vs Argo CD 🌟](https://dzone.com/articles/gitops-flux-vs-argo-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [blog.aenix.io: Argo CD vs Flux CD](https://blog.aenix.io/argo-cd-vs-flux-cd-7b1d67a246ca) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [cncf.io: How to GitOps your Terraform](https://www.cncf.io/blog/2022/09/30/how-to-gitops-your-terraform) [COMMUNITY-TOOL] β€” *Go to [Section](./flux.md)*
-  - [PulseMCP](https://pulsemcp.com) [COMMUNITY-TOOL] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - [Automating Microsoft Sentinel Deployment with Azure DevOps CI/CD](https://noodlemctwoodle.medium.com/automating-microsoft-sentinel-deployment-with-azure-devops-ci-cd-2d4ae0c4e254) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Scaling Applications in the Cloud](https://medium.com/faun/scaling-applications-in-the-cloud-52bb6dfbac4e) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [blog.identitydigest.com: Azure AD workload identity federation with Kubernetes](https://blog.identitydigest.com/azuread-federate-k8s) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [charbelnemnom.com: Move Files Between Azure File Share Tiers and optimize' storage costs](https://charbelnemnom.com/move-files-between-azure-file-share-tiers) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [techrepublic.com: What can you do with Azure Files?](https://www.techrepublic.com/article/what-can-you-do-azure-files) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [satyenkumar.medium.com: Demystifying The Cloud: An Overview of the Microsoft' Azure 🌟🌟🌟](https://satyenkumar.medium.com/demystifying-the-cloud-computing-an-overview-of-the-microsoft-azure-6a5c1fb1799d) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/awesome-azure: Azure β€” Most Useful Azure Services Every Developer' Must Know](https://medium.com/awesome-azure/azure-most-useful-azure-services-every-developer-must-know-top-azure-paas-serverless-services-developer-c55b829ac6d7) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/microsoftazure: Ultimate guide for Enterprise-scale landing zone' for Azure](https://medium.com/microsoftazure/ultimate-guide-for-azure-cloud-adoption-framework-for-enterprise-scale-landing-zone-bba2a385134d) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [charbelnemnom.com: Exam AZ-305: Microsoft Certified: Azure Solutions Architect' Expert](https://charbelnemnom.com/az-305-exam-study-guide-azure-solutions-architect) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [info.acloud.guru: Deploying your first kubernetes app with Azure DevOps](https://info.acloud.guru/resources/deploy-kubernetes-app-with-azure-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium: Azure DevOps HandBook !](https://medium.com/@arunksingh16/azure-devops-handbook-d6dcd82da1b7) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [Azure DevOps Tips: β€œEach” Loops](https://medium.com/@therealjordanlee/azure-devops-tips-each-loops-c082c692d025) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/geekculture: Provision resources on AWS with Azure DevOps and' Terraform β€” Part I](https://medium.com/geekculture/provision-resources-on-aws-with-azure-devops-and-terraform-part-i-3c0de6d34fc9) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/@sdevsecops: How to implement DevSecOps in a Kubernetes cluster' environment-Github Actions and Azure DevOps](https://medium.com/@sdevsecops/how-to-implement-devsecops-in-a-kubernetes-cluster-environment-github-actions-and-azure-devops-522bdd121e34) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [towardsdev.com: Azure DevOps Project Creation and Setup via Terraform](https://towardsdev.com/azure-devops-project-creation-and-setup-via-terraform-3444ff985bae) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/@muppedaanvesh: Azure DevOps β€” Self Hosted Agents on Kubernetes' β€” PART-1](https://medium.com/@muppedaanvesh/azure-devops-self-hosted-agents-on-kubernetes-part-1-aa91e7912f79) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/@DevOps-Diva.o: Implementing Security on Azure DevOps Pipelines](https://medium.com/@DevOps-Diva.o/implementing-security-on-azure-devops-pipelines-a653da4862a9) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [stackoverflow.com: What is the difference between an Azure tenant and' Azure subscription?](https://stackoverflow.com/questions/47307368/what-is-the-difference-between-an-azure-tenant-and-azure-subscription) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/medialesson: Create Azure Active Directory App Registration' with Azure CLI](https://medium.com/medialesson/create-azure-active-directory-app-registration-with-azure-cli-3241aa3824c5) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [inkoop.io: How to get Azure API Credentials](https://www.inkoop.io/blog/how-to-get-azure-api-credentials) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/medialesson: Assigning Azure built-in roles vs Azure AD built-in' roles with Azure CLI](https://medium.com/medialesson/assigning-azure-built-in-roles-vs-azure-ad-built-in-roles-with-azure-cli-d1cbf56fcdbe) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [yoshevski.medium.com: Cost-effective Azure Devops and AppCenter integration](https://yoshevski.medium.com/cost-effective-azuredevops-and-appcenter-integration-fe606725d5d5) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [reddit.com: PowerShell Core yaml support?](https://www.reddit.com/r/PowerShell/comments/flzsx5/powershell_core_yaml_support) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [jinwookim928.medium.com: Automation Script for Git Flow on PowerShell](https://jinwookim928.medium.com/automation-script-for-git-flow-on-powershell-70d0596f6da8) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [hashicorp.com: Managing Terraform Cloud With PowerShell](https://www.hashicorp.com/resources/managing-terraform-cloud-with-powershell) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [mssqltips.com: PowerShell for the DBA - If Else and Switch statements](https://www.mssqltips.com/sqlservertip/7188/powershell-if-if-else-switch-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [4sysops.com: Use PsExec and PowerShell together](https://4sysops.com/archives/use-psexec-and-powershell-together) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [visualstudiomagazine.com: PowerShell Crescendo Now Generally Available](https://visualstudiomagazine.com/articles/2022/03/10/powershell-crescendo-ga.aspx?m=1) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium.com/codex: 7 Best Practices for Data Ingestion](https://medium.com/codex/7-best-practices-for-data-ingestion-f336c6b5128c) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [denniszielke.medium.com: Using Azure Container Apps at scale instead of' your building your own NaaS on top of K8s?](https://denniszielke.medium.com/using-azure-container-apps-at-scale-instead-of-your-building-your-own-naas-on-top-of-k8s-7c4760c2511f) [COMMUNITY-TOOL] β€” *Go to [Section](./azure.md)*
-  - [medium: Argo CD: A Tool for Kubernetes DevOps](https://medium.com/geekculture/argo-cd-a-tool-for-kubernetes-devops-c46f2881edfe) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [wecloudpro.com: Deploying Helm Charts with ArgoCD](https://www.wecloudpro.com/2021/11/28/Argocd-helm.html) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/gumgum-tech: Streamlining your Kubernetes adoption with Helmfile' / ArgoCD and GitOps](https://medium.com/gumgum-tech/streamlining-your-kubernetes-adoption-with-helmfile-argocd-and-gitops-211937e21e29) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [levelup.gitconnected.com: Getting Started With ArgoCD on your Kubernetes' Cluster](https://levelup.gitconnected.com/getting-started-with-argocd-on-your-kubernetes-cluster-552ca5d8cf41) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [igboie.medium.com: Kubernetes CI/CD with GitHub, GitHub Actions and Argo' CD](https://igboie.medium.com/kubernetes-ci-cd-with-github-github-actions-and-argo-cd-36b88b6bda64) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/containers-101: Using GitOps, Multiple Argo Instances, and Environments' with Argo CD at Scale](https://medium.com/containers-101/using-gitops-multiple-argo-instances-and-environments-with-argo-cd-at-scale-e6b19c86be36) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@ScrumPokerPro: Cloud native architecture with Kubernetes and' ArgoCD](https://medium.com/@ScrumPokerPro/cloud-native-architecture-with-kubernetes-and-argocd-ebecda7784b8) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: Deploying Argo CD and Sealed Secrets with Helm](https://faun.pub/deploying-argo-cd-and-sealed-secrets-with-helm-8de12f53051b) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [amralaayassen.medium.com: How to create ArgoCD Applications Automatically' using ApplicationSet? β€œAutomation of GitOps”](https://amralaayassen.medium.com/how-to-create-argocd-applications-automatically-using-applicationset-automation-of-the-gitops-59455eaf4f72) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [blog.akuity.io: Unveil the Secret Ingredients of Continuous Delivery at' Enterprise Scale with Argo CD](https://blog.akuity.io/unveil-the-secret-ingredients-of-continuous-delivery-at-enterprise-scale-with-argo-cd-7c5b4057ee49) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [prashant-48386.medium.com: Continuous Delivery for Kubernetes With Argo' CD](https://prashant-48386.medium.com/continuous-delivery-for-kubernetes-with-argo-cd-9d5f3b69f1db) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@outlier.developer: Getting Started with ArgoCD for GitOps Kubernetes' Deployments](https://medium.com/@outlier.developer/getting-started-with-argocd-for-gitops-kubernetes-deployments-fafc2ad2af0) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@hmquan08011996: Setup Microservices on Kubernetes β€” Automating' Kubernetes with ArgoCD](https://medium.com/@hmquan08011996/setup-microservices-on-kubernetes-automating-kubernetes-with-argocd-cb94622dac5b) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [kamsjec.medium.com: ArgoCD Setup on Kubernetes/OpenShift Cluster](https://kamsjec.medium.com/argocd-setup-on-kubernetes-openshift-cluster-f7340344c017) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@versentfastforward: GitOps on Kubernetes with ArgoCD](https://medium.com/@versentfastforward/gitops-and-argocd-to-automate-kubernetes-deployments-640f3a086865) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@versentfastforward: One-click Bootstrap Deployment of ArgoCD](https://medium.com/@versentfastforward/one-click-bootstrap-deployment-of-argocd-e06f848aacc5) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@versentfastforward: Structuring Your Repo for ArgoCD, Part 1](https://medium.com/@versentfastforward/structuring-your-repo-for-argocd-part-1-582817713b0) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: Continuous Deployments of Kubernetes Applications using Argo CD' GitOps & Helm Charts](https://faun.pub/continuous-deployments-of-kubernetes-applications-using-argo-cd-gitops-helm-charts-9df917caa2e4) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [jamalshahverdiev.medium.com: ArgoCD ApplicationSet with Applications, Image' Updater and Notification controller with SSO](https://jamalshahverdiev.medium.com/argocd-applicationset-with-applications-image-updater-and-notification-controller-with-sso-bba3182dad8a) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: Hygiene of an ArgoCD-built automation at a scale](https://faun.pub/hygiene-of-argocd-built-automation-at-a-scale-cf63ee459510) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [blog.devgenius.io: Argo CD Introduction](https://blog.devgenius.io/argo-cd-introduction-4b16f50b0d56) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [figments.medium.com: ArgoCD: The first step towards GitOps](https://figments.medium.com/argocd-the-first-step-towards-gitops-899732fbc33e) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@nsfabrice2009: How to install ArgoCD on k8s cluster](https://medium.com/@nsfabrice2009/how-to-install-argocd-on-k8s-cluster-ad9084c71f16) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/containers-101: How to Install and Upgrade Argo CD](https://medium.com/containers-101/how-to-install-and-upgrade-argo-cd-a64f4635f97b) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/containers-101: Argo CD Best Practices](https://medium.com/containers-101/best-practices-for-argo-cd-8253bcd31897) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [gokhan-karadas1992.medium.com: ArgoCD + Kubevela Integration](https://gokhan-karadas1992.medium.com/argocd-kubevela-integration-eb88dc0484e0) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [blog.tanmaysarkar.tech: Beginners Guide to Argo CD](https://blog.tanmaysarkar.tech/beginners-guide-to-argo-cd) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/devops-techable: GitOps with ArgoCD running in Kubernetes for' deployment processing](https://medium.com/devops-techable/gitops-with-argocd-running-in-kubernetes-for-deployment-processing-c5d21770ca97) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@eduard.mihai.lemnaru: Auto-update helm chart version using ArgoCD](https://medium.com/@eduard.mihai.lemnaru/auto-update-helm-chart-version-using-argocd-4936933a2bac) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [53jk1.medium.com: ArgoCD: The Continuous Delivery Solution for Kubernetes](https://53jk1.medium.com/argocd-the-continuous-delivery-solution-for-kubernetes-ae5b008e76d1) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@jon.mclean: ArgoCD: The GitOps Way](https://medium.com/@jon.mclean/argocd-the-gitops-way-90f7eb0d2606) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@devopsrockers: Blue-Green Deployment on EKS using Argocd with' Kubecost, Istio, External DNS, Grafana-Prometheus and More: β€œBuild, Deploy a Resilient and Observability-Driven Application”](https://medium.com/@devopsrockers/blue-green-deployment-on-eks-using-argocd-with-kubecost-istio-external-dns-grafana-prometheus-d5d5508f0748) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@samuelbagattin: Partial Helm values encryption using AWS KMS' with ArgoCD](https://medium.com/@samuelbagattin/partial-helm-values-encryption-using-aws-kms-with-argocd-aca1c0d36323) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [blog.devops.dev: GitOps at Scale](https://blog.devops.dev/gitops-at-scale-69639c9a3dd7) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@jerome.decoster: Create temporary environment from Pull Request' with ArgoCD ApplicationSet](https://medium.com/@jerome.decoster/create-temporary-environment-from-pull-request-with-argocd-applicationset-1cef9803223a) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@geoffrey.muselli: ArgoCD: Multi-cluster Helm charts management' in mono-repo](https://medium.com/@geoffrey.muselli/argocd-multi-cluster-helm-charts-installation-in-mono-repo-0a406ff7c578) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/otomi-platform: Helmfile and ArgoCD are better together](https://medium.com/otomi-platform/helmfile-and-argocd-better-together-f8d4587263ff) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [overcast.blog: GitOps with ArgoCD for Kubernetes](https://overcast.blog/gitops-with-argocd-for-kubernetes-tips-and-tricks-4b926ba75f88) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/globant: Using multiple sources for a Helm Chart deployment in' ArgoCD](https://medium.com/globant/using-multiple-sources-for-a-helm-chart-deployment-in-argocd-cf3cd2d598fc) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: ArgoCD Finalizer Shield: Protecting Your Production Clusters from' Unintended Deletion](https://faun.pub/argocd-finalizer-shield-protecting-your-clusters-from-unintended-deletion-c7929a82d983) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [overcast.blog: Kubernetes β€” ArgoCD β€” Gitlab Webhook Configuration](https://overcast.blog/kubernetes-argocd-gitlab-webhook-configuration-30bc5a75139e) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [dnastacio.medium.com: Six critical blindspots while securing Argo CD](https://dnastacio.medium.com/gitops-argocd-security-cbb6fb6378bb) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [jijujacob27.medium.com: Sharded applications on Kubernetes using Helm, ArgoCD,' and Argo-Rollouts](https://jijujacob27.medium.com/sharded-saas-applications-on-kubernetes-using-helm-argocd-and-argo-rollouts-a683c66f8646) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/@ej.sta.ana: Easy Blue-Green Deployment on Openshift Container' Platform using Argo Rollouts](https://medium.com/@ej.sta.ana/easy-blue-green-deployment-on-openshift-container-platform-using-argo-rollouts-4d514b3c5c0f) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/everything-full-stack: Deployment Strategies: Argo Rollouts](https://medium.com/everything-full-stack/deployment-strategies-argo-rollouts-1980fc0685e6) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: Kubernetes Practice β€” Automating Blue/Green Deployment with Argo' Rollouts](https://faun.pub/kubernetes-practice-automating-blue-green-deployment-with-argo-rollouts-2279aa890c53) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [faun.pub: How Helm Subcharts Make the Transition to Argo Rollouts a Breeze](https://faun.pub/how-helm-subcharts-make-the-transition-to-argo-rollouts-a-breeze-aaf160924dbf) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [medium.com/atlantbh: Implementing CI/CD pipeline using Argo Workflows and' Argo Events 🌟](https://medium.com/atlantbh/implementing-ci-cd-pipeline-using-argo-workflows-and-argo-events-6417dd157566) [COMMUNITY-TOOL] β€” *Go to [Section](./argo.md)*
-  - [Wikipedia.org: Continuous Integration](https://en.wikipedia.org/wiki/Continuous_integration) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [Wikipedia.org: Continuous Delivery](https://en.wikipedia.org/wiki/Continuous_delivery) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [DZone: Continuous Integration: Servers and Tools](https://dzone.com/refcardz/continuous-integration-servers) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [acloud.guru: How youtr org predicts your CI/CD pipeline](https://info.acloud.guru/resources/brazeal-how-your-org-predicts-your-ci/cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [Dzone refcard: Continuous Delivery - Patterns and Anti-Patterns in the Software' Lifecycle 🌟](https://dzone.com/refcardz/continuous-delivery-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [ammeon.com: 5 Tips For Building A CI/CD Pipeline](https://www.ammeon.com/5-tips-for-building-ci-cd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium: What is CI/CD Pipeline in DevOps? 🌟🌟](https://medium.com/faun/what-is-ci-cd-pipeline-in-devops-6fba17a76e73) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium: How to build an efficient CI/CD pipeline 🌟🌟](https://medium.com/@sanjayaben/how-to-build-an-efficient-ci-cd-pipeline-b5738ad567c8) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [javi-kata.medium.com: CI/CD the journey of a dummy team 🌟](https://javi-kata.medium.com/ci-cd-the-journey-of-a-dummy-team-f51a061684bc) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [tripwire.com: Everything You Need to Know About CI/CD and Security](https://www.tripwire.com/state-of-security/devops/everything-need-to-know-about-ci-cd-security) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [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€” *Go to [Section](./cicd.md)*
-  - [blog.thundra.io: Why a CI/CD Pipeline Makes Good Business Sense](https://blog.thundra.io/why-a-ci/cd-pipeline-makes-good-business-sense) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [javacodegeeks.com: The Case Against CI/CD](https://www.javacodegeeks.com/2021/08/the-case-against-ci-cd.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium: Automated Build and Deploy Pipelines for Kubernetes](https://medium.com/codezero-reflections/automated-build-and-deploy-pipelines-for-kubernetes-d268542cca52) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium: Next Generation Kubernetes Deployments](https://medium.com/codezero-reflections/next-generation-kubernetes-deployments-12637eae9d68) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [levelup.gitconnected.com: Basics of CI/CD](https://levelup.gitconnected.com/basics-of-ci-cd-a98340c60b04) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [techrepublic.com: CI/CD platforms: How to choose the right continuous integration' and delivery system for your business](https://www.techrepublic.com/article/how-to-choose-the-right-cicd-platform) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium.com/softwareimprovementgroup: CI/CD best practices: How to set up' your pipeline](https://medium.com/softwareimprovementgroup/ci-cd-best-practices-how-to-set-up-your-pipeline-4643eea14bfa) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium.com/dynatrace-engineering: How to combine and automate infrastructure' and application deployment in a microservice environment](https://medium.com/dynatrace-engineering/how-to-combine-and-automate-infrastructure-and-application-deployment-in-a-microservice-environment-a16b664bb8b5) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium.com/@rifkikarimr: Continuous Integration and Continuous Deployment:' Best Practices for DevOps 🌟](https://medium.com/@rifkikarimr/continuous-integration-and-continuous-deployment-best-practices-for-devops-b99eac071a5c) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [guru99.com: CI/CD Pipeline: Learn with Example 🌟🌟🌟](https://www.guru99.com/ci-cd-pipeline.html) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [dzone.com: How To Build an Effective CI/CD Pipeline](https://dzone.com/articles/how-to-build-an-effective-cicd-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [hart-michael.medium.com: Why You Need Continuous Deployment](https://hart-michael.medium.com/why-you-need-continuous-deployment-93d7b5936523) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [dzone.com: An Overview of CI/CD Pipelines With Kubernetes](https://dzone.com/articles/an-overview-of-cicd-pipelines-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [betanews.com: Overcoming observability challenges in the CI/CD Pipeline](https://betanews.com/2022/01/26/overcoming-observability-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [medium: Continuous Kubernetes blue-green deployments on Azure using Nginx,' AppGateway or TrafficManager β€” part 2](https://medium.com/@denniszielke/continuous-kubernetes-blue-green-deployments-on-azure-using-nginx-appgateway-or-trafficmanager-4490bce29cb) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [gitconnected.com: Blue-Green with Canary Deployment β€” A Novel approach](https://levelup.gitconnected.com/blue-green-with-canary-deployment-a-novel-approach-2cee77ff564d) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [cd.foundation: Intro to Deployment Strategies: Blue-Green, Canary, and More' 🌟](https://cd.foundation/blog/2021/03/24/intro-to-deployment-strategies-blue-green-canary-and-more) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [devopslearners.com: Blue-Green vs Canary Deployment](https://devopslearners.com/blue-green-vs-canary-deployment-76436d7f6bc1) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [mediatemple.net: Cloud-Native CI/CD Workflows in AWS: 3 Use Cases](https://mediatemple.net/blog/cloud-hosting/cicd-workflows-aws-3-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [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€” *Go to [Section](./cicd.md)*
-  - [betterprogramming.pub: When Should You Self-Host CI Tools? | William Anderson](https://betterprogramming.pub/when-should-you-self-host-ci-tools-330fc38d2a6) [COMMUNITY-TOOL] β€” *Go to [Section](./cicd.md)*
-  - [magalix.com: Monitoring Kubernetes Clusters Through Prometheus & Grafana' 🌟](https://www.magalix.com/blog/monitoring-of-kubernetes-cluster-through-prometheus-and-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [en.wikipedia.org/wiki/List_of_performance_analysis_tools](https://en.wikipedia.org/wiki/List_of_performance_analysis_tools) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [InspectIT](https://en.wikipedia.org/wiki/InspectIT) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [VisualVM](https://en.wikipedia.org/wiki/VisualVM) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [OverOps](https://en.wikipedia.org/wiki/OverOps) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [dzone: 8 Options for Capturing Thread Dumps](https://dzone.com/articles/how-to-take-thread-dumps-7-options) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [Wikipedia: Application Performance Index](https://en.wikipedia.org/wiki/Apdex) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone.com: Kubernetes Monitoring: Best Practices, Methods, and Existing' Solutions](https://dzone.com/articles/kubernetes-monitoring-best-practices-methods-and-e) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [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€” *Go to [Section](./monitoring.md)*
-  - [matiasmct.medium.com: Observability at Scale](https://matiasmct.medium.com/observability-at-scale-52d0d9a5fb9b) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: Top 11 Open Source Monitoring Tools for Kubernetes 🌟](https://logz.io/blog/open-source-monitoring-tools-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [faun.pub: DevOps Meets Observability 🌟](https://faun.pub/devops-meets-observability-78775c021b0e) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [blog.thundra.io: What CI Observability Means for DevOps 🌟](https://blog.thundra.io/what-ci-observability-means-for-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com: Monitoring Microservices - Part 1: Observability | Anderson' Carvalho](https://medium.com/geekculture/monitoring-microservices-part-1-observability-b2b44fa3e67e) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [cncf.io: How to add observability to your application pipeline](https://www.cncf.io/blog/2021/11/23/how-to-add-observability-to-your-application-pipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [storiesfromtheherd.com: Unpacking Observability](https://storiesfromtheherd.com/unpacking-observability-a-beginners-guide-833258a0591f) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: A Monitoring Reality Check: More of the Same Won’t Work](https://logz.io/blog/monitoring-reality-check) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/buildpiper: Observability for Monitoring Microservices β€” Top' 5 Ways!](https://medium.com/buildpiper/observability-for-monitoring-microservices-top-5-ways-587871e726d0) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@cbkwgl: Continuous Monitoring in DevOps 🌟](https://medium.com/@cbkwgl/continuous-monitoring-in-devops-8d4db48a0e24) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: The Open Source Observability Adoption and Migration Curve](https://logz.io/blog/open-source-observability-adoption-migration-curve) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [tiagodiasgeneroso.medium.com: Observability Concepts you should know](https://tiagodiasgeneroso.medium.com/observability-concepts-you-should-know-943fc057b208) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [faun.pub: Getting started with Observability](https://faun.pub/getting-started-with-observability-657d57aab1c7) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@badawekoo: Monitoring in DevOps lifecycle](https://medium.com/@badawekoo/monitoring-in-devops-lifecycle-4d9a2f277eb0) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [laduram.medium.com: The Future of Observability](https://laduram.medium.com/the-future-of-observability-c33cd7ff644a) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/kubeshop-i: Top 8 Open-Source Observability & Testing Tools](https://medium.com/kubeshop-i/top-8-open-source-observability-testing-tools-9341a361a634) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone: 11 Observability Tools You Should Know 🌟](https://dzone.com/articles/11-observability-tools-you-should-know-in-2023) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/devops-techable: Setup monitoring with Prometheus and Grafana' in Kubernetes β€” Start monitoring your Kubernetes cluster resources](https://medium.com/devops-techable/setup-monitoring-with-prometheus-and-grafana-in-kubernetes-start-monitoring-your-kubernetes-a3071f083fa6) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/cloud-native-daily: Why You Shouldn’t Fear to Adopt OpenTelemetry' for Observability](https://medium.com/cloud-native-daily/why-you-shouldnt-fear-to-adopt-opentelemetry-for-observability-fcb6371ea8fe) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@bijit211987: Observability Driven Development (ODD)-Enhancing' System Reliability](https://medium.com/@bijit211987/observability-driven-development-2bc2cdde8661) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [OCP 3.11 Metrics and Logging](https://docs.openshift.com/container-platform/3.11/release_notes/ocp_3_11_release_notes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [Prometheus Cluster Monitoring 🌟](https://docs.openshift.com/container-platform/3.11/install_config/prometheus_cluster_monitoring.html) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [cncf.io: Monitoring micro-front ends on Kubernetes with NGINX 🌟](https://www.cncf.io/blog/2023/02/01/monitoring-micro-front-ends-on-kubernetes-with-nginx) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone: Getting Started With Kibana Advanced Searches](https://dzone.com/articles/getting-started-with-kibana-advanced-searches) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone: Kibana Hacks: 5 Tips and Tricks](https://dzone.com/articles/kibana-hacks-5-tips-and-tricks) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [juanonlab.com: Dashboards de Kibana](https://www.juanonlab.com/blog/es/dashboards-de-kibana) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [betterprogramming.pub: The Art of Logging](https://betterprogramming.pub/creating-a-human-and-machine-freindly-logging-format-bb6d4bb01dca) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [Store NGINX access logs in Elasticsearch with Logging operator 🌟](https://banzaicloud.com/docs/one-eye/logging-operator/quickstarts/es-nginx) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [blog.streammonkey.com: How We Serverlessly Migrated 1.58 Billion Elasticsearch' Documents](https://blog.streammonkey.com/how-we-serverlessly-migrated-1-58-billion-elasticsearch-documents-33ad3d0d7c4f) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone: Running Elasticsearch on Kubernetes](https://dzone.com/articles/running-elasticsearch-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium: Which Elasticsearch Provider is Right For You? 🌟](https://medium.com/gigasearch/which-elasticsearch-provider-is-right-for-you-3d596a65e704) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/hepsiburadatech: Hepsiburada Search Engine on Kubernetes](https://medium.com/hepsiburadatech/hepsiburada-search-engine-on-kubernetes-1fe03a3e71a3) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [search-guard.com/sgctl-elasticsearch: SGCTL - TAKE BACK CONTROL](https://search-guard.com/sgctl-elasticsearch) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium: A detailed guide to deploying Elasticsearch on Elastic Cloud on' Kubernetes (ECK)](https://medium.com/99dotco/a-detail-guide-to-deploying-elasticsearch-on-elastic-cloud-on-kubernetes-eck-31808ac60466) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [opensearch.org 🌟](https://opensearch.org) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: Logz.io Announces Support for OpenSearch; A Community-driven Open' Source Fork of Elasticsearch and Kibana](https://logz.io/news-posts/logz-io-announces-support-for-opensearch-a-community-driven-open-source-fork-of-elasticsearch-and-kibana) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [techrepublic.com: OpenSearch: AWS rolls out its open source Elasticsearch' fork](https://www.techrepublic.com/article/opensearch-aws-rolls-out-its-open-source-elasticsearch-fork) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: OpenSearch Is Now Generally Available!](https://logz.io/blog/opensearch-1-0-ga-generally-available-elasticsearch-kibana-fork) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium: Logging with EFK - Pratyush Mathur](https://medium.com/@pratyush.mathur/logging-with-efk-1c2e131496d) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@CuriousLearner: Deploying EFK stack on Kubernetes](https://medium.com/@CuriousLearner/deploying-efk-stack-on-kubernetes-c25ba2682c99) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@tech_18484: Simplifying Kubernetes Logging with EFK Stack](https://medium.com/@tech_18484/simplifying-kubernetes-logging-with-efk-stack-158da47ce982) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: A Beginner’s Guide to Logstash Grok](https://logz.io/blog/logstash-grok) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [logz.io: Grok Pattern Examples for Log Parsing](https://logz.io/blog/grok-pattern-examples-for-log-parsing) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone.com: The Keys to Performance Tuning and Testing](https://dzone.com/articles/the-keys-to-performance-tuning-and-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [How to read a Thread Dump](https://dzone.com/articles/how-to-read-a-thread-dump) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [awkwardferny.medium.com: Setting up Distributed Tracing in Kubernetes with' OpenTracing, Jaeger, and Ingress-NGINX](https://awkwardferny.medium.com/setting-up-distributed-tracing-with-opentelemetry-jaeger-in-kubernetes-ingress-nginx-cfdda7d9441d) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [ploffay.medium.com: Five years evolution of open-source distributed tracing' 🌟](https://ploffay.medium.com/five-years-evolution-of-open-source-distributed-tracing-ec1c5a5dd1ac) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [Medium: Distributed Tracing and Monitoring using OpenCensus](https://medium.com/@rghetia/distributed-tracing-and-monitoring-using-opencensus-fe5f6e9479fb) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [Dzone: Zipkin vs. Jaeger: Getting Started With Tracing](https://dzone.com/articles/zipkin-vs-jaeger-getting-started-with-tracing) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium.com/@bijit211987: Grafana with OpenTelemetry, Vendor-neutral and' open-source approach](https://medium.com/@bijit211987/grafana-with-opentelemetry-vendor-neutral-and-open-source-approach-ab4bc08f67e9) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium: Jaeger VS OpenTracing VS OpenTelemetry](https://medium.com/jaegertracing/jaeger-and-opentelemetry-1846f701d9f2) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [medium: Using Jaeger and OpenTelemetry SDKs in a mixed environment with' W3C Trace-Context](https://medium.com/jaegertracing/jaeger-clients-and-w3c-trace-context-c2ce1b9dc390) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [APM in wikipedia](https://en.wikipedia.org/wiki/Application_performance_management) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [dzone.com: APM Tools Comparison](https://dzone.com/articles/apm-tools-comparison-which-one-should-you-choose) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [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€” *Go to [Section](./monitoring.md)*
-  - [Krossboard: A centralized usage analytics approach for multiple Kubernetes](https://itnext.io/in-search-of-converged-usage-analytics-for-multiple-managed-kubernetes-c5108cb7f0e1) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [stackpulse.com: Automated Kubernetes Pod Restarting Analysis with StackPulse](https://stackpulse.com/blog/automated-kubernetes-pod-restarting-analysis-with-stackpulse) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [hashicorp.com: Monitoring as Code with Terraform Cloud and Checkly](https://www.hashicorp.com/blog/monitoring-as-code-with-terraform-cloud-and-checkly) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [OpenTelemetry (OTel) vs Application Performance Monitoring (APM)](https://medium.com/@rahul.fiem/opentelemetry-otel-vs-application-performance-monitoring-apm-86ae829877cf) [COMMUNITY-TOOL] β€” *Go to [Section](./monitoring.md)*
-  - [Project Calico](https://www.projectcalico.org) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [AWS-VPC](https://en.wikipedia.org/wiki/Amazon_Virtual_Private_Cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [medium.com: Fighting Service Latency in Microservices With Kubernetes](https://medium.com/@sindhujacynixit/fighting-service-latency-in-microservices-with-kubernetes-f5a584f5af36) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com: Kubernetes NodePort vs LoadBalancer vs Ingress? When should' I use what? 🌟](https://medium.com/google-cloud/kubernetes-nodeport-vs-loadbalancer-vs-ingress-when-should-i-use-what-922f010849e0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Service Types in Kubernetes? 🌟](https://medium.com/faun/service-types-in-kubernetes-24a1587677d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [eevans.co: Deconstructing Kubernetes Networking](https://eevans.co/blog/deconstructing-kubernetes-networking) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: How to setup Hetzner load balancer on a Kubernetes cluster](https://medium.com/@jmrobles/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [zhimin-wen.medium.com: Sticky Sessions in Kubernetes 🌟](https://zhimin-wen.medium.com/sticky-sessions-in-kubernetes-56eb0e8f257d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [jmrobles.medium.com: How to setup Hetzner load balancer on a Kubernetes' cluster](https://jmrobles.medium.com/how-to-setup-hetzner-load-balancer-on-a-kubernetes-cluster-2ce79ca4a27b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Create a Custom Annotation for the Kubernetes ingress-nginx Controller](https://medium.com/better-programming/creating-a-custom-annotation-for-the-kubernetes-ingress-nginx-controller-444e9d486192) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [ithands-on.com: Kubernetes 101 : External services - ExternalName, DNS and' Endpoints](https://www.ithands-on.com/2021/04/kubernetes-101-external-services.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [build.thebeat.co: A curious case of AWS NLB timeouts in Kubernetes](https://build.thebeat.co/a-curious-case-of-aws-nlb-timeouts-in-kubernetes-522bd88a3399) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Using nginx-ingress controller to restrict access by IP (ip whitelisting)' for a service deployed to a Kubernetes (AKS) cluster](https://medium.com/@maninder.bindra/using-nginx-ingress-controller-to-restrict-access-by-ip-ip-whitelisting-for-a-service-deployed-to-bd5c86dc66d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.teamhephy.info: Running Workflow Without Any LoadBalancer](https://blog.teamhephy.info/blog/posts/tutorials/running-workflow-without-any-loadbalancer.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Access Application Externally In Kubernetes Cluster using Load Balancer' Service](https://medium.com/codex/access-application-externally-in-kubernetes-cluster-using-load-balancer-service-d1b7858d51) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [techdozo.dev: gRPC load balancing on Kubernetes (using Headless Service)](https://techdozo.dev/grpc-load-balancing-on-kubernetes-using-headless-service) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [levelup.gitconnected.com: Setting up Application Load Balancer (Ingress)' for the Pods running in AWS EKS Fargate](https://levelup.gitconnected.com/setting-up-application-load-balancer-ingress-for-the-pods-running-in-aws-eks-fargate-519e20e97497) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [ystatit.medium.com: How to Change Kubernetes Kube-apiserver IP Address](https://ystatit.medium.com/how-to-change-kubernetes-kube-apiserver-ip-address-402d6ddb8aa2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [ithands-on.com: Kubernetes 101 : Changing a service type](https://www.ithands-on.com/2021/09/kubernetes-101-changing-service-type.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [technos.medium.com: Kubernetes Services for Absolute Beginners β€” NodePort' 🌟](https://technos.medium.com/kubernetes-services-for-absolute-beginners-nodeport-139b7060fe3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [fransemalila.medium.com: Kubernetes Networking](https://fransemalila.medium.com/kubernetes-networking-cea2e1b7d2b3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/the-programmer: Working With ClusterIP Service Type In Kubernetes](https://medium.com/the-programmer/working-with-clusterip-service-type-in-kubernetes-45f2c01a89c8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [olamiko.medium.com: Technical Series: Kubernetes Networking](https://olamiko.medium.com/technical-series-kubernetes-networking-5a5dc3823163) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [devopslearners.com: Kubernetes Ingress Tutorial For Beginners](https://devopslearners.com/kubernetes-ingress-tutorial-for-beginners-26c2f7727bc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/techbeatly: Kubernetes Networking Fundamentals](https://medium.com/techbeatly/kubernetes-networking-fundamentals-d30baf8a28c8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [rajivsharma-2205.medium.com: Demystify how traffic reaches directly to pod' on using alb.ingress.kubernetes.io/target-type: ip](https://rajivsharma-2205.medium.com/demystify-how-traffic-reaches-directly-to-pod-on-using-alb-ingress-kubernetes-io-target-type-ip-f2d1be346b46) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/linux-shots: Kubernetes ingress as reverse proxy to Application' running outside cluster](https://medium.com/linux-shots/kubernetes-ingress-as-reverse-proxy-to-application-running-outside-cluster-206b6003f9cb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@zhaoyi0113: Kubernetes β€” How does service network work in the' cluster](https://medium.com/@zhaoyi0113/kubernetes-how-does-service-network-work-in-the-cluster-d235b69ff536) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@pavanbelagatti: Kubernetes Service Types Explained 🌟](https://medium.com/@pavanbelagatti/kubernetes-service-types-explained-2709cde3bc0c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/stakater: Efficiently Expose Services on Kubernetes (part 1)' 🌟](https://medium.com/stakater/efficiently-expose-services-on-kubernetes-494a80f88aad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [faun.pub: Kubernetes Service Types Tutorial | Pavan Belagatti 🌟](https://faun.pub/kubernetes-service-types-tutorial-39223391316c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/slalom-build: Managing Ingress Traffic on Kubernetes Platforms' 🌟](https://medium.com/slalom-build/managing-ingress-traffic-on-kubernetes-platforms-ebd537cdfb46) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [craig-godden-payne.medium.com: How does ingress work in Kubernetes?](https://craig-godden-payne.medium.com/how-does-ingress-work-in-kubernetes-f3b121d0351f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [sanjimoh.medium.com: Demystifying Kubernetes Networking β€” Episode 1](https://sanjimoh.medium.com/demystifying-kubernetes-networking-episode-1-ca5605a97f87) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@mehmetodabashi: Kubernetes networking and service object: Understanding' ClusterIp and nodePort with hands on study](https://medium.com/@mehmetodabashi/kubernetes-networking-and-service-object-understanding-clusterip-and-nodeport-with-hands-on-study-90cfeaf66e8c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@jasonmfehr: Inspecting Kubernetes Client to API Server Network' Traffic](https://medium.com/@jasonmfehr/inspecting-kubernetes-client-to-api-server-network-traffic-cd6d1802bb43) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/geekculture: K8s Network β€” CNI Introduction](https://medium.com/geekculture/k8s-network-cni-introduction-b035d42ad68f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/patilswapnilv: Getting Started with Kubernetes Networking' 🌟](https://medium.com/patilswapnilv/getting-started-with-kubernetes-networking-7e10623fc78f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [faun.pub: Kubernetes Ingress with Nginx](https://faun.pub/kubernetes-ingress-with-nginx-3c77e703e91a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [ovidiuborlean.medium.com: Networking latency measurement in Kubernetes with' Sockperf plugin](https://ovidiuborlean.medium.com/networking-latency-measurement-in-kubernetes-with-sockperf-plugin-68283a0ed989) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@muhidabid.cs: Why does Kubernetes need Ingress?](https://medium.com/@muhidabid.cs/why-does-kubernetes-need-ingress-73d969fb6ffe) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.devgenius.io: K8s β€” ipvs Mode Introduction](https://blog.devgenius.io/k8s-ipvs-mode-introduction-6457a02cd91a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [whyk8s.substack.com: Why not DNS?](https://whyk8s.substack.com/p/why-not-dns) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/geekculture: Kubernetes Gateway API: The Intro You Need To Read](https://medium.com/geekculture/kubernetes-gateway-api-the-intro-you-need-to-read-80965f7acd82) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [ksingh7.medium.com: Kubernetes Endpoint Object: Your Bridge to External' Services 🌟🌟](https://ksingh7.medium.com/kubernetes-endpoint-object-your-bridge-to-external-services-3fc48263b776) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@ahmet16ck: What Is Load Balancer and How Does It Work In Kubernetes' ? 🌟](https://medium.com/@ahmet16ck/what-is-load-balancer-and-how-does-it-work-in-kubernetes-5ab5f0537069) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/illuminations-mirror: Basic | Networking and Communication Between' Pods in Kubernetes](https://medium.com/illuminations-mirror/basic-networking-and-communication-between-pods-in-kubernetes-2e1627b03a87) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.devops.dev: Networking in Kubernetes](https://blog.devops.dev/networking-in-kubernetes-55dcf794b9cd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@mustafaaltunok: How Ingress, Service, Deployment and Pod Link' to each other](https://medium.com/@mustafaaltunok/how-ingress-service-deployment-and-pod-link-to-eachother-d3a6ae2c0e06) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.devops.dev: Demystifying Kubernetes:Understanding Ingress, Configuration,' and Best Practices](https://blog.devops.dev/demystifying-kubernetes-understanding-ingress-configuration-and-best-practices-fb34e33e5f5f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/google-cloud: Kubernetes Ingress Vs Gateway API 🌟](https://medium.com/google-cloud/kubernetes-ingress-vs-gateway-api-647ee233693d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/nerd-for-tech: Kubernetes: Deploying NGINX with a ConfigMap |' Chanel Jemmott](https://medium.com/nerd-for-tech/kubernetes-deploying-nginx-with-a-configmap-e8a2fe59bcb1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@sangjinn: How to communicate with Kubernetes workloads β€” Part' I. Service | Brandon Kang](https://medium.com/@sangjinn/how-to-communicate-with-kubernetes-workloads-1-service-abe1c5b03fc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [shahneil.medium.com: What Are Kubernetes Endpoints?](https://shahneil.medium.com/what-are-kubernetes-endpoints-and-how-to-use-them-a5a5da56f4d4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [fr4nk.xyz: Understanding Ingress in Kubernetes: A Comprehensive Guide](https://fr4nk.xyz/understanding-ingress-in-kubernetes-a-comprehensive-guide-b23b5cf37f8d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@rasikzilte711: Kubernetes Networking β€” A Guide to Services,' Ingress, Network Policies, DNS, and CNI Plugins](https://medium.com/@rasikzilte711/kubernetes-networking-a-guide-to-services-ingress-network-policies-dns-and-cni-plugins-fc1ad7d22ab4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/codex: Capture tcpdump with ksniff and wireshark from Kubernetes](https://medium.com/codex/capture-tcpdump-with-ksniff-and-wireshark-from-kubernetes-c212b93ff9f9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [adil.medium.com: Network Traffic Shaping in Kubernetes: Topology Aware Routing](https://adil.medium.com/network-traffic-shaping-in-kubernetes-topology-aware-routing-e4ea4a03dd20) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [kuderko.medium.com: Fixing bad CPU usage distribution in Kubernetes 🌟](https://kuderko.medium.com/fixing-bad-cpu-usage-distribution-in-kubernetes-e1e43ed87cd6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com: Headless Kubernetes Service](https://medium.com/@bubu.tripathy/headless-k8s-service-924c689607a7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [goglides.dev: Headless services in Kubernetes Vs Regular Service: What,' Why, and How?](https://www.goglides.dev/bkpandey/headless-services-in-kubernetes-what-why-and-how-39fl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [whyk8s.substack.com: Why NetworkPolicies?](https://whyk8s.substack.com/p/why-networkpolicies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [yuminlee2.medium.com: Kubernetes Network Policies](https://yuminlee2.medium.com/kubernetes-network-policies-a93c2f588e31) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [bagas-awibowo.medium.com: Helm β€” Templating Network Policy using Helm](https://bagas-awibowo.medium.com/helm-templating-network-policy-using-helm-783b2f7e401a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [amy-ma.medium.com: Nginx Ingress Configuration](https://amy-ma.medium.com/ingress-configuration-d9f13c5bcf1a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@jonathan_37674: How to secure Kubernetes ingress? | By ARMO](https://medium.com/@jonathan_37674/how-to-secure-kubernetes-ingress-by-armo-cb86086ec540) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [engineering.backmarket.com: How we improved third-party availability and' latency with Nginx in Kubernetes 🌟](https://engineering.backmarket.com/how-we-improved-third-party-availability-and-latency-with-nginx-in-kubernetes-bb3fc7224ae4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [towardsdev.com: Kubernetes: Deploying Nginx Servers with ConfigMaps & Shared' Services with Minikube](https://towardsdev.com/kubernetes-deploying-nginx-servers-with-configmaps-shared-services-with-minikube-618aee9a8ff6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [faun.pub: How to Monitor and Alert on Ingress-NGINX in Kubernetes](https://faun.pub/how-to-monitor-and-alert-on-nginx-ingress-in-kubernetes-6d7d172f0399) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [sumanprasad.hashnode.dev: A Beginner's Guide to Ingress and Ingress Controllers' in Kubernetes](https://sumanprasad.hashnode.dev/a-beginners-guide-to-ingress-and-ingress-controllers-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [akyriako.medium.com: Configure path-based routing with Nginx Ingress Controller](https://akyriako.medium.com/configure-path-based-routing-with-nginx-ingress-controller-64a63cd4d6bd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.flomesh.io: Kubernetes Gateway API β€” Evolution of Service Networking](https://blog.flomesh.io/kubernetes-gateway-api-evolution-of-service-networking-aa76ec4efa7e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/google-cloud: Security with Kubernetes Gateway API 🌟](https://medium.com/google-cloud/security-with-kubernetes-gateway-api-dcbb934ed2a4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: How to Provision Network Policies in Kubernetes | AWS 🌟](https://medium.com/avmconsulting-blog/exploring-network-policies-in-kubernetes-c8a3d8ed00cb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [faun.pub: Control traffic flow to and from Kubernetes pods with Network' Policies](https://faun.pub/control-traffic-flow-to-and-from-kubernetes-pods-with-network-policies-bc384c2d1f8c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [loft-sh.medium.com: Kubernetes Network Policies: A Practitioner’s Guide' 🌟](https://loft-sh.medium.com/kubernetes-network-policies-a-practitioners-guide-c9bb4cdd0dbc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Kubernetes Network Policies: Are They Really Useful? 🌟](https://medium.com/codex/kubernetes-network-polices-are-they-really-useful-c3a153c49316) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [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€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.devgenius.io: Simplify Kubernetes Network Policy Generation](https://blog.devgenius.io/kubernetes-namespace-wide-network-policy-1126fafdf221) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.slycreator.com: Network Policies: Understanding Kubernetes Network' Policies](https://blog.slycreator.com/network-policies-understanding-kubernetes-network-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@charled.breteche: Kubernetes Security β€” Control pod to pod communications' with Cilium network policies](https://medium.com/@charled.breteche/kubernetes-security-control-pod-to-pod-communications-with-cilium-network-policies-d7275b2ed378) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [betterprogramming.pub: K8s: Network Policy Made Simple With Cilium Editor' 🌟](https://betterprogramming.pub/k8s-network-policy-made-simple-with-cilium-editor-a5b55781291c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Ingress service types in Kubernetes 🌟](https://medium.com/faun/ingress-service-types-in-kubernetes-3e9b68b78307) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [IP Address Management (IPAM)](https://en.wikipedia.org/wiki/IP_address_management) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [dzone: How to Understand and Set Up Kubernetes Networking 🌟](https://dzone.com/articles/how-to-understand-and-setup-kubernetes-networking) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Container Networking Interface aka CNI](https://medium.com/@vikram.fugro/container-networking-interface-aka-cni-bdfe23f865cf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: Calico for Kubernetes networking: the basics & examples](https://medium.com/flant-com/calico-for-kubernetes-networking-792b41e19d69) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [projectcalico.org: Advertising Kubernetes Service IPs with Calico and BGP](https://www.projectcalico.org/advertising-kubernetes-service-ips-with-calico-and-bgp) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.devgenius.io: K8s Networking β€” Calico (Part1)](https://blog.devgenius.io/k8s-networking-calico-part1-7f74395b6fe2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium.com/@arbnair97: Introduction to Kubernetes Network Policy and Calico' Based Network Policy](https://medium.com/@arbnair97/introduction-to-kubernetes-network-policy-and-calico-based-network-policy-675a7fa6b5dc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [medium: How to Autoscale the DNS Service in a Kubernetes Cluster](https://medium.com/faun/how-to-autoscale-the-dns-service-in-a-kubernetes-cluster-cbb46ae89678) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [iamitcohen.medium.com: DNS in Kubernetes, how does it work?](https://iamitcohen.medium.com/dns-in-kubernetes-how-does-it-work-7c4690fd813e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [levelup.gitconnected.com: Kubernetes with CoreDNS](https://levelup.gitconnected.com/kubernetes-with-coredns-e40772c5e6ee) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [blog.abaganon.com: Why you probably won’t use K8gb.io](https://blog.abaganon.com/going-global-with-kubernetes-490cf51e2bf8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-networking.md)*
-  - [cncf.io: Service Mesh Is Still Hard](https://www.cncf.io/blog/2020/10/26/service-mesh-is-still-hard) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: Part 1 β€” Why Red Hat Openshift Service Mesh? 🌟](https://medium.com/@maggarwa/part-1-why-red-hat-openshift-service-mesh-54b8b6ae1a8f) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [toptal.com: A Kubernetes Service Mesh Comparison 🌟](https://www.toptal.com/kubernetes/service-mesh-comparison) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [cncf.io: Networking with a service mesh: use cases, best practices, and' comparison of top mesh options](https://www.cncf.io/blog/2021/07/15/networking-with-a-service-mesh-use-cases-best-practices-and-comparison-of-top-mesh-options) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [blog.polymatic.systems: Service Mesh Wars, Goodbye Istio](https://blog.polymatic.systems/service-mesh-wars-goodbye-istio-b047d9e533c7) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: Microservices and the World with a Service Mesh | Adarsh Prabhu](https://medium.com/@adarsh.prabhu/microservices-and-the-world-with-a-service-mesh-ec9a709dd4b5) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium.com/elca-it: Service Mesh Performance Evaluation β€” Istio, Linkerd,' Kuma and Consul](https://medium.com/elca-it/service-mesh-performance-evaluation-istio-linkerd-kuma-and-consul-d8a89390d630) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium.com/@pauldotyu: Service Mesh Considerations](https://medium.com/@pauldotyu/service-mesh-considerations-117561f30295) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium.com/4th-coffee: A Comprehensive Tutorial on Service Mesh, Istio,' Envoy, Access Log, and Log Filtering](https://medium.com/4th-coffee/a-comprehensive-tutorial-on-service-mesh-istio-envoy-access-log-and-log-filtering-8f3d939c081d) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: The Roles of Service Mesh and API Gateways in Microservice Architecture' 🌟](https://medium.com/better-programming/the-roles-of-service-mesh-and-api-gateways-in-microservice-architecture-f6e7dfd61043) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: Consul in Kubernetes β€” Pushing to Production](https://medium.com/swlh/consul-in-kubernetes-pushing-to-production-223506bbe8db) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: HashiCorp Consul: Multi-Cloud and Multi-Platform Service Mesh](https://medium.com/hashicorp-engineering/hashicorp-consul-multi-cloud-and-multi-platform-service-mesh-372a82264e8e) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [hashicorp.com: Get Started with Consul Service Mesh on Kubernetes 🌟](https://www.hashicorp.com/blog/get-started-with-consul-service-mesh-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [HashiCorp Consul Ingress Gateways and L7 Traffic Management in Kubernetes](https://www.hashicorp.com/blog/hashicorp-consul-ingress-gateways-and-l7-traffic-management-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [hashicorp.com: Disaster Recovery for HashiCorp Consul on Kubernetes 🌟](https://www.hashicorp.com/blog/disaster-recovery-for-hashicorp-consul-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium: A Practical Guide to HashiCorp Consul β€” Part 1 🌟](https://medium.com/velotio-perspectives/a-practical-guide-to-hashicorp-consul-part-1-5ee778a7fcf4) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [hashicorp.com: Getting Started with HCP Consul: Frequently Asked Questions](https://www.hashicorp.com/blog/getting-started-with-hcp-consul-frequently-asked-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [cncf.io: Kubernetes network policies with Cilium and Linkerd](https://www.cncf.io/blog/2021/02/25/kubernetes-network-policies-with-cilium-and-linkerd) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [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€” *Go to [Section](./servicemesh.md)*
-  - [cncf.io: Why Linkerd doesn’t use Envoy](https://www.cncf.io/blog/2020/12/11/why-linkerd-doesnt-use-envoy) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium.com/attest-product-and-technology: Debugging mislabelled route metrics' from Linkerd](https://medium.com/attest-product-and-technology/debugging-mislabelled-route-metrics-from-linkerd-dda47fdff04a) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [medium.com/@eshiett314: Mutual TLS with Emissary-Ingress and Linkerd](https://medium.com/@eshiett314/mutual-tls-with-emissary-ingress-and-linkerd-4aa3ffe0413f) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [Google Cloud’s Traffic Director β€” What is it and how is it related to the Istio service-mesh?](https://medium.com/cloudzone/google-clouds-traffic-director-what-is-it-and-how-is-it-related-to-the-istio-service-mesh-c199acc64a6d) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [amalaruja.medium.com: Basic HTTP Routing Strategies with Envoy](https://amalaruja.medium.com/basic-http-routing-strategies-with-envoy-376be42559eb) [COMMUNITY-TOOL] β€” *Go to [Section](./servicemesh.md)*
-  - [awstip.com: Uploading files to S3 through API Gateway](https://awstip.com/uploading-files-to-s3-through-api-gateway-7bb78c0d0483) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-storage.md)*
-  - [medium: Kubernetes Storage Explained 🌟](https://medium.com/swlh/kubernetes-storage-explained-558e85596d0c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium: Solution architect’s guide to Kubernetes persistent storage](https://medium.com/weareservian/solution-architects-guide-to-kubernetes-persistant-storage-3c9660187e8f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [cncf.io: Container Attached Storage is Cloud Native Storage (CAS)](https://www.cncf.io/blog/2020/09/22/container-attached-storage-is-cloud-native-storage-cas) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium: Kubernetes Storage Performance Comparison v2 (2020 Updated) 🌟](https://medium.com/volterra-io/kubernetes-storage-performance-comparison-v2-2020-updated-1c0b69f0dcf4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium: Provisioning storage in Kubernetes](https://medium.com/avmconsulting-blog/provisioning-storage-in-kubernetes-e1dc5610318d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [blog.mayadata.io: Container Attached Storage (CAS) vs. Software-Defined' Storage - Which One to Choose?](https://blog.mayadata.io/container-attached-storage-cas-vs.-software-defined-storage-which-one-to-choose) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [blog.mayadata.io: Kubernetes storage basics: PV, PVC and StorageClass 🌟](https://blog.mayadata.io/kubernetes-storage-basics-pv-pvc-and-storageclass) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [ondat.io: Stateful Apps in Kubernetes are a big deal](https://www.ondat.io/blog/stateful-apps-in-kubernetes-are-a-big-deal) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [techgenix.com: Data Storage Management for Kubernetes - 5 movers and shakers](https://techgenix.com/data-storage-management-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/@amir.ilw: Kubernetes Storage Migration 🌟](https://medium.com/@amir.ilw/kubernetes-storage-migration-ac48f6f9f5a5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [discoblocks.io 🌟](https://discoblocks.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/geekculture: Storage | Kubernetes](https://medium.com/geekculture/storage-kubernetes-92eb3d027282) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/nerd-for-tech: Persistence with Kubernetes](https://medium.com/nerd-for-tech/persistence-with-kubernetes-46f039d9a2ad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [cncf.io: Kubernetes storage is complex, but it’s getting better](https://www.cncf.io/blog/2023/03/28/kubernetes-storage-is-complex-but-its-getting-better) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [yuminlee2.medium.com: Kubernetes: Storage](https://yuminlee2.medium.com/kubernetes-storage-fe5363d88d42) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/kubernetes-deveops: Kubernetes β€” Deploying Application with Persistent' Storage](https://medium.com/kubernetes-deveops/kubernetes-deploying-application-with-persistent-storage-5068767e25f3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [shuanglu1993.medium.com: What happens when volumeManager in the kubelet' starts?](https://shuanglu1993.medium.com/what-happens-when-volumemanager-in-the-kubelet-starts-1fea623ac6ce) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/codex: Kubernetes Persistent Volume Explained](https://medium.com/codex/kubernetes-persistent-volume-explained-fb27df29c393) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [giffgaff.io: Resizing StatefulSet Persistent Volumes with zero downtime' 🌟](https://www.giffgaff.io/tech/resizing-statefulset-persistent-volumes-with-zero-downtime) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [blog.cloudnloud.com: Kubernetes Volume](https://blog.cloudnloud.com/kubernetes-volume) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [portworx.com: Kubernetes Persistent Volume Tutorial by Portworx](https://portworx.com/tutorial-kubernetes-persistent-volumes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [devineer.medium.com: Get to Grips with Kubernetes Volumes: A Practical Tutorial](https://devineer.medium.com/get-to-grips-with-kubernetes-volumes-a-practical-tutorial-c41853c64f02) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [airplane.dev: How to use Kubernetes ephemeral volumes & storage 🌟](https://www.airplane.dev/blog/kubernetes-ephemeral-storage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [blog.devgenius.io: When K8s pods are stuck mounting large volumes](https://blog.devgenius.io/when-k8s-pods-are-stuck-mounting-large-volumes-2915e6656cb8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [Create ReadWriteMany PersistentVolumeClaims on your Kubernetes Cluster 🌟](https://medium.com/asl19-developers/create-readwritemany-persistentvolumeclaims-on-your-kubernetes-cluster-3a8db51f98e3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/@abdulfayis: storage Orchestration for Kubernetes](https://medium.com/@abdulfayis/storage-orchestration-for-kubernetes-c6370f943e23) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [Robin](https://robin.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [Portworx](https://portworx.com) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [MayaData](https://mayadata.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [goglides.io: Running OpenEBS in Kubernetes](https://goglides.io/running-openebs-in-kubernetes/371) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [LightOS](https://www.lightbitslabs.com/product) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [aesher9o1.medium.com: Autoscale large images faster using Longhorn (distributed' storage)](https://aesher9o1.medium.com/autoscale-large-images-faster-using-longhorn-distributed-storage-618d0cf01ba2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium.com/@abdelrhmanahmed131: Longhorn β€” Distributed Block Storage for' K8s](https://medium.com/@abdelrhmanahmed131/longhorn-distributed-block-storage-for-k8s-2ea11df400d1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [docs.netapp.com: Intro to Astra Data Store preview](https://docs.netapp.com/us-en/astra-data-store/concepts/intro.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [Curve: opencurve.io](https://opencurve.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [blog.kasten.io: Benchmarking and Evaluating Your Kubernetes Storage with' Kubestr](https://blog.kasten.io/benchmarking-kubernetes-storage-with-kubestr) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [Discoblocks: ondat.io/discoblocks](https://www.ondat.io/discoblocks) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-storage.md)*
-  - [medium: Using Crossplane to Provision a Kubernetes Cluster in Google Cloud](https://medium.com/dzerolabs/using-crossplane-to-provision-a-kubernetes-cluster-in-google-cloud-cf5374d765ee) [COMMUNITY-TOOL] β€” *Go to [Section](./crossplane.md)*
-  - [faun.pub: Defining Infrastructure Declaratively with Crossplane](https://faun.pub/defining-infrastructure-declaratively-with-crossplane-eb9e0a98ae38) [COMMUNITY-TOOL] β€” *Go to [Section](./crossplane.md)*
-  - [medium: Top 7 Best CI/CD Tools you should get your hands on in 2020](https://medium.com/devops-dudes/top-7-best-ci-cd-tools-you-should-get-your-hands-on-in-2020-832c29db936a) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [dzone: Jenkins vs GitLab CI: Battle of CI/CD Tools](https://dzone.com/articles/jenkins-vs-gitlab-ci-battle-of-cicd-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [blog.thundra.io: The CI/CD War of 2021: A Look at the Most Popular Technologies](https://blog.thundra.io/the-ci/cd-war-of-2021-a-look-at-the-most-popular-technologies) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [medium: Choosing a CI that grows at the same pace as a scale-up 🌟](https://medium.com/nerds-malt/choosing-a-ci-that-grows-at-the-same-pace-as-a-scale-up-f4e1c0648084) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [GitLab CI](https://dzone.com/articles/gitlab-ci-with-docker-environment-variable-quirks) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [blog.bitsrc.io: Github Actions or Jenkins? Making the Right Choice for You](https://blog.bitsrc.iogithub-actions-or-jenkins-making-the-right-choice-for-you-9ac774684c8) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [particule.io: Automatic build with Github Actions and Github Container Registry](https://particule.io/en/blogcicd-github-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [proandroiddev.com: Improving CI/CD pipeline for Android via Fastlane and' GitHub Actions](https://proandroiddev.comimproving-ci-cd-pipeline-for-android-via-fastlane-and-github-actions-a635162d2c53) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [hashicorp.com: Announcing HashiCorp Waypoint](https://www.hashicorp.com/blog/announcing-waypoint) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [Hands-on GitOps with OneDev and Kubernetes](https://robinshen.medium.com/hands-on-gitops-with-onedev-f05bd278f07c) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [Shippable (now part of JFrog Pipelines)](https://www.shippable.com) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [medium: Spinnaker The Hard Way](https://medium.com/searce/spinnaker-the-hard-way-278913f3f1d8) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [medium: Dailymotion’s journey from Jenkins to Jenkins X](https://medium.com/dailymotion/from-jenkins-to-jenkins-x-604b6cde0ce3) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [CloudBees Integrates Software Delivery Management Platform With Google Cloud Build and Tekton to Break Down Development Silos](https://www.previous.cloudbees.com/press/cloudbees-integrates-software-delivery-management-platform-google-cloud-build-and-tekton-break) [COMMUNITY-TOOL] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - [IBM Vault 2.0 UI Enhancements and Reporting Improvements](https://t.co/cvOceuueCF) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium: Technologies & Tools to Watch in 2021 🌟](https://medium.com/dev-genius/technologies-tools-to-watch-in-2021-a216dfc30f25) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [dzone.com: DevOps Toolchain for Beginners 🌟](https://dzone.com/articles/devops-toolchain-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [guru99.com: 30 Best DevOps Tools & Technologies](https://www.guru99.com/devops-tools.html) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [edureka.com: Top 10 DevOps Tools You Must Know In 2020](https://www.c/blog/top-10-devops-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium: DevOps tools Handbook 🌟](https://medium.com/@anujsharma12feb/devops-tools-handbook-b42487a53353) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [zigiwave.medium.com: Top 10 Tools your DevOps Teams Should Use in 2022](https://zigiwave.medium.com/top-10-tools-your-devops-teams-should-use-in-2022-569700f40426) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [faun.pub: Top 10 uncommon DevOps tools you should know](https://faun.pub/top-10-uncommon-devops-tools-you-should-know-f4f4464ec7f3) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium.com/leapp-cloud: Top 10 uncommon DevOps tools you should know](https://medium.com/leapp-cloud/top-10-uncommon-devops-tools-you-should-know-91dadde9777e) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium.com/4th-coffee: 10 New DevOps Tools to Watch in 2023 🌟](https://medium.com/4th-coffee/10-new-devops-tools-to-watch-in-2023-e974dbb1f1bb) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium.com/4th-coffee: 10 Best DevOps Tools for Start-ups](https://medium.com/4th-coffee/10-best-devops-tools-for-start-ups-91eb69bc3128) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [Relay](https://relay.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [blog.searce.com: Devtron: One-stop shop for all Kubernetes deployments](https://blog.searce.com/devtron-one-stop-shop-for-all-kubernetes-deployments-6f1c111a7ba1) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [medium.com/cp-massive-programming: Deploying Devtron in a Local K8s Kind' Cluster using Terraform](https://medium.com/cp-massive-programming/deploying-devtron-in-a-local-k8s-kind-cluster-using-terraform-cea9d4d9636) [COMMUNITY-TOOL] β€” *Go to [Section](./devops-tools.md)*
-  - [Exploring the (lack of) security in a typical Docker and Kubernetes installation](https://www.neowin.net/news/exploring-the-lack-of-security-in-a-typical-docker-and-kubernets-installation) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [securityboulevard.com: DevOps vs. DevSecOps – Here’s How They Fit Together](https://securityboulevard.com/2021/02/devops-vs-devsecops-heres-how-they-fit-together) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [addteq.com: The REAL Difference between DevOps and DevSecOps](https://www.addteq.com/blog/2021/03/the-real-difference-between-devops-and-devsecops) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [techrepublic.com: DevOps is getting code released faster than ever. But' security is lagging behind](https://www.techrepublic.com/article/devops-is-getting-code-released-faster-than-ever-but-security-is-lagging-behind) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [bbvanexttechnologies.com: FilosofΓ­a DevSecOps en el desarrollo de aplicaciones' sobre Azure](https://www.bbvanexttechnologies.com/blogs/filosofia-devsecops-en-el-desarrollo-de-aplicaciones-sobre-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone: Security Matters: Vulnerability Scanning Done Right! 🌟](https://dzone.com/articles/security-matters-vulnerability-scanning-done-right-1) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [infosecwriteups.com: How I Discovered Thousands of Open Databases on AWS](https://infosecwriteups.com/how-i-discovered-thousands-of-open-databases-on-aws-764729aa7f32) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [bridgecrew.io: 6 key Kubernetes DevSecOps principles: People, processes,' technology](https://bridgecrew.io/blog/kubernetes-devsecops-principles) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/microservices-learning: How to implement security for microservices](https://medium.com/microservices-learning/how-to-implement-security-for-microservices-89b140d3e555) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@anshuman2121: DevSecOps: Implement security on CICD Pipeline](https://medium.com/@anshuman2121/devsecops-implement-security-on-cicd-pipeline-19eb7aa22626) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@jonathan_37674: What have we learned from scanning over 10K' Kubernetes Clusters? 🌟](https://medium.com/@jonathan_37674/what-have-we-learned-from-scanning-over-10k-kubernetes-clusters-b0ac6b250427) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/technology-hits: Incomplete Guide for Securing Containerized' Environment 🌟](https://medium.com/technology-hits/incomplete-guide-for-securing-containerized-environment-78b57fc3238) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@jonathan_37674: How to Keep your CI/CD Pipelines Secure? | ARMO](https://medium.com/@jonathan_37674/how-to-keep-your-ci-cd-pipelines-secure-armo-8e962bc51fb6) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [betanews.com: Cloud security is complex -- but most vulnerabilities fall' into three key categories](https://betanews.com/2022/10/22/cloud-security-is-complex-but-most-vulnerabilities-fall-into-three-key-categories) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@pbijjala: Container security, an eco system view](https://medium.com/@pbijjala/container-security-an-eco-system-183dbffdf2d8) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/google-cloud: Shifting (even further) Left on Kubernetes Resource' Compliance](https://medium.com/google-cloud/shifting-even-further-left-on-kubernetes-resource-compliance-8f96fb8c72eb) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone.com: How To Manage Vulnerabilities in Modern Cloud-Native Applications](https://dzone.com/articles/how-to-manage-vulnerabilities-in-modern-cloud-nati) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [blog.devops.dev: End-to-End DevSecOps Kubernetes Project](https://blog.devops.dev/end-to-end-devsecops-kubernetes-project-4259f90722ef) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier' Project using AWS EKS, ArgoCD, Prometheus, Grafana, and Jenkins](https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-aws-eks-argocd-prometheus-fbbfdb956d1a) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone.com: What Is Zero Trust Security? 🌟](https://dzone.com/articles/what-is-zero-trust-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [securityboulevard.com: Implementing Zero-Trust Security With Service Mesh' and Kubernetes](https://securityboulevard.com/2022/10/implementing-zero-trust-security-with-service-mesh-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [cncf.io: Seven zero trust rules for Kubernetes](https://www.cncf.io/blog/2022/11/04/seven-zero-trust-rules-for-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [devops.com: DevOps Security: Your Complete Checklist](https://devops.com/devops-security-your-complete-checklist) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/getindata-blog: OAuth2-based authentication on Istio-powered' Kubernetes clusters 🌟](https://medium.com/getindata-blog/oauth2-based-authentication-on-istio-powered-kubernetes-clusters-2bd0999b7332) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [manfredmlange.medium.com: Containerized Keycloak in Development](https://manfredmlange.medium.com/containerized-keycloak-in-development-2f9d079ec4a3) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone: DevOps Pipeline Quality Gates: A Double-Edged Sword](https://dzone.com/articles/devops-pipeline-quality-gates-a-double-edged-sword) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Focusing on the DevOps Pipeline 🌟](https://medium.com/capital-one-tech/focusing-on-the-devops-pipeline-topo-pal-833d15edf0bd) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [cncf.io: Identifying Kubernetes Config Security Threats: Pods Running as' Root](https://www.cncf.io/blog/2020/06/16/identifying-kubernetes-config-security-threats-pods-running-as-root) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [betterprogramming.pub: Kubernetes Security With Falco](https://betterprogramming.pub/kubernetes-security-with-falco-2eb060d3ae7d) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [vashishtsumit89.medium.com: Security/Pen Testing: A guide to run OWASP Zap' headless in containers for CI/CD pipeline](https://vashishtsumit89.medium.com/security-pen-testing-a-guide-to-run-owasp-zap-headless-in-containers-for-ci-cd-pipeline-ddb580dae3c8) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [securityonline.info: VAmPI: Vulnerable REST API with OWASP top 10 vulnerabilities](https://securityonline.info/vampi-vulnerable-rest-api-with-owasp-top-10-vulnerabilities) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [gkovan.medium.com: A Zero Trust Approach for Securing the Supply Chain of' Microservices Packaged as Container Images (sigstore, kyverno, openshift tekton, quarkus) 🌟](https://gkovan.medium.com/a-zero-trust-approach-for-securing-the-supply-chain-of-microservices-packaged-as-container-images-89d2f5b7293b) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@nanditasahu031: DevSecOps β€” Implementing Secure CI/CD Pipelines' 🌟](https://medium.com/@nanditasahu031/devsecops-implementing-secure-ci-cd-pipelines-9653726b4916) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Verify Container Image Signatures in Kubernetes using Notary or' Cosign or both](https://medium.com/sse-blog/verify-container-image-signatures-in-kubernetes-using-notary-or-cosign-or-both-c25d9e79ec45) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [justinpolidori.it: Secure Your Docker Images With Cosign (and OPA Gatekeeper)](https://www.justinpolidori.it/posts/20220116_sign_images_with_cosign_and_verify_with_gatekeeper) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@slimm609: Secure image signing with Cosign and AWS KMS](https://medium.com/@slimm609/secure-image-signing-with-cosign-and-aws-kms-82bc25d7fdae) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [Databases in DMZ and Intranet](https://security.stackexchange.com/questions/58167/databases-in-dmz-and-intranet) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: The Easiest Way To Remove Checked In Credentials From A Git Repo](https://medium.com/@tanmay.avinash.deshpande/the-easiest-way-to-remove-checked-in-credentials-from-a-git-repo-704a373b94e3) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [patchthenet.medium.com: Introduction to SQL Injection](https://patchthenet.medium.com/introduction-to-sql-injection-sql-injection-for-beginners-579c00431d40) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [Securing Kubernetes Apps with Keycloak and Gatekeeper](https://fdk.codes/securing-kubernetes-apps-with-keycloak-and-gatekeeper) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [developers.redhat.com: Authentication and authorization using the Keycloak' REST API](https://developers.redhat.com/blog/2020/11/24/authentication-and-authorization-using-the-keycloak-rest-api) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [faun.pub: Integrate Keycloak with HashiCorp Vault](https://faun.pub/integrate-keycloak-with-hashicorp-vault-5264a873dd2f) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [baeldung.com: A Quick Guide to Using Keycloak with Spring Boot](https://www.baeldung.com/spring-boot-keycloak) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@charled.breteche: Securing Grafana with Keycloak SSO](https://medium.com/@charled.breteche/securing-grafana-with-keycloak-sso-d01fec05d984) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@amirhosseineidy: Kubernetes authentication with keycloak oidc](https://medium.com/@amirhosseineidy/kubernetes-authentication-with-keycloak-oidc-63571eaeed61) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@martin.hodges: How to install Keycloak IAM on your Kubernetes' cluster, backed by Postgres](https://medium.com/@martin.hodges/how-to-install-keycloak-iam-on-your-kubernetes-cluster-backed-by-postgres-1228eae4faeb) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: How to Handle Secrets Like a Pro Using Gitops](https://medium.com/containers-101/how-to-handle-secrets-like-a-pro-using-gitops-f3b812536434) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [siddhivinayak-sk.medium.com: Kubeseal & SealedSecret: Make your β€˜secrets’' secure in SCM by using β€˜sealed secret’](https://siddhivinayak-sk.medium.com/kubeseal-sealedsecret-make-your-secrets-secure-in-scm-by-using-sealed-secret-4631bcb39bf8) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: AWS Secret Manager: Protect sensitive information and functionality' 🌟](https://medium.com/avmconsulting-blog/aws-secret-manager-protect-sensitive-information-and-functionality-f520e15293f4) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [blog.opstree.com: AWS Secret Manager](https://blog.opstree.com/2021/11/16/aws-secret-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@ishana98dadhich: Integrating AWS Secret Manager with EKS and' use Secrets inside the Pods: Part-1](https://medium.com/@ishana98dadhich/integrating-aws-secret-manager-with-eks-and-use-secrets-inside-the-pods-part-1-1938b0c3c2fb) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Coding for Secrets Reliability with HashiCorp Vault](https://medium.com/hashicorp-engineering/coding-for-secrets-reliability-with-hashicorp-vault-2090dd8667e) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Vault & Kubernetes: Better Together](https://www.hashicorp.com/resources/vault-and-kubernetes-better-together) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [Vault Learning Resources: Vault 1.5 features and more](https://www.hashicorp.com/blog/learn-vault-1-5) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Securing K8s Ingress Traffic with HashiCorp Vault PKIaaS and JetStack' Cert-Manager](https://medium.com/hashicorp-engineering/securing-k8s-ingress-traffic-with-hashicorp-vault-pkiaas-and-jetstack-cert-manager-cb46195742ca) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Automate Secret Injection into CI/CD Workflows with the GitHub' Action for Vault](https://www.hashicorp.com/blog/vault-github-action) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Use AWS Lambda Extensions to Securely Retrieve Secrets From' HashiCorp Vault](https://www.hashicorp.com/blog/aws-lambda-extensions-for-hashicorp-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: HCP Vault is now generally available on AWS 🌟](https://www.hashicorp.com/blog/vault-on-the-hashicorp-cloud-platform-ga) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Serverless Secrets with HashiCorp Vault](https://www.hashicorp.com/resources/serverless-secrets-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Retrieve HashiCorp Vault Secrets with Kubernetes CSI](https://www.hashicorp.com/blog/retrieve-hashicorp-vault-secrets-with-kubernetes-csi) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Onboarding Applications to Vault Using Terraform: A Practical' Guide 🌟](https://www.hashicorp.com/blog/onboarding-applications-to-vault-using-terraform-a-practical-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Managing SSH Access at Scale with HashiCorp Vault](https://www.hashicorp.com/blog/managing-ssh-access-at-scale-with-hashicorp-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Announcing HashiCorp Vault 1.8](https://www.hashicorp.com/blog/vault-1-8) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: A Kubernetes User's Guide to HashiCorp Nomad Secret Management](https://www.hashicorp.com/blog/a-kubernetes-user-s-guide-to-hashicorp-nomad-secret-management) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: HashiCorp Vault Use Cases and Best Practices on Azure](https://www.hashicorp.com/blog/hashicorp-vault-use-cases-and-best-practices-on-azure) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Integrating Azure AD Identity with HashiCorp Vault β€” Part' 1: Azure Application Auth via OIDC](https://www.hashicorp.com/blog/integrating-azure-ad-identity-hashicorp-vault-part-1-application-auth-oidc) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@pratyush.mathur: Secrets Management Using Vault in K8S](https://medium.com/@pratyush.mathur/secrets-management-using-vault-in-k8s-272462c37fd8) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Kubernetes Vault Integration via Sidecar Agent Injector vs.' CSI Provider](https://www.hashicorp.com/blog/kubernetes-vault-integration-via-sidecar-agent-injector-vs-csi-provider) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Manage Kubernetes Secrets for Flux with HashiCorp Vault](https://www.hashicorp.com/blog/manage-kubernetes-secrets-for-flux-with-hashicorp-vault) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: How to Integrate Your Application with Vault: Static Secrets](https://www.hashicorp.com/blog/how-to-integrate-your-application-with-vault-static-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [blog.devops.dev: Using Vault in Kubernetes Production for Security Engineers](https://blog.devops.dev/using-vault-in-kubernetes-production-for-security-engineers-54d2f0aca4d1) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: HashiCorp Vault 1.11 Adds Kubernetes Secrets Engine, PKI' Updates, and More 🌟](https://www.hashicorp.com/blog/vault-1-11) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@nikhil.purva: Securing Kubernetes Secrets with HashiCorp Vault](https://medium.com/@nikhil.purva/securing-kubernetes-secrets-with-hashicorp-vault-a9555728e095) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: The State of Vault and Kubernetes, and Future Plans](https://www.hashicorp.com/blog/the-state-of-vault-and-kubernetes-and-future-plans) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@martin.hodges: Introduction to Vault to provide secret management' in your Kubernetes cluster](https://medium.com/@martin.hodges/introduction-to-vault-to-provide-secret-management-in-your-kubernetes-cluster-658b58372569) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@martin.hodges: Enabling TLS on your Vault cluster on Kubernetes](https://medium.com/@martin.hodges/enabling-tls-on-your-vault-cluster-on-kubernetes-0d20439b13d0) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@calvineotieno010: Managing Application Secrets with Hashicorp' Vault](https://medium.com/@calvineotieno010/managing-application-secrets-with-hashicorp-vault-8efb5e1d87fd) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/@muppedaanvesh: A Hands-On Guide to Vault in Kubernetes](https://medium.com/@muppedaanvesh/a-hand-on-guide-to-vault-in-kubernetes-%EF%B8%8F-1daf73f331bd) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Why Use the Vault Agent for Secrets Management?](https://www.hashicorp.com/blog/why-use-the-vault-agent-for-secrets-management) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com/nerd-for-tech: PKI Certs Injection to K8s Pods with Vault Agent' Injector](https://medium.com/nerd-for-tech/pki-certs-injection-to-k8s-pods-with-vault-agent-injector-d97482b48f3d) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [hashicorp.com: Refresh Secrets for Kubernetes Applications with Vault Agent](https://www.hashicorp.com/blog/refresh-secrets-for-kubernetes-applications-with-vault-agent) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [mehighlow.medium.com: Hardened-AKS/Secrets](https://mehighlow.medium.com/hardened-aks-secrets-82351c43eac4) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Declarative secret management for GitOps with Kapitan](https://medium.com/kapitan-blog/declarative-secret-management-for-gitops-with-kapitan-b3c596eab088) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone: Managing Secrets Deployment in GitOps Workflow 🌟](https://dzone.com/articles/managing-kubernetes-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [portworx.com: Implementing Data Security on Red Hat OpenShift 🌟](https://portworx.com/implementing-data-security-on-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: KubeSecOps Pipeline(Container security) in a cloudnative ecosystem](https://medium.com/@vaib16dec/kubesecops-pipeline-container-security-in-a-cloudnative-ecosystem-e59bf19a713d) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [betterprogramming.pub: Secure Your Kubernetes Cluster With Seccomp](https://betterprogramming.pub/secure-your-kubernetes-cluster-with-seccomp-9403ecf831b2) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dzone: A Practical Guide for Container Security](https://dzone.com/articles/a-practical-guide-for-container-security) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [octetz.com: Setting Up Pod Security Policies](https://octetz.com/docs/2018/2018-12-07-psp) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium.com: K8s Network Policies Demystified and Simplified 🌟](https://medium.com/swlh/k8s-network-policies-demystified-and-simplified-18f5ea9848e2) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Kubernetes Network Policies: Are They Really Useful?](https://medium.com/@senthilrch/kubernetes-network-polices-are-they-really-useful-c3a153c49316) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [medium: Who’s at the Helm?](https://dlorenc.medium.com/whos-at-the-helm-1101c37bf0f1) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dev-vibe.medium.com: Encrypt Helm sensitive data](https://dev-vibe.medium.com/encrypt-helm-sensitive-data-9d7622e41d00) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [blog.mimacom.com: A Summary of log4j Exploit in a Log4shell - What Happened' and What You Can Do About It](https://blog.mimacom.com/log4j-in-a-log4shell) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [techrepublic.com: How to create Let's Encrypt SSL certificates with acme.sh' on Linux](https://www.techrepublic.com/article/how-to-create-lets-encrypt-ssl-certificates-with-acme-sh-on-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [bridgecrew](https://bridgecrew.io) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [bridgecrew.io: Tutorial: Incorporate IaC Security in your CI/CD pipeline' with Bridgecrew, Jenkins, and GitHub](https://bridgecrew.io/blog/tutorial-incorporate-iac-security-in-your-ci-cd-pipeline-with-bridgecrew-jenkins-and-github) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [itbusinessedge.com: Okta vs. Azure AD: IAM Tool Comparison](https://www.itbusinessedge.com/security/okta-vs-azure-ad) [COMMUNITY-TOOL] β€” *Go to [Section](./devsecops.md)*
-  - [dex.dev: YAML Templating Solutions: Helm & Kustomize](https://www.dex.dev/dex-videos/templating-solutions) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [wikipedia: YAML](https://en.wikipedia.org/wiki/YAML) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [kubernetestutorials.com: Kubernetes : Introduction to YAML 🌟](https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes](https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [abhisheksaini.hashnode.dev: YAML For Data Representation?](https://abhisheksaini.hashnode.dev/yaml-for-representation) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [javascript.plainenglish.io: Everything You Need To Know About YAML Files](https://javascript.plainenglish.io/everything-you-need-to-know-about-yaml-files-5423358cc5c9) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [blog.devgenius.io: YAML with Python](https://blog.devgenius.io/yaml-with-python-d6787a9bd8ab) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [betterprogramming.pub: 10 Things You Might Not Know About YAML](https://betterprogramming.pub/10-things-you-might-not-know-about-yaml-b0589da547c) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker' Compose Files](https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [jsonformatter.org/yaml-validator](https://jsonformatter.org/yaml-validator) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO](https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f29e533b1f) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [wikipedia: JSON](https://en.wikipedia.org/wiki/JSON) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.' JSONP](https://dzone.com/articles/the-ultimate-json-library-jsonsimple-vs-gson-vs-ja) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [betterprogramming.pub: How to Make JSON and Python Talk to Each Other](https://betterprogramming.pub/how-to-make-json-and-python-talk-to-each-other-41531d58e59d) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [betterprogramming.pub: Exploring JSON, JSON5, and Circular References](https://betterprogramming.pub/exploring-json-json5-and-circular-references-2b5b0c5de532) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [blog.mariano.cloud: Do you even JSONPath?](https://blog.mariano.cloud/do-you-even-jsonpath) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [medium.com/@jonathan_37674: How to validate Kubernetes YAML files? | ARMO](https://medium.com/@jonathan_37674/how-to-validate-kubernetes-yaml-files-armo-e45dd006d633) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [ketch: Getting Started](https://learn.theketch.io/docs/getting-started) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [base64encode.org](https://www.base64encode.org) [COMMUNITY-TOOL] β€” *Go to [Section](./yaml.md)*
-  - [medium.com: Kubernetes Cloud Services: Comparing GKE, EKS and AKS](https://medium.com/@Platform9Sys/kubernetes-cloud-services-comparing-gke-eks-and-aks-1fe42770cad3) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: State of Managed Kubernetes 2020](https://medium.com/swlh/state-of-managed-kubernetes-2020-4be006643360) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Managed Kubernetes Services Compared: GKE vs. EKS vs. AKS](https://medium.com/better-programming/managed-kubernetes-services-compared-gke-vs-eks-vs-aks-df1ecb22bba0) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [otomi.io 🌟](https://otomi.io) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [udemy.com: amazon eks starter kubernetes on aws](https://www.udemy.com/course/amazon-eks-starter-kubernetes-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [magalix.com: Deploying Kubernetes Cluster With EKS 🌟](https://www.magalix.com/blog/deploying-kubernetes-cluster-with-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [Deploying Infrastructure (FrontEnd + BackEnd) on AWS using Amazon EKS](https://medium.com/@ghumare64/deploying-infrastructure-frontend-backend-on-aws-using-amazon-eks-5f1f426d618e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Building the CI/CD of the Future, Creating the EKS Cluster 🌟](https://medium.com/swlh/building-the-ci-cd-of-the-future-creating-the-eks-cluster-e4cce4eb3500) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [daveops.xyz: Administrar usuarios en EKS](https://daveops.xyz/2020/08/25/administrar-usuarios-en-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Designing a Kubernetes Cluster with Amazon EKS From Scratch 🌟](https://medium.com/adobetech/designing-a-kubernetes-cluster-with-amazon-eks-from-scratch-4b4ee9d1b8f) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [en.sokube.ch: AWS + Kubernetes = AWS Elastic Kubernetes Service (EKS) 🌟](https://en.sokube.ch/post/aws-kubernetes-aws-elastic-kubernetes-service-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [releaseops.io: Scaling Kubernetes Deployments in AWS with Container Insights' Metrics](https://releaseops.io/blog/scaling-kubernetes-deployments-in-aws-with-container-insights-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Create Kubernetes Cluster On AWS EKS](https://medium.com/codex/create-kubernetes-cluster-on-aws-eks-6ced4c488e62) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [info.acloud.guru: Scaling the hottest app in tech on AWS and Kubernetes](https://info.acloud.guru/resources/kubernetes-aws-cloud-scaling-hey) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: How to Deploy an EKS stack in AWS?](https://medium.com/avmconsulting-blog/how-to-deploy-an-eks-stack-to-kubernetes-aws-5ec9c5a07247) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: Upgrading and Scaling Kubernetes cluster in AWS](https://faun.pub/upgrading-and-scaling-kubernetes-cluster-in-aws-6971b3936465) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [particule.io: Create Kubernetes federated clusters on AWS](https://particule.io/en/blog/aws-federated-eks) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [betterprogramming.pub: Amazon EKS Is Eating My IPs!](https://betterprogramming.pub/amazon-eks-is-eating-my-ips-e18ea057e045) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.usejournal.com: Spice up Your Kubernetes Environment with AWS Lambda' 🌟](https://blog.usejournal.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [neal-davis.medium.com: ECS vs EC2 vs Lambda](https://neal-davis.medium.com/ecs-vs-ec2-vs-lambda-36b8ca380dea) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: Kubernetes Multi-tenancy with Amazon EKS: Best practices and considerations' 🌟](https://faun.pub/kubernetes-multi-tenancy-with-amazon-eks-best-practices-and-considerations-60bfd78c2f9a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [aws.plainenglish.io: 6 Tips to Improve Availability with AWS Load Balancers' and Kubernetes](https://aws.plainenglish.io/6-tips-to-improve-availability-with-aws-load-balancers-and-kubernetes-ad8d4d1c0f61) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.searce.com: Optimise cost for AWS EKS cluster using Spotinst 🌟](https://blog.searce.com/optimize-cost-for-aws-eks-cluster-using-spotinst-ffcebe8e3571) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@abhinav.ittekot: Granting IAM permissions to pods in EKS using' OIDC](https://medium.com/@abhinav.ittekot/granting-iam-permissions-to-pods-in-eks-using-oidc-f2044c88a53) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@radha.sable25: Enabling IAM users/roles Access on Amazon EKS' cluster](https://medium.com/@radha.sable25/enabling-iam-users-roles-access-on-amazon-eks-cluster-f69b485c674f) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/avmconsulting-blog: Installing Vault On EKS With TLS And Persistent' Storage](https://medium.com/avmconsulting-blog/installing-vault-on-eks-with-tls-and-persistent-storage-98254b4150f3) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [dzone.com: How to Use AWS IAM Role on AWS EKS PODs 🌟](https://dzone.com/articles/how-to-use-aws-iam-role-on-aws-eks-pods) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [akintola-lonlon.medium.com: AWS Kubernetes: The #1 Rule You Need To Master' Before Going To Production.](https://akintola-lonlon.medium.com/aws-kubernetes-the-1-rule-you-need-to-master-before-going-to-production-628b75ba1b6a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [amod-kadam.medium.com: Are there two Load Balancer Controllers with EKS?' 🌟](https://amod-kadam.medium.com/are-there-two-load-balancer-controllers-with-eks-8a7b04db8c93) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [joachim8675309.medium.com: ExternalDNS with EKS and Route53](https://joachim8675309.medium.com/externaldns-with-eks-and-route53-90aa23fa3aba) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [opssorry.substack.com: GitOps: A Simple Approach to using AWS Secrets' Manager with Kubernetes 🌟](https://opssorry.substack.com/p/gitops-a-simple-approach-to-using) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@chandranathmondal: Self-service Amazon EKS Cluster provisioning' with Kubernetes configuration applied 🌟](https://medium.com/@chandranathmondal/self-service-amazon-eks-cluster-provisioning-with-kubernetes-configuration-applied-372bce839d7) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [eng.grip.security: Enabling AWS IAM Group Access to an EKS Cluster Using' RBAC](https://eng.grip.security/enabling-aws-iam-group-access-to-an-eks-cluster-using-rbac) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@andriikrymus: DNS config for EKS](https://medium.com/@andriikrymus/dns-config-for-eks-61eb70c3e31e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [silvr.medium.com: Using Kyverno To Enforce AWS Load Balancer Annotations' For Centralized Logging To S3](https://silvr.medium.com/using-kyverno-to-enforce-aws-load-balancer-annotations-for-centralized-logging-to-s3-af5dc1f1f3e0) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.jimmyray.io: Kubernetes Workload Identity with AWS SDK for Go v2](https://blog.jimmyray.io/kubernetes-workload-identity-with-aws-sdk-for-go-v2-927d2f258057) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/geekculture: EKS β€” Kubernetes β€” Not Ready nodes](https://medium.com/geekculture/eks-kubernetes-not-ready-nodes-dafb300ed299) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: How to access AWS services from EKS](https://faun.pub/how-to-access-aws-services-from-eks-ab5fa003a1b6) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: AWS EKS: The Ultimate Guide To Deploy AWS Load Balancer Controller' add-on](https://faun.pub/aws-eks-the-ultimate-guide-to-deploy-an-ingress-controller-on-kubernetes-5952cb27c067) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@ankit.wal: Understanding IAM roles for service accounts, IRSA,' on AWS EKS](https://medium.com/@ankit.wal/the-how-of-iam-roles-for-service-accounts-irsa-on-aws-eks-3d76badb8942) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [levelup.gitconnected.com: Running Workflows on windows with Jenkins pipeline' and Kubernetes](https://levelup.gitconnected.com/running-workflows-on-windows-with-jenkins-pipeline-and-kubernetes-52752a89a0e7) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [nivogt.medium.com: Boost your Kubernetes cluster’s Autoscaler on AWS EKS' with Karpenter](https://nivogt.medium.com/boost-your-kubernetes-clusters-autoscaler-on-aws-eks-with-karpenter-4d23955944f2) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [towardsaws.com: Autoscale Kubernetes Metrics Server on Amazon EKS](https://towardsaws.com/autoscale-kubernetes-metrics-server-fa398f8a600a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: Analyze AWS EKS Audit logs with Falco](https://faun.pub/analyze-aws-eks-audit-logs-with-falco-95202167f2e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [hardiks.medium.com: Where should you manage your Kubernetes in 2023? Amazon' ECS or EKS](https://hardiks.medium.com/where-should-you-manage-your-kubernetes-in-2023-amazon-ecs-or-eks-6f503e93f7a7) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [awstip.com: Amazon Elastic Kubernetes Service (Amazon EKS) β€” The Only Resource' Hub You Ever Need](https://awstip.com/amazon-elastic-kubernetes-service-amazon-eks-the-only-resource-hub-you-ever-need-3b802687df36) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [awstip.com: Working The Amazon EKS Immersion Workshop β€” Chapter 1 β€” Deploying' A Microservices Application In A Kubernetes Cluster](https://awstip.com/working-the-amazon-eks-immersion-workshop-chapter-1-deploying-a-microservices-application-in-a-9acae5df2f01) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.antoinechoula.ga: Native EKS Ingress with AWS Load Balancer Controller](https://blog.antoinechoula.ga/native-eks-ingress-with-aws-load-balancer-controller) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [devopslearning.medium.com: Lesson learned while scaling Kubernetes cluster' to 1000 pods in AWS EKS](https://devopslearning.medium.com/lesson-learned-while-scaling-kubernetes-cluster-to-1000-pods-in-aws-eks-d2d399152bc2) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [sitepoint.com: Getting Started With Kubernetes on AWS Tutorial (2023 Update)](https://www.sitepoint.com/kubernetes-aws-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com: Saving costs in Google Kubernetes Engine using Spot VMs](https://medium.com/@vaibhav176/saving-costs-in-google-kubernetes-engine-using-spot-vms-2e6d0157815e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@benjamin.christmann_12432: Setting up your first EKS cluster' on AWS: some practical tips](https://medium.com/@benjamin.christmann_12432/setting-up-your-first-eks-cluster-on-aws-some-practical-tips-60400963c588) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.ratnopamc.com: Reduce cross-AZ traffic costs on EKS using topology' aware hints](https://blog.ratnopamc.com/reduce-cross-az-traffic-costs-on-eks-using-topology-aware-hints) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@danielresponda: Testing Spot Reclamation Mechanisms with AWS' Node Termination Handler and Kubernetes Autoscaler](https://medium.com/@danielresponda/testing-spot-reclamation-mechanisms-with-aws-node-termination-handler-and-kubernetes-autoscaler-43194d05dae0) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@leocherian: Simple CDK app to create EKS Cluster](https://medium.com/@leocherian/simple-cdk-app-to-create-eks-cluster-06f651a12ccd) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.clouddrove.com: AWS EKS Blue/Green Deployment with Best Practices](https://blog.clouddrove.com/aws-eks-blue-green-deployment-with-best-practices-99be4b7baa38) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.stackademic.com: Create the AWS EKS Cluster with a Managed Node Group' Using Custom Launch Templates](https://blog.stackademic.com/create-the-aws-eks-cluster-with-a-managed-node-group-using-custom-launch-templates-185744a0cc79) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.devops.dev: HACKING KUBERNETES in AWS](https://blog.devops.dev/hacking-kubernetes-in-aws-54f4681f1478) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [rahulbhatia1998.medium.com: Designing A Multi-Region Kubernetes Cluster' For Disaster Recovery On AWS EKS](https://rahulbhatia1998.medium.com/designing-a-multi-region-kubernetes-cluster-for-disaster-recovery-on-aws-eks-0a0a98ad5854) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [towardsaws.com: From Scratch to Production: Deploying EKS Clusters and Applications' with CI/CD using Jenkins and Terraform](https://towardsaws.com/from-scratch-to-production-deploying-eks-clusters-and-applications-with-ci-cd-using-jenkins-and-f27d4686d5fe) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [awstip.com: Per-pod PIDs limit on EKS](https://awstip.com/per-pod-pids-limit-on-eks-fe320638c7e9) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/ekino-france: Addressing private IPv4 shortage: 5 Strategies' for Amazon EKS](https://medium.com/ekino-france/kubernetes-addressing-private-ipv4-shortage-5-strategies-for-amazon-eks-1dc3df270ed8) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/scout24-engineering: How did we upgrade our EKS clusters from' 1.15 to 1.22 without K8s knowledge?](https://medium.com/scout24-engineering/how-did-we-upgrade-our-eks-clusters-from-1-15-to-1-22-without-k8s-knowledge-2c96c1a94cc1) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [marcincuber.medium.com: Amazon EKS Upgrade Journey From 1.24 to 1.25](https://marcincuber.medium.com/amazon-eks-upgrade-journey-from-1-24-to-1-25-e1bcccc2f384) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [gokulchandrapr.medium.com: Amazon EKS Anywhere & EKS Connector](https://gokulchandrapr.medium.com/amazon-eks-anywhere-eks-connector-600953aaa42d) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [ambar-thecloudgarage.medium.com: EKS Anywhere., decoding the architecture.](https://ambar-thecloudgarage.medium.com/eks-anywhere-decoding-the-architecture-fd2741b03e0a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.techknowtrendz.com: Taking Amazon EKS Anywhere for a spin](https://blog.techknowtrendz.com/taking-amazon-eks-anywhere-for-a-spin) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Kubernetes + EKS + Canary Deployment](https://medium.com/@jerome.decoster/kubernetes-eks-canary-deployment-1ef79ae89dfc) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [mehmetozkaya.medium.com: Deploying .Net Microservices to Azure Kubernetes' Services(AKS) and Automating with Azure DevOps](https://mehmetozkaya.medium.com/deploying-net-microservices-to-azure-kubernetes-services-aks-and-automating-with-azure-devops-c50bdd51b702) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: How to implement Azure Kubernetes Service (AKS) in Cloud?](https://faun.pub/azure-kubernetes-service-aks-d1e71c7ecbe6) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [joachim8675309.medium.com: AKS with GRPC and ingress-nginx](https://joachim8675309.medium.com/aks-with-grpc-and-ingress-nginx-32481a792a1) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: AKS with Calico Network Policies](https://medium.com/geekculture/aks-with-calico-network-policies-8cdfa996e6bb) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [joachim8675309.medium.com: AKS with Istio Service Mesh](https://joachim8675309.medium.com/istio-service-mesh-on-aks-1b6ed16f6890) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.kasten.io: AKS and Storage: How to Design Storage for Cloud Native' Applications](https://blog.kasten.io/aks-and-storage-how-to-design-storage-for-cloud-native-applications) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.kasten.io: AKS and Storage: Performance Differences Among K8s Storage' Services](https://blog.kasten.io/aks-and-storage-performance-differences-among-kubernetes-storage-services) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: AKS β€” different load balancing options. When to use what?](https://medium.com/microsoftazure/aks-different-load-balancing-options-for-a-single-cluster-when-to-use-what-abd2c22c2825) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Going multicloud with kubernetes and Azure Front Door](https://medium.com/microsoftazure/going-multicloud-with-kubernetes-and-azure-front-door-f34a2f39068a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [akhilsharma.work: How to list Azure RBAC Roles to Secure AKS Clusters](https://akhilsharma.work/how-to-list-azure-rbac-roles-to-secure-aks-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [logz.io: Collecting Metrics from Windows Kubernetes Nodes in AKS 🌟](https://logz.io/blog/windows-kubernetes-nodes-aks-metrics) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/kocsistem: Installation Internal Nginx Ingress for a Private' AKS Cluster](https://medium.com/kocsistem/installation-internal-nginx-ingress-for-a-private-aks-cluster-7b6386492d56) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [joachim8675309.medium.com: ExternalDNS with AKS & Azure DNS](https://joachim8675309.medium.com/externaldns-with-aks-azure-dns-941a1804dc88) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/dzerolabs: Accessing Azure Key Vault Secrets in Azure Kubernetes' with Secrets Store CSI Driver 🌟](https://medium.com/dzerolabs/kubernetes-saved-today-f-cked-tomorrow-a-rant-azure-key-vault-secrets-%C3%A0-la-kubernetes-fc3be5e65d18) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@gjoshevski: Reduce the cost of running AKS cluster by leveraging' Azure Spot VMs| 70% and more 🌟🌟](https://medium.com/@gjoshevski/reduce-the-cost-of-running-aks-cluster-by-leveraging-azure-spot-vms-70-and-more-e917f568c3b9) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/credera-engineering: How to blue-green deploy an AKS cluster](https://medium.com/credera-engineering/how-to-blue-green-deploy-an-aks-cluster-ab8f6a2cea9a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@danieljimgarcia: The Application Gateway Ingress Controller' is broken 🌟](https://medium.com/@danieljimgarcia/the-application-gateway-ingress-controller-is-broken-6aa9eb229881) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@ershivamgupta: Disaster Recovery Solution for Azure Kubernetes' Service (AKS) Persistent Volume Storage 🌟](https://medium.com/@ershivamgupta/disaster-recovery-solution-for-azure-kubernetes-service-aks-persistent-volume-storage-f2b3d2aafcf4) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/microsoftazure: Automating Managed Prometheus and Grafana with' Terraform for scalable observability on Azure Kubernetes Service and Istio 🌟](https://medium.com/microsoftazure/automating-managed-prometheus-and-grafana-with-terraform-for-scalable-observability-on-azure-4e5c5409a6b1) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@GiantSwarm: Deep Dive Into Kubernetes Networking in Azure](https://medium.com/@GiantSwarm/deep-dive-into-kubernetes-networking-in-azure-9f0e85e2ee34) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@lfoster49203: Kubernetes on Azure: Setting up a cluster on Microsoft' Azure (with Azure AKS)](https://medium.com/@lfoster49203/kubernetes-on-azure-setting-up-a-cluster-on-microsoft-azure-with-azure-aks-d6bee3eaa65) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/adessoturkey: Azure DevOps Agents on AKS with the kaniko Option](https://medium.com/adessoturkey/azure-devops-agents-on-aks-with-kaniko-option-f672f900a177) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [inder-devops.medium.com: AKS Networking Deep Dive: Kubenet vs Azure-CNI' vs Azure-CNI (overlay)](https://inder-devops.medium.com/aks-networking-deep-dive-kubenet-vs-azure-cni-vs-azure-cni-overlay-a51709171ce9) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@anjkeesari: Install Grafana Loki-Stack Helmchart in Azure Kubernetes' Services (AKS)](https://medium.com/@anjkeesari/install-grafana-loki-stack-helmchart-in-azure-kubernetes-services-aks-1359281b3321) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.stackademic.com: Advanced End-to-End DevSecOps Kubernetes Three-Tier' Project using Azure AKS, fluxCD, Prometheus, Grafana, and GitLab](https://blog.stackademic.com/advanced-end-to-end-devsecops-kubernetes-three-tier-project-using-azure-aks-fluxcd-prometheus-cca3c5e61953) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: External Secret Operator on AKS (with Terraform) for Azure Key' Vault Integration (with Workload Identity)](https://faun.pub/external-secret-operator-on-aks-with-terraform-for-azure-key-vault-integration-with-workload-1d0c31082373) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.doit-intl.com: How to Set Up Multi-Cluster Load Balancing with GKE](https://blog.doit-intl.com/how-to-setup-multi-cluster-load-balancing-with-gke-4b407e1f3dff) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: How to provision Kubernetes Cluster in GCP Cloud (K8s)? 🌟](https://medium.com/avmconsulting-blog/kubernetes-google-kubernetes-engine-gke-99abf912f912) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: How to automate the setup of a Kubernetes cluster on GCP](https://faun.pub/how-to-automate-the-setup-of-a-kubernetes-cluster-on-gcp-e97918bf41de) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@glen.yu: Getting started with eBPF and Cilium on GKE](https://medium.com/@glen.yu/getting-started-with-ebpf-and-cilium-on-gke-6553c5d7e02a) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@glen.yu: NGINX Ingress or GKE Ingress?](https://medium.com/@glen.yu/nginx-ingress-or-gke-ingress-d87dd9db504c) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/google-developer-experts: Getting started with GKE Gateway controller](https://medium.com/google-developer-experts/getting-started-with-gke-gateway-controller-ee45c3bc8996) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/google-cloud: Monitoring Kubernetes Clusters on GKE (Google Container' Engine)](https://medium.com/google-cloud/gke-monitoring-84170ea44833) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.devgenius.io: Explore API Priority and Fairness to Ease the Load of' the APIServer](https://blog.devgenius.io/explore-api-priority-and-fairness-to-ease-the-load-of-the-apiserver-a4fe9c4e7174) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [faun.pub: Make Your Kubernetes Cluster Highly Available and Fault Tolerant' 🌟](https://faun.pub/deploy-active-active-multi-region-kubernetes-cluster-with-terraform-f2652e43f47e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@pbijjala: reCap: Kube vrs Cloud DNS in GKE](https://medium.com/@pbijjala/recap-kube-vrs-cloud-dns-in-gke-b8d1d407e00d) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/google-cloud: Ingress in Google Kubernetes Products](https://medium.com/google-cloud/ingress-in-google-kubernetes-products-f22ded21f4ed) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@pbijjala: Considerations for Hardening your GKE, a workload' perceptive](https://medium.com/@pbijjala/considerations-for-hardening-your-gke-a-workload-perceptive-943be26949d2) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/@jjlakis: GCP Secret Manager with self-hosted Kubernetes](https://medium.com/@jjlakis/gcp-secret-manager-with-self-hosted-kubernetes-db35d01d65f0) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [tech.loveholidays.com: GKE Multi-Cluster Services β€” one bad probe away from' disaster](https://tech.loveholidays.com/gke-multi-cluster-services-one-bad-probe-away-from-disaster-62051fafe84e) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [Looking for GPU Capacity ? DWS got you covered !](https://medium.com/zencore/looking-for-gpu-capacity-dws-got-you-covered-d736b8c63ba6) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium.com/google-cloud: Understanding health checks in GKE & Gateway API](https://medium.com/google-cloud/understanding-health-checks-in-gke-gateway-api-1c89f82bfba8) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Multizone Kubernetes and VPC Load Balancer Setup with terraform](https://medium.com/vmacwrites/multizone-kubernetes-and-vpc-load-balancer-setup-9664b3c9ea5d) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [Linode Kubernetes Engine (LKE)](https://www.linode.com/products/kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Create Kubernetes Cluster Using Linode LKE](https://medium.com/codex/create-kubernetes-cluster-using-linode-lke-4f9c71d03a8d) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [blog.ediri.io: DigitalOcean Kubernetes Challenge](https://blog.ediri.io/digitalocean-kubernetes-challenge) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [Banzai Cloud 🌟](https://banzaicloud.com) [COMMUNITY-TOOL] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - [medium: Quick Fix: Mounting a ConfigMap to an Existing Volume in Kubernetes' Using Rancher](https://medium.com/swlh/quick-fix-mounting-a-configmap-to-an-existing-volume-in-kubernetes-using-rancher-d01c472a10ad) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [blog.kubecost.com: Rancher vs Kubernetes: It’s not either or](https://blog.kubecost.com/blog/rancher-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [akyriako.medium.com: Provision an on-prems Kubernetes Cluster with Rancher,' Terraform and Ansible](https://akyriako.medium.com/provision-an-on-prems-kubernetes-cluster-with-rancher-terraform-and-ansible-e26e24059319) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [Rancher Academy 🌟](https://academy.rancher.com) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [Install Kubernetes with k3sup and k3s](https://medium.com/@alexellisuk/walk-through-install-kubernetes-to-your-raspberry-pi-in-15-minutes-84a8492dc95a) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [en.sokube.ch: K3S + K3D = K8S : a new perfect match for dev and test](https://en.sokube.ch/post/k3s-k3d-k8s-a-new-perfect-match-for-dev-and-test-1) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [nativecloud.dev: Scale out your Raspberry-Pi Kubernetes cluster to the cloud](https://nativecloud.dev/scale-out-your-raspberry-pi-k3s-cluster-to-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [medium.com/@ostridelabs: k8s vs k3s: The Comprehensive Difference](https://medium.com/@ostridelabs/k8s-vs-k3s-the-comprehensive-difference-f7667d141c0) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [justinpolidori.it: LDAP authentication with Dex on Kubernetes with Vcluster' (K3S)](https://www.justinpolidori.it/posts/20220611_vcluster_auth) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [cncf.io: Introduction to k3d: Run K3s in Docker](https://www.cncf.io/blog/2021/03/16/introduction-to-k3d-run-k3s-in-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [akyriako.medium.com: Provision a Highly Available K3S Cluster with K3D](https://akyriako.medium.com/provision-a-high-availability-k3s-cluster-with-k3d-a7519f476c9c) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [medium.com: OKE Clusters from Rancher 2.0](https://medium.com/swlh/oke-clusters-from-rancher-2-0-409131ad1293) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [medium.com: Rancher deployed Kubernetes on Oracle Cloud Infrastructure](https://medium.com/@jlamillan/rancher-deployed-kubernetes-on-oracle-cloud-infrastructure-6b0656cdaec0) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [Kubernautic](https://kubernauts.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./rancher.md)*
-  - [napo.io: Kubernetes The (real) Hard Way on AWS](https://napo.io/posts/kubernetes-the-real-hard-way-on-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [**VMware Kubernetes Tanzu**](https://cloud.vmware.com/tanzu) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [Pharos 🌟](https://k8spharos.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [magalix: What You Should Know about Kubernetes 1.20](https://www.magalix.com/blog/what-you-should-know-about-kubernetes-1.20) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [medium: Kubernetes v1.22 ends Cloud Provider LoadBalancer lock-in](https://medium.com/thermokline/kubernetes-v1-22-ends-cloud-provider-loadbalancer-lock-in-80ed7907695e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [blog.runx.dev: Will That Kubernetes v1.22 Upgrade Break My Application?](https://blog.runx.dev/will-that-kubernetes-v1-22-upgrade-break-my-application-cc339dc2e2c7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [inder-devops.medium.com: It’s Time to Migrate your Container Runtime, Kubernetes' 1.24 is coming](https://inder-devops.medium.com/its-time-to-migrate-your-container-runtime-kubernetes-1-24-is-coming-f0c0b6b9bb90) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [alexandrev.medium.com: Kubernetes Autoscaling 1.26: A Game-Changer for KEDA' Users?](https://alexandrev.medium.com/kubernetes-autoscaling-1-26-a-game-changer-for-keda-users-c718a81fb155) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [medium.com/@jonathan_37674: Kubernetes 1.27: Everything You Should Know' | ARMO](https://medium.com/@jonathan_37674/kubernetes-1-27-everything-you-should-know-armo-236de6d77272) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [levelup.gitconnected.com: Kubernetes Planternetes v1.28: Non-Graceful Node' Shutdown Feature](https://levelup.gitconnected.com/kubernetes-planternetes-v1-28-non-graceful-node-shutdown-feature-8608d5073519) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-releases.md)*
-  - [blogs.oracle.com: Access hands-on exercises for Oracle Cloud Infrastructure' with ease](https://blogs.oracle.com/oracleuniversity/post/hands-on-labs-oci-training) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - [blogs.oracle.com: Oracle RAC on Docker - Now with Full Production Support](https://blogs.oracle.com/maa/post/oracle-rac-on-docker-now-with-full-production-support) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - [blogs.oracle.com: Announcing private Kubernetes clusters](https://blogs.oracle.com/cloud-infrastructure/announcing-private-kubernetes-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./oraclecloud.md)*
-  - [blog.flipkart.tech: The Art of System Debugging β€” Decoding CPU Utilization' 🌟](https://blog.flipkart.tech/the-art-of-system-debugging-decoding-cpu-utilization-da75f09ef1ff) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [cyberciti.biz: Red Hat introduces new no-cost RHEL option](https://www.cyberciti.biz/linux-news/red-hat-introduces-new-no-cost-rhel-option) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [enterpriseai.news: Red Hat’s Disruption of CentOS Unleashes Storm of Dissent](https://www.enterpriseai.news/2021/01/22/red-hats-disruption-of-centos-unleashes-storm-of-dissent) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cloudsavvyit.com: Is Rocky Linux the new CentOS?](https://www.cloudsavvyit.com/13092/is-rocky-linux-the-new-centos) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [9to5linux.com: CentOS Alternative Rocky Linux 8.5 Is Out Now with Secure' Boot Support, Updated Components](https://9to5linux.com/centos-alternative-rocky-linux-8-5-is-out-now-with-secure-boot-support-updated-components) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [levelup.gitconnected.com: Vim: A How-To Guide](https://levelup.gitconnected.com/vim-a-how-to-guide-55f63bfdcff) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [How To Set up SSH Keys on a Linux / Unix System](https://www.cyberciti.biz/faq/how-to-set-up-ssh-keys-on-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: Top 20 OpenSSH Server Best Security Practices](https://www.cyberciti.biz/tips/linux-unix-bsd-openssh-server-best-practices.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How To Reuse SSH Connection To Speed Up Remote Login Process' Using Multiplexing](https://www.cyberciti.biz/faq/linux-unix-reuse-openssh-connection) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: OpenSSH Change a Passphrase With ssh-keygen command](https://www.cyberciti.biz/faq/howto-ssh-changing-passphrase) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to audit SSH server and client config on Linux/Unix](https://www.cyberciti.biz/tips/how-to-audit-ssh-server-and-client-config-on-linux-unix.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [nixCraft 🌟](https://www.cyberciti.biz) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [linux.com 🌟](https://www.linux.com) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [linoxide.com 🌟](https://linoxide.com) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [linuxjourney.com](https://linuxjourney.com) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [linuxnix.com](https://www.linuxnix.com) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [reddit.com/r/linuxadmin](https://www.reddit.com/r/linuxadmin) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [**ip command**: How to use IP Command in Linux with Examples](https://linoxide.com/linux-command/use-ip-command-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [How To Use grep Command In Linux / UNIX 🌟](https://www.cyberciti.biz/faq/howto-use-grep-command-in-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: bpytop – Awesome Linux, macOS and FreeBSD resource monitor](https://www.cyberciti.biz/open-source/command-line-hacks/bpytop-awesome-linux-macos-and-freebsd-resource-monitor) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to configure pfSense as multi wan (DUAL WAN) load balance' failover router](https://www.cyberciti.biz/faq/howto-configure-dual-wan-load-balance-failover-pfsense-router) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: BASH Shell Change The Color of Shell Prompt on Linux or UNIX](https://www.cyberciti.biz/faq/bash-shell-change-the-color-of-my-shell-prompt-under-linux-or-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to check TLS/SSL certificate expiration date from command-line](https://www.cyberciti.biz/faq/find-check-tls-ssl-certificate-expiry-date-from-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to check memory utilization in Linux](https://www.cyberciti.biz/faq/how-to-check-memory-utilization-in-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [dnschecker.org 🌟](https://dnschecker.org) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How To Find Largest Top 10 Files and Directories On Linux' / UNIX / BSD](https://www.cyberciti.biz/faq/how-do-i-find-the-largest-filesdirectories-on-a-linuxunixbsd-filesystem) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to restart systemd without rebooting Linux when critical' libraries installed](https://www.cyberciti.biz/faq/how-to-restart-systemd-without-rebooting-linux-when-critical-libraries-installed) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to install ncdu on Linux / Unix to see disk usage](https://www.cyberciti.biz/open-source/install-ncdu-on-linux-unix-ncurses-disk-usage) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: 21 Examples To Make Sure Unix / Linux Configuration Files' Are Free From Syntax Errors](https://www.cyberciti.biz/tips/check-unix-linux-configuration-file-for-syntax-errors.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [medium: Useful Commands/Solutions](https://medium.com/cloud-techies/useful-commands-solutions-49f1c1b4e033) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [CLImagic subscription](https://www.patreon.com/climagic) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to save terminal output to a file under Linux/Unix](https://www.cyberciti.biz/faq/how-to-save-terminal-output-to-a-file-under-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: ls* Commands Are Even More Useful Than You May Have Thought](https://www.cyberciti.biz/open-source/command-line-hacks/linux-ls-commands-examples) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to flush Redis cache and delete everything using the' CLI](https://www.cyberciti.biz/faq/how-to-flush-redis-cache-and-delete-everything-using-the-cli) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How To: Linux Find Large Files in a Directory](https://www.cyberciti.biz/faq/find-large-files-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: 8 Tips to Solve Linux Hard Disk Problems: Like Disk Full' Or Can’t Write to the Disk](https://www.cyberciti.biz/datacenter/linux-unix-bsd-osx-cannot-write-to-hard-disk) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to copy and transfer files remotely on Linux using scp' and rsync](https://www.cyberciti.biz/faq/how-to-copy-and-transfer-files-remotely-on-linux-using-scp-and-rsync) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to check CPU temperature on Ubuntu Linux](https://www.cyberciti.biz/faq/how-to-check-cpu-temperature-on-ubuntu-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to use df command in Linux / Unix {with examples}](https://www.cyberciti.biz/faq/df-command-examples-in-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: diff Command Colorize Output On the Unix / Linux Command' Line](https://www.cyberciti.biz/programming/color-terminal-highlighter-for-diff-files) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [betterprogramming.pub: How to Use tmuxp to Manage Your tmux Session](https://betterprogramming.pub/how-to-use-tmuxp-to-manage-your-tmux-session-614b6d42d6b6) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [baeldung.com: Maximum Number of Threads Per Process in Linux](https://www.baeldung.com/linux/max-threads-per-process) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [blog.devgenius.io: DevOps in Linux β€” Systemd Introduction](https://blog.devgenius.io/devops-in-linux-systemd-introduction-db7f49cb566b) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [medium: How to trigger an action at the end of the Shell/Bash script](https://medium.com/bash-tips-and-tricks/how-to-trigger-an-action-at-the-end-of-the-shell-bash-script-52b0ba9c157e) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How To Bash Shell Find Out If a Variable Is Empty Or Not](https://www.cyberciti.biz/faq/unix-linux-bash-script-check-if-variable-is-empty) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: Bash For Loop Examples](https://www.cyberciti.biz/faq/bash-for-loop) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cloudsavvyit.com: How to Use Multi-Threaded Processing in Bash Scripts](https://www.cloudsavvyit.com/12277/how-to-use-multi-threaded-processing-in-bash-scripts) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [bash.cyberciti.biz Wiki 🌟](https://bash.cyberciti.biz/guide/Main_Page) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: How to repeat a character β€˜n’ times in Bash](https://www.cyberciti.biz/faq/repeat-a-character-in-bash-script-under-linux-unix) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: Bash Read Comma Separated CSV File on Linux / Unix](https://www.cyberciti.biz/faq/unix-linux-bash-read-comma-separated-cvsfile) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [medium.com/kubehub: A Series on Bash Scripting](https://medium.com/kubehub/a-series-on-bash-scripting-eecd0293fab5) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [levelup.gitconnected.com: Start Your Scripting Journey Today | Bash Script' β€” Part 1](https://levelup.gitconnected.com/start-your-scripting-journey-today-bash-script-part-1-46cbddf4e4e7) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [medium.com: Shell Scripting for DevOps with Examples](https://medium.com/@saurabhdahibhate50/devops-day-04-task-e51d64ffbf16) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [levelup.gitconnected.com: 5 Bash String Manipulation Methods That Help Every' Developer](https://levelup.gitconnected.com/5-bash-string-manipulation-methods-that-help-every-developer-49d4ee38b593) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [piyushverma.hashnode.dev: Basic Linux Shell Scripting for DevOps Engineers](https://piyushverma.hashnode.dev/basic-linux-shell-scripting-for-devops-engineers) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [betterprogramming.pub: Bash vs. Python vs. JavaScript: Which Is Better for' Automation? 🌟](https://betterprogramming.pub/bash-vs-python-vs-javascript-which-is-better-for-automation-92a277ef49e) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [linuxjourney.com commandline](https://linuxjourney.com/lesson/the-shell) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [Announcing the HashiCorp Linux Repository](https://www.hashicorp.com/blog/announcing-the-hashicorp-linux-repository) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [blog.pandorafms.org: Useful Network commands](https://blog.pandorafms.org/network-commands) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [cyberciti.biz: Linux: 25 Iptables Netfilter Firewall Examples For New SysAdmins](https://www.cyberciti.biz/tips/linux-iptables-examples.html) [COMMUNITY-TOOL] β€” *Go to [Section](./linux.md)*
-  - [medium.com/javarevisited: 5 Best HTTPS, SSL and TLS Courses for Beginners' in 2022](https://medium.com/javarevisited/best-https-ssl-and-tls-courses-for-beginners-4437661250b3) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [wisc.edu: CIDR Conversion Table](https://kb.wisc.edu/ns/page.php?id=3493) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [dzone: What Is CIDR (Classless Inter-Domain Routing)](https://dzone.com/articles/what-is-cidr-classless-inter-domain-routing-in-mul) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [cyberciti.biz: Linux: IP Subnet (CIDR) Calculator That Will Help You With' Network Settings](https://www.cyberciti.biz/faq/linux-subnet-calculator-cidr) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [cyberciti.biz: Linux Calculating Subnets with ipcalc and sipcalc Utilities](https://www.cyberciti.biz/tips/perform-simple-manipulation-of-ip-addresse.html) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [wikipedia: List of HTTP status codes](https://en.wikipedia.org/wiki/List_of_HTTP_status_codes) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [Wikipedia: HTTP/2](https://en.wikipedia.org/wiki/HTTP/2) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [Wikipedia: HTTP/3](https://en.wikipedia.org/wiki/HTTP/3) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [harshityadav95.medium.com: Load Balancing Layer 4 vs Layer 7](https://harshityadav95.medium.com/load-balancing-layer-4-vs-layer-7-f37a839afd9c) [COMMUNITY-TOOL] β€” *Go to [Section](./networking.md)*
-  - [medium.com/towards-cloud-computing: 7 Free AWS Practice Labs and AWS Workshops' resources](https://medium.com/towards-cloud-computing/7-free-aws-practice-labs-and-aws-workshops-resources-d0a861f05d3) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - [dzone: AWS Basics](https://dzone.com/articles/aws-basics) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [dzone: AWS Basics: Bastion Hosts and NAT](https://dzone.com/articles/aws-basics-bastian-hosts-and-nat) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [dannys.cloud: 10 Best Free AWS Learning Resources for Beginners](https://dannys.cloud/10-best-free-aws-learning-resources-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [towardsaws.com: A Gentle Introduction to Amazon Web Services (AWS)](https://towardsaws.com/a-gentle-introduction-to-amazon-web-services-aws-50f18c7c57dc) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium: AWS Services Every Developer Should Be Aware Of](https://medium.com/@ashish_fagna/aws-services-every-developer-should-be-aware-of-f7c48aaa854f) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [blog.cloudyali.io: The Absolute minimum every developer must know about' AWS security!](https://blog.cloudyali.io/absolute-minimum-every-developer-must-know-about-aws-security) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium: 6 Lessons Learned - Migrating Application on Production](https://medium.com/swlh/6-lessons-learned-from-migrating-web-application-on-production-ce9add8e63f3) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [dzone: Five Different Ways to Build AWS Infrastructure](https://dzone.com/articles/five-different-ways-to-build-aws-infrastructure) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [ben11kehoe.medium.com: Never put AWS temporary credentials in the credentials' file (or env vars) β€” there’s a better way](https://ben11kehoe.medium.com/never-put-aws-temporary-credentials-in-env-vars-or-credentials-files-theres-a-better-way-25ec45b4d73e) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [tech.twenix.com: Securiza tu infraestructura cloud sin arruinarte](https://tech.twenix.com/securiza-tu-infraestructura-cloud-sin-arruinarte-d9d2e2d5302c) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [paigeshin1991.medium.com: Drop Nuclear Bomb on your AWS account. How to' clear your entire AWS services in 3 seconds](https://paigeshin1991.medium.com/drop-nuclear-bomb-on-your-aws-services-how-to-clear-your-entire-aws-account-in-3-seconds-53f28928e09c) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium.com/gargee-bhatnagar: How to Create a Custom AMI with Image Pipeline' and Automate its Creation Using EC2 Image Builder](https://medium.com/gargee-bhatnagar/how-to-create-a-custom-ami-with-image-pipeline-and-automate-its-creation-using-ec2-image-builder-7e194e39c8e9) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium.com/@imaze.enabulele: Autoscaling EC2 Instances for High Availability' and Stress Testing 🌟](https://medium.com/@imaze.enabulele/autoscaling-ec2-instances-for-high-availability-and-stress-testing-946b41f229e2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [awstip.com: How to list all resources in your AWS account](https://awstip.com/how-to-list-all-resources-in-your-aws-account-c3f18061f71b) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [terminalsandcoffee.com: Setting Up the AWS CLI & IAM User API Keys 🌟](https://terminalsandcoffee.com/setting-up-the-aws-cli-iam-user-api-keys-b83554e314e4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [mrdevops.hashnode.dev: How to Create EC2 Instance in AWS: Step by Step' Tutorial](https://mrdevops.hashnode.dev/how-to-create-ec2-instance-in-aws-step-by-step-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [aws.plainenglish.io](https://aws.plainenglish.io) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [AWStip.com](https://awstip.com) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [bitmovin: Improving Video Quality on the Web](https://medium.com/aws-activate-startup-blog/bitmovin-improving-video-quality-on-the-web-8670039c4334) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [What Startups Should Know about Amazon VPCβ€Šβ€”β€ŠPart 1](https://medium.com/aws-activate-startup-blog/what-startups-should-know-about-amazon-vpc-part-1-bebe94b7f228) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [Scaling on AWS (Part 3): >500K Users](https://medium.com/aws-activate-startup-blog/scaling-on-aws-part-3-500k-users-3750b227b761) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium.com: Building a Serverless Dynamic DNS System with AWS](https://medium.com/aws-activate-startup-blog/building-a-serverless-dynamic-dns-system-with-aws-a32256f0a1d8) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium.com: The Top 10 AWS Startup Blog Posts of 2015](https://medium.com/aws-activate-startup-blog/the-top-10-aws-startup-blog-posts-of-2015-d2975e3778bb) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium: Top 4 AWS Patterns of Highly Available API](https://medium.com/greenm/top-4-aws-patterns-of-highly-available-api-d34599bfbb96) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium: AWS configuration files, explained](https://medium.com/@ben11kehoe/aws-configuration-files-explained-9a7ea7a5b42e) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [medium.com/swlh: AWS Config β€” Compliance as Code](https://medium.com/swlh/aws-config-compliance-as-code-9621eb3b7ac7) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [AWS, Azure, GCP: Resource Hierarchies](https://levelup.gitconnected.com/aws-azure-gcp-resource-hierarchies-25b829127511) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [bridgecrew.io: Best practices for AWS tagging with Yor](https://bridgecrew.io/blog/best-practices-for-aws-tagging-with-yor) [COMMUNITY-TOOL] β€” *Go to [Section](./aws.md)*
-  - [Dzone refcard: Getting Started with Docker](https://dzone.com/refcardz/getting-started-with-docker-1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [Dzone refcard: Java Containerization 🌟](https://dzone.com/refcardz/java-containerization) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Strategies of docker images optimization](https://medium.com/sciforce/strategies-of-docker-images-optimization-2ca9cc5719b6) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [Dzone: Docker explained, an introductory guide to docker](https://dzone.com/articles/docker-explained-an-introductory-guide-to-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [Dzone: everything you need to know about docker](https://dzone.com/articles/everything-you-need-to-know-about-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: What is Docker, Why should you use it in simple words](https://medium.com/@shahinghasemy/what-is-docker-why-should-you-use-it-in-simple-words-cc5e6160f9db) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Top Questions for Getting Started with Docker 🌟](https://www.docker.com/blog/top-questions-for-getting-started-with-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: How to Start Working With Docker Containers](https://medium.com/swlh/how-to-start-working-with-docker-containers-72b73ca60e0c) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [dzone: Mitigating DevOps Repository Risks](https://dzone.com/articles/mitigating-devops-repository-risks) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Docker Hub Experimental CLI tool](https://www.docker.com/blog/docker-hub-experimental-cli-tool) [COMMUNITY-TOOL] [EMERGING] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Year in Review: The Most Viewed Docker Blog Posts of 2020 Part' 1 🌟](https://www.docker.com/blog/year-in-review-the-most-viewed-docker-blog-posts-of-2020-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Use Cron With Your Docker Containers](https://www.cloudsavvyit.com/9033/how-to-use-cron-with-your-docker-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Containerized Python Development – Part 1](https://www.docker.com/blog/containerized-python-development-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [developers.redhat.com: Making environment variables accessible in front-end' containers](https://developers.redhat.com/blog/2021/03/04/making-environment-variables-accessible-in-front-end-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Dockerizing a REST API in Python Less Than 9 MB and Based on scratch' Image](https://medium.com/analytics-vidhya/dockerizing-a-rest-api-in-python-less-than-9-mb-and-based-on-scratch-image-ef0ee3ad3f0a) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [turbofuture.com: A Beginners Guide to Containers and Docker](https://turbofuture.com/computers/introductiontodocker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium.com/nttlabs: Kubernetes driver for Docker BuildX](https://medium.com/nttlabs/buildx-kubernetes-ad0fe59b0c64) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Push Docker Image To Docker Hub](https://medium.com/codex/push-docker-image-to-docker-hub-acc978c76ad) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [blog.thundra.io: Why Should You Run All Your Tests in Docker? 🌟](https://blog.thundra.io/why-should-you-run-all-your-tests-in-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [pawelurbanek.com: asdf and Docker for Managing Local Development Dependencies](https://pawelurbanek.com/asdf-docker-development) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to SSH into a Docker container](https://www.cloudsavvyit.com/13937/how-to-ssh-into-a-docker-container) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to use docker cp to copy files between host and containers](https://www.cloudsavvyit.com/13987/how-to-use-docker-cp-to-copy-files-between-host-and-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [baeldung.com: Deploying a Java War in a Docker Container](https://www.baeldung.com/docker-deploy-java-war) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Pass Environment Variables to Docker Containers](https://www.cloudsavvyit.com/14081/how-to-pass-environment-variables-to-docker-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How To Clean Up and Delete Docker Images](https://www.cloudsavvyit.com/14191/how-to-clean-up-and-delete-docker-images) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Assign a Static IP to a Docker Container](https://www.cloudsavvyit.com/14508/how-to-assign-a-static-ip-to-a-docker-container) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Inspect a Docker Image’s Content Without Starting' a Container](https://www.cloudsavvyit.com/14663/how-to-inspect-a-docker-images-content-without-starting-a-container) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How (and Why) to Run Docker Inside Docker](https://www.cloudsavvyit.com/14890/how-and-why-to-run-docker-inside-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: What’s the Difference Between Exposing and Publishing' a Docker Port?](https://www.cloudsavvyit.com/14880/whats-the-difference-between-exposing-and-publishing-a-docker-port) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [clavinjune.dev: Working With Remote Docker Using Docker Context](https://clavinjune.dev/en/blogs/working-with-remote-docker-using-docker-context) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Add a Volume to an Existing Docker Container](https://www.cloudsavvyit.com/14973/how-to-add-a-volume-to-an-existing-docker-container) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: How to Manage Docker Engine Plugins](https://www.cloudsavvyit.com/15066/how-to-manage-docker-engine-plugins) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [mjovanc.com: Get started with Docker and Docker Compose](https://mjovanc.com/get-started-with-docker-and-docker-compose-cddcb5a3f3b9) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [nishnit007.medium.com: A Journey from Dockerfile to Application Deployment' on Kubernetes For Beginners](https://nishnit007.medium.com/a-journey-from-dockerfile-to-application-deployment-on-kubernetes-for-beginners-fea1eb0f3581) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium.com/@joelbelton: Optimising Docker Performance β€” The Key 4 Techniques' You Need](https://medium.com/@joelbelton/optimising-docker-performance-the-key-4-techniques-you-need-6440cfebb650) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium.com/geekculture: Docker β€” Limit Container CPU Usage 🌟](https://medium.com/geekculture/docker-limit-container-cpu-usage-11eb8ee0de5a) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [fatehmuhammad.medium.com: Introduction to Docker | part 1](https://fatehmuhammad.medium.com/introduction-to-docker-part-1-3cff7559e372) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudnativeislamabad.hashnode.dev: Introduction to Docker | part 1 🌟](https://cloudnativeislamabad.hashnode.dev/introduction-to-docker-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [blog.devgenius.io: Container β€” Namespace Introduction](https://blog.devgenius.io/container-namespace-introduction-6a1e26f8707a) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium.com/@BeNitinAgarwal: Lifecycle of Docker Container](https://medium.com/@BeNitinAgarwal/lifecycle-of-docker-container-d2da9f85959) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [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€” *Go to [Section](./docker.md)*
-  - [medium.com/@i180826: Using Docker to build React App](https://medium.com/@i180826/using-docker-to-build-react-app-49862615e6f8) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [kennybrast.medium.com: How I Used Docker to Create a Python Dev Environment](https://kennybrast.medium.com/how-i-used-docker-to-create-a-python-dev-environment-48a5d31ae277) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [tonylixu.medium.com: Docker RUN vs CMD vs ENTRYPOINT](https://tonylixu.medium.com/docker-run-vs-cmd-vs-entrypoint-57f248b95889) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [dzone: Components of Container Management](https://dzone.com/articles/components-of-container-management) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [pointbase.hashnode.dev: Understand Docker layers by example : RUN instructions' Impact](https://pointbase.hashnode.dev/understand-docker-layers-by-example-run-instructions-impact) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [blog.docker.com: Intro Guide to Dockerfile Best Practices 🌟](https://blog.docker.com/2019/07/intro-guide-to-dockerfile-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Intro Guide to Dockerfile Best Practices](https://www.docker.com/blog/intro-guide-to-dockerfile-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [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€” *Go to [Section](./docker.md)*
-  - [faun.pub: Dockerfile Best Practices for Developers | Pavan Belagatti](https://faun.pub/dockerfile-best-practices-for-developers-87a2c19b4abe) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [azeynalli1990.medium.com: 15 Best Practices when working with Docker](https://azeynalli1990.medium.com/15-best-practices-when-working-with-docker-720d2d8de202) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [hwchiu.medium.com: Docker Networking Model β€” Introduction](https://hwchiu.medium.com/docker-networking-model-introduction-194a2a2c9b68) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Understanding Docker Volumes, Mounts and Layers and How to Manage' Data in Containers](https://medium.com/nycdev/understanding-docker-volumes-mounts-and-layers-9fa17befa493) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [betterprogramming.pub: 5 Simple Tips For Debugging Docker Containers 🌟](https://betterprogramming.pub/5-simple-tips-for-debugging-docker-containers-271cb3dee77a) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Docker anti-patterns | Codefresh](https://medium.com/containers-101/docker-anti-patterns-ad2a1fcd5ce1) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [infosecwriteups.com: Attacking and securing Docker containers](https://infosecwriteups.com/attacking-and-securing-docker-containers-cc8c80f05b5b) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: How to build a smaller Docker image](https://medium.com/@gdiener/how-to-build-a-smaller-docker-image-76779e18d48a) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [contains.dev: Optimizing Docker image size and why it matters](https://contains.dev/blog/optimizing-docker-image-size) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [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€” *Go to [Section](./docker.md)*
-  - [medium.com/vantageai: How to make your Python Docker images secure, fast' & small 🌟](https://medium.com/vantageai/how-to-make-your-python-docker-images-secure-fast-small-b3a6870373a0) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [blog.devgenius.io: DevOps in K8s β€” Write Dockerfile Efficiently 🌟](https://blog.devgenius.io/devops-in-k8s-write-dockerfile-efficiently-37eaedf87163) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium.com/@RoussiAbel: Optimizing java base docker images size from 674Mb' to 58Mb](https://medium.com/@RoussiAbel/optimizing-java-base-docker-images-size-from-674mb-to-58mb-c1b7c911f622) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [pauldally.medium.com: Structuring Dockerfiles For Productivity](https://pauldally.medium.com/structuring-dockerfiles-for-productivity-2681de4815a4) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [cloudsavvyit.com: 10 Tools That Complement Docker](https://www.cloudsavvyit.com/15158/10-tools-that-complement-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Docker and Ambassador Labs Announce Telepresence for Docker,' Improving the Kubernetes Development Experience 🌟](https://www.docker.com/blog/telepresence-for-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [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€” *Go to [Section](./docker.md)*
-  - [medium.com/@adeelsubhan25: How to setup and build Docker Images on Windows](https://medium.com/@adeelsubhan25/how-to-setup-and-build-docker-images-on-windows-baf252152aca) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Announcing the Compose Specification 🌟](https://www.docker.com/blog/announcing-the-compose-specification) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [Visual docker-compose.yml file generator 🌟](https://nuxx.io) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: How can we easily and visually explain the Docker Compose 🌟](https://medium.com/clarusway/how-can-we-easily-and-visually-explain-the-docker-compose-53df77e9f046) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [docker.com: Docker Compose for Amazon ECS Now Available](https://www.docker.com/blog/docker-compose-for-amazon-ecs-now-available) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: Windows Containers (personal) cheat sheet](https://medium.com/@sebagomez/windows-containers-personal-cheat-sheet-95c1c4d6bdf5) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [kubedex.com: Base images comparison](https://kubedex.com/base-images) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [medium: nerdctl: Docker-compatible CLI for contaiNERD](https://medium.com/nttlabs/nerdctl-359311b32d0e) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [dzone: Alternatives to Docker Desktop](https://dzone.com/articles/alternatives-to-docker-desktop) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [dzone: Docker Alternatives: 10 Alternatives to Docker for Your SaaS Application](https://dzone.com/articles/docker-alternatives-10-alternatives-to-docker-for) [COMMUNITY-TOOL] β€” *Go to [Section](./docker.md)*
-  - [softwaretestguideforu.com: What is system testing? How to perform system' testing?](https://www.softwaretestguideforu.com/2020/06/what-is-system-testinghow-to-perform.html) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Automation Testing Implementation Guide](https://www.botplayautomation.com/post/what-is-automation-testing-the-need-for-automation-testing-automation-testing-implementation-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Types of Software Testing](https://www.botplayautomation.com/post/types-of-software-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Automation & Manual Testing Best Practices](https://www.botplayautomation.com/post/best-practices-to-follow-in-software-testing-manual-and-automation-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: How to write a Software Test Plan?](https://www.botplayautomation.com/post/how-to-write-a-test-plan) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [blog.thundra.io: 4 Software Testing Roles](https://blog.thundra.io/4-software-testing-roles) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Common mistakes test teams make in automation testing' and how to fix them](https://www.botplayautomation.com/post/common-mistakes-test-teams-make-in-automation-testing-and-how-to-fix-them) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Automation Test Plan](https://www.botplayautomation.com/post/automation-test-plan) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [boozangfromthetrenches.com: Root Cause Analysis in Test Automation](https://boozangfromthetrenches.com/root-cause-analysis-in-test-automation/9) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [copyconstruct.medium.com: Testing in Production, the safe way 🌟🌟🌟](https://copyconstruct.medium.com/testing-in-production-the-safe-way-18ca102d0ef1) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [blog.thundra.io: How to Fix Your Failing End-to-End Tests?](https://blog.thundra.io/how-to-fix-your-failing-end-to-end-tests) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [dzone: Checklist for API Verification 🌟](https://dzone.com/articles/checklist-for-api-verification) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [dzone: We Are Testing Software Incorrectly and It's Costly](https://dzone.com/articles/we-are-testing-software-incorrectly-and-its-costly) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [betterprogramming.pub: Why We Quit Unit Testing Classes to Focus On a' Behavioral Approach](https://betterprogramming.pub/quit-unit-testing-classes-and-use-a-behavior-oriented-approach-306a667f9a31) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [adequatica.medium.com: Principles of Writing Automated Tests](https://adequatica.medium.com/principles-of-writing-automated-tests-a2b72218264c) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [dzone: Testing the Untestable and Other Anti-Patterns](https://dzone.com/articles/testing-the-untestable-and-other-anti-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [testsvision.com: 6 Popular Automation Testing Frameworks & Tools](https://testsvision.com/6-popular-automation-testing-frameworks-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [venturebeat.com: Reflect brings automated no-code web testing to the cloud](https://venturebeat.com/2021/01/22/reflect-brings-automated-no-code-web-testing-to-the-cloud) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [dzone: Top Microservices Testing Tools Testers Should Know About](https://dzone.com/articles/top-microservices-testing-tools-testers-should-kno) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [dzone: Component Tests for Spring Cloud Microservices](https://dzone.com/articles/component-tests-for-spring-cloud-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [beellz.hashnode.dev: Continuous Profiling in Kubernetes Using Pyroscope](https://beellz.hashnode.dev/continuous-profiling-in-kubernetes-using-pyroscope) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [softwarequickguide.com: What is performance testing and performance testing' tools](https://softwarequickguide.com/what-is-performance-testing-and-performance-testing-tools) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com](https://www.botplayautomation.com) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [botplayautomation.com: Benefits of Codeless (no code) Automation Testing](https://www.botplayautomation.com/post/benefits-of-codeless-automation-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./qa.md)*
-  - [docker.com: How to Develop Inside a Container Using Visual Studio Code Remote' Containers 🌟](https://www.docker.com/blog/how-to-develop-inside-a-container-using-visual-studio-code-remote-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [visualstudiomagazine.com: Code with Fire! Top VS Code Tips](https://visualstudiomagazine.com/articles/2021/01/29/vs-code-tips.aspx) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [betterprogramming.pub: How To Update Your GitHub Repository in Visual Studio' Code](https://betterprogramming.pub/how-to-update-your-github-repository-in-visual-studio-code-7bb9e8549cea) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [levelup.gitconnected.com: 12 Visual Studio Code Shortcuts That Every Developer' Must Know](https://levelup.gitconnected.com/12-visual-studio-code-shortcuts-that-every-developer-must-know-8d6ce5fc3631) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [betterprogramming.pub: Generating Class Diagrams for .Net Core](https://betterprogramming.pub/generating-class-diagrams-for-net-core-c4913db9398b) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [betterprogramming.pub: Learn to Code Remotely With VS Code And SSH](https://betterprogramming.pub/learn-to-code-remotely-with-vs-code-and-ssh-68c630759279) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [gijsreijn.medium.com: Optimizing Your DSC V3 Authoring Experience in VSCode](https://gijsreijn.medium.com/optimizing-your-dsc-v3-authoring-experience-in-vscode-bd8e90c52312) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [betterprogramming.pub: The Best VS Code Extensions to Supercharge Your Git](https://betterprogramming.pub/the-best-vs-code-extensions-to-supercharge-your-git-5d5ab3f64f64) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [dzone.com: 10 VS Code Extensions to Fight Technical Debt](https://dzone.com/articles/10-vs-code-extensions-to-fight-technical-debt) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [hashicorp.com: Terraform extension for VS Code speeds up loading of large' workspaces](https://www.hashicorp.com/blog/terraform-extension-for-vs-code-speeds-up-loading-of-large-workspaces) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [dannys.cloud: Autocomplete your CloudFormation Resources in VS Code](https://dannys.cloud/autocomplete-cloudformation-resources-vs-code) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [hashicorp.com: Supporting the HashiCorp Terraform Extension for Visual Studio' Code](https://www.hashicorp.com/blog/supporting-the-hashicorp-terraform-extension-for-visual-studio-code) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [blog.stackademic.com: Debugging Microservices Locally with mirrord](https://blog.stackademic.com/mastering-local-microservices-debugging-with-mirrord-0a99443c1544) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [visualstudiomagazine.com: Bridge to Kubernetes Simplifies Microservice Development' in Visual Studio/VS Code](https://visualstudiomagazine.com/articles/2020/10/07/bridge-kubernetes.aspx) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [evaizik.medium.com: Setting up a remote debugging for Java microservices' running inside Kubernetes pods](https://evaizik.medium.com/setting-up-a-remote-debugging-for-java-microservices-running-inside-kubernetes-pods-d4aab1ff4efa) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [betterprogramming.pub: My Top 7 Most Underrated IntelliJ IDEA Features](https://betterprogramming.pub/my-top-7-most-underrated-intellij-idea-features-572b0b706bd6) [COMMUNITY-TOOL] β€” *Go to [Section](./visual-studio.md)*
-  - [Learn Python 'subreddit'](https://www.reddit.com/r/learnpython) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Python progression path - From apprentice to guru](https://stackoverflow.com/questions/2573135/python-progression-path-from-apprentice-to-guru) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit: Why Python](https://www.reddit.com/r/Python/comments/3ylxmk/why_python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit.com: Modules every python developer should know](https://www.reddit.com/r/Python/comments/3yg2u4/modules_every_python_developer_should_know) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit.com: My thoughts about moving from Python 2.7 to Python 3.x](https://www.reddit.com/r/Python/comments/3yjlim/my_thoughts_about_moving_from_python_27_to_python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [en.wikibooks.org: Python Programming](https://upload.wikimedia.org/wikipedia/commons/9/91/Python_Programming.pdf) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit.com: Functions vs. Classes](https://www.reddit.com/r/learnpython/comments/40rieo/functions_vs_classes) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [Complexity of Python Operations](https://www.ics.uci.edu/~pattis/ICS-33/lectures/complexitypython.txt) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit.com: Multiprocessing vs Threading?](https://www.reddit.com/r/learnpython/comments/418z8b/multiprocessing_vs_threading) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [linuxconfig.org: python tuples 🌟](https://linuxconfig.org/python-tuples) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: 3 Seemingly Simple Python Features That Confuse Beginners](https://betterprogramming.pub/3-seemingly-simple-python-features-that-confuse-beginners-313575312dcf) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [pub.towardsai.net: OPs Concept in Python](https://pub.towardsai.net/oops-concept-in-python-b5f5833d57db) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [pub.towardsai.net: Class and Objects in Python with Examples](https://pub.towardsai.net/class-and-objects-in-python-with-examples-591c6ca95ee6) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [dineshkumarkb.com: How to specify non PYPI requirements in your requirements.txt' file](https://dineshkumarkb.com/tech/how-to-specify-non-pypi-requirements-in-your-requirements-txt-file) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [jhhemal.medium.com: Some Tips and Tricks for Writing Better Code in Python](https://jhhemal.medium.com/some-tips-and-tricks-for-writing-better-code-in-python-f65e4b6814fd) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [jhhemal.medium.com: Some Essential Built-in Tools for Working with Lists](https://jhhemal.medium.com/some-essential-built-in-tools-for-working-with-lists-81c4f9d5f25e) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [dineshkumarkb.com: Reverse a linked list without additional datastructures' using python](https://dineshkumarkb.com/tech/reverse-a-linked-list-without-additional-datastructures-using-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [tecadmin.net: How To Read, Write & Parse CSV in Python](https://tecadmin.net/read-write-csv-in-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [writersbyte.com: 4 key Python Data Structures every beginner must know](https://writersbyte.com/4-key-python-data-structures-e-very-beginner-must-know) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [python.plainenglish.io: Special Methods Will Change How You Write Classes' in Python](https://python.plainenglish.io/special-methods-that-will-change-how-you-build-classes-in-python-cd0226b52eb6) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com: Learn about Exceptions in Python](https://medium.com/@andreas.soularidis/learn-about-exceptions-in-python-fef309f66a78) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [tusharsrivastava.hashnode.dev: Handling text files in python - an easy guide' for beginners](https://tusharsrivastava.hashnode.dev/handling-text-files-in-python-an-easy-guide-for-beginners) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium: A Simple Guide to Handle Text Files in Python | Andreas Soularidis](https://medium.com/@andreas.soularidis/a-simple-guide-to-handle-text-files-in-python-cd8a1a33ecaf) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [blog.varunsingh.in: 5 Python Tricks That Made Me A Good Python Developer](https://blog.varunsingh.in/5-python-tricks-that-made-me-a-good-python-developer) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [python.plainenglish.io: How to Perform Read and Write Operations on JSON' Files in Python](https://python.plainenglish.io/how-to-perform-read-and-write-operations-on-json-files-in-python-a5bac724320d) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [blog.alluxi.com: 8 habilidades que necesitas para ser un gran programador' Python](https://blog.alluxi.com/8-habilidades-que-necesitas-para-ser-un-gran-programador-python) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/@florian.rieger: If you havenβ€˜t heard of descriptors, you donβ€˜t' know Python](https://medium.com/@florian.rieger/if-you-haven-t-heard-of-descriptors-you-don-t-know-python-1ea4fd1614c2) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [blog.devgenius.io: Logging in Python](https://blog.devgenius.io/logging-in-python-adec94519755) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [blog.devgenius.io: Introduction to python dictionaries](https://blog.devgenius.io/introduction-to-python-dictionaries-89045c9bf315) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [levelup.gitconnected.com: Fully Explained Array Data Structure in Python](https://levelup.gitconnected.com/fully-explained-array-data-structure-in-python-67dd9a12b695) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [pub.towardsai.net: Python: Zero to Hero with Examples](https://pub.towardsai.net/python-zero-to-hero-with-examples-c7a5dedb968b) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Getting Started With Pyvcloud β€” A Python Library](https://betterprogramming.pub/getting-started-with-pyvcloud-a-python-library-2e77092ed3ea) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: This Is Why You Should Use Tortoise-ORM in Your Python' Projects](https://betterprogramming.pub/this-is-why-you-should-use-tortoise-orm-in-your-python-projects-a3897dc5309e) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [docker.com: How to Train and Deploy a Linear Regression Model Using PyTorch' – Part 1 (Machine Learning)](https://www.docker.com/blog/how-to-train-and-deploy-a-linear-regression-model-using-pytorch-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Learning Python With Program Templates: The Input' One, Process One Template](https://betterprogramming.pub/learning-python-with-program-templates-the-input-one-process-one-template-d7ed5156d3fc) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Automate Filling Templates With Python 🌟](https://betterprogramming.pub/automate-filling-templates-with-python-1ff6c6fd595e) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [pub.towardsai.net: Why Map(), Filter() And Reduce() Functions are so Famous?](https://pub.towardsai.net/why-map-filter-and-reduce-functions-are-so-famous-4c8e42fd0755) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [amitprius.medium.com: Python Dictionary: Zero to Hero with Examples](https://amitprius.medium.com/python-dictionary-zero-to-hero-with-examples-a7497a672dd4) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [python.plainenglish.io: It’s Time to Say Goodbye to These Obsolete Python' Libraries 🌟](https://python.plainenglish.io/its-time-to-say-goodbye-to-these-obsolete-python-libraries-7c02aa77d84a) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [guru99.com: Mutable & Immutable Objects in Python {EXAMPLES} 🌟](https://www.guru99.com/mutable-and-immutable-in-python.html) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Python List Comprehensions Are More Powerful Than' You Might Think](https://betterprogramming.pub/python-list-comprehensions-are-more-powerful-than-you-might-think-3363a90e5bb0) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/@yonatanzunger: Advanced Python: Achieving High Performance with' Code Generation 🌟🌟](https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-with-code-generation-796b177ec79) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/@connect.hashblock: Learn how you can create a chatbot in Python](https://medium.com/@connect.hashblock/learn-how-you-can-create-a-chatbot-in-python-da136467309b) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [adicode.ml: Take your web development to next level with these python libraries](https://adicode.ml/python-libraries-for-webdevelopment) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/@terminalsandcoffee: Mastering Python: How to Generate a List' of Dictionaries for Files in Your Working Directory with One Script](https://medium.com/@terminalsandcoffee/mastering-python-how-to-generate-a-list-of-dictionaries-for-files-in-your-working-directory-with-7cab8b485e69) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [blog.devops.dev: Generating A List of Dictionaries With Python](https://blog.devops.dev/generating-a-list-of-dictionaries-with-python-77fca1854911) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [python.plainenglish.io: REST: A Quick Guide to Building Scalable and Flexible' Systems Using HTTP](https://python.plainenglish.io/rest-a-quick-guide-to-building-scalable-and-flexible-systems-using-http-62154841eefd) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [hub.tinztwins.de: 7 Hidden Python Tips for 2024](https://hub.tinztwins.de/7-hidden-python-tips-for-2024) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/bitgrit-data-science-publication: latexify: Writing LaTeX with' Python](https://medium.com/bitgrit-data-science-publication/latexify-writing-latex-with-python-6c0fa4b2e9d5) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Dockerize Your Django Apps](https://betterprogramming.pub/dockerize-your-django-apps-428189407c69) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [rajansahu713.medium.com: Hands-On Guide to Restful API using Flask Python](https://rajansahu713.medium.com/hands-on-guide-to-restful-api-using-flask-python-16270f866ffe) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit: Ship Better Python Using Feature Flags](https://www.reddit.com/r/Python/comments/3zl3g4/ship_better_python_using_feature_flags) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [reddit: Real examples of unit testing](https://www.reddit.com/r/learnpython/comments/3zl0p6/real_examples_of_unit_testing) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: How to Use Pandas to Consume Data and Perform Data' Analysis](https://betterprogramming.pub/how-to-use-pandas-to-consume-data-and-perform-data-analysis-76e000ad5480) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [iaviral.medium.com: Most used functions in Pandas](https://iaviral.medium.com/most-used-functions-in-pandas-7c12ae238185) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [betterprogramming.pub: Pandas Illustrated: The Definitive Visual Guide to' Pandas](https://betterprogramming.pub/pandas-illustrated-the-definitive-visual-guide-to-pandas-c31fa921a43) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [hands-on.cloud: Quick Intro To Python 3 for AWS Automation Engineers 🌟](https://hands-on.cloud/quick-introduction-to-python-for-aws-automation-engineers) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium.com/@d.deloatch: How to Stop all Instances Using AWS SDK for Python' (Boto3)](https://medium.com/@d.deloatch/how-to-stop-all-instances-using-aws-sdk-for-python-boto3-2e02af03177) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [medium: Build Interactive CLI Tools in Python](https://medium.com/codestory/build-interactive-cli-tools-in-python-47303c50d75) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [python.plainenglish.io: 12 Python Snippets That Will Boost Your Productivity](https://python.plainenglish.io/python-snippets-7e8dcbeae26e) [COMMUNITY-TOOL] β€” *Go to [Section](./python.md)*
-  - [jcchavezs/porto](https://github.com/jcchavezs/porto) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [curl-to-go](https://mholt.github.io/curl-to-go) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [gobrew 🌟](https://github.com/kevincobain2000/gobrew) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [Mathieu-Desrochers/Learning-Go](https://github.com/Mathieu-Desrochers/Learning-Go) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [Koa.js](https://koa) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [alexsniffin.medium.com: Debugging Remotely with Go in Kubernetes](https://alexsniffin.medium.com/debugging-remotely-in-kubernetes-with-go-fda4f3332316) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium: Microservices in Go](https://medium.com/seek-blog/microservices-in-go-2fc1570f6800) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [search.gocenter.io: JFrog Go Center](https://search.gocenter.io) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [ammeon.com: Profiling golang microservices for high throughput on kubernetes/openshift' clusters](https://www.ammeon.com/profiling-golang-microservices-for-high-throughput-on-kubernetes-openshift-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [hashicorp.com: 8 Best Practices for Writing Secure Go Code](https://www.hashicorp.com/resources/8-best-practices-for-writing-secure-go-code) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [levelup.gitconnected.com: Generics in Go: Viva La Revolution!](https://levelup.gitconnected.com/generics-in-go-viva-la-revolution-e27898bf5495) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [teivah.medium.com: When to Use Generics in Go?](https://teivah.medium.com/when-to-use-generics-in-go-36d49c1aeda) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [betterprogramming.pub: Writing My First Microservice Using Go](https://betterprogramming.pub/my-first-microservice-using-golang-c5cf69f1376d) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [levelup.gitconnected.com: Concurrency in Go: shared memory](https://levelup.gitconnected.com/concurrency-in-go-shared-memory-a2ef201b396b) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [medium.com/datascale: Know GOMAXPROCS before deploying your GO app to Kubernetes](https://medium.com/datascale/know-gomaxprocs-before-deploying-your-go-app-to-kubernetes-7a458fb63af1) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [aly.arriqaaq.com: Golang Design Patterns in Kubernetes](https://aly.arriqaaq.com/golang-design-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [Part 4 β€” Using the Go client framework](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-part-4-using-go-b1d0e3c1c899) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [medium.com/codex: Explore client-go Informer Patterns](https://medium.com/codex/explore-client-go-informer-patterns-4415bb5f1fbd) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [shahin-mahmud.medium.com: Write your first Kubernetes operator in go](https://shahin-mahmud.medium.com/write-your-first-kubernetes-operator-in-go-177047337eae) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [reddit.com: What is the best microservice framework in Go?](https://www.reddit.com/r/golang/comments/jnv4bd/what_is_the_best_microservice_framework_in_go) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [medium.com/vedcraft: Top Microservices Frameworks in Go](https://medium.com/vedcraft/top-microservices-frameworks-in-go-762445c30dd6) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [go.dev: A new search experience on pkg.go.dev](https://go.dev/blog/pkgsite-search-redesign) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Getting started with Go-Lang](https://dev.to/treva123mutebi/getting-started-with-go-lang-1g0) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to/mavensingh: Advantages and Disadvantages of Go](https://dev.to/mavensingh/advantages-and-disadvantages-of-go-5gha) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Getting Started With Go (golang) | Michael Levan](https://dev.to/thenjdevopsguy/getting-started-with-go-golang-5eh8) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [Zepto is a lightweight framework for the development of microservices & web services in golang](https://github.com/go-zepto/zepto) [COMMUNITY-TOOL] [EMERGING] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Understanding and Crafting HTTP Middlewares in Go](https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [rakyll/go-test-trace 🌟](https://github.com/rakyll/go-test-trace) [COMMUNITY-TOOL] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟](https://github.com/luk4z7/go-concurrency-guide) [COMMUNITY-TOOL] [GUIDE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [developer.okta.com: Elasticsearch in Go: A Developer's Guide](https://developer.okta.com/blog/2021/04/23/elasticsearch-go-developers-guide) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [thenewstack.io: Getting Started with Go and InfluxDB](https://thenewstack.io/getting-started-with-go-and-influxdb) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [blog.logrocket.com: Building a simple app with Go and PostgreSQL](https://blog.logrocket.com/building-simple-app-go-postgresql) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Watch and react to Kubernetes objects changes](https://dev.to/lucasepe/watch-and-react-to-kubernetes-objects-changes-3kcg) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [collabnix.com: Kubernetes CRUD Operation using Go on Docker Desktop](https://collabnix.com/kubernetes-crud-operation-using-go-on-docker-desktop) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [forbearing/k8s](https://github.com/forbearing/k8s) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Dockerize a GoLang HTTP server and deploy it on Kubernetes](https://dev.to/aksrao1998/dockerize-a-golang-http-server-and-deploy-it-on-kubernetes-592j) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [ggicci/httpin: HTTP Input for Go](https://github.com/ggicci/httpin) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [github.com/groundcover-com: Container Restarts Watcher](https://github.com/groundcover-com/blog/tree/main/blog_k8s_containers_restarts) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [ebosas/microservices](https://github.com/ebosas/microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [dsa0x/sicher](https://github.com/dsa0x/sicher) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [cap](https://github.com/hashicorp/cap) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [github.com/Email-Dashboard:](https://github.com/Email-Dashboard/Email-Dashboard) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [rehacktive/caffeine](https://github.com/rehacktive/caffeine) [COMMUNITY-TOOL] β€” *Go to [Section](./golang.md)*
-  - [Wikipedia: Message Broker](https://en.wikipedia.org/wiki/Message_broker) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Wikipedia: Event-driven messaging](https://en.wikipedia.org/wiki/Event-driven_messaging) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Wikipedia: Streaming Data](https://en.wikipedia.org/wiki/Streaming_data) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Event-Driven Architecture as a Strategy](https://dzone.com/articles/event-driven-architecture-as-a-strategy) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [wikipedia: Enterprise service bus](https://en.wikipedia.org/wiki/Enterprise_service_bus) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [cncf.io: The need for Kubernetes Native Messaging Platform in Hybrid Cloud' Environment](https://www.cncf.io/blog/2020/11/03/the-need-for-kubernetes-native-messaging-platform-in-hybrid-cloud-environment) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [wiprodigital.com: A Guide to Enterprise Event-Driven Architecture](https://wiprodigital.com/2020/11/10/a-guide-to-enterprise-event-driven-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Introduction to Event-Driven Architecture 🌟](https://medium.com/microservicegeeks/introduction-to-event-driven-architecture-e94ef442d824) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [sebalopezz.medium.com: Monolith to Microservices + Event-Driven Architecture' 🌟](https://sebalopezz.medium.com/monolith-to-microservices-event-driven-architecture-ff4284bf4ecf) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Introduction to Message Queues 🌟](https://medium.com/hookdeck/introduction-to-message-queues-20d00373cc1f) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [headspring.com: Is Kafka or RabbitMQ the right messaging tool for you?](https://headspring.com/2019/07/09/kafka-or-rabbitmq-messaging) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [baeldung.com: Pub-Sub vs. Message Queues 🌟](https://www.baeldung.com/pub-sub-vs-message-queues) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Monolithic to Microservices Architecture with Patterns & Best' Practices 🌟](https://medium.com/design-microservices-architecture-with-patterns/monolithic-to-microservices-architecture-with-patterns-best-practices-a768272797b2) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: RESTful Applications in An Event-Driven Architecture](https://dzone.com/articles/restful-applications-in-an-event-driven-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [jinwookim928.medium.com: Why Not Event Driven Architecture?](https://jinwookim928.medium.com/intro-to-event-driven-architecture-79914e5969d7) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.direktiv.io: Event driven orchestration with Knative (part 1)](https://blog.direktiv.io/event-driven-orchestration-with-knative-part-1-fbdcc0e2ea03) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.direktiv.io: Redefining event-driven orchestration for automation &' applications](https://blog.direktiv.io/redefining-event-driven-orchestration-for-automation-applications-ec07d79f21c0) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [pub.towardsai.net: Deep Dive into Event-Driven architecture | Gul Ershad](https://pub.towardsai.net/software-engineering-baa4e7a8015c) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [developer.com: An Introduction to Event Driven Microservices](https://www.developer.com/design/event-driven-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone.com: What Are Microservices and The Event Aggregator Pattern? 🌟](https://dzone.com/articles/microservices-and-the-event-aggregator-pattern) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [irfanyusanif.medium.com: Best practices to communicate between microservices](https://irfanyusanif.medium.com/how-to-communicate-between-microservices-7956ed68a99a) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [swapnil-chougule.medium.com: Rapid Feature Engineering through SQL](https://swapnil-chougule.medium.com/rapid-feature-engineering-through-sql-a92b0926683d) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.twitter.com: Processing billions of events in real time at Twitter](https://blog.twitter.com/engineering/en_us/topics/infrastructure/2021/processing-billions-of-events-in-real-time-at-twitter-) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/tinyclues-vision: 4 Design Principles for Robust Data Pipelines](https://medium.com/tinyclues-vision/4-design-principles-for-robust-data-pipelines-5bbd40de4a43) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/fiverr-engineering: How to Share Data Between Microservices on' High Scale](https://medium.com/fiverr-engineering/how-to-share-data-between-microservices-on-high-scale-ab2bc663898d) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/codex: Microservices Communication β€” Queues Topics and Streams](https://medium.com/codex/microservices-communication-queues-topics-and-streams-597664d4b786) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [emirayhan.medium.com: What is the difference Message Queue and Message' Bus? 🌟](https://emirayhan.medium.com/what-is-the-difference-message-queue-and-message-bus-7f2e2867eff6) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/event-driven-utopia: Comparing Stateful Stream Processing and' Streaming Databases](https://medium.com/event-driven-utopia/comparing-stateful-stream-processing-and-streaming-databases-c8c670f3f4bb) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Resilient MultiCloud Messaging](https://dzone.com/articles/messaging-for-multicloud-resilience) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [juhache.substack.com: From Data Engineer to YAML Engineer](https://juhache.substack.com/p/from-data-engineer-to-yaml-engineer-ed2) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/dev-jam: TIBCO Business Works vs. Apache Camel β€” A short Comparison' 🌟](https://medium.com/dev-jam/tibco-bw-vs-apache-camel-9552a5f4e6be) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Dzone: Introduction to Message Brokers. Part 1: Apache Kafka vs. RabbitMQ](https://dzone.com/articles/introduction-to-message-brokers-part-1-apache-kafk) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Dzone: Introduction to Message Brokers. Part 2: ActiveMQ vs. Redis Pub/Sub](https://dzone.com/articles/introduction-to-message-brokers-part-2-activemq-vs) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com: **RabbitMQ vs. Kafka**](https://medium.com/better-programming/rabbitmq-vs-kafka-1ef22a041793) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@paolo.gazzola: How to deploy a high available and fault tolerant' RabbitMQ service in an on-premise Kubernetes multi-node cluster environment](https://medium.com/@paolo.gazzola/deploy-a-rabbitmq-cluster-in-an-on-premise-kubernetes-multi-node-cluster-enviroment-5dd71d84dafc) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [betterprogramming.pub: The Perfect Message Queue Solution Based on the Redis' Stream Type](https://betterprogramming.pub/the-perfect-message-queue-solution-based-on-the-redis-stream-type-ccf273554178) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Quora.com: What's the difference between Apache Camel and Kafka?](https://www.quora.com/Whats-the-difference-between-Apache-Camel-and-Kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Hybrid multi-cloud event mesh architectural design](https://dzone.com/articles/building-a-hybrid-multi-cloud-event-mesh-demo-with) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: KubeMQ: A Modern Alternative to Kafka](https://dzone.com/articles/seamless-migration-from-kafka-to-kubemq) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Wikipedia: Cloud Based Integration (iPaaS)](https://en.wikipedia.org/wiki/Cloud-based_integration) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.axway.com: What is iPaaS?](https://blog.axway.com/hybrid-integration/whats-ipaas) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [A good explanation of how to avoid distributed transactions using outbox' pattern: Transaction Log Tailing With Debezium](https://medium.com/trendyol-tech/transaction-log-tailing-with-debezium-part-1-aeb968d72220) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com: Stream Your Database into Kafka with Debezium](https://medium.com/comsystoreply/stream-your-database-into-kafka-with-debezium-a94b2f649664) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Change Data Capture β€” Using Debezium](https://medium.com/geekculture/change-data-capture-using-debezium-ec48631d643a) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [pradeepdaniel.medium.com: Creating an ETL data pipeline to sync data to' Snowflake using Kafka and Debezium](https://pradeepdaniel.medium.com/real-time-change-data-replication-to-snowflake-using-kafka-and-debezium-d6ebb0d4eb29) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: A Visual Introduction to Debezium 🌟](https://medium.com/event-driven-utopia/a-visual-introduction-to-debezium-32563e23c6b8) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [satishchandragupta.com: Scalable Efficient Big Data Pipeline Architecture](https://www.satishchandragupta.com/tech/scalable-efficient-big-data-analytics-machine-learning-pipeline-architecture-on-cloud.html) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Logs & Offsets: (Near) Real Time ELT with Apache Kafka + Snowflake](https://medium.com/convoy-tech/logs-offsets-near-real-time-elt-with-apache-kafka-snowflake-473da1e4d776) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Apache Kafka Startup Guide: System Design Architectures: Notification' System, Web Activity Tracker, ELT Pipeline, Storage System 🌟](https://medium.com/swlh/apache-kafka-startup-guide-system-design-architectures-notification-system-web-activity-tracker-6dcaf0cf8a7) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Getting Started With Kafka on OpenShift](https://medium.com/swlh/getting-started-with-kafka-on-openshift-c44c0fdec384) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [banzaicloud.com: Kafka Schema Registry on Kubernetes the declarative way](https://banzaicloud.com/blog/kafka-schemareg) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [banzaicloud.com: Bulletproof Kafka, and the tale of an Amazon outage](https://banzaicloud.com/blog/supertubes-focal) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [levelup.gitconnected.com: Kafka for Engineers 🌟](https://levelup.gitconnected.com/kafka-for-engineers-975feaea6067) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [banzaicloud.com: Kafka on Kubernetes - using etcd 🌟](https://banzaicloud.com/blog/kafka-on-etcd) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Processing guarantees in Kafka](https://medium.com/@andy.bryant/processing-guarantees-in-kafka-12dd2e30be0e) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: How Pinterest runs Kafka at scale](https://medium.com/pinterest-engineering/how-pinterest-runs-kafka-at-scale-ff9c6f735be) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Google Pub/Sub Lite for Kafka Users](https://medium.com/google-cloud/google-pub-sub-lite-for-kafka-users-dec8a7cfc5e5) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: 4 Microservices Caching Patterns at Wix](https://medium.com/wix-engineering/4-microservices-caching-patterns-at-wix-b4dfee1ae22f) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Microservices in Rust with Kafka](https://medium.com/digitalfrontiers/microservices-in-rust-with-kafka-2b671295b24e) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Apache Kafka in a Nutshell 🌟](https://medium.com/swlh/apache-kafka-in-a-nutshell-5782b01d9ffb) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Solutions to Communication Problems in Microservices using Apache' Kafka and Kafka Lens](https://medium.com/@harmonh/solutions-to-communication-problems-in-microservices-using-apache-kafka-and-kafka-lens-9b6d453de352) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone.com: Microservices, Event-Driven Architecture and Kafka 🌟](https://dzone.com/articles/microservices-event-driven-architecture-and-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Understanding Kafka Topic Partitions](https://medium.com/event-driven-utopia/understanding-kafka-topic-partitions-ae40f80552e8) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [instaclustr.com: Apache Kafka Architecture: A Complete Guide 🌟](https://www.instaclustr.com/apache-kafka-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [developers.redhat.com: Getting started with Red Hat OpenShift Streams for' Apache Kafka](https://developers.redhat.com/articles/2021/07/07/getting-started-red-hat-openshift-streams-apache-kafka) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [baeldung.com: List Active Brokers in a Kafka Cluster Using Shell Commands' 🌟](https://www.baeldung.com/ops/kafka-list-active-brokers-in-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Next-Gen Data Pipes With Spark, Kafka and k8s 🌟](https://dzone.com/articles/next-gen-data-pipes-with-spark-kafka-and-k8s) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [cloudhut.dev: Running Apache Kafka on Kubernetes successfully](https://cloudhut.dev/blog/2021-06-24-running-kafka-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Running Kafka in Kubernetes, Part 1: Why we migrated our Kafka clusters' to Kubernetes](https://medium.com/transferwise-engineering/running-kafka-in-kubernetes-part-1-why-we-migrated-our-kafka-clusters-to-kubernetes-722101a2e751) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [betterprogramming.pub: How to Handle Duplicate Messages and Message Ordering' in Kafka](https://betterprogramming.pub/how-to-handle-duplicate-messages-and-message-ordering-in-kafka-82e2fef82025) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Optimizing Kafka Streams Apps on Kubernetes by Splitting Topologies](https://medium.com/bakdata/optimizing-kafka-streams-apps-on-kubernetes-by-splitting-topologies-ac6b4c90516e) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [inder-devops.medium.com: Kafka- Best practices & Lessons Learned | By Inder](https://inder-devops.medium.com/kafka-best-practices-lessons-learned-by-inder-431dc5fafd3b) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.workwell.io: How to manage your Kafka consumers from the producer](https://blog.workwell.io/how-to-manage-your-kafka-consumers-from-the-producer-9933b88085dd) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [adam-kotwasinski.medium.com: Kafka mesh filter in Envoy](https://adam-kotwasinski.medium.com/kafka-mesh-filter-in-envoy-a70b3aefcdef) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/airwallex-engineering: Kafka Streams: Iterative Development and' Blue-Green Deployment](https://medium.com/airwallex-engineering/kafka-streams-iterative-development-and-blue-green-deployment-fae88b26e75e) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/udemy-engineering: Introducing Hot and Cold Retries on Apache' Kafka](https://medium.com/udemy-engineering/introducing-hot-and-cold-retries-on-apache-kafka-f2f23595627b) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/dna-technology: Why we dropped event sourcing with Kafka Streams' when given a second chance](https://medium.com/dna-technology/why-we-dropped-event-sourcing-with-kafka-streams-when-given-a-second-chance-b904a80bc4be) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [betterprogramming.pub: Everything You Need To Know About Kafka 🌟](https://betterprogramming.pub/everything-you-need-to-know-about-kafka-a83e2456d14c) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.developer.adobe.com: Exploring Kafka Producer’s Internals 🌟](https://blog.developer.adobe.com/exploring-kafka-producers-internals-37411b647d0f) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/altitudehq: Kafka retries and maintaining the order of retry' events 🌟](https://medium.com/altitudehq/kafka-retries-and-maintain-order-of-retry-events-313482044351) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/cloudnesil: Kafka Streams State Store at Scale](https://medium.com/cloudnesil/kafka-streams-state-store-at-scale-390d9717b42a) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [towardsdev.com: Performance Testing Your Kubernetes Kafka Cluster](https://towardsdev.com/performance-testing-your-kubernetes-kafka-cluster-95f6e7d8dfc5) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@hardiktaneja_99752: Lessons after running Kafka in production' 🌟](https://medium.com/@hardiktaneja_99752/lessons-after-running-kafka-in-production-626974ffd700) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [betterprogramming.pub: Monitoring Kafka Applications β€” Implementing Healthchecks' and Tracking Lag](https://betterprogramming.pub/monitoring-kafkaapplications-implementing-healthchecks-and-tracking-lag-3976cc6f00d5) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.datumo.io: Setting up Kafka on Kubernetes - an easy way](https://blog.datumo.io/setting-up-kafka-on-kubernetes-an-easy-way-26ae150b9ca8) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/wix-engineering: Troubleshooting Kafka for 2000 Microservices' at Wix](https://medium.com/wix-engineering/troubleshooting-kafka-for-2000-microservices-at-wix-986ee382fd1e) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@rramiz.rraza: Kafka metrics monitoring with Prometheus and Grafana' 🌟](https://medium.com/@rramiz.rraza/kafka-metrics-integration-with-prometheus-and-grafana-14fe318fbb8b) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Visualize your Apache Kafka Streams using the Quarkus Dev UI](https://dzone.com/articles/visualize-your-apache-kafka-streams-using-the-quar) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium: Mastering Apache Kafka on Kubernetes β€” Strimzi K8s operator](https://medium.com/hacking-talent/mastering-apache-kafka-on-kubernetes-strimzi-k8s-operator-2c1d21d7b89a) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@ahmed.farhan: Kafka Setup in Kubernetes Using Strimzi K8s operator' β€” Part 2](https://medium.com/@ahmed.farhan/kafka-setup-in-kubernetes-using-strimzi-k8s-operator-part-2-1f67dbe5f14d) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/adaltas: Operating Kafka in Kubernetes with Strimzi](https://medium.com/adaltas/operating-kafka-in-kubernetes-with-strimzi-84a281c6d964) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [The benefits of integrating Apache Kafka with Istio](https://banzaicloud.com/blog/kafka-on-istio-benefits) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [Hazelcast JET](https://jet-start.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [wikipedia: Workflow Engine](https://en.wikipedia.org/wiki/Workflow_engine) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dzone: Apache Airflow Architecture on OpenShift](https://dzone.com/articles/apache-airflow-architecture-on-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [betterprogramming.pub: Running Airflow Using Kubernetes Executor and Kubernetes' Pod Operator with Istio](https://betterprogramming.pub/running-airflow-using-kubernetes-executor-and-kubernetes-pod-operator-with-istio-d5aa7af16ef5) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [dataengineeringcentral.substack.com: Why is everyone trying to kill Airflow?' 🌟](https://dataengineeringcentral.substack.com/p/why-is-everyone-trying-to-kill-airflow?sd=pf) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [blog.devgenius.io: Send information from Databricks to Airflow](https://blog.devgenius.io/send-information-from-databricks-to-airflow-810a7d49ff81) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/apache-airflow: Passing Data Between Tasks with the KubernetesPodOperator' in Apache Airflow 🌟](https://medium.com/apache-airflow/passing-data-between-tasks-with-the-kubernetespodoperator-in-apache-airflow-7ae9e3e6675c) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@piyush_74867: Apache Airflow on Kubernetes at scale β€” a peak' under the hood](https://medium.com/@piyush_74867/apache-airflow-on-kubernetes-at-scale-a-peak-under-the-hood-1eebb9b4769b) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/@alfahreiza: Building an ELT Pipeline: From CSV to BigQuery using' dbt](https://medium.com/@alfahreiza/building-an-elt-pipeline-from-csv-to-bigquery-using-dbt-f6e3f30bfc9c) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [medium.com/apache-airflow: What we learned after running Airflow on Kubernetes' for 2 years](https://medium.com/apache-airflow/what-we-learned-after-running-airflow-on-kubernetes-for-2-years-0537b157acfd) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [**Red Hat AMQ overview**](https://developers.redhat.com/products/amq/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./message-queue.md)*
-  - [cd.foundation: Announcing the CD Foundation MLOps SIG](https://cd.foundation/blog/2020/02/11/announcing-the-cd-foundation-mlops-sig) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [ravirajag.dev: MLOps Basics - Week 10: Summary](https://www.ravirajag.dev/blog/mlops-summary) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/workday-engineering: Implementing a Fully Automated Sharding' Strategy on Kubernetes for Multi-tenanted Machine Learning Applications](https://medium.com/workday-engineering/implementing-a-fully-automated-sharding-strategy-on-kubernetes-for-multi-tenanted-machine-learning-4371c48122ae) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/globant: Advantages of Deploying Machine Learning models with' Kubernetes 🌟](https://medium.com/globant/advantages-of-deploying-machine-learning-models-with-kubernetes-8454cc7c565e) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/pythoneers: MLOps: Tool Stack Requirement in Machine Learning' Pipeline](https://medium.com/pythoneers/mlops-tool-stack-requirement-in-machine-learning-pipeline-474b39f09dfc) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/formaloo: How no-code platforms are democratizing data science' and software development 🌟](https://medium.com/formaloo/making-databases-as-easy-as-playing-with-legos-no-code-no-problem-ed41d4fde269) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [datarevenue.com: Airflow vs. Luigi vs. Argo vs. MLFlow vs. KubeFlow](https://www.datarevenue.com/en-blog/airflow-vs-luigi-vs-argo-vs-mlflow-vs-kubeflow) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [swirlai.substack.com: SAI #08: Request-Response Model Deployment - The MLOps' Way, Spark - Executor Memory Structure and more... 🌟](https://swirlai.substack.com/p/sai-08-request-response-model-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [openai.com: Scaling Kubernetes to 7,500 nodes 🌟](https://openai.com/research/scaling-kubernetes-to-7500-nodes) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@study.uttam: Main Challenges of Machine Learning](https://medium.com/@study.uttam/main-challenges-of-machine-learning-eb06dffac3da) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/ai-hero: Streamlining Machine Learning Operations (MLOps) with' Kubernetes and Terraform](https://medium.com/ai-hero/streamlining-machine-learning-operations-with-kubernetes-and-terraform-41baad37998e) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@karanshingde: Machine Learning in Productionβ€”β€ŠYour Comprehensive' 101 Practical Guide](https://medium.com/@karanshingde/machine-learning-in-production-your-comprehensive-101-practical-guide-c7de0b5ad011) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: CI/CD for MLOps on GitLab (part 1)](https://marvelousmlops.substack.com/p/cicd-for-mlops-on-gitlab-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/aiguys: MLOps: Serving AI apps to million users](https://medium.com/aiguys/mlops-serving-ai-to-million-users-c77ed718b7ed) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: How to sell MLOps in large Organizations](https://marvelousmlops.substack.com/p/how-to-sell-mlops-in-large-organizations) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: MLOps roadmap 2024](https://marvelousmlops.substack.com/p/mlops-roadmap-2024) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: Technical roles in Data Science: Who is doing' what?](https://marvelousmlops.substack.com/p/technical-roles-in-data-science-who) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: Traceability & Reproducibility](https://marvelousmlops.substack.com/p/traceability-and-reproducibility) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [seattledataguy.substack.com: Data Engineering Vs Machine Learning Pipelines](https://seattledataguy.substack.com/p/data-engineering-vs-machine-learning) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@samiullah6799: Different Roles in MLOps](https://medium.com/@samiullah6799/different-roles-in-mlops-0918de5321a4) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: Sharpen your cookiecutter: speed up repo creation' with workflows](https://marvelousmlops.substack.com/p/sharpen-your-cookiecutter-speed-up) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [decodingml.substack.com: How to ensure your models are fail-safe in production?](https://decodingml.substack.com/p/how-to-ensure-your-models-are-fail) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@kevin30101999: Machine Learning Pipeline using Argo workflow' 🌟](https://medium.com/@kevin30101999/machine-learning-pipeline-using-argo-workflow-be91feb07c41) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [Marvelous MLOps Substack](https://marvelousmlops.substack.com) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [decodingml.substack.com: Decoding ML Newsletter](https://decodingml.substack.com) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/mlearning-ai: The Best Object Detection Libraries That I Work' With](https://medium.com/mlearning-ai/the-best-object-detection-libraries-that-i-work-with-835428a1e01e) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [blog.devgenius.io: Kubeflow Cloud Deployment (AWS)](https://blog.devgenius.io/kubeflow-cloud-deployment-aws-46f739ccbb32) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [joseprsm.medium.com: How to build Machine Learning models that train themselves](https://joseprsm.medium.com/how-to-build-machine-learning-models-that-train-themselves-bbc87499ca5) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/dkatalis: Creating a Mutating Webhook for Great Good! Or: how' to automatically provision Pods on a specific node pool](https://medium.com/dkatalis/creating-a-mutating-webhook-for-great-good-b21acb941207) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [stackoverflow.com: How is Flyte tailored to "Data and Machine Learning"?](https://stackoverflow.com/questions/72657318/how-is-flyte-tailored-to-data-and-machine-learning) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@timleonardDS: Who Let the DAGs out? Register an External DAG' with Flyte (Chapter 3)](https://medium.com/@timleonardDS/who-lets-the-dags-out-register-an-external-dag-with-flyte-chapter-3-bad0ea781119) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [blog.devops.dev: Mastering Machine Learning at Scale with Azure Machine' Learning](https://blog.devops.dev/mastering-machine-learning-at-scale-with-azure-machine-learning-dfaa4bf4353c) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [marvelousmlops.substack.com: Model serving architectures on Databricks](https://marvelousmlops.substack.com/p/model-serving-architectures-on-databricks) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/sync-computing: Top 9 Lessons Learned about Databricks Jobs Serverless](https://medium.com/sync-computing/top-9-lessons-learned-about-databricks-jobs-serverless-41a43e99ded5) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/bakdata: Scalable Machine Learning with Kafka Streams and KServe](https://medium.com/bakdata/scalable-machine-learning-with-kafka-streams-and-kserve-85308858d867) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [medium.com/@bchenjh: Distributed full fine-tuning of Llama2 on Kubernetes](https://medium.com/@bchenjh/full-fine-tuning-of-llama2-on-kubernetes-a983e1eb2259) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [learn.iterative.ai: Iterative Tools for Data Scientists & Analysts](https://learn.iterative.ai) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [blog.devgenius.io: Training model with Jenkins using docker: MLOPS](https://blog.devgenius.io/training-model-with-jenkins-using-docker-mlops-b18579ddb677) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [betterprogramming.pub: Attach a Visual Debugger to ML-training Jobs on Kubernetes](https://betterprogramming.pub/attach-a-visual-debugger-to-ml-training-jobs-on-kubernetes-eb9678389f1f) [COMMUNITY-TOOL] β€” *Go to [Section](./mlops.md)*
-  - [levelup.gitconnected.com: How to design a system to scale to your first' 100 million users](https://levelup.gitconnected.com/how-to-design-a-system-to-scale-to-your-first-100-million-users-4450a2f9703d) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [magalix.com: Kubernetes And Databases 🌟](https://www.magalix.com/blog/kubernetes-and-database) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium: Not using trendy technologies is the best thing for your Startup!](https://medium.com/dataseries/not-using-nosql-is-good-i-stuck-to-sql-4504a67972f0) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [venturebeat.com: The rise of Kubernetes and its impact on enterprise databases](https://venturebeat.com/2021/11/03/the-rise-of-kubernetes-and-its-impact-on-enterprise-databases) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [betterprogramming.pub: Multi-Tenancy Support With Spring Boot, Liquibase,' and PostgreSQL](https://betterprogramming.pub/multi-tenancy-support-with-spring-boot-liquibase-and-postgresql-d41942dc0639) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/@bijit211987: Kubernetes ready for stateful workloads and to' Revolutionize Enterprise Database Management](https://medium.com/@bijit211987/kubernetes-ready-for-stateful-workloads-and-to-revolutionize-enterprise-database-management-3cd619b1a0b2) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/javarevisited: Top Performance issues every developer/architect' must know β€” part 1-Database](https://medium.com/javarevisited/top-performance-issues-every-developer-architect-must-know-part-1-fc1ad6e1644b) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [dineshchandgr.medium.com: Why do we need a Database Connection Pool? -every' programmer must know](https://dineshchandgr.medium.com/why-do-we-need-a-database-connection-pool-every-programmer-must-know-9f90e7c8e5af) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/fintechexplained: What Is Database Sharding?](https://medium.com/fintechexplained/what-is-database-sharding-582b36282f97) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [blog.equationlabs.io: Managing database migrations safely in high replicated' k8s deployment 🌟](https://blog.equationlabs.io/managing-database-migrations-safely-in-high-replicated-k8s-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/@mkremer_75412: Why Postgres RDS didn’t work for us (and why' it won’t work for you if you’re implementing a big data solution)](https://medium.com/@mkremer_75412/why-postgres-rds-didnt-work-for-us-and-why-it-won-t-work-for-you-if-you-re-implementing-a-big-6c4fff5a8644) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/@fengruohang: Database in Kubernetes: Is that a good idea?](https://medium.com/@fengruohang/database-in-kubernetes-is-that-a-good-idea-daf5775b5c1f) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com: How to choose the right database for your service 🌟](https://medium.com/wix-engineering/how-to-choose-the-right-database-for-your-service-97b1670c5632) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [stackoverflow.com: Is the usage of stored procedures a bad practice?](https://stackoverflow.com/questions/1761601/is-the-usage-of-stored-procedures-a-bad-practice) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [softwareengineering.stackexchange.com: What is the best practice about microservice' architecture for consuming many stored procedures in the same database?](https://softwareengineering.stackexchange.com/questions/436567/what-is-the-best-practice-about-microservice-architecture-for-consuming-many-sto) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [betterprogramming.pub: 8 Techniques To Speed up Your Database](https://betterprogramming.pub/8-techniques-to-speed-up-your-database-292754ff7739) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [sixfold.medium.com: Reducing database queries to a minimum with DataLoaders](https://sixfold.medium.com/reducing-database-queries-to-a-minimum-with-dataloaders-cc98c25e54ce) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [reddit.com: What's the best, proper way of running a database cluster on' top of Kubernetes?](https://www.reddit.com/r/kubernetes/comments/9d8on5/whats_the_best_proper_way_of_running_a_database) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [cloudsavvyit.com: Should You Run a Database in Docker?](https://www.cloudsavvyit.com/5414/should-you-run-a-database-in-docker) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium: DevOps and Databasesβ€Šβ€”β€ŠThe forgotten automation](https://medium.com/devops-dudes/devops-and-databases-the-forgotten-automation-95325b2d3c89) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/@database-mesh: Database Mesh 2.0: Database Governance in a Cloud' Native Environment](https://medium.com/@database-mesh/database-mesh-2-0-database-governance-in-a-cloud-native-environment-3e41f0f2722c) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [Wikipedia: CockroachDB](https://en.wikipedia.org/wiki/Cockroach_Labs) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [blog.cloudneutral.se: Running CockroachDB TPC-C benchmark on GKE](https://blog.cloudneutral.se/running-cockroachdb-tpc-c-benchmark-on-gke) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium: Running Oracle 12c on OpenShift Container Platform](https://medium.com/@pittar/running-oracle-12c-on-openshift-container-platform-ca471a9f7057) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [twindb.com: Verify MySQL Backups With TwinDB Backup Tool](https://twindb.com/verify-mysql-backups-with-twindb-backup-tool) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [pub.towardsai.net: Step-by-Step Design of Enhanced Entity-Relationship (EER)' in MySQL](https://pub.towardsai.net/step-by-step-design-of-enhanced-entity-relationship-eer-in-mysql-1e0f8b9fe5d4) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [dbasecenter.com: The top 5 MySQL performance variables](https://dbasecenter.com/blog/the-top-5-mysql-performance-variables) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [cloudsavvyit.com: How to Run PHPMyAdmin in a Docker Container](https://www.cloudsavvyit.com/13842/how-to-run-phpmyadmin-in-a-docker-container) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [dzone: PostgreSQL vs MySQL Performance](https://dzone.com/articles/postgresql-versus-mysql-performance) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium: Upgrading MySQL (Percona Server) from 5.7 to 8.0](https://medium.com/flant-com/upgrading-mysql-percona-server-5-to-8-4bce53bdce5c) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [tech.trell.co: Redis Cluster Creation Automation](https://tech.trell.co/redis-cluster-creation-automation-5e71eedf0e56) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [blog.devgenius.io: How to use Redis Pub/Sub in your Python Application 🌟](https://blog.devgenius.io/how-to-use-redis-pub-sub-in-your-python-application-b6d5e11fc8de) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [rockset.com: Sequoia Capital: Why We Moved from Elasticsearch to Rockset](https://rockset.com/blog/sequoia-capital-elasticsearch-to-rockset) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [dzone: Stateful Microservices With Apache Ignite](https://dzone.com/articles/stateful-microservices-with-apache-ignite) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/@nomulex: How to create an ssh tunnel to a remote database in' Kubernetes 🌟](https://medium.com/@nomulex/how-to-create-an-ssh-tunnel-to-a-remote-database-in-kubernetes-8e702e927328) [COMMUNITY-TOOL] β€” *Go to [Section](./databases.md)*
-  - [medium.com/javarevisited: Microservices communication using gRPC Protocol](https://medium.com/javarevisited/microservices-communication-using-grpc-protocol-dc3a2f8b648d) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Monolithic versus Microservice architecture](https://www.enterprisetimes.co.uk/2020/07/23/monolithic-versus-microservice-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [cncf.io: Top 7 challenges to becoming cloud native](https://www.cncf.io/blog/2020/09/15/top-7-challenges-to-becoming-cloud-native) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [techrepublic.com: Kubernetes will deliver the app store experience for enterprise' software, says Weaveworks CEO](https://www.techrepublic.com/article/kubernetes-will-deliver-the-app-store-experience-for-enterprise-software-says-weaveworks-ceo) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [shahirdaya.medium.com: What does it mean to be Cloud Native? 🌟](https://shahirdaya.medium.com/what-does-it-mean-to-be-cloud-native-12360a324571) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [skamille.medium.com: Make Boring Plans](https://skamille.medium.com/make-boring-plans-9438ce5cb053) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [cloud-melon.com: Under the hood of Kubernetes and microservices](https://cloud-melon.com/2019/12/26/under-the-hood-of-kubernetes-and-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: A Design Analysis of Cloud-based Microservices Architecture at Netflix](https://medium.com/swlh/a-design-analysis-of-cloud-based-microservices-architecture-at-netflix-98836b2da45f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [hashicorp.com: Why Microservices? 🌟](https://www.hashicorp.com/resources/why-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: Microservices Architecture From A to Z 🌟](https://medium.com/swlh/microservices-architecture-from-a-to-z-7287da1c5d28) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [skycrafters.io: Do Containers Really Contain? Virtual Machines vs. Containers' 🌟](https://skycrafters.io/blog/2021/06/08/do-containers-really-contain) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: Container Fundamentals β€” Part 1](https://medium.com/techbeatly/container-fundamentals-part-i-445881a81b7) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: What is microservices and why is it different? 🌟](https://medium.com/microservices-for-net-developers/what-is-microservices-and-why-is-it-different-fac017cb8cf4) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [How Your Application Architecture Has Evolved 🌟](https://dzone.com/articles/how-your-application-architecture-evolved) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [fylamynt.com: Mastering Cloud Automation in the Cloud-Native Era 🌟](https://www.fylamynt.com/post/mastering-cloud-automation-in-the-cloud-native-era) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: Monoliths vs Microservices](https://medium.com/getdefault-in/monoliths-vs-microservices-59cff20bb106) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: Top 6 Time Wastes as a Software Engineer](https://dzone.com/articles/top-time-wastes-as-a-software-engineer) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [hiralee.medium.com: Software Architecture vs Design](https://hiralee.medium.com/software-design-vs-architecture-1da0a94322a4) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.deref.io: Containers Don't Solve Everything 🌟](https://blog.deref.io/containers-dont-solve-everything) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: Transitioning from Monolith to Microservices (with python django' example)](https://dzone.com/articles/transitioning-from-monolith-to-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [cncf.io: How to justify infrastructure replacement to your manager](https://www.cncf.io/blog/2021/10/29/how-to-justify-infrastructure-replacement-to-your-manager) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [techrepublic.com: Enterprises get closer to the app store experience with' Kubernetes and GitOps](https://www.techrepublic.com/article/enterprises-get-closer-to-the-app-store-experience-with-kubernetes-and-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [venturebeat.com: 5 ways the world of IT operations will shift in 2022 (and' beyond)](https://venturebeat.com/2021/12/22/5-ways-the-world-of-it-operations-will-shift-in-2022-and-beyond) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.devgenius.io: Distributed Monolith](https://blog.devgenius.io/distributed-monolith-1d2d9f86a68f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/geekculture: A Beginners Guide to Understanding Microservices](https://medium.com/geekculture/a-beginners-guide-to-understanding-microservices-d2a8bae871b7) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/interviewnoodle: Shift from Monolith to CQRS 🌟](https://medium.com/interviewnoodle/shift-from-monolith-to-cqrs-a34bab75617e) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@ajin.sunny: System Design Architecture: Stateful vs. Stateless' 🌟](https://medium.com/@ajin.sunny/system-design-architecture-stateful-vs-stateless-62ed0ddb9f2b) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@ajin.sunny: System Design Concept: Rate limiting 🌟](https://medium.com/@ajin.sunny/system-design-concept-rate-limiting-f4da72371533) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@ajin.sunny: Rate limiting in Distributed Systems 🌟](https://medium.com/@ajin.sunny/rate-limiting-in-distributed-systems-bbeca0c47b96) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.devgenius.io: Top 10 Architecture Characteristics / Non-Functional' Requirements with Cheatsheet 🌟](https://blog.devgenius.io/top-10-architecture-characteristics-non-functional-requirements-with-cheatsheat-7ad14bbb0a9b) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/dotnet-hub: Software Architecture β€” Introduction to Cloud Native' Application Architecture 🌟](https://medium.com/dotnet-hub/introduction-to-cloud-native-application-architecture-what-is-cloud-native-architecture-overview-benefits-e9be9aca0dd3) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [bootcamp.uxdesign.cc: Popular Tech Stack for Startups in 2022](https://bootcamp.uxdesign.cc/popular-tech-stack-for-startups-in-2022-f3b53f50c18) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@interviewready: Data Replication in Distributed System](https://medium.com/@interviewready/data-replication-in-distributed-system-87f7d265ff28) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [semaphoreci.medium.com: 12 Ways to Improve Your Monolith Before Transitioning' to Microservices 🌟](https://semaphoreci.medium.com/12-ways-to-improve-your-monolith-before-transitioning-to-microservices-d1061e96ca1a) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [hardiks.medium.com: Top 6 Best practices for Container Orchestration' 🌟](https://hardiks.medium.com/top-6-best-practices-for-container-orchestration-b4b0d3398ebc) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@nadinCodeHat: HTTP based Microservices is a bad idea 🌟](https://medium.com/@nadinCodeHat/http-based-microservices-is-a-bad-idea-670d3db29ca6) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/qe-unit: Microservices β€” Do You Need Them? Are You Ready? 🌟](https://medium.com/qe-unit/the-microservices-adoption-roadmap-e37f3f32877) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [cloudnativeislamabad.hashnode.dev: Virtualization vs Containerization](https://cloudnativeislamabad.hashnode.dev/virtualization-vs-containerization) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/javarevisited: Distributed Transaction Management in Microservices' β€” Part 1 🌟](https://medium.com/javarevisited/distributed-transaction-management-in-microservices-part-1-bb7dc1fbee9f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [betterprogramming.pub: How to Transform a Monolith Application Into a' Microservices Architecture](https://betterprogramming.pub/how-to-transform-a-monolith-application-into-a-microservices-architecture-1e00363a03ba) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/codex: MicroServices Architecture to Solve Distributed Transaction' Management Problem](https://medium.com/codex/solving-distributed-transaction-management-problem-in-microservices-architecture-586ab3087efe) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [betterprogramming.pub: How I Split a Monolith Into Microservices Without' Refactoring 🌟🌟🌟](https://betterprogramming.pub/how-i-split-a-monolith-into-microservices-without-refactoring-5d76924c34c2) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [ust.com: Do we really need Kubernetes and containers?](https://www.ust.com/en/insights/do-we-really-need-kubernetes-and-containers) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: Do you know Distributed Job Scheduling in Microservices' Architecture? 🌟](https://levelup.gitconnected.com/do-you-know-distributed-job-scheduling-in-microservices-architecture-44082adad8ac) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/javarevisited: Microservices Communication part 1-every programmer' must know 🌟](https://medium.com/javarevisited/microservices-communication-part-1-every-programmer-must-know-7c6607d2d563) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/javarevisited: Microservices Communication β€” part 2β€” Sync vs' Async vs Hybrid?](https://medium.com/javarevisited/microservices-communication-part-2-sync-vs-async-vs-hybrid-23d057e137d8) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/javarevisited: Why Microservices are not silver bullet? 10 Reasons' for NOT using Microservices](https://medium.com/javarevisited/why-microservices-are-not-silver-bullet-10-reasons-for-not-using-microservices-74f7c0fa98c) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [rahulh123.medium.com: Choosing the Right Architecture: Monolithic vs. Microservices' β€” Analyzing Requirements for Success](https://rahulh123.medium.com/choosing-the-right-architecture-monolithic-vs-microservices-analyzing-requirements-for-success-70d681f6a1d0) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [waswani.medium.com: Microservices Communication: Data Sharing using Database,' an AntiPattern !!!](https://waswani.medium.com/microservices-data-sharing-using-database-an-antipattern-35e0196ee2ad) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@bill.salvaggio: The AWS Cloud Resume Challenge Project](https://medium.com/@bill.salvaggio/the-aws-cloud-resume-challenge-project-c5c0c6fe9593) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.lealdasilva.com: Why You Should Switch from VMware to Proxmox in 2024](https://blog.lealdasilva.com/vmware2proxmox) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [towardsdev.com: Solution architecture 101 β€” Are you ready for the Solution' Architect Path 🌟](https://towardsdev.com/solution-architecture-101-are-you-ready-for-the-solution-architect-path-5a2d01aebbb) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [mkaschke.medium.com: ud Native Part 1: What Is Cloud Native? 🌟](https://mkaschke.medium.com/cloud-native-part-1-what-is-cloud-native-40640f128834) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/promyze: Avoid accidental complexity and technical debt](https://medium.com/promyze/avoid-accidental-complexity-and-technical-debt-2dc2cdf4dd4b) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [maheshwari-bittu.medium.com: Why Event-Driven Architecture (EDA) is needed?' 🌟](https://maheshwari-bittu.medium.com/why-event-driven-architecture-eda-is-needed-fac2f00f25a8) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/rocco-scaramuzzi-tech: Event-Driven Microservice Architecture,' don’t use only events but use commands too!](https://medium.com/rocco-scaramuzzi-tech/event-driven-microservice-architecture-dont-use-only-events-but-use-commands-too-b8694d370436) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [deeptimittalblogger.medium.com: Event driven architecture](https://deeptimittalblogger.medium.com/event-driven-architecture-111f504a8cbc) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/mcdonalds-technical-blog: Behind the scenes: McDonald’s event-driven' architecture](https://medium.com/mcdonalds-technical-blog/behind-the-scenes-mcdonalds-event-driven-architecture-51a6542c0d86) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/mcdonalds-technical-blog: McDonald’s event-driven architecture:' The data journey and how it works](https://medium.com/mcdonalds-technical-blog/mcdonalds-event-driven-architecture-the-data-journey-and-how-it-works-4591d108821f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: Error Handling in Event-Driven Systems](https://levelup.gitconnected.com/error-handling-in-event-driven-systems-1f0a7ef2cfb7) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [faun.pub: Understanding the Differences Between Event-Driven, Message-Driven,' and Microservices Architectures with AWS Services](https://faun.pub/what-is-difference-of-event-driven-architecture-message-driven-architecture-and-microservices-f5623e51f868) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: 5 Tips To Design For Multi-Tenancy Architecture](https://levelup.gitconnected.com/5-tips-to-design-for-multi-tenancy-architecture-5f7d55657d77) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: Multi-Tenant Application](https://levelup.gitconnected.com/multi-tenant-application-a29153d31c5a) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone.com: Shift-Left: A Developer's Pipe(line) Dream?](https://dzone.com/articles/shift-left-a-developers-pipeline-dream) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: Multi Cloud Enterprise Deployment Pattern](https://medium.com/solutions-architecture-patterns/multi-cloud-enterprise-deployment-pattern-19571604e64b) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [Automation is the future of cloud cost optimization](https://www.cncf.io/blog/2021/09/29/automation-is-the-future-of-cloud-cost-optimization) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: 7 Microservices Best Practices for Developers 🌟](https://dzone.com/articles/7-microservices-best-practices-for-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.couchbase.com: 4 Patterns for Microservices Architecture in Couchbase](https://blog.couchbase.com/microservices-architecture-in-couchbase) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium: Pragmatic Microservices 🌟](https://medium.com/microservices-in-practice/microservices-in-practice-7a3e85b6624c) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@sandeepsharmaster: Design your Cloud Microservices Apps the' DDD way (Hexagonal Architecture)](https://medium.com/@sandeepsharmaster/modernize-your-cloud-microservices-apps-hexagonal-architecture-769696494c0) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@denhox: Sharing Data Between Microservices](https://medium.com/@denhox/sharing-data-between-microservices-fe7fb9471208) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@maneesha649nirman: Design Patterns For Microservices](https://medium.com/@maneesha649nirman/design-patterns-for-microservices-30bed0d215f5) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@vinciabhinav7: Microservices Communication Architecture Patterns' 🌟](https://medium.com/@vinciabhinav7/microservices-communication-architecture-patterns-a8e77e614c2c) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/javarevisited: Top 10 Microservices Design Principles and Best' Practices for Experienced Developers 🌟](https://medium.com/javarevisited/10-microservices-design-principles-every-developer-should-know-44f2f69e960f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/@mbarkin.narin: Problem Solving Strategies for Microservice Architecture' Part III](https://medium.com/@mbarkin.narin/problem-solving-strategies-for-microservice-architecture-part-iii-c15830151890) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [developer.com: Overcoming the Common Microservices Anti-Patterns](https://www.developer.com/design/solving-microservices-anti-patterns) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: Micro Frontends With Example 🌟](https://dzone.com/articles/micro-frontends-by-example-8) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: Micro Frontend Architecture](https://levelup.gitconnected.com/micro-frontend-architecture-794442e9b325) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: Micro-Frontend Architecture](https://dzone.com/articles/micro-frontend-architecture) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/whispering-data: The State of Data Engineering 2022](https://medium.com/whispering-data/the-state-of-data-engineering-2022-d6ef0f7cf607) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [joereis.substack.com: Data Engineering in 2024. What I'm Seeing](https://joereis.substack.com/p/data-engineering-in-2024-what-im) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [betterprogramming.pub: A Cloud Migration Questionnaire for Solution Architects' 🌟🌟](https://betterprogramming.pub/a-cloud-migration-questionnaire-for-solution-architects-dec7ffcf063e) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [What is Platform as a Service Software?](https://www.trustradius.com/platform-as-a-service-paas) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [ramansharma.substack.com: Containers are not just for Kubernetes](https://ramansharma.substack.com/p/containers-are-not-just-for-kubernetes-fa330653cbbd) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: Monolith to Microservices Using the Strangler Pattern 🌟](https://dzone.com/articles/monolith-to-microservices-using-the-strangler-patt) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [Dzone.com: 4 Cluster Management Tools to Compare](https://dzone.com/articles/4-cluster-management-tools-to-compare) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [Dzone.com: A Comparison of Kubernetes Distributions](https://dzone.com/articles/kubernetes-distributions-how-do-i-choose-one) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com: The Differences Between Kubernetes and Openshift](https://medium.com/levvel-consulting/the-differences-between-kubernetes-and-openshift-ae778059a90e) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [blog.netsil.com: Kubernetes vs Openshift vs Tectonic: Comparing Enterprise' Options](https://blog.netsil.com/kubernetes-vs-openshift-vs-tectonic-comparing-enterprise-options-e3a34dc60519) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [kubedex.com: Kubernetes On-Prem, OpenShift vs PKS vs Rancher](https://kubedex.com/redhat-openshift-vs-pivotal-pks-vs-rancher) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com: Kubernetes β€” What Is It, What Problems Does It Solve and How' Does It Compare With Alternatives?](https://medium.com/@srikanth.k/kubernetes-what-is-it-what-problems-does-it-solve-how-does-it-compare-with-its-alternatives-937fe80b754f) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [levelup.gitconnected.com: OpenShift β€” The Next Level of Kubernetes](https://levelup.gitconnected.com/openshift-the-next-level-of-kubernetes-6d58ad722b26) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: 7 Software Development Models You Should Know](https://dzone.com/articles/7-software-development-models-you-should-know) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [dzone: The Concept of Domain-Driven Design Explained](https://dzone.com/articles/the-concept-of-domain-driven-design-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [medium.com/codex: DDD β€” Events Are Complex](https://medium.com/codex/ddd-events-are-complex-db4b1fb57817) [COMMUNITY-TOOL] β€” *Go to [Section](./introduction.md)*
-  - [Dzone Refcard: Essential Apache HTTP Server](https://dzone.com/refcardz/essential-apache-http-server) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [nixCraft: How to secure Apache with Let’s Encrypt Certificates on RHEL 8](https://www.cyberciti.biz/faq/how-to-secure-apache-with-lets-encrypt-certificates-on-rhel-8) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [Dzone: Nginx Reverse Proxy Ubuntu 18.04](https://dzone.com/articles/nginx-reverse-proxy-ubuntu-1804) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [How To Use the Official NGINX Docker Image](https://www.docker.com/blog/how-to-use-the-official-nginx-docker-image) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes](https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [Wikipedia: HAProxy](https://en.wikipedia.org/wiki/HAProxy) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [dzone.com: How to Configure HAProxy as a Proxy and Load Balancer](https://dzone.com/articles/how-to-configure-ha-proxy-as-a-proxy-and-loadbalan) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems](https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [High priority request queue with HAProxy](https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than' Traefik v2?](https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-traefik-v2-f28ffb7eed3e) [COMMUNITY-TOOL] β€” *Go to [Section](./web-servers.md)*
-  - [DZone refcard: Java Caching](https://dzone.com/refcardz/java-caching) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [Wikipedia: Web cache](https://en.wikipedia.org/wiki/Web_cache) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Wikipedia: Dynamic site acceleration](https://en.wikipedia.org/wiki/Dynamic_site_acceleration) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Dzone: An Introduction to Caching: How and Why We Do It 🌟](https://dzone.com/articles/introducing-amp-assimilating-caching-quick-read-fo) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [medium: Caching β€” System Design Concept 🌟](https://medium.com/enjoy-algorithm/caching-system-design-concept-500134cff300) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [medium: Microservices Distributed Caching](https://medium.com/design-microservices-architecture-with-patterns/microservices-distributed-caching-76828817e41b) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [kothiyal-anuj.medium.com: Serverless Diary: The Ultimate Guide to **Caching' in the Cloud**](https://kothiyal-anuj.medium.com/serverless-diary-the-ultimate-guide-to-caching-in-the-cloud-249f6a06915f) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [medium.com/rtkal: Distributed Cache Design](https://medium.com/rtkal/distributed-cache-design-348cbe334df1) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Dzone: Getting Started with Infinispan](https://dzone.com/refcardz/getting-started-infinispan) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Red Hat Data Grid Overview](https://developers.redhat.com/products/datagrid/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Wikipedia: CDN Content Delivery Network](https://en.wikipedia.org/wiki/Content_delivery_network) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [Red Hat Developer Blog. Tag: Varnish](https://developerblog.redhat.com/tag/varnish) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [medium: Scaling Millions of Geospatial Queries per minute using Redis](https://medium.com/groupon-eng/scaling-millions-of-geospatial-queries-per-minute-using-redis-7c05bcf6b4db) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [faun.pub: Redis High availability with Sentinel on Kubernetes(K8s)](https://faun.pub/redis-high-availability-with-sentinel-on-kubernetes-k8s-a1d67842e0ce) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [medium.com/lightricks-tech-blog: Step by Step Guide: How to create a Dynamic' Service Endpoint via K8S API](https://medium.com/lightricks-tech-blog/step-by-step-guide-how-to-create-a-dynamic-service-endpoint-via-k8s-api-1024309cb226) [COMMUNITY-TOOL] β€” *Go to [Section](./caching.md)*
-  - [wikipedia: JavaScript](https://en.wikipedia.org/wiki/JavaScript) [COMMUNITY-TOOL] β€” *Go to [Section](./javascript.md)*
-  - [canva.com](https://www.canva.com) [COMMUNITY-TOOL] β€” *Go to [Section](./javascript.md)*
-  - [wikipedia: Node.js](https://en.wikipedia.org/wiki/Node.js) [COMMUNITY-TOOL] β€” *Go to [Section](./javascript.md)*
-  - [Npm](https://www.npmjs.com) [COMMUNITY-TOOL] β€” *Go to [Section](./javascript.md)*
-  - [cult.honeypot.io: Best Frontend JavaScript Frameworks To Learn 2021](https://cult.honeypot.io/reads/best-frontend-javascript-frameworks-learn-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./javascript.md)*
-  - [medium: Why Grafana: Part II](https://medium.com/lightspeed-venture-partners/why-grafana-part-ii-2e7e42e0f7bb) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [alexandrev.medium.com: Grafana Alerting vs AlertManager: A Comparison of' Two Leading Monitoring Tools | Alex Vazquez](https://alexandrev.medium.com/grafana-alerting-vs-alertmanager-a-comparison-of-two-leading-monitoring-tools-5e262446a5f9) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [sid-infinity-yadav.medium.com: Grafana Agent Kubernetes Operator](https://sid-infinity-yadav.medium.com/grafana-agent-kubernetes-operator-f89b744487f5) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [levelup.gitconnected.com: Grafana Agent Flow: Simplifying Monitoring and' Telemetry Collection for Kubernetes Clusters](https://levelup.gitconnected.com/exploring-grafana-agent-flow-simplifying-monitoring-for-kubernetes-2a06a92614) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [openlogic.com: How to develop Grafana Dashboards 🌟](https://www.openlogic.com/blog/how-visualize-prometheus-data-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [Prometheus Monitoring With Grafana. Prometheus Stats Dashboard and Prometheus Benchmark Dashboard](https://dzone.com/articles/prometheus-monitoring-with-grafana) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [medium.com/@dotdc: A set of modern Grafana dashboards for Kubernetes 🌟](https://medium.com/@dotdc/a-set-of-modern-grafana-dashboards-for-kubernetes-4b989c72a4b2) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [medium.com/how-tos: How To Provisioning Dashboards In Grafana via Kubernetes](https://medium.com/how-tos/how-to-provisioning-dashboards-in-grafana-via-kubernetes-5d261508658d) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [cleancloud-k8s.com: Handling Multiline Logs with Loki and Fluent Bit on' Kubernetes](https://cleancloud-k8s.com/2022/01/19/handling-multiline-logging-with-loki-and-fluent-bit-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [faun.pub: Grafana, Prometheus, and Loki: Exploring Metrics and Logs](https://faun.pub/grafana-prometheus-and-loki-exploring-metrics-and-logs-f198637784fc) [COMMUNITY-TOOL] β€” *Go to [Section](./grafana.md)*
-  - [blog.couchbase.com: How to Build Observability Dashboards with Prometheus,' Grafana & Couchbase](https://blog.couchbase.com/how-to-build-observability-dashboards-prometheus-grafana-couchbase) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [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€” *Go to [Section](./aws-monitoring.md)*
-  - [Dzone Refcard: Scaling and Augmenting Prometheus](https://dzone.com/refcardz/scaling-and-augmenting-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [Monitoring Self-Destructing Apps Using Prometheus](https://dzone.com/articles/prometheus-collectors) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [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€” *Go to [Section](./prometheus.md)*
-  - [Set Up and Integrate Prometheus With Grafana for Monitoring.](https://dzone.com/articles/monitoring-using-spring-boot-20-prometheus-and-gra) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [PromQL Tutorial](https://medium.com/@valyala/promql-tutorial-for-beginners-9ab455142085) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [Initial experiences with the Prometheus monitoring system](https://medium.com/@griggheo/initial-experiences-with-the-prometheus-monitoring-system-167054ac439c) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [devconnected.com/complete-node-exporter-mastery-with-prometheus/](https://devconnected.com/complete-node-exporter-mastery-with-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [magalix.com: Monitoring of Kubernetes Clusters To Manage Large Scale Projects](https://www.magalix.com/blog/monitor-kuberentes-cluster-to-manage-large-scale-projects) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com: Prometheus-Grafana : Node Monitoring on Kubernetes](https://medium.com/@akshitverma8191/prometheus-grafana-node-monitoring-on-kubernetes-79fd8311b56d) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium: Prometheus monitoring with Elastic Stack in Kubernetes 🌟](https://medium.com/avmconsulting-blog/prometheus-monitoring-with-elastic-stack-in-kubernetes-5cf0aaa7ce04) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [portworx.com: Monitoring Kubernetes Backup with Prometheus and Grafana](https://portworx.com/kubernetes-backup-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [jonbc.medium.com: Hacking your way to Observability β€” Part 1 : Metrics](https://jonbc.medium.com/hacking-your-way-to-observability-part-1-cf4cd42fb4dc) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [faun.pub: Production grade Kubernetes Monitoring using Prometheus 🌟](https://faun.pub/production-grade-kubernetes-monitoring-using-prometheus-78144b835b60) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com: Prometheus HA with Thanos Sidecar Or Receiver?](https://medium.com/infracloud-technologies/prometheus-ha-with-thanos-sidecar-or-receiver-2c8d0e585ff1) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [cloudsavvyit.com: What is Prometheus and Why Is It So Popular](https://www.cloudsavvyit.com/15124/what-is-prometheus-and-why-is-it-so-popular) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [jonbc.medium.com: Hacking your way to Observability β€” Part 2 : Alerts](https://jonbc.medium.com/hacking-your-way-to-observability-part-2-c38baaee6b92) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/gumgum-tech: How to reduce your Prometheus cost | Daniel Fernandez](https://medium.com/gumgum-tech/how-to-reduce-your-prometheus-cost-6c7cc685e347) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/kubecost: Prometheus Grafana: configuration & query examples' 🌟](https://medium.com/kubecost/prometheus-grafana-configuration-query-examples-885b91b6ca6) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: Deploying Prometheus and Grafana in a Multi-Node Kubernetes' Cluster and Auto-Scaling with KEDA](https://blog.devops.dev/deploying-prometheus-and-grafana-in-a-multi-node-kubernetes-cluster-and-auto-scaling-with-keda-eccecfbd8950) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: Observability: Better CI for your prometheus alerts with' pint instead of promtool 🌟](https://blog.devops.dev/observability-better-ci-for-your-prometheus-alerts-32aaea3b3d77) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.zelarsoft.com: Website Monitoring By Using Prometheus Blackbox Exporter' with Grafana](https://blog.zelarsoft.com/website-monitoring-by-using-prometheus-blackbox-exporter-with-grafana-c4004bb03131) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: Monitoring a Spring Boot application in Kubernetes with' Prometheus 🌟](https://blog.devops.dev/monitoring-a-spring-boot-application-in-kubernetes-with-prometheus-a2d4ec7f9922) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [devopstalks.in: Everything about Prometheus](https://devopstalks.in/everything-about-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: How to Monitor your Application using Prometheus 🌟](https://blog.devops.dev/deploying-and-monitoring-an-application-using-prometheus-on-kubernetes-cluster-483773f789f) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [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€” *Go to [Section](./prometheus.md)*
-  - [medium.com: How to find unused Prometheus metrics using mimirtool 🌟](https://medium.com/@dotdc/how-to-find-unused-prometheus-metrics-using-mimirtool-a44560173543) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/criteo-engineering: How we reduced our Prometheus infrastructure' footprint by a third](https://medium.com/criteo-engineering/how-we-reduced-our-prometheus-infrastructure-footprint-by-a-third-8bf8171e46b1) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: Observability Concept in Prometheus](https://blog.devops.dev/observability-concept-in-prometheus-9f0093fa7495) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [horovits.medium.com: Prometheus Now Supports OpenTelemetry Metrics](https://horovits.medium.com/prometheus-now-supports-opentelemetry-metrics-83f85878e46a) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [devxblog.hashnode.dev: Prometheus: Elevate Your Monitoring Game](https://devxblog.hashnode.dev/prometheus-elevate-your-monitoring-game) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [devxblog.hashnode.dev: Simplified Setup: Prometheus, cAdvisor, redis and' Node Exporter](https://devxblog.hashnode.dev/simplified-setup-prometheus-cadvisor-redis-and-node-exporter) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium: Kubernetes Lessons in Alerting](https://medium.com/better-programming/kubernetes-lessons-in-alerting-a0b7a455e89d) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [tech.loveholidays.com: Dynamic alert routing with Prometheus and Alertmanager](https://tech.loveholidays.com/dynamic-alert-routing-with-prometheus-and-alertmanager-f6a919edb5f8) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [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€” *Go to [Section](./prometheus.md)*
-  - [medium.com/@ehsan-khodadadi: Prometheus Multi-Cluster monitoring using Prometheus' Agent Mode](https://medium.com/@ehsan-khodadadi/prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-cab2cdb20c11) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/techspiration: Deploying Prometheus Multi-Cluster monitoring' using Prometheus Agent Mode](https://medium.com/techspiration/deploying-prometheus-multi-cluster-monitoring-using-prometheus-agent-mode-a04d89afeed7) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [Promcat: A resource catalog for enterprise-class Prometheus monitoring 🌟](https://promcat.io) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [Prometheus Demo: prometheus.demo.do.prometheus.io 🌟](https://prometheus.demo.do.prometheus.io) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [PromTools: SLOs with Prometheus 🌟](https://promtools.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [monitoring2.substack.com: Big Prometheus. Thanos, Cortex, M3DB and VictoriaMetrics' at scale 🌟](https://monitoring2.substack.com/p/big-prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [en.wikipedia.org/wiki/InfluxDB](https://en.wikipedia.org/wiki/MIT_License) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [dzone: Flux queries](https://dzone.com/articles/flux-windowing-and-aggregation) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [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€” *Go to [Section](./prometheus.md)*
-  - [Maven Prometheus instrumentation library for JVM applications (client library)](https://mvnrepository.com/artifact/io.prometheus) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/@akashjoffical08: Monitor Uptime of Endpoints in K8s using Blackbox' Exporter 🌟](https://medium.com/@akashjoffical08/monitor-uptime-of-endpoints-in-k8s-using-blackbox-exporter-f80166a328e9) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [blog.devops.dev: Monitoring MySQL using Prometheus, Grafana and mysqld_exporter' in Kubernetes](https://blog.devops.dev/monitoring-mysql-using-prometheus-and-grafana-in-kubernetes-16e7ae3de5dd) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/@dast04: Writing Custom Prometheus Exporters (in Python) β€” Kubernetes](https://medium.com/@dast04/writing-custom-prometheus-exporters-in-python-kubernetes-73626b66d78c) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium: OpenTelemetry Specification v1.0.0, Tracing Edition](https://medium.com/opentelemetry/opentelemetry-specification-v1-0-0-tracing-edition-72dd08936978) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium: Tracing in eDreams ODIGEO Lodging with Open Telemetry and Grafana' Tempo](https://medium.com/edreams-odigeo-tech/tracing-in-edreams-odigeo-lodging-with-open-telemetry-and-grafana-tempo-bd1f20ddf49d) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/@tathagatapaul7: OpenTelemetry in Kubernetes: Deploying your' Collector and Metrics Backend](https://medium.com/@tathagatapaul7/opentelemetry-in-kubernetes-deploying-your-collector-and-metrics-backend-b8ec86ac4a43) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [arthursens.medium.com: Risk analysis and security compliance in Kube-prometheus](https://arthursens.medium.com/risk-analysis-and-security-compliance-in-kube-prometheus-10c8cfb180b8) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [devstack.in: Deploy Prometheus Operator with Helm3 and Private Registry' 🌟](https://devstack.in/2020/05/25/deploy-prometheus-operator-with-helm3-and-private-registry) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [medium.com/israeli-tech-radar: How to create a Monitoring Stack using Kube-Prometheus-stack' (Part 1)](https://medium.com/israeli-tech-radar/how-to-create-a-monitoring-stack-using-kube-prometheus-stack-part-1-eff8bf7ba9a9) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [logz.io](https://logz.io) [COMMUNITY-TOOL] β€” *Go to [Section](./prometheus.md)*
-  - [Dzone: best practices for selenium automation](https://dzone.com/articles/best-practices-for-selenium-automation-one-must-kn) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [Dzone: top 11 challenges in autmation testing using selenium](https://dzone.com/articles/top-11-challenges-in-automation-testing-using-sele) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [qautomation.blog: How to run selenium script in JMeter](https://qautomation.blog/2019/05/07/how-to-run-selenium-script-in-jmeter) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [medium: Testing APIs with Python 🌟](https://medium.com/python-in-plain-english/testing-apis-with-python-4ca51d604ffe) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [testinglpoint.com: Cucumber Interview Question](https://www.testinglpoint.com/cucumber-interview-question) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [dzone: API Testing With Cucumber](https://dzone.com/articles/api-testing-with-cucumber) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [Dzone: 14 of the best automation testing tools available](https://dzone.com/articles/14-of-the-best-automation-testing-tools-available) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [Dzone: The power of automated testing and test management](https://dzone.com/articles/the-power-of-automated-testing-and-test-management) [COMMUNITY-TOOL] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - [learn.openshift.com/middleware/pipelines](https://learn.openshift.com/middleware/pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [lambda.grofers.com: Evolving Continuous Delivery in a Cloud-Native Environment' 🌟](https://lambda.grofers.com/evolving-cd-in-a-cloud-native-environment-bb64a38145ae) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [itnext.io: Tekton Pipelines Kickstarter. Cloud Native CI/CD with Tekton' β€” Laying The Foundation](https://itnext.iocloud-native-ci-cd-with-tekton-laying-the-foundation-a377a1b59ac0) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [blog.harbur.io: The Seven Steps to build a Cloud Native CI/CD for GitHub' repos using Tekton](https://blog.harbur.iothe-seven-steps-to-build-a-cloud-native-ci-cd-for-github-repos-using-tekton-31a445a3bde) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [sm43.medium.com: World of Tekton 😺 (Part 1)](https://sm43.medium.com/world-of-tekton-part-1-999738d63e25) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [Tekton: Concepts of Pipelines (Part 2)](https://sm43.medium.com/tekton-concepts-of-pipelines-part-2-cd86ad40bd34) [COMMUNITY-TOOL] β€” *Go to [Section](./tekton.md)*
-  - [devops.com: Using LLMs to Automate Pipeline Conversions From Legacy to' Tekton](https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-tekton) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./tekton.md)*
-  - [medium.com/@andretost_75145: Using ChatGPT to learn Kubernetes and OpenShift](https://medium.com/@andretost_75145/using-chatgpt-to-learn-kubernetes-and-openshift-15051bc95535) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [betterprogramming.pub: ChatGPT and Software Architecture](https://betterprogramming.pub/chatgpt-and-software-architecture-308b6e0cc25a) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [abcabhishek.substack.com: ChatGPT for generating SQL as a Data Engineer's' assistant](https://abcabhishek.substack.com/p/chatgpt-for-generating-sql-as-a-data) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [techrepublic.com: ChatGPT Cheat Sheet: Complete Guide for 2023](https://www.techrepublic.com/article/chatgpt-cheat-sheet) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [businessinsider.mx: 5 trucos de ChatGPT que pueden ayudar a reducir tu carga' laboral](https://businessinsider.mx/trucos-chatgpt-aminorar-carga-laboranl_vida-profesional) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [christianmartinezfinancialfox.medium.com: How to use ChatGPT to improve' your Microsft Excel skills?](https://christianmartinezfinancialfox.medium.com/how-to-use-chatgpt-to-improve-your-microsft-excel-skills-41817b6465df) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [TableauGPT β€” The Ultimate Guide on how to utilize its full potential in Finance](https://christianmartinezfinancialfox.medium.com/tableaugpt-the-ultimate-guide-on-how-to-utilize-its-full-potential-445939e3833d) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
-  - [aihr.com: 21+ ChatGPT Prompts for HR To Accelerate Your Productivity](https://www.aihr.com/blog/chatgpt-prompts-for-hr) [COMMUNITY-TOOL] [GUIDE] β€” *Go to [Section](./chatgpt.md)*
-  - [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€” *Go to [Section](./chatgpt.md)*
-  - [github.com/robusta-dev/chatgpt-yaml-generator](https://github.com/robusta-dev/chatgpt-yaml-generator) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [github.com/robusta-dev/kubernetes-chatgpt-bot](https://github.com/robusta-dev/kubernetes-chatgpt-bot) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [numerous.ai](https://numerous.ai) [COMMUNITY-TOOL] β€” *Go to [Section](./chatgpt.md)*
-  - [Open Banking](https://en.wikipedia.org/wiki/Open_banking) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [blog.oliverjumpertz.dev: The 10 Most Valuable Lessons I Learned As A Developer](https://blog.oliverjumpertz.dev/the-10-most-valuable-lessons-i-learned-as-a-developer) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium.com/apache-apisix: 10 most common use cases of an API Gateway](https://medium.com/apache-apisix/10-most-use-cases-of-an-api-gateway-in-api-led-architecture-f4d7fa160dcf) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [API Landscape](https://www.apidays.co/api-landscape) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [dzone: RapidAPI Provides API Marketplace and Insight](https://dzone.com/articles/rapidapi-provides-api-marketplace-and-insight) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [API Management vs API Gateway: Where Does API Analytics and Monitoring Fit?](https://dzone.com/articles/api-management-vs-api-gateway-and-where-does-api-a) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium: Kong API Gateway - From Zero to Production](https://medium.com/swlh/kong-api-gateway-zero-to-production-5b8431495ee) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium: KONG β€” The Microservice API Gateway](https://medium.com/@far3ns/kong-the-microservice-api-gateway-526c4ca0cfa6) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium: Running services with Knative & Kong](https://medium.com/nerd-for-tech/running-services-with-knative-kong-3135c0d94dfa) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [dzone: Breaking Up a Monolithic Database with Kong](https://dzone.com/articles/breaking-up-a-monolithic-database-with-kong) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium.com/@martin.hodges: Why do I need an API Gateway on a Kubernetes' cluster](https://medium.com/@martin.hodges/why-do-i-need-an-api-gateway-on-a-kubernetes-cluster-c70f15da836c) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [Axway API Management](https://www.axway.com/en/products/api-management/full-lifecycle-api-management) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [axway.com/digitize](https://axway.com/digitize) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium.com/@_gdantas: Backstage and Terraform β€” A Powerful Combination for' Ops, Wonderful for Devs](https://medium.com/@_gdantas/backstage-and-terraform-a-powerful-combination-for-ops-wonderful-for-devs-c04ebce849f0) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [dzone: Custom Rate Limiting for Microservices 🌟](https://dzone.com/articles/rate-limiting-for-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [medium.com/@jeevansathisocial: High-performance API gateway](https://medium.com/@jeevansathisocial/high-performance-api-gateway-3661d5a2fee0s-3661d5a2fee0) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [developer.mobileconnect.io](https://developer.mobileconnect.io) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [Wikipedia: PSD2 - the Revised Payment Services Directive](https://en.wikipedia.org/wiki/Payment_Services_Directive) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [Santander APIs](https://developerhub.santander.com) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [CaixaBank API Store](https://apistore.caixabank.com) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [Rabobank Developer Portal](https://developer.rabobank.nl) [COMMUNITY-TOOL] β€” *Go to [Section](./developerportals.md)*
-  - [awstip.com: Increase Security and Efficiency with a 3-Tier Cloud Architecture](https://awstip.com/increase-security-and-efficiency-with-a-3-tier-cloud-architecture-bf5e835cd55a) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - [DZone: A Guide to Performance Challenges with AWS EC2: Part 1](https://blog.appdynamics.com/cloud/a-guide-to-performance-challenges-with-aws-ec2-part-1) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - [foreseeti.com: How to become and stay AWS well architected in a smart way](https://foreseeti.com/how-to-become-and-stay-aws-well-architected-in-a-smart-way) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - [medium.com/@buraktahtacioglu: AWS Well-Architected Framework β€” AWS Roadmap](https://medium.com/@buraktahtacioglu/aws-well-architected-framework-aws-roadmap-80aaa6ca7f53) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-architecture.md)*
-  - [cloudcatalog.dev](https://www.cloudcatalog.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - [medium: AWS CLI with jq and Bash](https://medium.com/circuitpeople/aws-cli-with-jq-and-bash-9d54e2eabaf1) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - [aws.plainenglish.io: Lessons Learned From Switching to AWS SDK v3](https://aws.plainenglish.io/lessons-learned-from-switching-to-aws-sdk-v3-6babe1530a59) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - [tigerabrodi.hashnode.dev: Interviewing software developers](https://tigerabrodi.hashnode.dev/interviewing-software-developers) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [lynnlangit.medium.com: Tech Anti-Interviewing](https://lynnlangit.medium.com/tech-anti-interviewing-106674655ea0) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [medium.com/hackernoon: How to hire a DevOps Engineer](https://medium.com/hackernoon/how-to-hire-a-devops-engineer-4e59e7847e9b) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [4dayweek.medium.com: What does the work-life balance of a Software Engineer' look like?](https://4dayweek.medium.com/what-does-the-work-life-balance-of-a-software-engineer-look-like-fe16cc46bb0) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [medium.com/walmartglobaltech: How Do You Decide Whether an Individual Contributor' (IC) or Engineering Manager Role is Right for You?](https://medium.com/walmartglobaltech/how-do-you-decide-whether-an-individual-contributor-ic-or-engineering-manager-role-is-right-for-f46251f1a4cd) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [theengineeringmanager.substack.com: How do I progress to the next level' in my career?](https://theengineeringmanager.substack.com/p/how-do-i-progress-to-the-next-level) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [blog.robertsimoes.org: Four Wings of a Software Engineer](https://blog.robertsimoes.org/posts/four-wings-of-software-engineers) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [Why I Don’t Consider Your Certifications During An Interview](https://madokai.medium.com/why-i-dont-consider-your-certifications-during-an-interview-fe4b62cf6f8c) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [jobs.rekruuto.com: Rekruuto DevOps and SRE Job Opportunities](https://jobs.rekruuto.com) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [trycircular.com (Spain)](https://trycircular.com) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [skamille.medium.com: An incomplete list of skills senior engineers need,' beyond coding](https://skamille.medium.com/an-incomplete-list-of-skills-senior-engineers-need-beyond-coding-8ed4a521b29f) [COMMUNITY-TOOL] β€” *Go to [Section](./recruitment.md)*
-  - [medium: DevOps, NoOps, and Now FinOps?](https://medium.com/better-programming/devops-noops-finops-64e0df91bcb8) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [cncf.io: FinOps for Kubernetes: Insufficient – or nonexistent – Kubernetes' cost monitoring is causing overspend](https://www.cncf.io/blog/2021/06/29/finops-for-kubernetes-insufficient-or-nonexistent-kubernetes-cost-monitoring-is-causing-overspend) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [faun.pub: FinOps – introduction, origins and next steps](https://faun.pub/finops-introduction-origins-and-next-steps-bcdaa8b82417) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/@pratzy99: Adoption of FinOps for Kubernetes Cost Optimization' 🌟](https://medium.com/@pratzy99/adoption-of-finops-for-kubernetes-cost-optimization-6263bc7b3f57) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [edgebricks.com: Why Public Clouds Get So Expensive Over Time 🌟](https://edgebricks.com/why-public-clouds-get-so-expensive-over-time) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [logz.io: FinOps Observability: Monitoring Kubernetes Cost](https://logz.io/blog/finops-observability-monitoring-kubernetes-cost) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/adeo-tech: How to save money fast with Kubernetes β€” Do FinOps](https://medium.com/adeo-tech/how-to-save-money-fast-with-kubernetes-do-finops-3a9cafc9beba) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/@tarunbehal02: AWS Cost Optimizations : My Learnings](https://medium.com/@tarunbehal02/aws-cost-optimizations-my-learnings-fcdc14da1f58) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/armory: Continuous Cost Optimization for Kubernetes](https://medium.com/armory/continuous-cost-optimization-for-kubernetes-4361045f0215) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/empathyco: Cloud FinOps β€” Part 4: Kubernetes Cost Report](https://medium.com/empathyco/cloud-finops-part-4-kubernetes-cost-report-b4964be02dc3) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/develeap: Cutting down Kubernetes Costs: Cast.ai vs. Karpenter](https://medium.com/develeap/cutting-down-kubernetes-costs-cast-ai-vs-karpenter-20f6788b4c67) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [engineering.razorpay.com: The Culture of Cost Optimization β€” Reducing Kubernetes' cost by $300,000](https://engineering.razorpay.com/the-culture-of-cost-optimization-reducing-kubernetes-cost-by-300-000-32611cdd19d9) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/@suleimanabualrob: Kubernetes cost optimisation](https://medium.com/@suleimanabualrob/kubernetes-cost-optimisation-9e81b76814f6) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [medium.com/compass-true-north: Halving Kubernetes Compute Costs With Vertical' Pod Autoscaler](https://medium.com/compass-true-north/halving-kubernetes-compute-costs-with-vertical-pod-autoscaler-df658c043301) [COMMUNITY-TOOL] β€” *Go to [Section](./finops.md)*
-  - [wikipedia: Site Reliability Engineering](https://en.wikipedia.org/wiki/Site_Reliability_Engineering) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [overops.com: DevOps vs. SRE: What’s the Difference Between Them, and Which' One Are You?](https://blog.overops.com/devops-vs-sre-whats-the-difference-between-them-and-which-one-are-you) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [dzone: SRE vs. DevOps:β€ŠSRE Is to DevOps What Scrum Is to Agile](https://dzone.com/articles/sre-vs-devopssre-is-to-devops-what-scrum-is-to-agi) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [cncf.io: DevOps vs. SRE](https://www.cncf.io/blog/2020/07/17/site-reliability-engineering-sre-101-with-devops-vs-sre) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [kelda.io: Why SREs Should be Responsible for Development Environments](https://kelda.io/blog/sres-should-manage-development-environments) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [hernan-david-hd.medium.com: 5 pilares del SRE/DevOps](https://hernan-david-hd.medium.com/5-pilares-del-sre-devops-f16e45f8d3fd) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [hernan-david-hd.medium.com: Breaking down SRE/DevOps into 5 key areas](https://hernan-david-hd.medium.com/breaking-down-sre-devops-into-5-key-areas-5aacf40e8392) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [stackpulse.com: Managing Reliability for Monoliths vs. Microservices: The' Challenges for SREs](https://stackpulse.com/blog/monoliths-vs-microservices-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [stackpulse.com: Managing Reliability for Monoliths vs. Microservices: Best' Practices for SREs](https://stackpulse.com/blog/monoliths-vs-microservices-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [stackpulse.com: No, SRE Is Not the New DevOps – Unless It Is](https://stackpulse.com/blog/no-sre-is-not-the-new-devops-unless-it-is) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [medium: Agile vs. DevOps vs. SRE… it’s not OR, it’s AND !](https://medium.com/@ta.abhisingh/agile-vs-devops-vs-sre-its-not-or-it-s-and-aa312904e577) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [blogs.letusdevops.com: How much programming should I know for DevOps/SRE' domain.](https://blogs.letusdevops.com/p/how-much-programming-should-i-know) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [cncf.io: DevOps vs. SRE vs. Platform Engineering? The gaps might be smaller' than you think](https://www.cncf.io/blog/2022/07/01/devops-vs-sre-vs-platform-engineering-the-gaps-might-be-smaller-than-you-think) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [dzone.com: DevOps vs. SRE vs. Platform Engineer vs. Cloud Engineer](https://dzone.com/articles/devops-vs-sre-vs-platform-engineer-vs-cloud-engine) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [blog.acethecloud.com: A Step-by-Step Guide to Calculate SLAs, SLIs, and' SLOs for Your IT Services](https://blog.acethecloud.com/a-step-by-step-guide-to-calculating-slas-slis-and-slos-for-your-it-services-6f0a07b67bb5) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [medium.com/picsart-engineering: Prioritizing Development Efforts with SLOs' in Microservices](https://medium.com/picsart-engineering/prioritizing-development-efforts-with-slos-in-microservices-109ecd9b9b92) [COMMUNITY-TOOL] β€” *Go to [Section](./sre.md)*
-  - [medium.com: Kubernetes 101: Pods, Nodes, Containers, and Clusters](https://medium.com/google-cloud/kubernetes-101-pods-nodes-containers-and-clusters-c1509e409e16) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium.com: Learn Kubernetes in Under 3 Hours: A Detailed Guide to Orchestrating' Containers](https://medium.com/free-code-camp/learn-kubernetes-in-under-3-hours-a-detailed-guide-to-orchestrating-containers-114ff420e882) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [kubernetestutorials.com: Install and Deploy Kubernetes on CentOs 7](https://kubernetestutorials.com/install-and-deploy-kubernetes-on-centos-7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium.com: Simplifying orchestration with Kubernetes](https://medium.com/@swapnasagarpradhan/simplifying-orchestration-with-kubernetes-e81015681a85) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [aquasec.com: 70 Best Kubernetes Tutorials](https://www.aquasec.com/wiki/display/containers/70+Best+Kubernetes+Tutorials) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [magalix.com: Kubernetes 101 - Concepts and Why It Matters](https://www.magalix.com/blog/kubernetes-101-concepts-and-why-it-matters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [Dzone refcard: Getting Started with Kubernetes](https://dzone.com/refcardz/kubernetes-essentials) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [magalix.com: The Best Kubernetes Tutorials](https://www.magalix.com/blog/the-best-kubernetes-tutorials) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [35 Advanced Tutorials to Learn Kubernetes](https://medium.com/faun/35-advanced-tutorials-to-learn-kubernetes-dae5695b1f18) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium: DraftKings Kubernetes Workshop: Hands-on Learning in K8s (with Video' Walkthrough)](https://medium.com/draftkings-engineering/draftkings-workshop-demystifying-kubernetes-4ce86c187408) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium: How to deploy StatefulSets in Kubernetes (K8s)?](https://medium.com/avmconsulting-blog/deploying-statefulsets-in-kubernetes-k8s-5924e701d327) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [ithands-on.com: Kubernetes 101 : Deployments, replicaSets, services, pods' and endpoints](https://www.ithands-on.com/2021/05/kubernetes-101-deployment-replicasets.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium.com/google-cloud: Running Workloads in Kubernetes 🌟](https://medium.com/google-cloud/running-workloads-in-kubernetes-86194d133593) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [udemy.com: Learn DevOps: The Complete Kubernetes Course](https://www.udemy.com/learn-devops-the-complete-kubernetes-course) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [udemy.com: Learn DevOps: Advanced Kubernetes Usage](https://www.udemy.com/learn-devops-advanced-kubernetes-usage) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [udemy.com: Just enough kubernetes to be dangerous (free)](https://www.udemy.com/course/just-enough-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [exploreneptune.io 🌟](https://exploreneptune.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - [medium: Why Not Use Kubernetes?](https://medium.com/better-programming/why-not-use-kubernetes-52a89ada5e22) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [medium.com: Your team might not need Kubernetes](https://medium.com/faun/your-team-might-not-need-kubernetes-57240e8d554a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [sysadmincasts.com: Nomad 🌟](https://sysadmincasts.com/episodes/74-nomad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [stackshare.io: Kubernetes vs Portainer](https://stackshare.io/stackups/kubernetes-vs-portainer) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [kpatronas.medium.com: Docker swarm: High Availability](https://kpatronas.medium.com/docker-swarm-high-availability-36ea7ee7f9e8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [cloudsavvyit.com: What is Docker Swarm Mode and When Should You Use It?](https://www.cloudsavvyit.com/13049/what-is-docker-swarm-mode-and-when-should-you-use-it) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [blog.opstree.com: A Comparison Between Various Container Orchestration Services!' (ECS vs Kubernetes)](https://blog.opstree.com/2021/06/21/a-comparison-between-various-container-orchestration-services-ecs-vs-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - [medium.com: STOP!! You don’t need Microservices](https://medium.com/@ebin/stop-you-dont-need-microservices-dc732d70b3e0) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [betterprogramming.pub: Domain Partitions: How To Find a Healthy Balance' Between Microservices and Monoliths](https://betterprogramming.pub/domain-partitions-how-to-find-a-healthy-balance-between-microservices-and-monoliths-2cd74206559) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [medium: It’s time to stop making β€œMicroservices” the goal of modernization](https://medium.com/ibm-garage/its-time-to-stop-making-microservices-the-goal-of-modernization-71758b400287) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [medium.com: When to Use and When NOT to Use Microservices: No Silver Bullet' 🌟](https://medium.com/design-microservices-architecture-with-patterns/when-to-use-and-when-not-to-use-microservices-no-silver-bullet-3ae293faf6d) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [dzone: The Best Cloud Migration Approach: Lift-And-Shift, Replatform, Or' Refactor?](https://dzone.com/articles/the-best-cloud-migration-approach-lift-and-shift-r) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [dzone: 10 Commandments of Microservice Decomposition 🌟](https://dzone.com/articles/10-commandments-on-microservice-decomposition) [COMMUNITY-TOOL] β€” *Go to [Section](./faq.md)*
-  - [medium: Building stuff with the Kubernetes API β€” TOC 🌟](https://medium.com/programming-kubernetes/building-stuff-with-the-kubernetes-api-toc-84d751876650) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [blog.devgenius.io: Learn Kubernetes Programming β€” Part 1](https://blog.devgenius.io/learn-kubernetes-programming-part-1-7384e5f3c481) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [medium.com/@dimitrijevskiv: Monitor Kubernetes pod status from a Jenkins' pipeline](https://medium.com/@dimitrijevskiv/monitor-kubernetes-pod-status-from-a-jenkins-pipeline-e25c744d944d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [blog.devgenius.io: Automate Kubernetes With Python 🌟](https://blog.devgenius.io/automate-kubernetes-with-python-2150c290afe7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [developers.redhat.com: How the fabric8 Maven plug-in deploys Java applications' to OpenShift](https://developers.redhat.com/blog/2020/05/28/how-the-fabric8-maven-plug-in-deploys-java-applications-to-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [levelup.gitconnected.com: First Try on Java Operator SDK](https://levelup.gitconnected.com/first-try-on-java-operator-sdk-5a07f30771de) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [qdnqn.com: Kubernetes objects from Go to YAML using Cdk8s](https://qdnqn.com/create-kubernetes-yaml-definitions-using-go-and-cdk8s) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [developers.redhat.com: How to manage microservices using OpenShift Dev Spaces' and JKube](https://developers.redhat.com/developer-sandbox/activities/how-to-manage-microservices-using-openshift-dev-spaces-and-jkube) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - [Wikipedia.org: Apache Maven](https://en.wikipedia.org/wiki/Apache_Maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone.com: Creating a Maven Archetype](https://dzone.com/articles/create-maven-archetype-1) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone refcard: Apache Maven 2](https://dzone.com/asset/download/212) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone refcard: Getting Started with Maven Repository Management](https://dzone.com/asset/download/223) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Installing Maven With Your JDK](https://dzone.com/articles/installing-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: 10 Effective Tips on Using Maven](https://dzone.com/articles/10-effective-tips-on-using-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Building Java Applications With Maven](https://dzone.com/articles/building-java-applications-with-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: 7 Tips to Achieve High-Availability(HA) For Your Maven Repository](https://dzone.com/articles/7-tips-to-achieve-high-availabilityha-for-your-mav-1) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [baeldung.com: Remove Duplicate Dependencies with Maven](https://www.baeldung.com/maven-duplicate-dependencies) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [programmer.ink: Maven scaffolding best practices](https://programmer.ink/think/maven-scaffolding-best-practices.html) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Maven Skipping Tests](https://dzone.com/articles/maven-skipping-tests) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Integration Tests with Maven](https://dzone.com/articles/integration-tests-with-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone.com: Running Cucumber with Maven](https://dzone.com/articles/running-cucumber-with-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone.com: Solving Dependency conflicts in maven](https://dzone.com/articles/solving-dependency-conflicts-in-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Meet the Docker Maven Plugin!](https://dzone.com/articles/meet-the-docker-maven-plugin) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [medium.com: InstalaciΓ³n de Java y Visual Studio Code en plataformas Windows](https://medium.com/habasconchocos/instalaci%C3%B3n-de-java-y-visual-studio-code-en-plataformas-windows-1fa47a69497f) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: Maven IntelliJ Idea Project](https://dzone.com/articles/importing-a-maven-project-in-intellij-idea) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [javaspringvaadin.wordpress.com: Crea un Proyecto Maven desde el IDE IntelliJ' IDEA](https://javaspringvaadin.wordpress.com/2018/05/22/mavenintellijidea) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [Dzone: build a java app with gradle](https://dzone.com/articles/build-a-java-app-with-gradle) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [baeldung.com: Kotlin DSL for Gradle](https://www.baeldung.com/kotlin/gradle-dsl) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [baeldung.com: Convert a Maven Build to Gradle](https://www.baeldung.com/maven-convert-to-gradle) [COMMUNITY-TOOL] β€” *Go to [Section](./maven-gradle.md)*
-  - [DRY (Don’t Repeat Yourself) on the cloud with Pulumi](https://blog.thundra.io/dry-dont-repeat-yourself-on-the-cloud-with-pulumi) [COMMUNITY-TOOL] β€” *Go to [Section](./pulumi.md)*
-  - [blazemeter.com: Three Ways DevOps Benefit from AWS CodePipeline](https://blazemeter.com/blog/three-ways-devops-benefit-aws-codepipeline) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - [aws.plainenglish.io: AWS CodePipeline for Amazon ECS](https://aws.plainenglish.io/aws-codepipeline-for-amazon-ecs-part-2-a-blue-green-deployment-type-c162fd73be91) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - [medium.com/@d.kumarkaran12: DevSecOps with AWS CodePipeline and ECS](https://medium.com/@d.kumarkaran12/devsecops-with-aws-codepipeline-and-ecs-c800f139a9ee) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-devops.md)*
-  - [medium: Building a Global Network with AWS Transit Gateway](https://medium.com/avmconsulting-blog/building-a-global-network-with-aws-transit-gateway-7ab0e5222f12) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [towardsaws.com: Networking Basics in AWS](https://towardsaws.com/networking-basics-in-aws-ab72882855c4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [luis-sena.medium.com: Automated AWS Load Balancer Warm-Up](https://luis-sena.medium.com/automated-aws-load-balancer-warm-up-d0b4084c8bbc) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [medium: 10 reasons why you should think about using an AWS Application Load' Balancer](https://medium.com/ankercloud-engineering/10-reasons-why-you-should-think-about-using-an-aws-application-loadbalancer-945f57816c34) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [faun.pub: End To End SSL Encryption With AWS Application Load Balancer](https://faun.pub/end-to-end-ssl-encryption-with-aws-application-load-balancer-b43db918bd9e) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [medium.com: Optimizing Latency and Bandwidth for AWS Traffic](https://medium.com/aws-activate-startup-blog/optimizing-latency-and-bandwidth-for-aws-traffic-cdfd18d0d0f7) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [ealtili.medium.com: Deepdive to VPCs and Connections to VPC](https://ealtili.medium.com/deepdive-to-vpcs-and-connections-to-vpc-2de3fb164d7c) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [betterprogramming.pub: AWS: Creating a VPC With an Auto-scaling Group' Using T2.micro Instances](https://betterprogramming.pub/aws-creating-a-vpc-with-an-auto-scaling-group-using-t2-micro-instances-4ac2c5c7795b) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [alanblackmore.medium.com: What is AWS VPC Peering? 🌟](https://alanblackmore.medium.com/what-is-aws-vpc-peering-af85c1e29fb2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [awstip.com: Setting Up AWS VPC Endpoint Connection](https://awstip.com/setting-up-aws-vpc-endpoint-connection-d4294d0c2204) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [towardsaws.com: How to centralize VPC endpoints in AWS](https://towardsaws.com/how-to-centralize-vpc-endpoints-in-aws-64c68b5b9d50) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [towardsaws.com: Accessing a Private REST API from another Private REST API' in AWS API Gateway](https://towardsaws.com/accessing-a-private-rest-api-from-another-private-rest-api-in-aws-api-gateway-5112b835c0d4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [faun.pub: Using AWS API Gateway As Proxy To Our Internal Application](https://faun.pub/using-aws-api-gateway-as-proxy-to-our-internal-application-369eb115db70) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-networking.md)*
-  - [bbvanexttechnologies.com: CΓ³mo definir infraestructura como cΓ³digo en AWS' con CDK](https://www.bbvanexttechnologies.com/como-definir-infraestructura-como-codigo-en-aws-con-cdk) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - [medium.com/contino-engineering: We’ve begun to move towards the AWS CDK' and here’s why](https://medium.com/contino-engineering/weve-begun-to-move-towards-the-aws-cdk-and-here-s-why-69c8fad688b3) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - [medium.com/simform-engineering: Infrastructure as Code and CI/CD in Practice' with AWS CDK](https://medium.com/simform-engineering/infrastructure-as-code-and-ci-cd-in-practice-with-aws-cdk-bd0685b361f8) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - [faun.pub: Using AWS Session Manager For Port Forwarding To Remote Hosts](https://faun.pub/using-aws-session-manager-for-port-forwarding-to-remote-hosts-8168589ba579) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - [medium.com/@mike_tyson_cloud: AWS Landing Zone: Mastering the Architecture' β€” Best Practices and Design Secrets](https://medium.com/@mike_tyson_cloud/aws-landing-zone-mastering-the-architecture-best-practices-and-design-secrets-a37746f72962) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - [landing.jobs: How does remote work affect your salary?](https://landing.jobs/blog/how-does-remote-work-affect-your-salary) [COMMUNITY-TOOL] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - [**BMW ConnectedDrive**:](https://www.bmw-connecteddrive.com) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - [eleconomista.es: Giga Press, la colosal mΓ‘quina de Tesla que ha revolucionado' la fabricaciΓ³n de coches elΓ©ctricos](https://www.eleconomista.es/motor/noticias/12630740/01/24/giga-press-la-colosal-maquina-de-tesla-que-ha-revolucionado-la-fabricacion-de-coches-electricos.html) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - [Efficient Java in the cloud with Quarkus. Carrefour Spain’s test: Quarkus' vs. Spring Boot](https://horizons.carrefour.com/efficient-java-in-the-cloud-with-quarkus) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - [healthitanalytics.com: AI for Medical Imaging Boosts Cancer Screenings with' Provider Aid](https://healthitanalytics.com/news/ai-for-medical-imaging-boosts-cancer-screenings-with-provider-aid) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - [hashicorp.com: Standardizing infrastructure automation with Terraform Enterprise](https://www.hashicorp.com/resources/building-a-migration-factory-with-terraform-enterprise-at-axa-group) [COMMUNITY-TOOL] β€” *Go to [Section](./customer.md)*
-  - [wikipedia: API Application Programming Interface](https://simple.wikipedia.org/wiki/Application_programming_interface) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [apifriends.com: What is an API?](https://apifriends.com/api-management/what-is-an-api) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [axway.com: What is API Management?](https://www.axway.com/en/products/api-management/what-is-api-management) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [amazicworld.com: Why APIs can’t be missed when it comes to DevOps](https://amazicworld.com/why-apis-cant-be-missed-when-it-comes-to-devops) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium: API Gateway Part 1](https://medium.com/easyread/api-gateway-part-1-7901ba703f9) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium: API Gateway Part 2](https://medium.com/easyread/api-gateway-part-2-7264ee5be187) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone: API Throttling Strategies When Clients Exceed Their Limit](https://dzone.com/articles/api-throttling-strategies) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [abdulrwahab.medium.com: API Architecture β€” Design Best Practices for REST' APIs](https://abdulrwahab.medium.com/api-architecture-best-practices-for-designing-rest-apis-bf907025f5f) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [blog.devgenius.io: Principles & Best practices of REST API Design](https://blog.devgenius.io/best-practice-and-cheat-sheet-for-rest-api-design-6a6e12dfa89f) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [levelup.gitconnected.com: What’s Wrong With Your CRUD APIsβ€” Besides Everything?](https://levelup.gitconnected.com/whats-wrong-with-your-crudy-interfaces-besides-everything-bde4f4c8cb8a) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [jkebertz.medium.com: The Art of Writing Amazing REST APIs](https://jkebertz.medium.com/the-art-of-writing-amazing-rest-apis-dc4c4100478d) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [betterprogramming.pub: How To Deprecate APIs the Right Way](https://betterprogramming.pub/how-to-deprecate-apis-the-right-way-371c1cbf1723) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone.com: REST vs. Messaging for Microservices 🌟](https://dzone.com/articles/rest-vs-messaging-for-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium.com/@ezinneanne: Best API documentation tools you need](https://medium.com/@ezinneanne/best-api-documentation-tools-you-need-cf3ef2c47e89) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [writersbyte.com: Introduction to APIs with Python FastAPI](https://writersbyte.com/introduction-to-apis-with-python-fastapi) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [blog.devgenius.io: REST APIs with Python 🌟](https://blog.devgenius.io/rest-apis-with-python-f330c7ffc6ab) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [apifriends.com: What are the different types of APIs? 🌟](https://apifriends.com/api-creation/different-types-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [wikipedia: SOAP](https://en.wikipedia.org/wiki/SOAP) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [guru99.com: SOAP Web Services Tutorial: Simple Object Access Protocol. What' is SOAP?](https://www.guru99.com/soap-simple-object-access-protocol.html) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone: Creating a SOAP Web Service With Spring Boot Starter Web Services](https://dzone.com/articles/creating-a-soap-web-service-with-spring-boot-start) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [wikipedia: REST](https://en.wikipedia.org/wiki/Representational_state_transfer) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Dzone refcard: Foundations of **RESTful Architecture** 🌟](https://dzone.com/refcardz/rest-foundations-restful) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Dzone: REST API tutorials](https://dzone.com/articles/rest-api-tutorials) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone: REST API Versioning Strategies](https://dzone.com/articles/rest-api-versioning-strategies-1) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium.com/@shubhadeepchat: Best Practices for good REST API Design](https://medium.com/@shubhadeepchat/best-practices-for-good-rest-api-design-b5fae9a62c86) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [OpenAPI](https://www.openapis.org) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Wikipedia: OpenAPI Specification 🌟](https://en.wikipedia.org/wiki/OpenAPI_Specification) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [OpenAPI FAQ. What is OpenAPI Specification (OAS)? OpenAPI Specification](https://www.openapis.org/faq) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [wikipedia: RPC Remote Procedure Call](https://en.wikipedia.org/wiki/Remote_procedure_call) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [wikipedia: gRPC](https://en.wikipedia.org/wiki/GRPC) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [cncf.io: Think gRPC, when you are architecting modern microservices!](https://www.cncf.io/blog/2021/07/19/think-grpc-when-you-are-architecting-modern-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [gendocu.com: RPC API Developer Portal](https://gendocu.com) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [WebSocket](https://en.wikipedia.org/wiki/WebSocket) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [SPDY and WebSocket Support at Akamai](https://blogs.akamai.com/2012/07/spdy-and-websocket-support-at-akamai.html) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [betterprogramming.pub: Lambda vs. Step Functions: The Battle of Cost and' Performance](https://betterprogramming.pub/lambda-vs-step-functions-the-battle-of-cost-and-performance-5f008045e2ab) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [levelup.gitconnected.com: Truth About { SOAP vs REST vs GRPC vs GraphQL' } Checklist](https://levelup.gitconnected.com/truth-about-soap-vs-rest-vs-grpc-vs-graphql-checklist-f50bcb475adf) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium: REST, RPC, GraphQL… What to choose?](https://medium.com/geekculture/rest-rpc-graphql-what-to-choose-c57c78c0593d) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium.com/dlt-labs-publication: gRPC vs. REST β€” Performance Test using' JMeter](https://medium.com/dlt-labs-publication/grpc-vs-rest-performance-test-using-jmeter-f17e5ba1c23b) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone: A Comprehensive Guide to REST vs. SOAP](https://dzone.com/articles/comprehensive-guide-rest-vs-soap) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone: Comparing RESTful APIs and SOAP APIs Using MuleSoft as an Example](https://dzone.com/articles/comparing-restful-apis-and-soap-apis) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [baeldung.com: REST vs SOAP](https://www.baeldung.com/cs/rest-vs-soap) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [REST vs. gRPC: Battle of the APIs](https://code.tutsplus.com/tutorials/rest-vs-grpc-battle-of-the-apis--cms-30711) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Comparing OpenAPI With gRPC 🌟](https://dzone.com/articles/comparing-openapi-with-grpc) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [dzone.com: 10 API Testing Tips for Beginners (SOAP and REST)](https://dzone.com/articles/10-api-testing-tips-for-beginners-soap-amp-rest) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [blog.dream11engineering.com: Lessons learned from running GraphQL at scale](https://blog.dream11engineering.com/lessons-learned-from-running-graphql-at-scale-2ad60b3cefeb) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium.datadriveninvestor.com: Everything You Wanted to Know About GraphQL' (But Were Afraid to Ask)](https://medium.datadriveninvestor.com/everything-you-wanted-to-know-about-graphql-but-were-afraid-to-ask-ad66980116cb) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [betterprogramming.pub: Building GraphQL Server Using Schema-first Approach' in Python](https://betterprogramming.pub/building-graphql-server-using-schema-first-approach-in-python-68aeee38bcc3) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [betterprogramming.pub: 4 Awesome Browser APIs You Might Not Be Using Yet](https://betterprogramming.pub/4-awesome-browser-apis-you-might-not-be-using-yet-726d3e3237d2) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [medium.com/@sajjadfazlani: How to protect your APIs and Microservices?' 🌟](https://medium.com/@sajjadfazlani/how-to-protect-your-apis-and-microservices-f22b99ce2322) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [programmableweb.com](https://www.programmableweb.com) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Dzone: How to Create a REST API With Spring Boot](https://dzone.com/articles/how-to-create-rest-api-with-spring-boot) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [Dzone: Step-By-Step Spring Boot RESTful Web Service Complete Example](https://dzone.com/articles/spring-boot-restful-web-service-complete-example) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [portal.dev](https://portal.dev) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [IBM creates an open source tool to simplify API documentation](https://www.techrepublic.com/article/ibm-creates-an-open-source-tool-to-simplify-api-documentation) [COMMUNITY-TOOL] β€” *Go to [Section](./api.md)*
-  - [npmjs.com: Lambda load test](https://www.npmjs.com/package/lambda-load-test) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [blog.usejournal.com: Building a Serverless Back-end with AWS](https://blog.usejournal.com/building-a-serverless-back-end-with-aws-5bb3642a3f4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium: Going Serverless (on AWS)](https://medium.com/galvanize/going-serverless-on-aws-116a04a0defd) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [liavyona09.medium.com: Spice up Your Kubernetes Environment with AWS Lambda](https://liavyona09.medium.com/spice-up-your-kubernetes-environment-with-aws-lambda-a07d81347607) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium: Serverless enterprise-grade multi-tenancy using AWS | Tarek Becker](https://medium.com/@tarekbecker/serverless-enterprise-grade-multi-tenancy-using-aws-76ff5f4d0a23) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/@andrewjr350: Misunderstanding of Serverless (AWS)](https://medium.com/@andrewjr350/misunderstanding-of-serverless-aws-835c7076ea4c) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/aws-serverless-microservices-with-patterns-best: Cloud-Native' Microservices Evolves to AWS Serverless Event-driven Architectures](https://medium.com/aws-serverless-microservices-with-patterns-best/cloud-native-microservices-evolves-to-aws-serverless-event-driven-architectures-9a38c473f4f8) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [betterprogramming.pub: Exploring the Serverless Event-Driven Architecture](https://betterprogramming.pub/exploring-the-serverless-event-driven-architecture-8d6bda93e823) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/awesome-cloud: AWS β€” Difference between Serverless (Lambda) and' Containers (Kubernetes)](https://medium.com/awesome-cloud/aws-difference-between-serverless-lambda-and-containers-kubernetes-serverless-vs-containers-lambda-vs-k8s-a166931870a2) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [aws.plainenglish.io: Let's design a serverless ETL pipeline with AWS services](https://aws.plainenglish.io/lets-design-a-serverless-etl-pipeline-with-aws-services-9ab88c95afd4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [faun.pub: Serverless With Spring Boot & AWS Lambda](https://faun.pub/serverless-with-spring-boot-aws-lambda-bc76c1de2b12) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/@dan.avila7: Prueba tus proyectos serverless de forma local con' serverless-offline](https://medium.com/@dan.avila7/prueba-tus-proyectos-serverless-de-forma-local-con-serverless-offline-2e555f2b5e9b) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/lego-engineering: A Journey into Serverless and Handling Step' Function Failures](https://medium.com/lego-engineering/a-journey-into-serverless-and-handling-step-function-failures-dba51b4e8e99) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [blog.devops.dev: Deploying Awesome App on AWS Serverless Services β€” Step-by-Step' Guide](https://blog.devops.dev/deploying-awesome-app-on-aws-serverless-services-step-by-step-guide-54bc89e4d236) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/@sassenthusiast: Serverless Simplified: Integrating Docker Containers' into AWS Lambda via serverless.yml](https://medium.com/@sassenthusiast/serverless-simplified-integrating-docker-containers-into-aws-lambda-via-serverless-yml-cdef9be1681e) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [medium.com/@HirenDhaduk1: Best choice to run your containers: AWS FARGATE' or AWS LAMBDA or Both?](https://medium.com/@HirenDhaduk1/best-choice-to-run-your-containers-aws-fargate-or-aws-lambda-or-both-d9e14685a363) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [AWS SAM CLI Advanced Serverless Deployments](https://medium.com/@mertmengu/aws-sam-cli-advanced-serverless-deployments-07432fee87ab) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-serverless.md)*
-  - [tutorials.keptn.sh 🌟](https://tutorials.keptn.sh) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - [medium: Keptn 0.6.0 β€” My top 5 favorite improvements](https://medium.com/keptn/keptn-0-6-0-my-top-5-favorite-improvements-242d8ac1abfe) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - [medium: How we are redesigning our microservices deployment strategy](https://medium.com/dynatrace-engineering/how-we-are-redesigning-our-microservices-deployment-strategy-c567e310a42e) [COMMUNITY-TOOL] β€” *Go to [Section](./keptn.md)*
-  - [DZone: Performance Improvement in Java Applications: ORM/JPA 🌟](https://dzone.com/articles/performance-improvement-in-java-applications-orm-j) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [DZone: The JVM Architecture Explained 🌟](https://dzone.com/articles/jvm-architecture-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [DZone: How to Troubleshoot Sudden CPU Spikes](https://dzone.com/articles/troubleshoot-sudden-cpu-spikes) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [Dzone: 7 JVM Arguments of Highly Effective Applications 🌟🌟🌟](https://dzone.com/articles/7-jvm-arguments-of-highly-effective-applications-1) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [dzone.com: Flight Recorder: Examining Java and Kotlin Apps](https://dzone.com/articles/flight-recorder-examining-java-and-kotlin-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [medium: How to reduce your JVM app memory footprint in Docker and Kubernetes' 🌟](https://medium.com/wix-engineering/how-to-reduce-your-jvm-app-memory-footprint-in-docker-and-kubernetes-d6e030d21298) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [dzone: Best Practices: Java Memory Arguments for Containers 🌟](https://dzone.com/articles/best-practices-java-memory-arguments-for-container) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [medium.com/@anurag2397: Tuning JVM containers for better CPU and memory' utilisation in K8s environment](https://medium.com/@anurag2397/solving-javas-core-problems-around-memory-and-cpu-4d0c97748c43) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [danoncoding.com: Tricky Kubernetes memory management for Java applications' 🌟](https://danoncoding.com/tricky-kubernetes-memory-management-for-java-applications-d2f88dd4e9f6) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [medium.com/nordnet-tech: Setting Java Heap Size Inside a Docker Container](https://medium.com/nordnet-tech/setting-java-heap-size-inside-a-docker-container-b5a4d06d2f46) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [medium.com/@sharprazor.app: Memory settings for Java process running in' Kubernetes pod](https://medium.com/@sharprazor.app/memory-settings-for-java-process-running-in-kubernetes-pod-1e608a5d2a64) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [medium.com/codex: Running JVM Applications on Kubernetes: Beyond java' -jar](https://medium.com/codex/running-jvm-applications-on-kubernetes-beyond-java-jar-a095949f3e34) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [lalitchaturveditech.medium.com: Optimize Java Performance On Kubernetes](https://lalitchaturveditech.medium.com/optimize-java-performance-on-kubernetes-5f055d406ecf) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [jet-start.sh: Performance of Modern Java on Data-Heavy Workloads, Part 1' 🌟](https://jet-start.sh/blog/2020/06/09/jdk-gc-benchmarks-part1) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [dzone.com: Java Inside Docker: What You Must Know to Not FAIL](https://dzone.com/articles/java-inside-docker-what-you-must-know-to-not-fail) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [baeldung.com: How to Analyze Java Thread Dumps 🌟](https://www.baeldung.com/java-analyze-thread-dumps) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [baeldung.com: Capturing a Java Thread Dump](https://www.baeldung.com/java-thread-dump) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [DZone: Understanding the Java Memory Model and Garbage Collection 🌟](https://dzone.com/articles/understanding-the-java-memory-model-and-the-garbag) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [DZone: Memory Leaks and Java Code](https://dzone.com/articles/memory-leak-andjava-code) [COMMUNITY-TOOL] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [Amazon’s customer service backdoor](https://medium.com/@espringe/amazon-s-customer-service-backdoor-be375b3428c4) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [dzone: Removing the Bastion Host and Improving the Security in AWS](https://dzone.com/articles/removing-the-bastion-host-and-improving-the-securi) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [faun.pub: Handling Exposed AWS Access Key](https://faun.pub/handling-exposed-aws-access-key-b053362abd73) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [medium.com/@neonforge: Why You Shouldn’t Use AWS managed KMS Keys](https://medium.com/@neonforge/why-you-shouldnt-use-aws-managed-kms-keys-83d9eb9d5090) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [medium.parttimepolymath.net: No more AWS Access Keys?](https://medium.parttimepolymath.net/no-more-aws-access-keys-13a3c3f2337a) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [ben11kehoe.medium.com: AWS Authentication: Principals (users and roles)' in AWS IAM](https://ben11kehoe.medium.com/principals-in-aws-iam-38c4a3dc322a) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [awsiam.info: AWS IAM Search](https://www.awsiam.info) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [binx.io: Working with AWS Permission Policies 🌟](https://binx.io/2022/07/13/working-with-aws-permission-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [doit-intl.com: AWS Firewalls 101: How and when to use each one](https://blog.doit-intl.com/aws-firewalls-101-how-and-when-to-use-each-one-d4ad8087a6b3) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [medium: Blocking bots using AWS WAF](https://medium.com/cloud-techies/blocking-bots-using-aws-waf-d449e6d159ca) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [medium: Protecting your Web Application or APIs using AWS WAF](https://medium.com/avmconsulting-blog/protecting-your-web-application-or-apis-using-aws-waf-1829ff79275a) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [faun.pub: Set up global rate limiting with AWS WAF in 5 minutes](https://faun.pub/set-up-global-rate-limiting-with-aws-waf-in-5-minutes-bd43a9309683) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [blog.devops.dev: Debugging Kubernetes Secrets, Why My Pod Wouldn’t Start](https://blog.devops.dev/manage-secrets-on-aws-and-helm-as-environment-variables-f7ec998c58fc) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-security.md)*
-  - [Docker](https://www.docker.com/products/container-runtime) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [medium: Podman: Getting Started](https://medium.com/javarevisited/podman-getting-started-e7fc06961994) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [oldgitops.medium.com: Setting up Podman on WSL2 in Windows 10 🌟](https://oldgitops.medium.com/setting-up-podman-on-wsl2-in-windows-10-be2991c2d443) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [medium.com: Exploring Docker alternative β€” Podman](https://medium.com/techbeatly/exploring-docker-alternative-podman-14674c990311) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [medium.com/@raghavendraguttur: Podman Containers β€” Beginner’s Guide](https://medium.com/@raghavendraguttur/podman-containers-beginners-guide-830b931e66f4) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [nilesh93.medium.com: Replacing Docker Desktop with Podman and Kind in MacOS](https://nilesh93.medium.com/replacing-docker-desktop-with-podman-and-kind-in-macos-c750581a3fda) [COMMUNITY-TOOL] β€” *Go to [Section](./container-managers.md)*
-  - [DZone: Kubernetes Monitoring Essentials](https://dzone.com/refcardz/monitoring-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [faun.pub: Becoming DevOps β€” Observability](https://faun.pub/becoming-devops-observability-152b292c05b9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [levelup.gitconnected.com: Installing & Exploring the Kube-Prometheus Project](https://levelup.gitconnected.com/installing-exploring-the-kube-prometheus-project-eef375d49f6b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium: Kubernetes Monitoring: Kube-State-Metrics](https://medium.com/@chrisedrego/kubernetes-monitoring-kube-state-metrics-df6546aea324) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [Kubernetes Monitoring 101 β€” Core pipeline & Services Pipeline](https://levelup.gitconnected.com/kubernetes-monitoring-101-core-pipeline-services-pipeline-a34cd4cc9627) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium: Utilizing and monitoring kubernetes cluster resources more effectively](https://medium.com/@martin.schneppenheim/utilizing-and-monitoring-kubernetes-cluster-resources-more-effectively-using-this-tool-df4c68ec2053) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [magalix.com: Best Practices And Tools For Monitoring Your Kubernetes Cluster](https://www.magalix.com/blog/best-practices-and-tools-for-monitoring-your-kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [cncf.io: Avoiding Kubernetes cluster outages with synthetic monitoring](https://www.cncf.io/blog/2021/08/10/avoiding-kubernetes-cluster-outages-with-synthetic-monitoring) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium: Replication Controller & Replica sets in Kubernetes](https://medium.com/avmconsulting-blog/replication-controller-replica-sets-in-kubernetes-820f3cec7170) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [arabitnetwork.com: K8S – Enabling Auditing Logs | Step-by-Step](https://arabitnetwork.com/2021/03/13/k8s-enabling-auditing-logs-step-by-step) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/is-it-observable: How to collect metrics in a Kubernetes cluster](https://medium.com/is-it-observable/how-to-collect-metrics-in-a-kubernetes-cluster-9ad4a69aafb0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@lucapompei91: Kubernetes observability](https://medium.com/@lucapompei91/kubernetes-observability-17a7875a38f6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [hitesh-pattanayak.medium.com: Observability in Kubernetes](https://hitesh-pattanayak.medium.com/observability-in-kubernetes-b53d6ea1b37d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@kylekhunter: Kubernetes Monitoring with Prometheus](https://medium.com/@kylekhunter/kubernetes-monitoring-with-prometheus-a149c35694c4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@clymeneallen: Best Practices, Monitoring System for Multi-K8s' Cluster Environments Using Open Source](https://medium.com/@clymeneallen/best-practices-monitoring-system-for-multi-k8s-cluster-environments-using-open-source-d85544052f37) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@magstherdev: OpenTelemetry on Kubernetes 🌟](https://medium.com/@magstherdev/opentelemetry-on-kubernetes-c167f024b35f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [betterprogramming.pub: 6 Metrics To Watch for on Your K8s Cluster 🌟](https://betterprogramming.pub/6-metrics-to-watch-for-on-your-k8s-cluster-76d58f08397f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [figments.medium.com: Observable Kubernetes Cluster Using Grafana-Loki-Prometheus](https://figments.medium.com/observable-kubernetes-cluster-using-grafana-loki-prometheus-a661a31d7ad8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@isalapiyarisi: Getting Started on Kubernetes observability with' eBPF](https://medium.com/@isalapiyarisi/getting-started-on-kubernetes-observability-with-ebpf-88139eb13fb2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@HirenDhaduk1: Top Kubernetes Observability Tools and their Usage](https://medium.com/@HirenDhaduk1/top-kubernetes-observability-tools-and-their-usage-e4e8eef8aec3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [milindasenaka96.medium.com: Setup Prometheus and Grafana to Monitor the' K8s Cluster](https://milindasenaka96.medium.com/setup-prometheus-and-grafana-to-monitor-the-k8s-cluster-e1d35343d7a9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [kemilad.medium.com: Monitoring-Stack Deployment To A Kubernetes Cluster' β€” Prometheus | Grafana | AlertManager | Loki + Exporters | Dashboards and etc 🌟](https://kemilad.medium.com/monitoring-stack-deployment-to-a-kubernetes-cluster-prometheus-grafana-alertmanager-loki-dcc7339d4f19) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [awstip.com: Monitoring Your EKS Cluster with the Power of Prometheus and' Grafana through Helm](https://awstip.com/monitoring-your-eks-cluster-with-the-power-of-prometheus-and-grafana-through-helm-%EF%B8%8F-1e8dc1ad5620) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@poseidon.os: Poseidon: A Kubernetes Cluster Visualization &' Cost Analysis Tool](https://medium.com/@poseidon.os/poseidon-a-kubernetes-cluster-visualization-cost-analysis-tool-d0fb55c2858c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [umeey.medium.com: Four Golden Signals Of Monitoring: Site Reliability Engineering' (SRE) Metrics](https://umeey.medium.com/four-golden-signals-of-monitoring-site-reliability-engineering-sre-metrics-64031dbe268) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@lambdaEranga: Monitor Kubernets Services/Endpoints with Prometheus' Blackbox Exporter 🌟](https://medium.com/@lambdaEranga/monitor-kubernets-services-endpoints-with-prometheus-blackbox-exporter-a64e062c05d5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [samiislam0306.medium.com: Insightful Monitoring of Kubernetes Clusters with' Traces](https://samiislam0306.medium.com/insightful-monitoring-of-kubernetes-clusters-with-traces-c7c3b33ed07e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@walissonscd: Monitoring Kubernetes Cluster Resources: Using' Top Metrics Commands](https://medium.com/@walissonscd/monitoring-kubernetes-cluster-resources-using-top-metrics-commands-a60408765321) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [blog.devops.dev: Prometheus metrics within Kubernetes β€” an aerial view' | Joseph Esrig](https://blog.devops.dev/prometheus-metrics-within-kubernetes-an-ariel-view-d1d3b7d75418) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [betterprogramming.pub: Improve Cluster Monitoring With Network Mapping in' Grafana](https://betterprogramming.pub/improve-cluster-monitoring-with-network-mapping-in-grafana-fa8bb479fd47) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [betterprogramming.pub: Kubernetes Observability Part 1: Events, Logs, and' Integration With Slack, OpenAI, and Grafana](https://betterprogramming.pub/kubernetes-observability-part-1-events-logs-integration-with-slack-openai-and-grafana-62068cf43ec) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@onai.rotich: Understand container metrics and why they matter](https://medium.com/@onai.rotich/understand-container-metrics-and-why-they-matter-9e88434ca62a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [kkamalesh117.medium.com: Setting up Prometheus and Grafana Integration on' Kubernetes with Helm](https://kkamalesh117.medium.com/setting-up-prometheus-and-grafana-integration-on-kubernetes-with-helm-dfc63823608c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@MetricFire: Monitoring Kubernetes tutorial: Using Grafana and' Prometheus](https://medium.com/@MetricFire/monitoring-kubernetes-tutorial-using-grafana-and-prometheus-3239079b138f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/globant: Monitoring a multi-cluster Kubernetes Deployment](https://medium.com/globant/monitoring-a-multi-cluster-kubernetes-deployment-9e7a418a06b7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@martin.hodges: Adding observability to a Kubernetes cluster' using Prometheus](https://medium.com/@martin.hodges/adding-observability-to-a-kubernetes-cluster-using-prometheus-c2cba6c0fdaa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [addozhang.medium.com: Non-intrusive Inject OpenTelemetry Auto-Instrumentation' in Kubernetes](https://addozhang.medium.com/non-intrusive-inject-opentelemetry-auto-instrumentation-in-kubernetes-a9dfd49fc714) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@abhisman.sarkar: Kubernetes Monitoring: Effective Cluster Tracking' with Prometheus](https://medium.com/@abhisman.sarkar/kubernetes-monitoring-effective-cluster-tracking-with-prometheus-b0ed5b3efb32) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [aws.plainenglish.io: Mastering Monitoring: The Complete Guide to Using' Prometheus and Grafana with Kubernetes](https://aws.plainenglish.io/mastering-monitoring-the-complete-guide-to-using-prometheus-and-grafana-with-kubernetes-e53d8306123d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@muppedaanvesh: A Hands-On Guide to Kubernetes Monitoring Using' Prometheus & Grafana](https://medium.com/@muppedaanvesh/a-hands-on-guide-to-kubernetes-monitoring-using-prometheus-grafana-%EF%B8%8F-b0e00b1ae039) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [cncf.io: Logging in Kubernetes: EFK vs PLG Stack](https://www.cncf.io/blog/2020/07/27/logging-in-kubernetes-efk-vs-plg-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium: How to Deploy an EFK stack to Kubernetes](https://medium.com/avmconsulting-blog/how-to-deploy-an-efk-stack-to-kubernetes-ebc1b539d063) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [portworx.com: How to backup and restore Elasticsearch on Kubernetes](https://portworx.com/how-to-backup-and-restore-elasticsearch-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/vmacwrites: Kubernetes Audit Logs: Who created or deleted a namespace?](https://medium.com/vmacwrites/kubernetes-audit-logs-who-created-or-deleted-a-namespace-7d55c20d2730) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [shivanshu1333.medium.com: Structured logging in Kubernetes](https://shivanshu1333.medium.com/structured-logging-in-kubernetes-58cf35e6d60d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [blog.devops.dev: Importance of Logging In Kubernetes, Intro to Grafana Loki' & deploying with helm-charts](https://blog.devops.dev/importance-of-logging-in-kubernetes-and-intro-to-grafana-loki-f8dc6f736e6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [faun.pub: Kubernetes Practice β€” Logging with Logstash and FluentD by Sidecar' Container](https://faun.pub/kubernetes-practice-logging-with-logstash-and-fluentd-by-sidecar-container-86076da0812f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [blog.amhaish.com: Observing the K8 cluster using ELK stack](https://blog.amhaish.com/observing-the-k8-cluster-using-elk-stack-7d4264fdb0e3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [akyriako.medium.com: Kubernetes Logging with Grafana Loki & Promtail in' under 10 minutes 🌟](https://akyriako.medium.com/kubernetes-logging-with-grafana-loki-promtail-in-under-10-minutes-d2847d526f9e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [yuminlee2.medium.com: Kubernetes: Container and Pod Logging](https://yuminlee2.medium.com/kubernetes-container-and-pod-logging-82ec5c057cb2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/kubernetes-tutorials: Cluster-level Logging in Kubernetes with' Fluentd](https://medium.com/kubernetes-tutorials/cluster-level-logging-in-kubernetes-with-fluentd-e59aa2b6093a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [shivanshu1333.medium.com: Contextual Logging in Kubernetes](https://shivanshu1333.medium.com/contextual-logging-in-kubernetes-41f4cc5fea69) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/kernel-space: KubeShark: Wireshark for Kubernetes](https://medium.com/kernel-space/kubeshark-wireshark-for-kubernetes-4069a5f5aa3d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium.com/@bareckidarek: TCP packets traffic visualization for kubernetes' by k8spacket and Grafana](https://medium.com/@bareckidarek/tcp-packets-traffic-visualization-for-kubernetes-by-k8spacket-and-grafana-bb87cb106f30) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [pakdailytimes.com: TCP packets traffic visualization for kubernetes by k8spacket' and Grafana](https://www.pakdailytimes.com/2022/12/tcp-packets-traffic-visualization-for.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - [medium: 5 tips for troubleshooting apps on Kubernetes](https://medium.com/@alexellisuk/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [veducate.co.uk: How to fix in Kubernetes – Deleting a PVC stuck in status' β€œTerminating”](https://veducate.co.uk/kubernetes-pvc-terminating) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [levelup.gitconnected.com: 5 tips for troubleshooting apps on Kubernetes](https://levelup.gitconnected.com/5-tips-for-troubleshooting-apps-on-kubernetes-835b6b539c24) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium: Better Debugging Environment for your Micro-Services](https://medium.com/@moshe.beladev.mb/better-debugging-environment-for-your-micro-services-9420a71b8a37) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@andrewachraf: Detect crashes in your Kubernetes cluster using' kwatch and Slack 🌟](https://medium.com/@andrewachraf/detect-crashes-in-your-cluster-using-kwatch-an-slack-84b979e93e03) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [pauldally.medium.com: Kubernetes β€” Debugging NetworkPolicy (Part 1)](https://pauldally.medium.com/debugging-networkpolicy-part-1-249921cdba37) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/geekculture: Common Pod Errors in Kubernetes to Watch Out For](https://medium.com/geekculture/common-pod-errors-in-kubernetes-to-watch-out-for-d808737f4ade) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [faun.pub: Kubernetes β€” Debugging NetworkPolicy (Part 1)](https://faun.pub/debugging-networkpolicy-part-1-249921cdba37) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [pauldally.medium.com: Kubernetes β€” Debugging NetworkPolicy (Part 2)](https://pauldally.medium.com/debugging-networkpolicy-part-2-2d5c42d8465c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [tratnayake.dev: Oncall Adventures - When your Prometheus-Server mounted' to GCE Persistent Disk on K8s is Full](https://tratnayake.dev/oncall-adventures-prometheus-filled-disk) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.devgenius.io: All You Need to Know about Debugging Kubernetes Cronjob](https://blog.devgenius.io/all-you-need-to-know-about-debugging-kubernetes-cronjob-61989a998513) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [saiteja313.medium.com: Tracing DNS issues in Kubernetes](https://saiteja313.medium.com/tracing-dns-issues-in-kubernetes-28b38f782103) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@jasonmfehr: Kubernetes Informers: Opening the Mystery Box](https://medium.com/@jasonmfehr/kubernetes-informers-opening-the-mystery-box-4cd690a43a4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [maxilect-company.medium.com: Graceful shutdown in a cloud environment (the' example of Kubernetes + Spring Boot) 🌟](https://maxilect-company.medium.com/graceful-shutdown-in-a-cloud-environment-the-example-of-kubernetes-spring-boot-f922b41adaa0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [madeeshafernando.medium.com: Capturing Heap Dumps of stateless Kubernetes' pods before container termination and export to AWS S3](https://madeeshafernando.medium.com/capturing-heap-dumps-of-stateless-kubernetes-pods-before-container-termination-and-export-to-aws-s3-9602378ee60b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [faun.pub: Troubleshooting Kubernetes nodes storage space shortage on Aliyun' (Alibaba Cloud)](https://faun.pub/troubleshooting-kubernetes-nodes-storage-space-shortage-on-aliyun-alibaba-cloud-ac28230fe3d3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [nicolasbarlatier.hashnode.dev: .NET Core Tip 2: How to troubleshoot Memory' Leaks within a .NET Console application running in a Linux Docker Container in Kubernetes](https://nicolasbarlatier.hashnode.dev/net-core-tip-2-how-to-troubleshoot-memory-leaks-within-a-net-console-application-running-in-a-linux-docker-container-in-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [dzone.com: Tackling the Top 5 Kubernetes Debugging Challenges](https://dzone.com/articles/tackling-the-top-5-kubernetes-debugging-challenges) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [levelup.gitconnected.com: Access Kubernetes Objects Data From /Proc Directory' 🌟](https://levelup.gitconnected.com/access-kubernetes-objects-data-from-proc-directory-8d2ec6a0faba) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [vik-y.medium.com: An easier way to auto-remediate memory leaks on Kubernetes!](https://vik-y.medium.com/an-easier-way-to-auto-remediate-memory-leaks-on-kubernetes-a922457674f4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@yusufkaratoprak: Advanced Troubleshooting Techniques in Kubernetes' Pods](https://medium.com/@yusufkaratoprak/advanced-troubleshooting-techniques-in-kubernetes-pods-24ee0cebfa6f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [Understanding Kubernetes cluster events](https://banzaicloud.com/blog/k8s-cluster-logging) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [hwchiu.medium.com: Kubernetes Network Troubleshooting Approach 🌟](https://hwchiu.medium.com/kubernetes-network-troubleshooting-approach-701de9463493) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.ediri.io: Kubernetes: ImagePullBackOff!](https://blog.ediri.io/kubernetes-imagepullbackoff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com: Kubernetes Tip: How To Disambiguate A Pod Crash To Application' Or To Kubernetes Platform? (CrashLoopBackOff)](https://medium.com/tailwinds-navigator/kubernetes-tip-how-to-disambiguate-a-pod-crash-to-application-or-to-kubernetes-platform-f6c1395a8d09) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [pauldally.medium.com: Why Leaving Pods in CrashLoopBackOff Can Have a Bigger' Impact Than You Might Think](https://pauldally.medium.com/why-leaving-pods-in-crashloopbackoff-can-have-a-bigger-impact-than-you-might-think-c0d3dbd067a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [tonylixu.medium.com: K8s Troubleshooting β€” Pod in Terminating or Unknown' Status](https://tonylixu.medium.com/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.devgenius.io: K8s Troubleshooting β€” Pod in Terminating or Unknown Status](https://blog.devgenius.io/k8s-troubleshooting-pod-in-terminating-or-unknown-status-2878f6ec66b8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@reefland: Tracking Down β€œInvisible” OOM Kills in Kubernetes](https://medium.com/@reefland/tracking-down-invisible-oom-kills-in-kubernetes-192a3de33a60) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [baykara.medium.com: A Gentle Inspection of OOMKilled in Kubernetes](https://baykara.medium.com/a-gentle-inspection-of-oomkilled-in-kubernetes-4b4124cd23a8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@bm54cloud: Stressing a Kubernetes Pod to Induce an OOMKilled' Error](https://medium.com/@bm54cloud/stressing-a-kubernetes-pod-to-induce-an-oomkilled-error-96f3be9c931d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.devgenius.io: K8s β€” pause container](https://blog.devgenius.io/k8s-pause-container-f7abd1e9b488) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.kumomind.com: What You Need To Know To Debug A Preempted Pod On Kubernetes](https://blog.kumomind.com/what-you-need-to-know-to-debug-a-preempted-pod-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [blog.ediri.io: How to remove a stuck namespace](https://blog.ediri.io/how-to-remove-a-stuck-namespace) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@it-craftsman: How to fix Kubernetes namespaces stuck in terminating' state](https://medium.com/@it-craftsman/how-to-fix-kubernetes-namespaces-stuck-in-terminating-state-ea46c5fff045) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@reefland: Access PVC Data without the POD; troubleshooting Kubernetes.](https://medium.com/@reefland/access-pvc-data-without-the-pod-troubleshooting-kubernetes-b28bfdd7502) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/geekculture: K8s Troubleshooting β€” How to Debug CoreDNS Issues](https://medium.com/geekculture/k8s-troubleshooting-how-to-debug-coredns-issues-724e8b973cfc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [How to quarantine pods](https://www.reddit.com/r/kubernetes/comments/gt3uvg/how_to_quarantine_pods) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [tetrate.io: How to debug microservices in Kubernetes with proxy, sidecar' or service mesh?](https://www.tetrate.io/blog/how-to-debug-microservices-in-kubernetes-with-proxy-sidecar-or-service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [sumanthkumarc.medium.com: Debugging namespace deletion issue in Kubernetes](https://sumanthkumarc.medium.com/debugging-namespace-deletion-issue-in-kubernetes-f6f8b40a4368) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/linux-shots: Debug Kubernetes Pods Using Ephemeral Container](https://medium.com/linux-shots/debug-kubernetes-pods-using-ephemeral-container-f01378243ff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@blgreco72: Debugging Kubernetes Services Locally 🌟](https://medium.com/@blgreco72/debugging-kubernetes-services-locally-8cb14bf8745a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [zendesk.engineering: Debugging containerd](https://zendesk.engineering/debugging-containerd-a20f28a2a8bf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [heka-ai.medium.com: Introduction to Debugging: locally and live on Kubernetes' with VSCode 🌟](https://heka-ai.medium.com/introduction-to-debugging-locally-and-live-on-kubernetes-8c8ecd3acbaa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [eminaktas.medium.com: Debug Containerd in Production](https://eminaktas.medium.com/debug-containerd-in-production-fe93ef4e3ce2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@alex.ivenin: Exploring ephemeral containers in kubernetes 🌟](https://medium.com/@alex.ivenin/exploring-ephemeral-containers-in-kubernetes-bcceaf21101c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@danielepolencic: Isolating kubernetes pods for debugging](https://medium.com/@danielepolencic/isolating-kubernetes-pods-for-debugging-5fe41e630e9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/adaltas: Kubernetes: debugging with ephemeral containers](https://medium.com/adaltas/kubernetes-debugging-with-ephemeral-containers-e4be659d9ef6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [medium.com/@ospalaemon: Introducing Palaemon, the Savior of Kubernetes Pods!](https://medium.com/@ospalaemon/introducing-palaemon-the-savior-of-kubernetes-pods-85576c33287c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [Debugging Kubernetes Systems: Practical Advice with Quality Telemetry](https://…) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - [betterprogramming.pub: Solutions Architect Tips β€” The 5 Types of Architecture' Diagrams](https://betterprogramming.pub/solutions-architect-tips-the-5-types-of-architecture-diagrams-eb0c11996f9e) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - [learningdaily.dev: Software architecture diagramming and patterns](https://learningdaily.dev/software-architecture-diagramming-and-patterns-7d38999e7a12) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - [alanblackmore.medium.com: AWS Diagram Architecture](https://alanblackmore.medium.com/aws-diagram-architecture-afb50ea569a4) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - [medium.com/contino-engineering: Data Pipeline Orchestration - Using Amazon' Managed Workflows for Apache Airflow (MWAA)](https://medium.com/contino-engineering/data-pipeline-orchestration-using-amazon-managed-workflows-for-apache-airflow-mwaa-60e5b213a0a7) [COMMUNITY-TOOL] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - [python.plainenglish.io: 15 GitHub Repos That Every Developers Must Bookmark' Right Now](https://python.plainenglish.io/15-github-repos-that-every-developers-must-bookmark-right-now-eee01db63977) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [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€” *Go to [Section](./devel-sites.md)*
-  - [techrepublic.com: The best programming languages to learn in 2022](https://www.techrepublic.com/article/the-best-programming-languages-to-learn-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [baeldung.com: Concurrency vs Parallelism](https://www.baeldung.com/cs/concurrency-vs-parallelism) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [readwrite.com: Tech for Programmers in 2022: The Good, The Bad, and The' Ugly](https://readwrite.com/tech-for-programmers-in-2022-the-good-the-bad-and-the-ugly) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [betterprogramming.pub: How to Refactor a Codebase?](https://betterprogramming.pub/how-to-refactor-a-codebase-982772695078) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [medium: 7 Best Java Design Pattern Books for Beginners and Experienced Programmers](https://medium.com/javarevisited/7-best-books-to-learn-design-patterns-for-java-programmers-5627b93eefdb) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [shadman-jamil.medium.com: Most Useful Software Architecture Patterns](https://shadman-jamil.medium.com/most-useful-software-architecture-patterns-68e171405292) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [medium.com/@victor.ronin: Design your code for readability vs. writability](https://medium.com/@victor.ronin/design-your-code-for-readability-vs-writability-d42f04cc6f4d) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [betterprogramming.pub: How SOLID Remains Solid β€” Software Principles vs.' Patterns](https://betterprogramming.pub/how-solid-remains-solid-software-principles-vs-patterns-c77c623a628b) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [softwarecollections.org](https://www.softwarecollections.org) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [developers.redhat.com: Red Hat Software Collections](https://developers.redhat.com/products/softwarecollections/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [developers.redhat.com: Red Hat Developer Toolset](https://developers.redhat.com/products/developertoolset/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [medium.com/@jdxcode: 12 Factor CLI Apps](https://medium.com/@jdxcode/12-factor-cli-apps-dd3c227a0e46) [COMMUNITY-TOOL] β€” *Go to [Section](./devel-sites.md)*
-  - [en.wikipedia.org: Cryptocurrency](https://en.wikipedia.org/wiki/Cryptocurrency) [COMMUNITY-TOOL] β€” *Go to [Section](./digital-money.md)*
-  - [en.wikipedia.org: Blockchain](https://en.wikipedia.org/wiki/Blockchain) [COMMUNITY-TOOL] β€” *Go to [Section](./digital-money.md)*
-  - [Dzone: What Is NoOps?](https://dzone.com/articles/what-is-noops) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - [DevOps Is Dead, Long Live NoOps](https://medium.com/better-programming/devop-noops-difference-504dfc4e9faa) [COMMUNITY-TOOL] β€” *Go to [Section](./noops.md)*
-  - [medium: Creating CI/CD Pipeline for AWS ECS β€” Part I](https://medium.com/@harshvijaythakkar/creating-ci-cd-pipeline-for-aws-ecs-part-i-b2f61bb1522f) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [faun.pub: Why We Moved From Lambda to ECS](https://faun.pub/why-we-moved-from-lambda-to-ecs-b84674f31869) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [aws.plainenglish.io: Choosing the Right AWS Container Service: ECS vs. EKS](https://aws.plainenglish.io/choosing-the-right-aws-container-service-ecs-vs-eks-3b11dd078c99) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [A Better Dev/Test Experience: Docker and AWS](https://medium.com/aws-activate-startup-blog/a-better-dev-test-experience-docker-and-aws-291da5ab1238) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [aws.plainenglish.io: How to Push a Docker Image to the AWS ECR](https://aws.plainenglish.io/how-to-push-an-image-to-aws-ecr-b2be848c2ef) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-containers.md)*
-  - [Dzone - OAuth 2.0](https://dzone.com/articles/oauth-20-beginners-guide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: How to Harden Your Kubernetes Cluster for Production 🌟](https://medium.com/better-programming/how-to-harden-your-kubernetes-cluster-for-production-7e47990efc2a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [cncf.io: Kubernetes Security 🌟](https://www.cncf.io/blog/2021/03/22/kubernetes-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [redkubes.com: 10 Kubernetes Security Risks & Best Practices](https://redkubes.com/10-kubernetes-security-risks-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.kasten.io: Kubernetes Ransomware Protection with Kasten K10 v4.0](https://blog.kasten.io/ransomware-protection-kasten-k10-v4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [levelup.gitconnected.com: Enforce Audit Policy in Kubernetes (k8s)](https://levelup.gitconnected.com/enforce-audit-policy-in-kubernetes-k8s-34e504733300) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [magalix.com: Top 8 Kubernetes Security Best Practices 🌟](https://www.magalix.com/blog/top-8-kubernetes-security-best-practices) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [cncf.io: How to secure your Kubernetes control plane and node components](https://www.cncf.io/blog/2021/08/20/how-to-secure-your-kubernetes-control-plane-and-node-components) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [akhilsharma.work: The 4C's of Kubernetes Security](https://akhilsharma.work/the-4cs-of-kubernetes-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Securing the Kubernetes cluster | Lessandro Z. Ugulino](https://medium.com/@lessandro.ugulino/securing-the-kubernetes-cluster-c5ab43fe0dd0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [amazicworld.com: Top 5 security threats unique to a Kubernetes and Cloud' Native stack](https://amazicworld.com/top-5-security-threats-unique-to-a-kubernetes-and-cloud-native-stack) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [venturebeat.com: Kubernetes security will have a breakout year in 2022](https://venturebeat.com/2021/12/27/kubernetes-security-will-have-a-breakout-year-in-2022) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Comparing Kubernetes Security Frameworks and Guidance 🌟](https://medium.com/@jonathan_37674/comparing-kubernetes-security-frameworks-and-guidance-f1c2821ea733) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.devgenius.io: How is security managed in Kubernetes clusters?](https://blog.devgenius.io/how-is-security-managed-in-kubernetes-clusters-addefffd2b0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@jonathan_37674: Kubernetes Security Best Practices: Definitive' Guide](https://medium.com/@jonathan_37674/kubernetes-security-best-practices-definitive-guide-bcb546e9f529) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: From dev to admin: an easy Kubernetes privilege escalation you' should be aware of β€” the attack](https://faun.pub/from-dev-to-admin-an-easy-kubernetes-privilege-escalation-you-should-be-aware-of-the-attack-950e6cf76cac) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@dotdc: Is your Kubernetes API Server exposed? Learn how to' check and fix! 🌟](https://medium.com/@dotdc/is-your-kubernetes-api-server-exposed-learn-how-to-check-and-fix-609ab9638fae) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [levelup.gitconnected.com: The Core of Kubernetes Security: Clusters](https://levelup.gitconnected.com/the-core-of-kubernetes-security-clusters-5d9a69f1dba4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@codingkarma: Kubernetes Goat Part-1](https://medium.com/@codingkarma/kubernetes-goat-part-1-8718b1345a42) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@badawekoo: Limit number of processes running in a Kubernetes' pod](https://medium.com/@badawekoo/limit-number-of-processes-running-in-a-kubernetes-pod-50ccf156ec18) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/cloudyrion: Kubernetes end-to-end chain exploit](https://medium.com/cloudyrion/kubernetes-end-to-end-chain-exploit-c2be32688fd0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [xgrid.medium.com: Securing a Kubernetes cluster using TLS certificates' 🌟](https://xgrid.medium.com/securing-a-kubernetes-cluster-using-tls-certificates-5e64a6bb26de) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [ahmedy.hashnode.dev: Creating TLS Certificates for K8s components with OpenSSL](https://ahmedy.hashnode.dev/creating-tls-certificates-for-k8s-components-with-openssl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [erkanzileli.medium.com: How TLS Certificates Work](https://erkanzileli.medium.com/how-tls-certificates-work-422d95f1df5e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@martin.hodges: Using a wildcard certificate within your Kubernetes' cluster](https://medium.com/@martin.hodges/using-a-wildcard-certificate-within-your-kubernetes-cluster-87c014e8dafe) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.cloudsecque.com: How to Improve the Security of Your Applications' with Kubernetes Security Scanners](https://blog.cloudsecque.com/how-to-improve-the-security-of-your-applications-with-kubernetes-security-scanners-cda97fd2f574) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [techmanyu.com: Kubernetes Security with Kube-bench and Kube-hunter 🌟](https://www.techmanyu.com/kubernetes-security-with-kube-bench-and-kube-hunter-6765bf44ebc6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [aninditabasak.medium.com: A Lap around Kubernetes Security & Vulnerability' scanning Tools β€” checkov, kube-hunter, kube-bench & Starboard](https://aninditabasak.medium.com/a-lap-around-kubernetes-security-vulnerability-scanning-tools-checkov-kube-hunter-kube-bench-4ffda92c4cf1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [towardsdev.com: 12 Scanners to Find Security Vulnerabilities and Misconfigurations' in Kubernetes](https://towardsdev.com/12-scanners-to-find-security-vulnerabilities-and-misconfigurations-in-kubernetes-332a738d076d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Gatekeeper | K8 hardening backlog](https://faun.pub/gatekeeper-k8-hardening-backlog-956d1b6860b6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [systemweakness.com: OWASP-K8S Security: Insecure Workload Configurations](https://systemweakness.com/owasp-k8s-security-insecure-workload-configurations-c14c4028beb1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [darkreading.com: Top 10 Kubernetes Security Risks Every DevSecOps Pro Should' Know](https://www.darkreading.com/dr-tech/top-10-kubernetes-security-risks-every-devsecops-needs-to-know) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Kubernetes Hardening Guidance 🌟🌟](https://media.defense.gov/2021/Aug/03/2002820425/-1/-1/1/CTR_KUBERNETES%20HARDENING%20GUIDANCE.PDF) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [aymen-abdelwahed.medium.com: K8s Operators β€” CIS Kubernetes Benchmarks](https://aymen-abdelwahed.medium.com/k8s-operators-cis-benchmarks-8d7915d5cb2d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Working with Service Account In Kubernetes 🌟](https://medium.com/the-programmer/working-with-service-account-in-kubernetes-df129cb4d1cc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [sandeepbaldawa.medium.com: Service Accounts in K8s (Kubernetes)](https://sandeepbaldawa.medium.com/service-accounts-in-k8s-kubernetes-2779ee4fb331) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/pareture: Kubernetes Bound Projected Service Account Token Volumes' Might Surprise You](https://medium.com/pareture/kubernetes-bound-projected-service-account-token-volumes-might-surprise-you-434ff2cd1483) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/geekculture: K8s β€” ServiceAccount Token](https://medium.com/geekculture/k8s-serviceaccount-token-313d62aee119) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [motilayo.hashnode.dev: Exploring Kubernetes Service Account Tokens and Secure' Workload Identity Federation](https://motilayo.hashnode.dev/exploring-kubernetes-service-account-tokens-and-secure-workload-identity-federation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [overcast.blog: Kubernetes Service Accounts: A Practical Guide](https://overcast.blog/kubernetes-service-accounts-a-practical-guide-f99c1ed65483) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [cncf.io: Revealing the secrets of Kubernetes secrets 🌟](https://www.cncf.io/blog/2021/04/22/revealing-the-secrets-of-kubernetes-secrets) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.doit-intl.com: Kubernetes and Secrets Management in the Cloud](https://blog.doit-intl.com/kubernetes-and-secrets-management-in-cloud-858533c20dca) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Kubernetes Secrets Explained](https://medium.com/codex/kubernetes-secrets-explained-f45baf8cefa7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Managing your sensitive information during GitOps process with Secret' Sealed](https://medium.com/@jerome_tarte/managing-your-sensitive-information-during-gitops-process-with-secret-sealed-27498c77e2b8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [enlear.academy: Sealed Secrets with Kubernetes](https://enlear.academy/sealed-secrets-with-kubernetes-a3f4d13dbc17) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/codex: Sealed Secrets for Kubernetes](https://medium.com/codex/sealed-secrets-for-kubernetes-722d643eb658) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [carlosalca.medium.com: How to manage all my K8s secrets in git securely' with Bitnami Sealed Secrets](https://carlosalca.medium.com/how-to-manage-all-my-k8s-secrets-in-git-securely-with-bitnami-sealed-secrets-43580b8fa0c7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [pjame-fb.medium.com: Kubernetes Secrets from Secrets Manager using External' Secrets Operators](https://pjame-fb.medium.com/kubernetes-secrets-from-secrets-manager-using-external-secrets-operators-4819562c3b02) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Secrets | Kubernetes](https://faun.pub/secrets-kubernetes-298ea8dd9911) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@knoldus: Using sealed secrets in Kubernetes](https://medium.com/@knoldus/using-sealed-secrets-in-kubernetes-7f7518d4c984) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [eminalemdar.medium.com: Cloud Native Secret Management with External Secrets' Operator](https://eminalemdar.medium.com/cloud-native-secret-management-with-external-secrets-operator-2912f41f9c49) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/google-cloud: Handle Kubernetes Secrets the GitOps Way β€” Part' 1](https://medium.com/google-cloud/handle-kubernetes-secrets-the-gitops-way-part-1-7079bd8221f3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Using SSL certificates from Let’s Encrypt in your Kubernetes Ingress via cert-manager 🌟](https://medium.com/flant-com/cert-manager-lets-encrypt-ssl-certs-for-kubernetes-7642e463bbce) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium: Encrypting the certificate for Kubernetes (Let’s Encrypt) 🌟](https://medium.com/avmconsulting-blog/encrypting-the-certificate-for-kubernetes-lets-encrypt-805d2bf88b2a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [betterprogramming.pub: Kubernetes and SSL Certificate Management 🌟](https://betterprogramming.pub/kubernetes-and-ssl-certificate-management-5f6a4b6f5ae9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Automate Certificate Management In Kubernetes Using Cert-Manager](https://faun.pub/automate-certificate-management-in-kubernetes-using-cert-manager-d0745e5c7757) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@knoldus: Configure SSL certificate with cert-manager on Kubernetes](https://medium.com/@knoldus/configure-ssl-certificate-with-cert-manager-on-kubernetes-e5ca8a804e16) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.devgenius.io: Automated DNS/TLS with External DNS & LetsEncrypt on' Kubernetes](https://blog.devgenius.io/automated-dns-tls-with-external-dns-letsencrypt-on-kubernetes-6f4f41827df9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Let’s encrypt and CertManager](https://faun.pub/lets-encrypt-and-certmanager-aa88775730b8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [armin.su: SSL certificates from Let’s Encrypt for Kubernetes Private Ingress' via Terraform](https://armin.su/ssl-certificates-from-lets-encrypt-for-kubernetes-private-ingress-via-terraform-c9f595ee65fa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [betterprogramming.pub: Kubernetes Authentication Sidecars: A Revelation' in Microservice Architecture](https://betterprogramming.pub/kubernetes-authentication-sidecars-a-revelation-in-microservice-architecture-12c4608189ab) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.devgenius.io: SSO Authentication for Applications in Kubernetes](https://blog.devgenius.io/sso-authentication-for-applications-in-kubernetes-aedc3c189d89) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [imanishchaudhary.medium.com: Securing Kubernetes Dashboards: SSO Authentication' and RBAC Implementation with Okta and OAuth2 Proxy](https://imanishchaudhary.medium.com/secure-kubernetes-dashboards-with-sso-authentication-using-okta-oauth2-proxy-9e52189e9749) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Configure RBAC in Kubernetes Like a Boss 🌟](https://medium.com/trendyol-tech/configure-rbac-in-kubernetes-like-a-boss-665e2a8665dd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Kubernetes RBAC Permission Manager 🌟](https://toolbox.kali-linuxtr.net/kubernetes-rbac-permission-manager.tool) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/devops-mojo: Kubernetes β€” Role-Based Access Control (RBAC) Overview](https://medium.com/devops-mojo/kubernetes-role-based-access-control-rbac-overview-introduction-rbac-with-kubernetes-what-is-2004d13195df) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [loft-sh.medium.com: 10 Essentials for Kubernetes Access Control](https://loft-sh.medium.com/10-essentials-for-kubernetes-access-control-a67ae72977dd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [sumanthkumarc.medium.com: Kubernetes RBAC β€” Update default ClusterRoles' without editing them](https://sumanthkumarc.medium.com/kubernetes-rbac-update-default-clusterroles-without-editing-them-ef206254e0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Assign permissions to an user in Kubernetes. An overview of RBAC-based' AuthZ in k8s 🌟](https://faun.pub/assign-permissions-to-an-user-in-kubernetes-an-overview-of-rbac-based-authz-in-k8s-7d9e5e1099f1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@badawekoo: Using RBAC in Kubernetes for authorization-Complete' Demo-Part 1](https://medium.com/@badawekoo/using-rbac-in-kubernetes-for-authorization-complete-demo-part-1-83f0a1fb8f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@15daniel10: YOYO attack on a K8S cluster](https://medium.com/@15daniel10/yoyo-attack-on-a-k8s-cluster-102bc1d5ca3e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@danielepolencic: How does RBAC work in kubernetes 🌟](https://medium.com/@danielepolencic/how-does-rbac-work-in-kubernetes-d50dd34771ca) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [dominik-tornow.medium.com: Inside Kubernetes RBAC](https://dominik-tornow.medium.com/inside-kubernetes-rbac-9988b08a738a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@jtdv01: Kubernetes Authorization and Role Based Access Controls' 🌟](https://medium.com/@jtdv01/kubernetes-authorization-and-role-based-access-controls-ca0b7acc17a4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [faun.pub: Give Users and Groups Access to Kubernetes Cluster Using RBAC](https://faun.pub/give-users-and-groups-access-to-kubernetes-cluster-using-rbac-b614b6c0b383) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@danielepolencic: AWS IAM Roles for service accounts for on-prem' clusters](https://medium.com/@danielepolencic/binding-aws-iam-roles-to-kubernetes-service-account-for-on-prem-clusters-b8bac41f269d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/andcloudio: Setting up Authentication and RBAC Authorization' in Kubernetes](https://medium.com/andcloudio/creating-authentication-and-authorization-in-kubernetes-c6c5f0f1d2ad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@mehmetodabashi: Authentication and Authorization in Kubernetes:' Client Certificates and Role Based Access Control (RBAC)](https://medium.com/@mehmetodabashi/authentication-and-authorization-in-kubernetes-client-certificates-and-role-based-access-control-d4e98a3c1098) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@brunoolimpio: Kubernetes DeepDive β€” Parte 2 - Kubernetes RBAC' and more... | Bruno Olimpio](https://medium.com/@brunoolimpio/kubernetes-deepdive-parte-2-a65ffdce596d) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.styra.com: Why RBAC is not enough for kubernetes security 🌟🌟](https://blog.styra.com/blog/why-rbac-is-not-enough-for-kubernetes-api-security) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/dynatrace-engineering: Kubernetes Security Best Practices Part' 2: Network Policies](https://medium.com/dynatrace-engineering/kubernetes-security-best-practices-part-2-network-policies-405b36ed9d94) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/@cloud_tips: Kubernetes Security Best Practices](https://medium.com/@cloud_tips/kubernetes-security-best-practices-ea1e3913c001) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [magalix.com: kubernetes authentication 🌟](https://www.magalix.com/blog/kubernetes-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [magalix.com: kubernetes authorization 🌟](https://www.magalix.com/blog/kubernetes-authorization) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [lisowski0925.medium.com: Using Kubernetes Certificate Signing Requests and' RBAC for User Authentication and Authorization](https://lisowski0925.medium.com/using-kubernetes-csrs-and-rbac-for-cluster-user-authentication-and-authorization-9df5498655cd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Kubernetes Authentication and Authorization with X509 client certificates](https://medium.com/@sureshpalemoni/kubernetes-authentication-and-authorization-with-x509-client-certificates-edbc3517c10) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [stackoverflow: Accessing the Kubernetes REST end points using bearer token](https://stackoverflow.com/questions/56214715/accessing-the-kubernetes-rest-end-points-using-bearer-token) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [ibrahims.medium.com: Security Context β€” Kubernetes](https://ibrahims.medium.com/security-context-kubernetes-9672ae2380f9) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com: Securing Kubernetes Dashboard on EKS with Pomerium](https://medium.com/dev-genius/securing-kubernetes-dashboard-on-eks-with-pomerium-e98c47610e2f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [mahira-technology.medium.com: Kubernetes Secrets Management: Level Up with' External Secrets Operator](https://mahira-technology.medium.com/kubernetes-secrets-management-level-up-with-external-secrets-operator-ed7d32df2189) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [blog.lightspin.io: NGINX Custom Snippets CVE-2021-25742](https://blog.lightspin.io/nginx-custom-snippets-cve-2021-25742) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-security.md)*
-  - [medium.com/solo-io blog](https://medium.com/solo-io) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/solo-io: Istio the Easy Way (Again!)](https://medium.com/solo-io/istio-the-easy-way-again-b0504347b7ce) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com: Getting started with Istio](https://medium.com/swlh/getting-started-with-istio-524628c025) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [magalix.com: Getting Started With Istio: Overview And Installation](https://www.magalix.com/blog/getting-started-with-istio-overview-and-installation) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [magalix.com: Working with Istio: Track your services with Kiali](https://www.magalix.com/blog/working-with-istio-track-your-services-with-kiali) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [banzaicloud.com: Istio telemetry V2 (Mixerless) deep dive](https://banzaicloud.com/blog/istio-mixerless-telemetry) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com: How to Manage Microservices on Kubernetes With Istio](https://medium.com/better-programming/how-to-manage-microservices-on-kubernetes-with-istio-c25e97a60a59) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [banzaicloud.com: What's new in Istio 1.6, a quick walkthrough](https://banzaicloud.com/blog/istio-1.6) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [banzaicloud.com: Controlling egress traffic with Istio](https://banzaicloud.com/blog/istio-external-demo) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: Observability With Istio, Kiali, and Grafana in Kubernetes and Spring' Boot 🌟](https://medium.com/swlh/observability-with-istio-kiali-and-grafana-in-kubernetes-and-spring-boot-743af225c24f) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: Introduction to Istio Traffic Management. Traffic Routing with Istio' by Example 🌟](https://medium.com/swlh/introduction-to-istio-traffic-management-6b62c86f8cb4) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com: Increasing observability on Istio: The new Kiali health configuration](https://medium.com/kialiproject/increasing-observability-on-istio-the-new-kiali-health-configuration-3c91852c1bfe) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: Managing Microservices With Istio Service Mesh in Kubernetes](https://medium.com/avmconsulting-blog/managing-microservices-with-istio-service-mesh-in-kubernetes-36e1fda81757) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [giffgaff.io: Using Istio with Nginx ingress](https://www.giffgaff.io/tech/using-istio-with-nginx-ingress) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: Automated canary deployments with Flagger and Istio](https://medium.com/google-cloud/automated-canary-deployments-with-flagger-and-istio-ac747827f9d1) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [inder-devops.medium.com: On-premise to cloud migration mock drills using' Istio 🌟](https://inder-devops.medium.com/on-premise-to-cloud-migration-mock-drills-using-istio-ea89aee5ea38) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [baeldung.com: Service Mesh Architecture with Istio](https://www.baeldung.com/ops/istio-service-mesh) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [chrishaessig.medium.com: Multi cluster setup with istio](https://chrishaessig.medium.com/multi-cluster-setup-with-istio-c1c6437f4e8c) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@sumudu_liyan: How To Install Istio On Kubernetes Cluster](https://medium.com/@sumudu_liyan/how-to-install-istio-on-kubernetes-cluster-e831c12381b) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [engineering.mercari.com: Dynamic Service Routing using Istio](https://engineering.mercari.com/en/blog/entry/20220218-dynamic-service-routing-using-istio) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@nanditasahu031: Istio Service Mesh 🌟](https://medium.com/@nanditasahu031/istio-service-mesh-a11654f90ed9) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [blog.getambassador.io: Kubernetes Canary Testing and Release with Istio](https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=816ffb457b0d) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/globant: Istio JWT Authentication & Authorization at the edge](https://medium.com/globant/istio-jwt-authentication-authorization-at-the-edge-b35b612acd97) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/codex: Egress Traffic Control for Nginx Ingress Controller with' Istio Proxy Sidecar](https://medium.com/codex/egress-traffic-control-for-nginx-ingress-controller-with-istio-proxy-sidecar-ef8f19902b43) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/marionete: How to expose Kubernetes services to external traffic' using Istio Gateway](https://medium.com/marionete/how-to-expose-kubernetes-services-to-external-traffic-using-istio-gateway-1a1e6ebd8805) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [natarajsundar.medium.com: Istio service mesh, a start to finish tutorial' with Side Car architecture and an analysis + comparison of the Ambient mesh architecture](https://natarajsundar.medium.com/istio-service-mesh-a-start-to-finish-tutorial-with-side-car-architecture-and-an-analysis-d70a255ea41d) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [alexandrev.medium.com: How To Enable Sticky Session on Your Kubernetes Workloads' using Istio? 🌟](https://alexandrev.medium.com/how-to-enable-sticky-session-on-your-kubernetes-workloads-using-istio-e789014a6acd) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@wessel__: Istio with Authentik: securing your cluster and providing' authentication and authorization](https://medium.com/@wessel__/istio-with-authentik-securing-your-cluster-and-providing-authentication-and-authorization-b5e48b331920) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@hammadsaif061: Simplifying Microservices Management with Kubernetes' and Service Mesh](https://medium.com/@hammadsaif061/simplifying-microservices-management-with-kubernetes-and-service-mesh-de458ce566f1) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@lupass93: Zero Trust Architecture on Kubernetes with Istio Service' Mesh](https://medium.com/@lupass93/zero-trust-architecture-on-kubernetes-with-istio-service-mesh-eade6c5a3c53) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/hamburger-berater-team: Varnish Sharding with Istio in Kubernetes](https://medium.com/hamburger-berater-team/varnish-sharding-with-istio-in-kubernetes-402f313919aa) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com/@marc.guerrini: DIY β€” Istio β€” validate JWT](https://medium.com/@marc.guerrini/diy-istio-validate-jwt-1ffbd488b1f3) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: API Access Control using Istio Ingress Gateway](https://medium.com/@senthilrch/api-access-control-using-istio-ingress-gateway-44be659a087e) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: API Authentication using Istio Ingress Gateway, OAuth2-Proxy and' Keycloak](https://medium.com/codex/api-authentication-using-istio-ingress-gateway-oauth2-proxy-and-keycloak-a980c996c259) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium.com: kiali project](https://medium.com/kialiproject) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [faun.pub: A beginner’s guide to Jaeger](https://faun.pub/a-beginners-guide-to-jaeger-ed75ce5ed8f4) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [medium: Troubleshooting Envoy with Kiali](https://medium.com/kialiproject/troubleshooting-envoy-with-kiali-7f78a57b16ad) [COMMUNITY-TOOL] β€” *Go to [Section](./istio.md)*
-  - [levelup.gitconnected.com: Effects of Docker Image Size on AutoScaling w.r.t' Single and Multi-Node Kube Cluster](https://levelup.gitconnected.com/effects-of-docker-image-size-on-autoscaling-w-r-t-single-and-multi-node-kube-cluster-29c4f689cd99) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/airbnb-engineering: Dynamic Kubernetes Cluster Scaling at Airbnb](https://medium.com/airbnb-engineering/dynamic-kubernetes-cluster-scaling-at-airbnb-d79ae3afa132) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [chaitu-kopparthi.medium.com: Scaling Kubernetes workloads using custom Prometheus' metrics](https://chaitu-kopparthi.medium.com/scaling-kubernetes-workloads-using-custom-prometheus-metrics-1eb64b23919e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@niklas.uhrberg: Auto scaling in Kubernetes using Kafka and application' metrics β€” part 1](https://medium.com/@niklas.uhrberg/auto-scaling-in-kubernetes-using-kafka-and-application-metrics-part-1-a509256b64ff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [openai.com: Scaling Kubernetes to 7,500 Nodes](https://openai.com/blog/scaling-kubernetes-to-7500-nodes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/mindboard: What is Autoscaling in Kubernetes?](https://medium.com/mindboard/what-is-autoscaling-in-kubernetes-109c7b5d321) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [gitconnected.com: Kubernetes Autoscaling 101: Cluster Autoscaler, Horizontal' Pod Autoscaler, and Vertical Pod Autoscaler](https://levelup.gitconnected.com/kubernetes-autoscaling-101-cluster-autoscaler-horizontal-pod-autoscaler-and-vertical-pod-2a441d9ad231) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [packet.com: Kubernetes Cluster Autoscaler](https://www.packet.com/resources/guides/kubernetes-cluster-autoscaler-on-packet) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [cloud.ibm.com: Containers Troubleshoot Cluster Autoscaler](https://cloud.ibm.com/docs/containers?topic=containers-troubleshoot_cluster_autoscaler) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [banzaicloud.com: Autoscaling Kubernetes clusters](https://banzaicloud.com/blog/k8s-cluster-autoscaler) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [tech.deliveryhero.com: Dynamically overscaling a Kubernetes cluster with' cluster-autoscaler and Pod Priority](https://tech.deliveryhero.com/dynamically-overscaling-a-kubernetes-cluster-with-cluster-autoscaler-and-pod-priority) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium: Build Kubernetes Autoscaling for Cluster Nodes and Application Pods' 🌟](https://medium.com/better-programming/build-kubernetes-autoscaling-for-cluster-nodes-and-application-pods-bb7f2d716b07) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [Auto-Scaling Your Kubernetes Workloads (K8s) 🌟](https://medium.com/faun/autoscaling-in-kubernetes-cluster-bc55b8393a19) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium: Cluster Autoscaler in Kubernetes](https://medium.com/avmconsulting-blog/cluster-autoscaler-type-in-kubernetes-part2-f2ae432eefbb) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [kubedex.com: autoscaling 🌟](https://kubedex.com/autoscaling) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [chrisedrego.medium.com: Kubernetes AutoScaling Series: Cluster AutoScaler' 🌟](https://chrisedrego.medium.com/kubernetes-autoscaling-series-cluster-autoscaler-5d60c10c3dc1) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [Kubernetes autoscaling with Istio metrics 🌟](https://medium.com/google-cloud/kubernetes-autoscaling-with-istio-metrics-76442253a45a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium: 1/3 Autoscaling in Kubernetes: A Primer on Autoscaling](https://medium.com/expedia-group-tech/autoscaling-in-kubernetes-a-primer-on-autoscaling-7b8f0f95a928) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [superawesome.com: Scaling pods with HPA using custom metrics. How we scale' our kid-safe technology using Kubernetes 🌟](https://www.superawesome.com/blog/how-we-scale-our-kid-safe-technology-using-auto-scaling-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [czakozoltan08.medium.com: Stupid Simple Scalability](https://czakozoltan08.medium.com/stupid-simple-scalability-dc4a7fbe67d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [cloudnatively.com: Understanding Horizontal Pod Autoscaling](https://www.cloudnatively.com/kubernetes-hpa-explanation) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [awstip.com: Kubernetes HPA](https://awstip.com/kubernetes-hpa-8b7cf54f115) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@CloudifyOps: Setting up a Horizontal Pod Autoscaler for Kubernetes' cluster](https://medium.com/@CloudifyOps/setting-up-a-horizontal-pod-autoscaler-for-kubernetes-cluster-a7d3cf3be7) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [betterprogramming.pub: Advanced Features of Kubernetes’ Horizontal Pod Autoscaler](https://betterprogramming.pub/advanced-features-of-kubernetes-horizontal-pod-autoscaler-536ebd7893ad) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@kewynakshlley: Performance evaluation of the autoscaling strategies' vertical and horizontal using Kubernetes](https://medium.com/@kewynakshlley/performance-evaluation-of-the-autoscaling-strategies-vertical-and-horizontal-using-kubernetes-42d9a1663e6b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [faun.pub: Scaling Your Application Using Kubernetes - Harness | Pavan Belagatti](https://faun.pub/scaling-your-application-using-kubernetes-9ad0d6bcf0d6) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [dnastacio.medium.com: Infinite scaling with containers and Kubernetes](https://dnastacio.medium.com/kubernetes-resources-1a1fa1e72dcf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@badawekoo: Scaling in Kubernetes _What, Why and How?](https://medium.com/@badawekoo/scaling-in-kubernetes-what-why-and-how-d120e99be071) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [pauldally.medium.com: HorizontalPodAutoscaler uses request (not limit) to' determine when to scale by percent](https://pauldally.medium.com/horizontalpodautoscaler-uses-request-not-limit-to-determine-when-to-scale-97643d808997) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [waswani.medium.com: Autoscaling Pods in Kubernetes](https://waswani.medium.com/autoscaling-pods-in-kubernetes-37d05000c41) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [mckornfield.medium.com: Working with HPAs in Kubernetes](https://mckornfield.medium.com/working-with-hpas-in-kubernetes-ced39263b596) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [faun.pub: Intelligently estimating your Kubernetes resource needs!](https://faun.pub/intelligently-estimating-your-kubernetes-resource-needs-c12a75ea3138) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@adityadhopade18: Mastering K8s Event Driven AutoScaling](https://medium.com/@adityadhopade18/mastering-k8s-event-driven-autoscaling-cd1b9df78903) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [dzone: Scale to Zero With Kubernetes with KEDA and/or Knative](https://dzone.com/articles/scale-to-zero-with-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/backstagewitharchitects: How Autoscaling Works in Kubernetes?' Why You Need To Start Using KEDA?](https://medium.com/backstagewitharchitects/how-autoscaling-works-in-kubernetes-why-you-need-to-start-using-keda-b601b483d355) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [blog.cloudacode.com: How to Autoscale Kubernetes pods based on ingress request' β€” Prometheus, KEDA, and K6](https://blog.cloudacode.com/how-to-autoscale-kubernetes-pods-based-on-ingress-request-prometheus-keda-and-k6-84ae4250a9f3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@toonvandeuren: Kubernetes Scaling: The Event Driven Approach' - KEDA](https://medium.com/@toonvandeuren/kubernetes-scaling-the-event-driven-approach-bdd58ded4e3f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [Dzone: Autoscaling Your Kubernetes Microservice with KEDA](https://dzone.com/articles/autoscaling-your-kubernetes-microservice-with-keda) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [faun.pub: Scaling an app in Kubernetes with KEDA (no Prometheus is needed)](https://faun.pub/keda-ec9fc7c8dd81) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@casperrubaek: Why KEDA is a game-changer for scaling in Kubernetes](https://medium.com/@casperrubaek/why-keda-is-a-game-changer-for-scaling-in-kubernetes-4ebf34cb4b61) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [levelup.gitconnected.com: Scale your Apps using KEDA in Kubernetes](https://levelup.gitconnected.com/scale-your-apps-using-keda-in-kubernetes-a1f2142ecc20) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [blog.devops.dev: KEDA: Autoscaling Kubernetes apps using Prometheus](https://blog.devops.dev/keda-autoscaling-kubernetes-apps-using-prometheus-da037fe572cf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [purushothamkdr453.medium.com: Event driven autoscaling in kubernetes using' KEDA](https://purushothamkdr453.medium.com/event-driven-autoscaling-in-kubernetes-using-keda-a0c16a383619) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@rtaplamaci: Horizontal Scaling on Kubernetes Clusters Based' on AWS CloudWatch Metrics with KEDA](https://medium.com/@rtaplamaci/horizontal-scaling-on-kubernetes-clusters-based-on-aws-cloudwatch-metrics-with-keda-7c9e0e3ba5f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/@hirushanonline: Dynamic Scaling with Kubernetes Event-driven' Autoscaling (KEDA)](https://medium.com/@hirushanonline/dynamic-scaling-with-kubernetes-event-driven-autoscaling-keda-caaa15096e1c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [medium.com/teamsnap-engineering: Load Testing a Service with ~20,000 Requests' per Second with Locust, Helm, and Kustomize](https://medium.com/teamsnap-engineering/load-testing-a-service-with-20-000-requests-per-second-with-locust-helm-and-kustomize-ea9bea02ae28) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - [nakamasato.medium.com: Comparison between Helm and Kustomize for Kubernetes' yaml management](https://nakamasato.medium.com/comparison-between-helm-and-kustomize-for-kubernetes-yaml-management-aed32cef2627) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [pauldally.medium.com: Kustomize Best Practices (Part 1)](https://pauldally.medium.com/kustomize-best-practices-part-1-86f9f22d2f20) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [pauldally.medium.com: Kustomize Best Practices (Part 2)](https://pauldally.medium.com/kustomize-best-practices-part-2-c560f1fa1409) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [notmattlucas.com: Kubernetes Configuration with Kustomize](https://notmattlucas.com/kubernetes-configuration-with-kustomize-f4dbba250f3) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [medium.com/@nanditasahu031: How to Start with Kustomize β€” it’s Features](https://medium.com/@nanditasahu031/how-to-start-with-kustomize-its-features-dd541c3d2fa8) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [nicolasbarlatier.hashnode.dev: Introduction Kubernetes and Kustomize: How' to easily customize any resource configuration with Kustomize?](https://nicolasbarlatier.hashnode.dev/introduction-kubernetes-and-kustomize-how-to-easily-customize-any-resource-configuration-with-kustomize) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [pauldally.medium.com: Kustomize Best Practices (part 3)](https://pauldally.medium.com/kustomize-best-practices-part-3-1dbaa15fd16a) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [levelup.gitconnected.com: Helm vs. Kustomize: Navigating Kubernetes Configuration' Complexity](https://levelup.gitconnected.com/helm-vs-kustomize-navigating-kubernetes-configuration-complexity-ae86596c3cf2) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [blog.devgenius.io: Kustomize β€” K8 manifest patching](https://blog.devgenius.io/kustomize-simple-manifest-manipulation-9330f7f40d5d) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [faun.pub: How to build a GitOps workflow with ArgoCD, Kustomize and GitHub' Actions](https://faun.pub/how-to-build-a-gitops-workflow-with-argocd-kustomize-and-github-actions-f919e7443295) [COMMUNITY-TOOL] β€” *Go to [Section](./kustomize.md)*
-  - [reuters.com: IBM to break up 109-year old company to focus on cloud growth' 🌟](https://www.reuters.com/article/us-ibm-divestiture/ibm-to-break-up-109-year-old-company-to-focus-on-cloud-growth-idUSKBN26T1TZ) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [WebSphere Liberty](https://developer.ibm.com/wasdev) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [Download WAS Liberty](https://developer.ibm.com/wasdev/downloads) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [OpenShift Container Platform 4.2. Installing on IBM Z (html)](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/installing_on_ibm_z) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [OpenShift Container Platform 4.2. Installing on IBM Z (pdf)](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/pdf/installing_on_ibm_z) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [medium.com/search?q=cp4mcm](https://medium.com/search?q=cp4mcm) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [medium: tagged/cp4mcm](https://medium.com/ibm-cloud-paks-help-and-guidance-from-ibm-cloud/tagged/cp4mcm) [COMMUNITY-TOOL] β€” *Go to [Section](./ibm_cloud.md)*
-  - [dzone: PostgreSQL HA and Kubernetes](https://dzone.com/articles/postgresql-ha-and-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - [ref1](https://docs.openshift.com/container-platform/4.1/authentication/using-service-accounts-in-applications.html) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - [ref1](https://docs.openshift.com/container-platform/3.6/admin_guide/manage_scc.html) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - [ref1](https://access.crunchydata.com/documentation/postgres-operator/latest/operatorcli/pgo-overview) [COMMUNITY-TOOL] β€” *Go to [Section](./crunchydata.md)*
-  - [Continuous GitOps, the way to do DevOps in Kubernetes](https://medium.com/@imarunrk/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [opensource.substack.com: All You Need To Know About GitOps](https://opensource.substack.com/p/all-you-need-to-know-about-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium: GitOps: Build infrastructure resilient applications 🌟](https://medium.com/@franoisdagostini/gitops-build-infrastructure-resilient-applications-95bbc939046d) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium: GitOps : The Next Big Thing for DevOps and Automation!](https://medium.com/searce/gitops-the-next-big-thing-for-devops-and-automation-2a9597e51559) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [samiyaakhtar.medium.com: GitOps Observability β€” Visualizing the journey' of a container](https://samiyaakhtar.medium.com/gitops-observability-visualizing-the-journey-of-a-container-5f6ef1f3c9d2) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [kumomind.medium.com: Should I consider the GitOps methodology?](https://kumomind.medium.com/should-i-consider-the-gitops-methodology-f49e042b8c22) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [devsecops.co.in: GitOps Guide – What, Why and How? 🌟](https://devsecops.co.in/2021/05/13/gitops-guide-what-why-and-how) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [en.sokube.ch: GitOps and the Millefeuille dilemma 🌟](https://en.sokube.ch/post/gitops-and-the-millefeuille-dilemma-1) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [devopslearners.com: What is GitOps?](https://devopslearners.com/what-is-gitops-168aac9a2ee) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [magalix.com: GitOps 101: What’s It All About?](https://www.magalix.com/blog/what-is-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [betterprogramming.pub: How GitOps Can Help Prevent Security Misconfigurations](https://betterprogramming.pub/how-gitops-can-help-prevent-security-misconfigurations-8b506dcd89e1) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium: Stop Using Branches for Deploying to Different GitOps Environments' | ostis Kapelonis](https://medium.com/containers-101/stop-using-branches-for-deploying-to-different-gitops-environments-7111d0632402) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/@buraktahtacioglu: GitOps Fundamentals β€” CNCF Roadmap](https://medium.com/@buraktahtacioglu/gitops-fundamentals-cncf-roadmap-fa686dbced9d) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [Dzone: 3 Steps to Developing a Successful GitOps Model](https://dzone.com/articles/3-steps-to-developing-a-successful-gitops-model) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/codex: Points to Consider for Structuring Infrastructure as Code' Repositories](https://medium.com/codex/points-to-consider-for-structuring-infrastructure-as-code-repositories-886ff58404b8) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/jumia-tech: Immutable Infrastructure & GitOps 🌟](https://medium.com/jumia-tech/immutable-infrastructure-gitops-18d644f9c7cb) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/@alamdar.hussain0007: GitOps with Kubernetes](https://medium.com/@alamdar.hussain0007/gitops-with-kubernetes-f0912b644925) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [dzone: The Essentials of GitOps 🌟](https://dzone.com/refcardz/the-essentials-of-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.devops.dev: GitOps β€” Fundamentals Part 0](https://blog.devops.dev/gitops-fundamentals-part-0-a8e63f8f9ce8) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [msrishty.medium.com: Traditional CI-CD vs gitops 🌟](https://msrishty.medium.com/traditional-ci-cd-vs-gitops-e835728642fb) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.developersteve.com: GitOps for Kubernetes Canary Deployments](https://blog.developersteve.com/gitops-for-kubernetes-canary-deployments-4aeab4043727) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/containers-101: Using GitOps for Databases](https://medium.com/containers-101/using-gitops-for-databases-f09a027184bb) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/@ahmed.fathy.elayaat: What is GitOps?](https://medium.com/@ahmed.fathy.elayaat/gitops-fc27ef5a7836) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [GitOps for Kubernetes with Jenkins](https://medium.com/stakater/gitops-for-kubernetes-with-jenkins-7db6304216e0) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [GitOps with Jenkins and Kubernetes](https://medium.com/@abhishekbhardwaj510/gitops-with-jenkins-and-kubernetes-c20425244c73) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [How to Create a GitOps Workflow with Terraform and Jenkins](https://www.hashicorp.com/resources/how-create-gitops-workflow-terraform-jenkins) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [portworx.com: Automating Kubernetes Data Management with GitOps & AutoPilot](https://portworx.com/automating-kubernetes-data-management-with-gitops-autopilot) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [hashicorp.com: Using Waypoint Runners To Enable GitOps Workflows](https://www.hashicorp.com/blog/using-waypoint-runners-to-enable-gitops-workflows) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium.com/bumble-tech: GitOps for multi-cluster K8s environments 🌟](https://medium.com/bumble-tech/gitops-for-multi-cluster-k8s-environments-d305431ba6d6) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.openshift.com: Introduction to GitOps with OpenShift](https://blog.openshift.comintroduction-to-gitops-with-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [learn.openshift.com: GitOps introduction](https://learn.openshift.com/introduction/gitops-introduction) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.openshift.com: is it too late to integrate GitOps?](https://blog.openshift.comis-it-too-late-to-integrate-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.openshift.com: OpenShift Authentication Integration with ArgoCD](https://blogopenshift.com/openshift-authentication-integration-with-argocd) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [medium: GitOps with Istio, Tekton and Argo CD β€” on OpenShift 4](https://medium.com/@joelkaplan1/gitops-with-istio-tekton-and-argo-cd-on-openshift-4-5e42d22994e3) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [info.acloud.guru: Adopting GitOps for Kubernetes on AWS](https://info.acloud.guru/resources/deploying-kubernetes-with-gitops) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [betterprogramming.pub: Applying DevOps to API Development for APIOps](https://betterprogramming.pub/applying-devops-to-api-development-for-apiops-21e2e605333e) [COMMUNITY-TOOL] β€” *Go to [Section](./gitops.md)*
-  - [blog.kubecost.com: Kubernetes kOps: Step-By-Step Example & Alternatives](https://blog.kubecost.com/blog/kubernetes-kops) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [imsundeep8.medium.com: Deploy Production-grade Kubernetes Cluster using' kOps on Amazon Cloud (AWS)](https://imsundeep8.medium.com/deploy-production-grade-kubernetes-cluster-using-kops-on-amazon-cloud-aws-abc79f46aa32) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium.com: **Demystifying High Availability in Kubernetes Using Kubeadm**](https://medium.com/velotio-perspectives/demystifying-high-availability-in-kubernetes-using-kubeadm-3d83ed8c458b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [blog.tobias-huebner.org: Low-budget self-hosted Kubernetes 🌟](https://blog.tobias-huebner.org/low-budget-kubernetes-self-hosted-series) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium.com/@ZiXianZeroX: Setting Up an On-premise Kubernetes Cluster from' Scratch](https://medium.com/@ZiXianZeroX/setting-up-an-on-premise-kubernetes-cluster-from-scratch-8e3a6b415387) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [faun.pub: Configuring HA Kubernetes cluster on bare metal servers with kubeadm.' 1/3](https://faun.pub/configuring-ha-kubernetes-cluster-on-bare-metal-servers-with-kubeadm-1-2-1e79f0f7857b) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [blog.learncodeonline.in: Kubernetes Cluster Deployment on CentOS Linux](https://blog.learncodeonline.in/kubernetes-cluster-deployment-on-centos-linux) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium.com/@benjaminacar.private: A Comprehensive Guide to Setup a New K8s' Cluster](https://medium.com/@benjaminacar.private/a-comprehensive-guide-to-setup-a-new-k8s-cluster-4b88e6f021bc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [itwonderlab.com: Kubernetes Cluster using Vagrant and Ansible with Containerd' (in 3 minutes) 🌟](https://www.itwonderlab.com/en/ansible-kubernetes-vagrant-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [napo.io: Terraform Kubernetes Multi-Cloud (ACK, AKS, DOK, EKS, GKE, OKE)](https://napo.io/posts/terraform-kubernetes-multi-cloud-ack-aks-dok-eks-gke-oke) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: Upgrading Kubernetes The Hard Way](https://medium.com/nordcloud-engineering/upgrading-kubernetes-the-hard-way-ac533cfb4ff2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: Kubernetes the hard way on Docker](https://medium.com/@brightzheng100/kubernetes-the-hard-way-on-docker-f512bae734af) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium.com/@norlin.t: Kubernetes the hard (illumos) way](https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-c4b45a080bac) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium.com/@norlin.t: Kubernetes the hard (illumos) way, last part](https://medium.com/@norlin.t/kubernetes-the-hard-illumos-way-last-part-c68ca71bc2ce) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: ClusterOps: 1-Line Commit to Upgrade Your Kubernetes Clusters 🌟](https://medium.com/swlh/clusterops-1-line-commit-to-upgrade-your-kubernetes-clusters-de3548124d04) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [cncf.io webinar: Deploying Kubernetes to bare metal using cluster API](https://www.cncf.io/webinars/deploying-kubernetes-to-bare-metal-using-cluster-api) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [cncf.io: Kubernetes Cluster API reaches production readiness with version' 1.0](https://www.cncf.io/blog/2021/10/06/kubernetes-cluster-api-reaches-production-readiness-with-version-1-0) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [cloudsavvyit.com: How to run your own kubernetes cluster with Microk8s](https://www.cloudsavvyit.com/13024/how-to-run-your-own-kubernetes-cluster-with-microk8s) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [kubedex.com: Kubernetes Operating Systems 🌟](https://kubedex.com/kubernetes-operating-systems) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [baeldung.com: Lightweight Kubernetes Distributions](https://www.baeldung.com/ops/kubernetes-lightweight-distributions) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [wecloudpro.com: VMware Tanzu Community Edition 🌟](https://www.wecloudpro.com/2021/11/13/Tanzu-Community-Edition.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: K0s Supports Kubernetes 1.22](https://medium.com/k0sproject/k0s-supports-kubernetes-1-22-a498e41bf5af) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: k0s Ready for Production](https://medium.com/k0sproject/k0s-ready-for-production-20255c4b0791) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [medium: k0s Optimizes Start Time, Adds Cluster Level Backup/Restore and' More](https://medium.com/k0sproject/k0s-optimizes-start-time-adds-cluster-level-backup-restore-and-more-8ffef894a1ae) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - [Container-native virtualization allows to run and manage virtual machine workloads alongside container workloads](https://access.redhat.com/documentation/en-us/openshift_container_platform/4.2/html/container-native_virtualization/container-native-virtualization-2-1-release-notes) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [How to Run HA Elasticsearch (ELK) on Red Hat OpenShift](https://portworx.com/run-ha-elasticsearch-elk-red-hat-openshift) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [developers.redhat.com: Installing debugging tools into a Red Hat OpenShift' container with **oc-inject**](https://developers.redhat.com/blog/2020/01/15installing-debugging-tools-into-a-red-hat-openshift-container-with-oc-inject) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [Quotas setting per project](https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-per-project.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [Quotas setting across multiple projects](https://docs.openshift.com/container-platform/4.2/applications/quotas/quotas-setting-across-multiple-projects.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [Source-to-Image (S2I) Build](https://docs.openshift.com/container-platform/3.11/architecture/core_concepts/builds_and_image_streams.html) [COMMUNITY-TOOL] β€” *Go to [Section](./ocp3.md)*
-  - [Wikipedia: Spring Roo](https://en.wikipedia.org/wiki/Spring_Roo) [COMMUNITY-TOOL] β€” *Go to [Section](./scaffolding.md)*
-  - [Atomist](https://go.atomist.com) [COMMUNITY-TOOL] β€” *Go to [Section](./scaffolding.md)*
-  - [medium: Automate policies enforcement with Policy-as-Code 🌟](https://medium.com/airwalk/automate-policies-enforcement-with-policy-as-code-2f20aac9e2b0) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [magalix.com: Integrating Open Policy Agent (OPA) With Kubernetes 🌟](https://www.magalix.com/blog/integrating-open-policy-agent-opa-with-kubernetes-a-deep-dive-tutorial) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Integrating Identity: OAUTH2 and OPENID CONNECT in Open' Policy Agent](https://blog.styra.com/blog/integrating-identity-oauth2-and-openid-connect-in-open-policy-agent) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Rego Unit Testing](https://blog.styra.com/blog/rego-unit-testing) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Dynamic Policy Composition for OPA](https://blog.styra.com/blog/dynamic-policy-composition-for-opa) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: 5 OPA Deployment Performance Models for Microservices](https://blog.styra.com/blog/5-opa-deployment-performance-models-for-microservices) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Open Policy Agent: The Top 5 Kubernetes Admission Control' Policies](https://blog.styra.com/blog/open-policy-agent-the-top-5-kubernetes-admission-control-policies) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [siegert-maximilian.medium.com: Ensure Content Trust on Kubernetes using' Notary and Open Policy Agent](https://siegert-maximilian.medium.com/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Policy-based infrastructure guardrails with Terraform and' OPA 🌟](https://blog.styra.com/blog/policy-based-infrastructure-guardrails-with-terraform-and-opa) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium: Automated Manifest File Validation Using Open Policy Agent and GitHub' Actions | Ravindu Sandeepa Rathugama](https://medium.com/@ravindursr/automated-manifest-file-validation-using-open-policy-agent-and-github-actions-697fa9fd74f0) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [inspektor.cloud: Evaluating open policy agent in rust using wasm](https://inspektor.cloud/blog/evaluating-open-policy-agent-in-rust-using-wasm) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium.com/4th-coffee: What is Policy-as-Code? An Introduction to Open Policy' Agent](https://medium.com/4th-coffee/what-is-policy-as-code-an-introduction-to-open-policy-agent-6098463f8461) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [banzaicloud.com: Istio and Kubernetes ft. OPA policies](https://banzaicloud.com/blog/istio-opa) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium: Ensure Content Trust on Kubernetes using Notary and Open Policy' Agent](https://medium.com/@siegert.maximilian/ensure-content-trust-on-kubernetes-using-notary-and-open-policy-agent-485ab3a9423c) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium: Deploying Open Policy Agent (OPA) on a GKE cluster β€” Step by Step](https://medium.com/linkbynet/deploying-opa-on-a-gke-cluster-da4d3d77812c) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [blog.styra.com: Using OPA with GitOps to speed Cloud-Native development](https://blog.styra.com/blog/using-opa-with-gitops-to-speed-cloud-native-development) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium.com/gitguardian: What is Policy-as-Code? An Introduction to Open' Policy Agent](https://medium.com/gitguardian/what-is-policy-as-code-an-introduction-to-open-policy-agent-dba1400bb030) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [hashicorp.com: Securing Infrastructure In Application Pipelines](https://www.hashicorp.com/resources/securing-infrastructure-in-application-pipelines) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [venturebeat.com: How Nirmata plans to β€˜conquer Kubernetes complexity’ with' open source Kyverno](https://venturebeat.com/2021/08/10/how-nirmata-plans-to-conquer-kubernetes-complexity-with-open-source-kyverno) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [movi.hashnode.dev: Simplify Kubernetes Cluster Management with Kyverno](https://movi.hashnode.dev/simplify-kubernetes-cluster-management-with-kyverno-ckt6yxjqy0duy95s14groe7h4) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [arun-sisodiya.medium.com: Kyvernoβ€Šβ€”β€ŠA Kubernetes native policy manager (Policy' as Code)](https://arun-sisodiya.medium.com/kyverno-a-policy-manager-for-kubernetes-286f6e082062) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium.com/compass-true-north: Governing Multi-Tenant Kubernetes Clusters' with Kyverno](https://medium.com/compass-true-north/governing-multi-tenant-kubernetes-clusters-with-kyverno-3e11ba4a64ad) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium.com/@haseebshaukat2: Kyverno β€” Policy Engine for Kubernetes | Muhammad' Haseeb Shaukat](https://medium.com/@haseebshaukat2/kyverno-policy-engine-for-kubernetes-b49f3fac43b9) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [medium.com/@glen.yu: Why I prefer Kyverno over Gatekeeper for native Kubernetes' policy management](https://medium.com/@glen.yu/why-i-prefer-kyverno-over-gatekeeper-for-native-kubernetes-policy-management-35a05bb94964) [COMMUNITY-TOOL] β€” *Go to [Section](./securityascode.md)*
-  - [dani-izquierdo95.medium.com: Batch processing using Cron Jobs. MySQL automated' backup on Openshift/K8s](https://dani-izquierdo95.medium.com/mysql-automated-backup-on-openshift-k8s-3690280d304f) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [blog.kasten.io: 10 Key Takeaways from Kubernetes Backup & Recovery For Dummies](https://blog.kasten.io/10-key-takeaways-from-kubernetes-backup-recovery-for-dummies) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [medium.com/@amitabhprasad: Kubernetes volume backup for disaster recovery](https://medium.com/@amitabhprasad/kubernetes-volume-backup-for-disaster-recovery-56a5facee7fe) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [medium: Leveraging operator pattern and VolumeSnapshots to backup databases' in Kubernetes](https://medium.com/blablacar/leveraging-operator-pattern-and-volumesnapshots-to-backup-databases-in-kubernetes-3a28aa425100) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [blog.kasten.io: Extending Kubernetes Application Backup and Mobility to' the Edge with Kasten K10 V4.5](https://blog.kasten.io/posts/extending-kubernetes-application-backup-and-mobility-to-the-edge-with-kasten-k10-v4.5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [faun.pub: Kasten K10 on KubeSphere to Ensure Kubernetes Backup and Restore](https://faun.pub/kasten-k10-on-kubesphere-to-ensure-kubernetes-backup-and-restore-1bc59a0b91aa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [wecloudpro.com: Kubernetes Disaster Recovery with Velero 🌟](https://www.wecloudpro.com/2020/08/22/kubernetes-disaster-recovery-with-velero.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [medium.com/@firat.yasar: Backup & Restore Kubernetes resources with VELERO](https://medium.com/@firat.yasar/backup-restore-kubernetes-resources-with-velero-b7fee14e7664) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [skildops.medium.com: Backup an entire Kubernetes cluster using Velero to' AWS S3](https://skildops.medium.com/backup-an-entire-kubernetes-cluster-using-velero-to-aws-s3-73d76d51d4bc) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [blog.devgenius.io: Backup, Restore and Migrate Kubernetes Cluster resources' using Velero](https://blog.devgenius.io/backup-restore-and-migrate-kubernetes-cluster-resources-using-velero-a9b6997e4b54) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [PX-Backup](https://portworx.com/products/px-backup) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [engineering.konveyor.io: Konveyor Engineering Knowledgebase](https://engineering.konveyor.io) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - [enlear.academy: How To Build a Scalable Email Notification Service Using' AWS](https://enlear.academy/how-to-build-a-scalable-email-service-using-aws-d404b347a7fb) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-messaging.md)*
-  - [faun.pub: Implementing Event Driven Architecture With AWS EventBridge β€”' Event-Driven Messaging Pattern](https://faun.pub/implementing-event-driven-architecture-with-aws-eventbridge-event-driven-messaging-pattern-9d29262bfade) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-messaging.md)*
-  - [Dzone refcard: Using Repository Managers](https://dzone.com/refcardz/binary-repository-management) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [docs.openshift.com: Integrated OpenShift Container Platform registry](https://docs.openshift.com/container-platform/4.8/registry/architecture-component-imageregistry.html) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [Dzone: Getting started with Nexus](https://dzone.com/articles/getting-started-nexus-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [stackoverflow: run nexus3 with docker in a kubernetes cluster](https://stackoverflow.com/questions/42766349/run-nexus-3-with-docker-in-a-kubernetes-cluster) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [sonatype: how to delete docker images from Nexus Repository Manager](https://support.sonatype.com/hc/en-us/articles/360009696054-How-to-delete-docker-images-from-Nexus-Repository-Manager) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [support.sonatype.com: Using self signed certificates with Nexus Repository' Manager and Docker Daemon](https://support.sonatype.com/hc/en-us/articles/217542177-Using-Self-Signed-Certificates-with-Nexus-Repository-Manager-and-Docker-Daemon) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [support.sonatype.com: SSL Certificate Guide](https://support.sonatype.com/hc/en-us/articles/213465768-SSL-Certificate-Guide) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [Jenkins: Publish Maven Artifacts to Nexus OSS Using Pipelines or Maven Jobs' 🌟](https://dzone.com/articles/jenkins-publish-maven-artifacts-to-nexus-oss-using) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [blog.mimacom.com/automate-nexus](https://blog.mimacom.com/automate-nexus) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [freesoft.dev: Ansible Role: Harbor API Codifying](https://freesoft.dev/program/126957220) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [medium.com/swlh: Deploy Your Private Docker Registry as a Pod in Kubernetes](https://medium.com/swlh/deploy-your-private-docker-registry-as-a-pod-in-kubernetes-f6a489bf0180) [COMMUNITY-TOOL] β€” *Go to [Section](./registries.md)*
-  - [medium.com/adidoescode: Chaos Engineering: How simulating adversity can' help build eCommerce Resilience](https://medium.com/adidoescode/chaos-engineering-how-simulating-adversity-can-help-build-ecommerce-resilience-4a799c8912dc) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [faun.pub: What is Chaos Engineering?](https://faun.pub/what-is-chaos-engineering-a89b64db9af0) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [reddit: Help with Kube Monkey setup](https://www.reddit.com/r/openshift/comments/e1j5qzrbac_for_container_access_to_destroy_other) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [GitHub: monkey-ops, Openshift compliant, no cluster-admin required](https://github.comjoshmsmith/monkey-ops) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [medium.com: Getting Started with Chaos Engineering](https://1829034.medium.com/getting-started-with-chaos-engineering-13e85a438d37) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [medium.com/better-practices: Learn how your Kubernetes clusters respond' to failure using Gremlin and Grafana](https://medium.com/better-practices/chaos-d3ef238ec328) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [awstip.com: Kubernetes Chaos Monkey: A Scheduled Random Pod Deletion Python' Script for Testing Cluster Resilience](https://awstip.com/kubernetes-chaos-monkey-a-scheduled-random-pod-deletion-python-script-for-testing-cluster-6eac429554b2) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [medium.com/@alex.ivenin: Chaos engineering in kubernetes](https://medium.com/@alex.ivenin/chaos-engineering-in-kubernetes-4de425132ba1) [COMMUNITY-TOOL] β€” *Go to [Section](./chaos-engineering.md)*
-  - [medium.com/bb-tutorials-and-thoughts: How To Deploy and Run Python APIs' on AWS App Runner With CloudFormation](https://medium.com/bb-tutorials-and-thoughts/how-to-deploy-and-run-python-apis-on-aws-app-runner-with-cloudformation-cf9c6fd14cf6) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-iac.md)*
-  - [Udemy - AWS: How to Architect with a Design for Failure Approach](https://www.udemy.com/how-to-architect-with-a-design-for-failure-approach) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - [medium: AWS Backup Service for Amazon RDS](https://medium.com/avmconsulting-blog/aws-backup-service-for-amazon-rds-3e6f5827aa66) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-backup.md)*
-  - [Partitioning MySQL on RDS: "How We Partitioned Airbnb’s Main Database in' Two Weeks](https://medium.com/airbnb-engineering/how-we-partitioned-airbnb-s-main-database-in-two-weeks-55f7e006ff21) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Amazon RDS for SQL Server – Support for Windows Authentication](https://aws.amazon.com/blogs/aws/amazon-rds-for-sql-server-support-for-windows-authentication) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [besanttechnologies.com: AWS – Relational Database Service](https://www.besanttechnologies.com/amazon-web-services-relational-database) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [sysadminxpert.com: How to Enable Slow Query Logs in AWS RDS MySQL](https://sysadminxpert.com/how-to-enable-slow-query-logs-in-aws-rds-mysql) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Oracle Database on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/10/oracle-database-on-the-aws-cloud-quick-start-reference-deployment) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [New – Create Microsoft SQL Server Instances of Amazon RDS on AWS Outposts](https://aws.amazon.com/blogs/aws/new-create-microsoft-sql-server-instances-of-amazon-rds-on-aws-outposts) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [migops.com: Is Aurora PostgreSQL really faster and cheaper than RDS PostgreSQL' – Benchmarking](https://www.migops.com/blog/2021/11/26/is-aurora-postgresql-really-faster-and-cheaper-than-rds-postgresql-benchmarking) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Securely connect to an Amazon RDS or Amazon EC2 database instance remotely with your preferred GUI](https://aws.amazon.com/blogs/database/securely-connect-to-an-amazon-rds-or-amazon-ec2-database-instance-remotely-with-your-preferred-gui) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [thenewstack.io: Diving into AWS Databases: Amazon RDS and DynamoDB Explained](https://thenewstack.io/diving-into-aws-databases-amazon-rds-and-dynamodb-explained) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [Amazon RDS for PostgreSQL Enhancements: Support for new minor versions,' Logical Replication, and Amazon RDS PostgreSQL as a source for AWS DMS](https://aws.amazon.com/about-aws/whats-new/2016/09/amazon-rds-for-postgresql-enhancements-support-for-new-minor-versions-logical-replication-and-amazon-rds-postgresql-as-a-source-for-aws-dms) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [itnext.io: Manage Redis on AWS from Kubernetes](https://itnext.io/manage-redis-on-aws-from-kubernetes-eeadba7eb889) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-databases.md)*
-  - [wikipedia: Jakarta EE](https://en.wikipedia.org/wiki/Jakarta_EE) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [Wikipedia: Payara Server](https://en.wikipedia.org/wiki/Payara_Server) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [Dzone: Getting Started With Java EE 8, Payara 5 and Eclipse Oxygen](https://dzone.com/articles/getting-started-with-java-ee-8-payara-5-and-eclips) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [Red Hat JBoss Enterprise Application Platform (JBoss EAP)](https://developers.redhat.com/products/eap/overview) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [Dzone: Jakarta EE & Wildfly Running on Kubernetes](https://dzone.com/articles/jakarta-ee-amp-wildfly-running-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./java_app_servers.md)*
-  - [Servicenow](https://www.servicenow.com) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - [Best Project Management Software of 2020](https://neilpatel.com/blog/best-project-management-software) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - [techrepublic.com: Kanboard: A simple to deploy, easy to use Kanban board' for project management](https://www.techrepublic.com/article/kanboard-a-simple-to-deploy-easy-to-use-kanban-board-for-project-management) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-tools.md)*
-  - [wikipedia](https://en.wikipedia.org/wiki/Evolutionary_database_design) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [dzone: Introduction to Liquibase and Managing Your Database Source Code](https://dzone.com/articles/introduction-to-liquibase-and-managing-your-databa) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [dzone: Managing Your Database With Liquibase and Gradle](https://dzone.com/articles/managing-your-database-with-liquibase-and-gradle) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [dzone: Executing Liquibase: 3 Use Cases](https://dzone.com/articles/executing-liquibase-3-use-cases) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [dzone: Build a Spring Boot App With Flyway and Postgres](https://dzone.com/articles/build-a-spring-boot-app-with-flyway-and-postgres) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [medium: Database version control β€” Liquibase versus Flyway](https://medium.com/@ruxijitianu/database-version-control-liquibase-versus-flyway-9872d43ee5a4) [COMMUNITY-TOOL] β€” *Go to [Section](./liquibase.md)*
-  - [dzone: Top 10 Low-Code Articles](https://dzone.com/articles/top-10-low-code-articles) [COMMUNITY-TOOL] β€” *Go to [Section](./lowcode-nocode.md)*
-  - [Wikipedia: Xamarin](https://en.wikipedia.org/wiki/Xamarin) [COMMUNITY-TOOL] β€” *Go to [Section](./xamarin.md)*
-  - [NoSQL - Wikipedia](https://en.wikipedia.org/wiki/NoSQL) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [vishnu.hashnode.dev: 4 Types Of NoSQL Databases](https://vishnu.hashnode.dev/4-types-of-nosql-databases) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [medium: When to Use MongoDB Rather than MySQL](https://medium.com/@rsk.saikrishna/when-to-use-mongodb-rather-than-mysql-d03ceff2e922) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [medium.com/@suvankar.dey80: Time Series SQL vs No SQL](https://medium.com/@suvankar.dey80/time-series-sql-vs-no-sql-a8c7f40d80a8) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [wikipedia: Couchbase Server](https://en.wikipedia.org/wiki/Couchbase_Server) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [Query JSON Using SQL With Couchbase Query Workbench](https://dzone.com/articles/query-json-using-sql-with-couchbase-query-workbenc) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [MongoLab: Fully managed MongoDB-as-a-Service](https://mongolab.com) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [Orchestrate: DBaaS|NoSQL with One REST API](https://orchestrate.io) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [betterprogramming.pub: MongoDB Schema Validation Rules](https://betterprogramming.pub/mongodb-schema-validation-rules-8a1afc6ea67b) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [code.likeagirl.io: Docker: Setup Simple Application with MongoDB for Data' Storage](https://code.likeagirl.io/docker-setup-simple-application-with-mongodb-for-data-storage-272bdb3036ad) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [dzone: SQL Syntax for Apache Drill](https://dzone.com/refcardz/sql-syntax-for-apache-drill) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [medium.com: A chance for NewSQL databases](https://medium.com/packlinkeng/a-chance-for-newsql-databases-3bba18fea6a1) [COMMUNITY-TOOL] β€” *Go to [Section](./nosql.md)*
-  - [muratbuffalo.blogspot.com: What’s Really New with NewSQL?](https://muratbuffalo.blogspot.com/2021/11/whats-really-new-with-newsql.html) [COMMUNITY-TOOL] β€” *Go to [Section](./newsql.md)*
-  - [wikipedia: SonarQube](https://en.wikipedia.org/wiki/SonarQube) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone: Why SonarQube](https://dzone.com/articles/why-sonarqube-1) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone: How to quickly get started with Sonar](https://dzone.com/articles/how-quickly-get-started-sonar) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone: Sonarqube scanning in 15 minutes](https://dzone.com/articles/sonarqube-scanning-in-15-minutes-2) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone: Quick start with sonarqube for static code analysis](https://dzone.com/articles/quick-start-witj-sonarqube-for-static-code-analysi) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone.com: Code Analysis Part 1 - Analyzing Code with SonarQube](https://dzone.com/articles/code-analysis-with-sonarqube-part-1-setup) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Dzone: SonarCloud integration with SpringBoot Maven](https://dzone.com/articles/sonarcloud-integration-with-springboot-maven) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [Running SonarQube on Kubernetes](https://medium.com/@akamenev/running-sonarqube-on-azure-kubernetes-92a1b9051120) [COMMUNITY-TOOL] β€” *Go to [Section](./sonarqube.md)*
-  - [eleconomista.es: Solo el 13% de autΓ³nomos en tarifa plana 'sobrevive' despuΓ©s de 24 meses](https://www.eleconomista.es/economia/noticias/11338080/07/21/Solo-el-13-de-autonomos-en-tarifa-plana-sobrevive-despues-de-24-meses.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [eleconomista.es: El acceso a financiaciΓ³n, una barrera (casi) infranqueable' para los autΓ³nomos](https://www.eleconomista.es/actualidad/noticias/11361634/08/21/El-acceso-a-financiacion-una-barrera-casi-infranqueable-para-los-autonomos.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [eleconomista.es: Estas son las cuotas de los autΓ³nomos a la Seguridad Social' y los derechos que garantizan](https://www.eleconomista.es/economia/noticias/11368404/08/21/Estas-son-las-cuotas-de-los-autonomos-a-la-Seguridad-Social-y-los-derechos-que-garantizan.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [eleconomista.es: Estos son los gastos de los autΓ³nomos que no se pueden' deducir en el IVA](https://www.eleconomista.es/economia/noticias/11390425/09/21/Estos-son-los-gastos-de-los-autonomos-que-no-se-pueden-deducir-en-el-IVA.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [eleconomista.es: La ayuda del SEPE a los autΓ³nomos: asΓ­ pueden cobrar el' paro a la vez que trabajan](https://www.eleconomista.es/economia/noticias/11391909/09/21/La-ayuda-del-SEPE-a-los-autonomos-asi-pueden-cobrar-el-paro-a-la-vez-que-trabajan.html) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [malt 🌟](https://www.malt.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [upwork 🌟](https://www.upwork.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [fiverr](https://www.fiverr.com) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [remoteone](https://remote.one) [COMMUNITY-TOOL] β€” *Go to [Section](./freelancing.md)*
-  - [medium: Cloud Agnostic Design 🌟](https://medium.com/path-to-software-architect/cloud-agnostic-design-925c08e1d610) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [cybernews.com: Trouble in paradise: IT professionals unhappy with cloud' services](https://cybernews.com/cloud/trouble-in-paradise-it-professionals-unhappy-with-cloud-services) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [medium.com/adeo-tech: Multi-Cloud Kubernetes Survival Guide 🌟](https://medium.com/adeo-tech/multi-cloud-kubernetes-survival-guide-49eee9aa58e2) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [medium: AWS vs Azure β€” Battle Of The Best Cloud Computing Platforms](https://medium.com/edureka/aws-vs-azure-1a882339f127) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [Dzone: DevOps Services Pricing: AWS vs Azure vs Google Cloud 🌟🌟](https://dzone.com/articles/devops-services-pricing-aws-vs-azure-vs-google-clo) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [betterprogramming.pub: AWS vs. Digital Ocean vs. Hetzner Cloud β€” Which Has' the Best Value for Money?](https://betterprogramming.pub/aws-vs-digital-ocean-vs-hetzner-cloud-which-has-the-best-value-for-money-bd9cb3c06dee) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [Dzone: 5 Hosted Kubernetes Platforms](https://dzone.com/articles/5-hosted-kubernetes-platforms) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [investopedia.com: Amazon Web Services (AWS) Outage Causes Chaos (Dec 2021)](https://www.investopedia.com/amazon-web-services-outage-causes-chaos-5212233) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [techrepublic.com: AWS outage: Your response to AWS going down shouldn't' be multicloud](https://www.techrepublic.com/article/aws-outage-your-response-to-aws-going-down-shouldnt-be-multicloud) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [techrepublic.com: AWS has gone down before, as have other providers; Fastly' has lessons to share from its own outage](https://www.techrepublic.com/article/aws-has-gone-down-before-as-have-other-providers-fastly-has-lessons-to-share-from-its-own-outage) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [Downdetector](https://downdetector.co.uk) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [sdxcentral.com: AWS Outage Stresses Telco Cloud Challenges](https://www.sdxcentral.com/articles/news/aws-outage-stresses-telco-cloud-challenges/2021/12) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [faun.pub: Multi-Cloud is NOT the solution to the next AWS outage](https://faun.pub/multi-cloud-is-not-the-solution-to-the-next-aws-outage-bb41c0b14573) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [hablemosdenube.com](https://www.hablemosdenube.com) [COMMUNITY-TOOL] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - [guru99.com: Top 19 Ansible Interview Questions and Answers for 2022](https://www.guru99.com/ansible-interview-questions.html) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [devsecops.co.in: 100+ Ansible Interview Questions and Answers](https://devsecops.co.in/2021/05/18/ansible-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [mrdevops.hashnode.dev: Top 40 Terraform Interview Questions and Answers' for 2023](https://mrdevops.hashnode.dev/top-40-terraform-interview-questions-and-answers-for-2023) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [TGB - AWS Interview Questions and Answers - Frequently asked](https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [grokkinginterview.com: 13 REST API interview questions you need to know](https://grokkinginterview.com/13-rest-api-interview-questions-you-need-to-know-f0e7ec857550) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [denic.hashnode.dev: Resources to crush the technical interview](https://denic.hashnode.dev/resources-to-crush-the-technical-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [devsecops.co.in: DevOps Interview Questions and Answers](https://devsecops.co.in/2021/05/20/devops-interview-questions) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [towardsdev.com: Microservice Interview questions for Backend Developers' series-1](https://towardsdev.com/microservice-interview-questions-for-backend-developers-series-1-112d623a7c2a) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [50+ Java Collections Interview Questions for Beginners and Experienced Programmers](https://medium.com/javarevisited/50-java-collections-interview-questions-for-beginners-and-experienced-programmers-4d2c224cc5ab) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [devsecops.co.in: Kubernetes Interview Questions and Answers](https://devsecops.co.in/2021/05/22/kubernetes-interview) [COMMUNITY-TOOL] β€” *Go to [Section](./interview-questions.md)*
-  - [medium: No-Code Data Collect API on AWS](https://medium.com/@dima.statz_89242/no-code-data-collect-api-on-aws-d79e3681d204) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-data.md)*
-  - [venturebeat.com: Amazon’s AWS expands free β€˜egress’ data transfer limits](https://venturebeat.com/2021/11/25/amazons-aws-expands-free-egress-data-transfer-limits) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - [venturebeat.com: 6 big Kubernetes container security launches at AWS re:Invent' 2021](https://venturebeat.com/2021/12/03/6-big-kubernetes-container-security-launches-at-aws-reinvent-2021) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - [medium.com/@fabrizio-cafolla: Dockerize Python for AWS Lambda β€” Deploy with' GitHub Workflow](https://medium.com/@fabrizio-cafolla/dockerize-python-for-aws-lambda-deploy-with-github-workflow-9a930c1e86b1) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-newfeatures.md)*
-  - [faun.pub: Finally, (successfully…) setup docker registry inside kind Kubernetes' cluster](https://faun.pub/finally-successfully-setup-docker-registry-inside-kind-kubernetes-cluster-5b0381dbb2ec) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com: Local Kubernetes for Linuxβ€Šβ€”β€ŠMiniKube vs MicroK8s](https://medium.com/containers-101/local-kubernetes-for-linux-minikube-vs-microk8s-1b2acad068d3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [dex.dev: Local Development Clusters](https://www.dex.dev/dex-videos/development-clusters) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: Happy trip to Kubernetes in our company](https://medium.com/condorlabs-engineering/happy-trip-to-kubernetes-in-our-company-85ecfde573fd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [yitaek.medium.com: Useful Tools for Better Kubernetes Development 🌟](https://yitaek.medium.com/useful-tools-for-better-kubernetes-development-87820c2b9435) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [cncf.io: Tools to develop apps on Kubernetes 🌟](https://www.cncf.io/blog/2021/05/10/tools-to-develop-apps-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [blog.usejournal.com: Useful Tools for Better Kubernetes Development](https://blog.usejournal.com/useful-tools-for-better-kubernetes-development-87820c2b9435) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [docker.com: Kubernetes in Production Environments](https://www.docker.com/blog/dear-moby-2-kubernetes-in-production) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [yash-kukreja-98.medium.com: Develop on Kubernetes Series β€” Demystifying' the For vs Owns vs Watches controller-builders in controller-runtime](https://yash-kukreja-98.medium.com/develop-on-kubernetes-series-demystifying-the-for-vs-owns-vs-watches-controller-builders-in-c11ab32a046e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [cloudsavvyit.com: How to Get Started With DevSpace and Rapidly Develop' Kubernetes Apps](https://www.cloudsavvyit.com/14690/how-to-get-started-with-devspace-and-rapidly-develop-kubernetes-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [betterprogramming.pub: Do Faster Development and Testing on Kubernetes Apps' With Telepresence](https://betterprogramming.pub/do-faster-development-and-testing-on-kubernetes-apps-with-telepresence-b7eac604dca4) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [venturebeat.com: Garden.io, an end-to-end devops platform for Kubernetes' and containers, raises $16M](https://venturebeat.com/2022/03/30/garden-io-an-end-to-end-devops-platform-for-kubernetes-and-containers-raises-16m) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [ordina-jworks.github.io: A comparison of Kubernetes clients and dashboards](https://ordina-jworks.github.io/cloud/2020/08/28/kubernetes-clients-comparison.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [kccncna20.sched.com: A Walk Through the Kubernetes UI Landscape](https://kccncna20.sched.com/event/ekAd/a-walk-through-the-kubernetes-ui-landscape-joaquim-rocha-kinvolk-henning-jacobs-zalando-se) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [williamlam.com: Useful Interactive Terminal and Graphical UI Tools for Kubernetes](https://williamlam.com/2020/04/useful-interactive-terminal-and-graphical-ui-tools-for-kubernetes.html) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: YAKD: Yet Another Kubernetes Dashboard](https://medium.com/geekculture/yakd-yet-another-kubernetes-dashboard-7766bd071f30) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com/@satyakommula: Deploy Kubernetes dashboard with NodePort](https://medium.com/@satyakommula/deploy-kubernetes-dashboard-with-nodeport-382f447d2ff8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [levelup.gitconnected.com: Step by Step Slow Guide: Kubernetes Dashboard' on Raspberry Pi Cluster (Part 2)](https://levelup.gitconnected.com/step-by-step-slow-guide-kubernetes-dashboard-on-raspberry-pi-cluster-part-2-acdc8f9b5b99) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com/kubeshop-i: Monokle vs. Lens vs. K9s 🌟](https://medium.com/kubeshop-i/monokle-vs-lens-vs-k9s-1d5d94d84b5c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: Lens 5 Released](https://medium.com/k8slens/lens-5-released-f7e58e8842cf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: How To Give Developers Secure Access to Kubernetes Clusters](https://medium.com/k8slens/how-to-give-developers-secure-access-to-kubernetes-clusters-c6025f0dd288) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [thedevopslife.com: Kubernetes IDE and UI – Lens IDE](https://thedevopslife.com/kubernetes-gui-lens-ide) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com/k8slens: Lens 6 Released, Vision for the Future, New Subscription' Model and Features Available](https://medium.com/k8slens/lens-6-released-vision-for-the-future-new-subscription-model-and-features-available-628ff21fe14a) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [blog.devgenius.io: Is it time to migrate from Lens to OpenLens to manage' your Kubernetes clusters?](https://blog.devgenius.io/is-it-time-to-migrate-from-lens-to-openlens-75496e5758d8) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com/k8slens: Eliminating Kubernetes Complexity for Developers Using' Lens](https://medium.com/k8slens/eliminating-kubernetes-complexity-for-developers-using-lens-5c199e5aff4e) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium.com/k8slens: Lens Kubernetes is all you need in the development env' to build, ship, and run](https://medium.com/k8slens/lens-kubernetes-is-all-you-need-in-the-development-env-to-build-ship-and-run-5c1980a12fcf) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: Do It All Kubernetes Dashboard](https://medium.com/faun/do-it-all-kubernetes-dashboard-81375833e01c) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - [medium: AWS Account Security Monitoring](https://medium.com/swlh/aws-account-security-monitoring-d7ca129d52ac) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - [kevintuei.medium.com: A Deep Dive into Logs and Metrics for AWS Observability' β€” One Observability Workshop](https://kevintuei.medium.com/a-deep-dive-into-logs-and-metrics-for-aws-observability-one-observability-workshop-14c162932174) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - [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€” *Go to [Section](./aws-monitoring.md)*
-  - [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€” *Go to [Section](./aws-monitoring.md)*
-  - [medium.com: Up and running with Amazon Managed Service for Prometheus](https://medium.com/devops-techable/up-and-running-with-amazon-managed-service-for-prometheus-6fd12e56bff6) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-monitoring.md)*
-  - [blog.suhailkakar.com: Web 3.0 Terms and Their Definitions in Plain English](https://blog.suhailkakar.com/web-30-terms-and-their-definitions-in-plain-english) [COMMUNITY-TOOL] β€” *Go to [Section](./web3.md)*
-  - [Docker Desktop & WSL 2 – Backport Update](https://www.docker.com/blog/docker-desktop-wsl-2-backport-update) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [pandorafms.com: QuΓ© es, cΓ³mo instalar WSL2 y por quΓ© es una gran noticia' para el sector TI](https://pandorafms.com/blog/es/wsl2) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [techrepublic.com: Windows Subsystem for Linux 2: The GUI features developers' have been asking for](https://www.techrepublic.com/article/windows-subsystem-for-linux-2-the-gui-features-developers-have-been-asking-for) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [klaushofrichter.medium.com: Using Windows Subsystem for Linux for Kubernetes](https://klaushofrichter.medium.com/using-windows-subsystem-for-linux-for-kubernetes-8bd1f5468531) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [Microsoft launches Windows Terminal 1.0, unveils GPU support and Linux GUI apps in WSL](https://venturebeat.com/2020/05/19/microsoft-windows-terminal-wsl-gpu-support-linux-gui-apps) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [Microsoft debuts Windows Package Manager for your dev environment](https://venturebeat.com/2020/05/19/microsoft-windows-package-manager-powertoys) [COMMUNITY-TOOL] β€” *Go to [Section](./linux-dev-env.md)*
-  - [dzone: Project Management Methodology: A Beginner's Guide](https://dzone.com/articles/best-emerging-project-management-methodologies-in) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [dzone: A Complete Guide to the Project Management Lifecycle](https://dzone.com/articles/a-complete-guide-to-project-management-life-cycle) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [dzone: Top 40 Project Management Terms and Concepts of 2019](https://dzone.com/articles/top-40-project-management-terms-and-concepts-of-20) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [agilecheetah.com: Why So Many Developers are Fed Up with Agile](https://agilecheetah.com/why-so-many-developers-are-fed-up-with-agile-pt-3) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium: Scrum Teams That Don’t Verify Their Outcomes Are Basically Waterfall' Teams](https://medium.com/serious-scrum/scrum-teams-that-dont-verify-their-outcomes-are-basically-waterfall-teams-cb208acdcc61) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium: Nine Steps to Successfully Start Your New Product Owner Job](https://medium.com/serious-scrum/nine-steps-to-successfully-start-your-new-product-owner-job-b276c85e3dde) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [carlos-piqueres.medium.com: Product Backlog vs Sprint Backlog](https://carlos-piqueres.medium.com/product-backlog-vs-sprint-backlog-c951f972e979) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [skamille.medium.com: How New Managers Fail Individual Contributors](https://skamille.medium.com/how-new-managers-fail-individual-contributors-839a13bda1c5) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [acumen.io: Can Kanban scale for teams of over 50 developers? When should' you consider moving to Scrum?](https://www.acumen.io/blog/can-kanban-scale-for-teams-of-over-50-developers-when-should-you-consider-moving-to-scrum) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: How to Speed Up Your Progress With Feedback](https://betterprogramming.pub/how-to-speed-up-your-progress-with-feedback-1f41872b290a) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: Sprint Planning: Best Practices](https://betterprogramming.pub/sprint-planning-best-practices-1aad4103f6cb) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/@victor.ronin: The dark side of a cross-functional team](https://medium.com/@victor.ronin/the-dark-side-of-a-cross-functional-team-e0d379e37c70) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/@TonyBologni: 4 reasons why 4 is the perfect team size for (agile)' software development 🌟](https://medium.com/@TonyBologni/4-reasons-why-4-is-the-perfect-team-size-for-agile-software-development-8597d33f3cfe) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/dkatalis: Component Team vs Feature Team in a Nutshell 🌟](https://medium.com/dkatalis/component-team-vs-feature-team-in-a-nutshell-60c58671496f) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/the-ascent: Quiet People in Meetings Are Incredible](https://medium.com/the-ascent/quiet-people-in-meetings-are-incredible-7bb05ef9acd1) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [autoblog.com: VW CEO lost his job over buggy software that delayed new models](https://www.autoblog.com/2022/07/25/vw-ceo-herbert-diess-fired-over-cariad-buggy-software) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: Techniques for Managing Your Time and Cognitive Load' as a Senior Leader](https://betterprogramming.pub/techniques-for-managing-your-time-and-cognitive-load-as-a-senior-leader-2b9eadb0daa4) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/awesome-agile: 10 Ways Managers are Wasting Their Developers' Potential](https://medium.com/awesome-agile/10-ways-managers-are-wasting-their-developers-potential-5c0d78d8f8ba) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: Stop Hiring Software Engineers](https://betterprogramming.pub/stop-hiring-software-engineers-8545520437ac) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/developer-purpose: Think before you code. Engineering’s most' underrated advice](https://medium.com/developer-purpose/think-before-you-code-engineerings-most-underrated-advice-40b47e08a3fc) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: How to Grow as a (Software) Engineering Manager](https://betterprogramming.pub/how-do-you-grow-as-a-software-engineering-manager-33a05873693) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: Good Leadership Is About Growth, Not Brilliance](https://betterprogramming.pub/good-leadership-is-about-growth-not-brilliance-af8ca30f1a3a) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterhumans.pub: 8 Communication Hacks I Use To Appear More Senior As a' Young Employee](https://betterhumans.pub/8-communication-hacks-i-use-to-appear-more-senior-as-a-young-employee-9106468bf5aa) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [jproco.medium.com: Deliver a Product Roadmap That Survives Startup Velocity](https://jproco.medium.com/deliver-a-product-roadmap-that-survives-startup-velocity-f9be4fb9893e) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/career-of-you: A Ten-Step Process for Team Leaders to Reduce' Meeting Overload and Take Back Their Time](https://medium.com/career-of-you/a-ten-step-process-for-team-leaders-to-reduce-meeting-overload-and-take-back-their-time-407cf1f8f09b) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: The Importance of Code Ownership 🌟](https://betterprogramming.pub/the-underestimated-importance-of-clear-code-ownership-baed758e47b8) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [bootcamp.uxdesign.cc: A quick win to prepare for every meeting using templates](https://bootcamp.uxdesign.cc/a-quick-win-to-prepare-for-every-meeting-using-templates-d2359c849433) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [huryn.substack.com: 3 Ways to Create 10X Better Product Roadmaps](https://huryn.substack.com/p/3-ways-to-create-10x-better-product) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [jchyip.medium.com: My critique of β€œthe Spotify Model”: Part 1](https://jchyip.medium.com/my-critique-of-the-spotify-model-part-1-197d335ef7af) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/@tom-neal: CTO Checklist](https://medium.com/@tom-neal/cto-checklist-1a2ef3d6502) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [dzone.com: Productivity: Noise Is the Problem 🌟🌟](https://dzone.com/articles/effectiveness-noise-is-the-problem) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [levelup.gitconnected.com: How to manage your technical backlog](https://levelup.gitconnected.com/how-to-manage-your-technical-backlog-868415f8eea9) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [techrepublic.com: What is Lean Software Development?](https://www.techrepublic.com/article/lean-development) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/@ElizAyer: Meetings *are* the work](https://medium.com/@ElizAyer/meetings-are-the-work-9e429dde6aa3) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [inc.com: 27 Years Ago, Steve Jobs Said the Best Employees Focus on Content,' Not Process. Research Shows He Was Right](https://www.inc.com/jeff-haden/27-years-ago-steve-jobs-said-best-employees-focus-on-content-not-process-workplace-research-shows-he-was-right.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [Bus factor](https://en.wikipedia.org/wiki/Bus_factor) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium.com/codex: The Only True Agency A Software Engineer Requires](https://medium.com/codex/the-only-true-agency-a-software-engineer-requires-2c0816b263bc) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [eleconomista.es: CΓ³mo es un mal jefe y quΓ© debe aprender para liderar mejor' su empresa (y ser feliz)](https://www.eleconomista.es/status/noticias/10679296/07/20/Como-es-un-mal-jefe-y-que-debe-aprender-para-liderar-mejor-su-empresa-y-ser-feliz.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [betterprogramming.pub: Team Topologies β€” A New Way of Thinking About Teams](https://betterprogramming.pub/team-topologies-a-new-way-of-thinking-about-teams-8f4853038509) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [rethinkagile.org: 5 reasons why Agile is better than Waterfall](https://www.rethinkagile.org/post/5-reasons-why-agile-is-better-than-waterfall) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [thedigitalprojectmanager.com: Waterfall Vs Agile: ΒΏCuΓ‘l MetodologΓ­a Debes' Utilizar Para Tu Proyecto?](https://thedigitalprojectmanager.com/es/agile-frente-a-waterfall) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [guru99.com: Agile Vs Scrum: Know the Difference](https://www.guru99.com/agile-vs-scrum.html) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium: Are Scrum and Kanban Allies Or Enemies?](https://medium.com/serious-scrum/are-scrum-and-kanban-allies-or-enemies-9d1d27353cd7) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [wikipedia: Responsibility assignment matrix](https://en.wikipedia.org/wiki/Responsibility_assignment_matrix) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [thedigitalprojectmanager.com: Create A Responsibility Assignment Matrix' (RACI Chart) That Works](https://thedigitalprojectmanager.com/raci-chart-made-simple) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [Minimum Viable Product](https://en.wikipedia.org/wiki/Minimum_viable_product) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [medium: MVP vs MDP = Viability vs Delight. What You Really Need?](https://medium.com/swlh/mvp-vs-mdp-viability-vs-delight-what-you-really-need-296b42df005d) [COMMUNITY-TOOL] β€” *Go to [Section](./project-management-methodology.md)*
-  - [hashnode.tpschmidt.com: My Top 10 Free Learning Resources for AWS](https://hashnode.tpschmidt.com/my-top-10-free-learning-resources-for-aws) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - [satyenkumar.medium.com: My Youtube Channel is updated for AWS Certifications' (Over 150 Video list)](https://satyenkumar.medium.com/my-youtube-channel-is-updated-for-aws-certifications-over-150-video-list-1ae7aa81e99d) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - [devopsmonk.hashnode.dev: Learn AWS if you want to save your career..!!](https://devopsmonk.hashnode.dev/learn-aws-if-you-want-to-save-your-career) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-training.md)*
-  - [tomlous.medium.com: CI/CD for Data Engineers. Reliably Deploying Scala Spark' containers for Kubernetes with Github Actions](https://tomlous.medium.com/ci-cd-for-data-engineers-68b0fd915545) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - [dzone: Run and Scale an Apache Spark Application on Kubernetes](https://dzone.com/articles/run-and-scale-an-apache-spark-application-on-kuber) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - [dzone: Running Apache Spark on Kubernetes](https://dzone.com/articles/running-apache-spark-on-kubernetes) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - [medium: Running Apache Spark on Kubernetes](https://medium.com/empathyco/running-apache-spark-on-kubernetes-2e64c73d0bb2) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - [levelup.gitconnected.com: Master SparkML: Practical Guide for Machine Learning](https://levelup.gitconnected.com/master-sparkml-practical-guide-for-machine-learning-1efe1bd9cdce) [COMMUNITY-TOOL] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - [dzone: Building a RESTful Service Using ASP.NET Core and dotConnect for' PostgreSQL](https://dzone.com/articles/building-a-restful-service-using-aspnet-core-and-d) [COMMUNITY-TOOL] β€” *Go to [Section](./dotnet.md)*
-  - [enlear.academy: Repository Pattern and Unit of Work with ASP.NET Core Web' API](https://enlear.academy/repository-pattern-and-unit-of-work-with-asp-net-core-web-api-6802e1aa4f78) [COMMUNITY-TOOL] β€” *Go to [Section](./dotnet.md)*
-  - [medium: Microservices Resilience and Fault Tolerance with applying Retry' and Circuit-Breaker patterns using Polly](https://medium.com/aspnetrun/microservices-resilience-and-fault-tolerance-with-applying-retry-and-circuit-breaker-patterns-c32e518db990) [COMMUNITY-TOOL] β€” *Go to [Section](./dotnet.md)*
-  - [medium: Ready-to-use commands and tips for kubectl](https://medium.com/flant-com/kubectl-commands-and-tips-7b33de0c5476) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium: Be fast with Kubectl 1.19 CKAD/CKA 🌟](https://medium.com/faun/be-fast-with-kubectl-1-18-ckad-cka-31be00acc443) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [pixelstech.net: Update & Delete Kubernetes resources in one-line command](https://www.pixelstech.net/article/1604225312-Update-&-Delete-Kubernetes-resources-in-one-line-command) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium: One CKA/CKAD/CKS requirement: Mastering Kubectl](https://medium.com/nerd-for-tech/one-cka-ckad-cks-requirement-mastering-kubectl-85486bc0a3aa) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium: Replication Controller Vs ReplicaSets in Kubernetes](https://medium.com/geekculture/replication-controller-vs-replicasets-in-kubernetes-7b780e4d09d5) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [akhilsharma.work: Checking Kubernetes API Calls using kubectl](https://akhilsharma.work/checking-kubernetes-api-calls-using-kubectl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [cloudsavvyit.com: How to Restart Kubernetes Pods with Kubectl](https://www.cloudsavvyit.com/14587/how-to-restart-kubernetes-pods-with-kubectl) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [technos.medium.com: How kubectl apply command works?](https://technos.medium.com/how-kubectl-apply-command-works-d092121056d3) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [blogs.nakam.org: What Happens When? K8s Edition 🌟](https://blogs.nakam.org/what-happens-when-k8s-edition) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium.com/swlh: Break Down Kubernetes Server-Side Apply (Advanced kubectl)' 🌟](https://medium.com/swlh/break-down-kubernetes-server-side-apply-5d59f6a14e26) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [blog.devgenius.io: K8s β€” Manage Multiple Clusters Using kubectl at Scale](https://blog.devgenius.io/k8s-manage-multiple-clusters-using-kubectl-at-scale-9f200c692099) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [awstip.com: Kubernetes β€” Creating deployments via command line and with' YAML files](https://awstip.com/kubernetes-creating-deployments-via-command-line-and-with-yaml-files-783eaad7b3be) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium.com/@emmaliaocode: kubectl create vs kubectl apply. What’s the difference?](https://medium.com/@emmaliaocode/kubectl-create-vs-kubectl-apply-whats-the-differences-f6472f4c6c86) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium.com/codex: Kubectl Output 101](https://medium.com/codex/kubectl-output-101-851f8e61fd51) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium.com/geekculture: kubectl β€” Best Practices](https://medium.com/geekculture/kubectl-best-practices-c4ff809167dd) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [medium.com/@jake.page91: The guide to kubectl I never had](https://medium.com/@jake.page91/the-guide-to-kubectl-i-never-had-3874cc6074ff) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [blog.devgenius.io: Daily useful Kubernetes aliases](https://blog.devgenius.io/daily-useful-kubernetes-aliases-c35f7f411f39) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [Copy secrets between namespaces](https://stackoverflow.com/questions/55515594/is-there-a-way-to-share-a-configmap-in-kubernetes-between-namespaces) [COMMUNITY-TOOL] β€” *Go to [Section](./kubectl-commands.md)*
-  - [topcloudops.com: Optimizing AWS RDS Cost](https://topcloudops.com/blog-detail?id=030b1031-8bc8-4bc5-8f7a-417950005b97) [COMMUNITY-TOOL] β€” *Go to [Section](./aws-pricing.md)*
-  - [guru99.com: What is Continuous Testing in DevOps? Definition, Benefits,' Tools](https://www.guru99.com/continuous-testing.html) [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - [guru99.com: What is Test Driven Development (TDD)? Tutorial with Example](https://www.guru99.com/test-driven-development.html) [COMMUNITY-TOOL] β€” *Go to [Section](./testops.md)*
-  - [Getting Started with the DOM](https://edidiongasikpo.com/getting-started-with-the-dom-ck9u4u82503or6es16p2rx7c1) [COMMUNITY-TOOL] β€” *Go to [Section](./dom.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)** [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: 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)*
 
+*... and 11141 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -15091,87 +817,88 @@
 ## Legacy
 
 

-Click to view 594 resources under Legacy
+Click to view top 100 of 595 resources under Legacy
 
-  - **(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)** [==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)** [==Damn==](https://github.com/nokia/danm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.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)** [==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)** [==Awesome Java 🌟==](https://github.com/akullpp/awesome-java) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./other-awesome-lists.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](./cheatsheets.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)** [==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)*
+  - **(2026)** [==Damn==](https://github.com/nokia/danm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
   - **(2026)** [==sherifabdlnaby/kubephp==](https://github.com/sherifabdlnaby/kubephp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PHP CONTENT] β€” *Go to [Section](./container-managers.md)*
   - **(2026)** [==Kubeinit 🌟==](https://github.com/kubeinit/kubeinit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [PYTHON/ANSIBLE CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
   - **(2025)** [==tfenv==](https://github.com/tfutils/tfenv) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./terraform.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)** [==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)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./prometheus.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: Weave Net - Weaving Containers into Applications==](https://github.com/weaveworks/weave) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2024)** [==Prometheus JMX Exporter 🌟==](https://github.com/prometheus/jmx_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
+  - **(2024)** [==grafana/agent: Grafana Agent==](https://github.com/grafana/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./grafana.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)** [==uber/kraken==](https://github.com/uber/kraken) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./registries.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)** [==KubeCarrier - Service Management at Scale==](https://github.com/kubermatic/kubecarrier) 🌟🌟🌟🌟🌟 [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)** [==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)** [==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)** [==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)** [==github.com/ondat/trousseau==](https://github.com/ondat/trousseau) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
   - **(2023)** [==openshift-applier==](https://github.com/redhat-cop/openshift-applier) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [ANSIBLE CONTENT] β€” *Go to [Section](./gitops.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)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.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)** [==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)*
   - **(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)** [==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)*
+  - **(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)** [==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)** [==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)** [==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)** [==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)** [==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)** [==radondb/radondb-clickhouse-kubernetes==](https://github.com/radondb/radondb-clickhouse-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./databases.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)** [==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)** [==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)** [==Jenkins==](https://github.com/helm/charts/tree/master/stable/jenkins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
+  - **(2020)** [==Frakti==](https://github.com/kubernetes-retired/frakti) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
   - **(2020)** [==gini/dexter==](https://github.com/gini/dexter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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.com/cinhtau/sonatype-nexus-waffle==](https://github.com/cinhtau/sonatype-nexus-waffle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [JAVA 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-monitoring.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.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)** [**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)** [**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)** [**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)*
-  - **(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)** [**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)** [**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)** [**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)** [**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)** [**postman.com: API versioning**](https://www.postman.com/api-platform/api-versioning) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./api.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)*
@@ -15179,515 +906,21 @@
   - **(2023)** [**github.com/Shopify/kubeaudit 🌟🌟**](https://github.com/Shopify/kubeaudit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [**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)** [**serverlessguru.com: Enterprise Serverless Adoption 🌟**](https://www.sls.guru/blog/enterprise-serverless-adoption) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./serverless.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)** [**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)** [****k3OS****](https://github.com/rancher/k3os) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.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)** [**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)** [****k3OS****](https://github.com/rancher/k3os) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.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)*
+  - **(2022)** [**serverlessguru.com: Enterprise Serverless Adoption 🌟**](https://www.sls.guru/blog/enterprise-serverless-adoption) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./serverless.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)** [**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)*
+  - **(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)** [**automationqahub.com: The Ultimate List of Cypress Interview Questions**](https://automationqahub.com/common-cypress-interview-questions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [**segmentio/stack**](https://github.com/segmentio/stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [**redhat.com: Planning your migration from Red Hat OpenShift 3 to 4**](https://www.redhat.com/en/blog/openshift-4-migration) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./ocp4.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)*
-  - **(2021)** [**infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4 Is EOL**](https://www.infoq.com/news/2021/12/spring-boot-2-6) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [**letsdevops.net: Introduction to Azure DevOps for Beginners - Create CI/CD Pipelines, Setup Repository 🌟**](https://www.letsdevops.net/post/letsdevops-introduction-to-azure-devops-for-beginners) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [**instrumenta/kubeval**](https://github.com/instrumenta/kubeval) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**Modernize legacy applications with containers, microservices**](https://www.techtarget.com/searchcloudcomputing/feature/Modernize-legacy-applications-with-containers-microservices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [**lambdatest.com: What Is New In Selenium 4 And What Is Deprecated In It? 🌟**](https://www.testmuai.com/blog/what-is-deprecated-in-selenium4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [**CloudMapper (OSS)**](https://duo.com/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [**EC2-Classic Networking is Retiring – Here’s How to Prepare**](https://aws.amazon.com/blogs/aws/ec2-classic-is-retiring-heres-how-to-prepare) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2021)** [**Migrate AWS Landing Zone solution to AWS Control Tower**](https://aws.amazon.com/blogs/mt/migrate-aws-landing-zone-solution-to-aws-control-tower) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [LEGACY] β€” *Go to [Section](./aws-newfeatures.md)*
-  - **(2020)** [**spring.io: Creating Docker images with Spring Boot 2.3.0.M1**](https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**konveyor 🌟**](https://konveyor.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**redhat.com: A sysadmin's guide to containerizing applications**](https://www.redhat.com/en/blog/containerizing-applications) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**thenewstack.io: 3 Reasons Why You Can’t Afford to Ignore Cloud Native Computing 🌟**](https://thenewstack.io/cloud-native/3-reasons-why-you-cant-afford-to-ignore-cloud-native-computing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [**eclipse.org: Migration Guide for projects using Fabric8 Maven Plugin to Eclipse JKube 🌟**](https://eclipse.dev/jkube/docs/migration-guide) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2018)** [**Boto**](https://github.com/boto/boto) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [Helm mapkubeapis Plugin](https://github.com/helm/helm-mapkubeapis) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [infrahq/infra 🌟](https://github.com/infrahq/infra) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [aquasecurity/starboard](https://github.com/aquasecurity/starboard) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Payara](https://hub.docker.com/r/payara/server-full) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2024)** [awscc](https://registry.terraform.io/providers/hashicorp/awscc/latest) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [cheat-sheets.org 🌟](https://www.cheat-sheets.org) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [git-tower.com: Git cheat sheet](https://www.git-tower.com/blog/git-cheat-sheet) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [opensource.com: GNU Screen cheat sheet](https://opensource.com/downloads/gnu-screen-cheat-sheet) 🌟🌟🌟 [GUIDE] [LEGACY] [PDF CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin) 🌟🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Declarative Pipeline Migration Assistant API 🌟](https://plugins.jenkins.io/declarative-pipeline-migration-assistant-api) 🌟🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [pypi.org: ansible-navigator 🌟](https://pypi.org/project/ansible-navigator) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [Secure DevOps Kit for Azure](https://github.com/azsk/DevOpsKit) 🌟🌟🌟 [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [informationweek.com: What's Holding DevOps Back?](https://www.informationweek.com/software-services/what-s-holding-devops-back-) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./devops.md)*
-  - **(2023)** [middlewareinventory.com: Terraform For Each Examples – How to use for_each | Devops Junction](https://www.middlewareinventory.com/blog/terraform-for-each-examples) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [AWS Forums](https://repost.aws) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./newsfeeds.md)*
-  - **(2023)** [javaguides.net: Spring Boot 3 REST API Documentation using SpringDoc OpenAPI](https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [github.com/cloudnativelabs/kube-shell ⭐](https://github.com/cloudnativelabs/kube-shell) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [techcommunity.microsoft.com: Important: Azure AD Graph Retirement and Powershell Module Deprecation](https://techcommunity.microsoft.com/blog/microsoft-entra-blog/important-azure-ad-graph-retirement-and-powershell-module-deprecation/3848270) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [nathannellans.com: Azure Application Gateway - Part 1 🌟](https://www.nathannellans.com/post/azure-application-gateway-part-1) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [datascientest.com: Azure DevOps Pipeline YAML: why configure CI/CD pipelines with YAML?](https://liora.io/en/azure-devops-pipeline-yaml-why-configure-ci-cd-pipelines-with-yaml) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [datascientest.com: Azure DevOps vs GitHub Actions: Which is the best CI/CD tool?](https://liora.io/en/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [orchest.io](https://orchest.io) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.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)*
-  - **(2022)** [youtube: Terrraform + Ansible: Automating configuration in infrastructure](https://www.youtube.com/watch?v=DeNflzdjxVM) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [kerneltalks.com: Docker swarm cheat sheet](https://kerneltalks.com/virtualization/docker-swarm-cheat-sheet) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [Ansistrano](https://github.com/ansistrano) 🌟🌟🌟 [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.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)** [thinksys.com: Azure DevOps Pipeline Complete Guide 2022](https://thinksys.com/azure/azure-devops-pipeline-complete-guide) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [Time Travel!](https://www.youtube.com/shorts/0h1xNFsEZBU) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [slideshare.net: Migrating Java JBoss EAP Applications to Kubernetes With' S2I](https://www.slideshare.net/KonveyorIO/migrating-java-jboss-eap-applications-to-kubernetes-with-s2i) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [thenewstack.io: This Week in Programming: Kubernetes from Day One? 🌟](https://thenewstack.io/this-week-in-programming-kubernetes-from-day-one) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [cloud.redhat.com: Changes coming for OpenShift.com and Cloud.Redhat.com](https://www.redhat.com/en/blog/check-out-our-new-look) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./ocp4.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)*
-  - **(2021)** [redhat.com: How to streamline application portfolio modernization with Tackle](https://www.redhat.com/en/blog/tackle-application-modernization) 🌟🌟🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thenewstack.io: Accelerate Kubernetes Adoption with a Service Mesh](https://thenewstack.io/accelerate-kubernetes-adoption-with-a-service-mesh) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [redhat.com: Audit user accounts for never-expiring passwords with a Bash script](https://www.redhat.com/en/blog/find-non-expiring-passwords) 🌟🌟🌟 [LEGACY] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [centos.org: Comparing Centos Linux and CentOS Stream](https://www.centos.org/cl-vs-cs) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [theregister.com: How Kubernetes lowers costs and automates IT department work](https://www.theregister.com/software/2021/12/21/how-kubernetes-lowers-costs-and-automates-it-department-work/1316708) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [jitendrazaa.com: Create SOAP message using Java](https://www.jitendrazaa.com/blog/java/create-soap-message-using-java) 🌟🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./api.md)*
-  - **(2020)** [itnext.io: How to create Kubernetes home lab on an old laptop with K3s](https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e) 🌟🌟🌟 [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [**Google Traffic Director** and the **L7 Internal Load Balancer** Intermingles **Cloud Native** and **Legacy Workloads**](https://thenewstack.io/google-traffic-director-and-the-l7-internal-load-balancer-intermingles-cloud-native-and-legacy-workloads) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./servicemesh.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)*
-  - **(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)** [developers.redhat.com: Migrating from Fabric8 Maven Plugin to Eclipse JKube 1.0.0](https://developers.redhat.com/blog/2020/09/21/migrating-from-fabric8-maven-plugin-to-eclipse-jkube-1-0-0) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [youtube: Migrating On Premise VM to AWS | VM Import/Export | Create EC2 instance based on on-premises server](https://www.youtube.com/watch?v=buzusNljpy4&feature=youtu.be) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./aws-backup.md)*
-  - **(2019)** [developers.redhat.com: Autowire MicroProfile into Spring with Quarkus](https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [kubernetes-sigs/kui](https://github.com/kubernetes-retired/kui) 🌟🌟🌟 [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2018)** [fabric8 - kubectl](https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md) 🌟🌟🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2018)** [Manning: **Openshift in action**](https://www.manning.com/books/openshift-in-action) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2018)** [Fabric8 Pipeline Library](https://github.com/fabric8io/fabric8-pipeline-library) 🌟🌟🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [github.com/kubernetes-sigs/etcdadm ⭐](https://github.com/kubernetes-retired/etcdadm) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [github.com/seligman/aws-ip-ranges: AWS's ip-ranges.json](https://github.com/seligman/aws-ip-ranges) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./aws-networking.md)*
-  - **(2018)** [mamaqueesscrum.com: MamÑ… ΒΏQuΓ© es Scrum?](https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide) 🌟🌟🌟 [LEGACY] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2017)** [O'Reilly Free Book: **DevOps with OpenShift**](https://www.redhat.com/en/resources) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2017)** [Python 2 standard library Module of the Week, Doug Hellmann](https://pymotw.com/2) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [bitnami-labs/kubewatch](https://github.com/vmware-archive/kubewatch) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [marckean.com: Azure Vs Azure AD – Accounts / Tenants / Subscriptions](https://marckean.com/2016/06/01/azure-vs-azure-ad-accounts-tenants-subscriptions) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2016)** [Backup and archive to AWS Storage Gateway VTL with Veeam Backup & Replication v9](https://aws.amazon.com/es/about-aws/whats-new/2016/08/backup-and-archive-to-aws-storage-gateway-vtl-with-veeam-backup-and-replication-v9) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./aws-backup.md)*
-  - **(2016)** [New AWS Competency – AWS Migration](https://aws.amazon.com/blogs/aws/new-aws-competency-aws-migration) 🌟🌟🌟 [LEGACY] β€” *Go to [Section](./aws-backup.md)*
-  - **(2026)** [Notary](https://github.com/notaryproject/notary) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [metacpan.org: a2p - Awk to Perl translator](https://metacpan.org/pod/App::a2p) 🌟🌟 [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [Linux-tutorial.info](https://www.linux-tutorial.info) 🌟🌟 [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [unixmages.com](https://unixmages.com) 🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [linuxhomenetworking.com](https://www.linuxhomenetworking.com) 🌟🌟 [LEGACY] β€” *Go to [Section](./linux.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)** [free-web-services.com](https://free-web-services.com) 🌟🌟 [LEGACY] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2024)** [riptutorial.com 🌟](https://riptutorial.com) 🌟🌟 [LEGACY] β€” *Go to [Section](./elearning.md)*
-  - **(2024)** [kube-fluentd-operator 🌟](https://github.com/vmware-archive/kube-fluentd-operator) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [El Carro: The Oracle Operator for Kubernetes 🌟](https://github.com/GoogleCloudPlatform/elcarro-oracle-operator) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Fabio Load Balancer 🌟](https://fabiolb.net) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2024)** [github.com/hygieia/Hygieia 🌟](https://github.com/hygieia/Hygieia) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [AWS Big Data Blog: Category - AWS Data Pipeline](https://aws.amazon.com/blogs/big-data/category/analytics/aws-data-pipeline) 🌟🌟 [LEGACY] β€” *Go to [Section](./aws-data.md)*
-  - **(2023)** [Red Hat Ansible Tower - Workshop and Demo](https://github.com/network-automation/toolkit) 🌟🌟 [LEGACY] [YAML/PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [run-x/opta: Opta - Supercharge DevOps on any cloud](https://github.com/run-x/opta) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [bridgecrewio/AirIAM](https://github.com/bridgecrewio/AirIAM) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [vogella.com](https://www.vogella.com/tutorials) 🌟🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./elearning.md)*
-  - **(2023)** [open-bootcamp.com](https://open-bootcamp.com) 🌟🌟 [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./elearning.md)*
-  - **(2022)** [OpenShift Online](https://www.redhat.com/en/technologies/cloud-computing/openshift) 🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2022)** [MagTape](https://github.com/tmobile/magtape) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Minnaker](https://github.com/armory/minnaker) 🌟🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [nirops/yakiapp](https://github.com/vivekagate/yakiapp) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)*
-  - **(2021)** [Gama: Terminal UI for GitHub Actions](https://github.com/termkit/gama) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [Apache Tomcat migration tool for Jakarta EE](https://github.com/apache/tomcat-jakartaee-migration) 🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - **(2021)** [InGate: Ingress & Gateway API Controller (Archived)](https://github.com/kubernetes-sigs/ingate) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [kim - The Kubernetes Image Manager](https://github.com/rancher/kim) 🌟🌟 [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [K3C](https://github.com/rancher/k3c) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.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)** [Corporate culture complicates Kubernetes and container collaboration 🌟](https://www.zdnet.com/article/corporate-culture-complicates-kubernetes-and-container-collaboration) 🌟🌟 [LEGACY] β€” *Go to [Section](./devops.md)*
-  - **(2020)** [GitHub Pull Request Builder Plugin](https://plugins.jenkins.io/ghprb) 🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [sKan](https://github.com/alcideio/skan) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [zdnet.com: Puppet introduces beta of cloud-native, event-driven DevOps program: Relay](https://www.zdnet.com/article/puppet-introduces-beta-of-cloud-native-event-driven-devops-program-relay) 🌟🌟 [LEGACY] β€” *Go to [Section](./devops-tools.md)*
-  - **(2020)** [github.com/keilerkonzept/aws-secretsmanager-files](https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [k8s-snapshots: Automatic Volume Snapshots on Kubernetes](https://github.com/miracle2k/k8s-snapshots) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2019)** [blog.openshift.com: OpenShift 4.2 vsphere install with static IPs 🌟](https://www.redhat.com/en/blog/openshift-4-2-vsphere-install-with-static-ips) 🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2019)** [Kubernetes v1.16 API deprecation testing](https://gist.github.com/jimangel/0014770713cdca8b363816930ef2520f) 🌟🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2018)** [blog.openshift.com: Installing OKD 3.10 on a Single Host 🌟](https://www.redhat.com/en/blog/installing-okd-3-10-on-a-single-host) 🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2018)** [youtube.com: OpenShift Origin is now OKD. Installation of OKD 3.10 from start to finish](https://www.youtube.com/watch?v=ZkFIozGY0IA) 🌟🌟 [LEGACY] β€” *Go to [Section](./openshift.md)*
-  - **(2018)** [github.com: Branch Cleanup Action 🌟](https://github.com/jessfraz/branch-cleanup-action) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [kube-batch](https://github.com/kubernetes-retired/kube-batch) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [fstab/cifs](https://github.com/fstab/cifs) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2015)** [Speed up pip install](https://blog.ionelmc.ro/2015/01/02/speedup-pip-install) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [sahilsk/awesome-jenkins](https://github.com/sahilsk/awesome-jenkins) 🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [mancubus77/awesome-sre](https://github.com/mancubus77/awesome-sre) 🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2024)** [Azure/aad-pod-identity)](https://github.com/Azure/aad-pod-identity) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [FairwindsOps/gonogo](https://github.com/FairwindsOps/gonogo) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kubeshop/kusk: use OpenAPI to configure Kubernetes](https://github.com/kubeshop/kusk) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [octant.dev](https://octant.dev) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [harness.io: What is a CI/CD Platform and why should I care? 🌟](https://www.harness.io/blog/what-is-cicd-platform-why-should-i-care) 🌟 [LEGACY] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [opensource.com: How the Kubernetes ReplicationController works](https://opensource.com/article/21/11/kubernetes-replicationcontroller) 🌟 [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [OpenShift Pipeline Library 🌟](https://github.com/redhat-cop/pipeline-library) 🌟 [COMMUNITY-TOOL] [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [Kubecrt](https://github.com/blendle/kubecrt) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.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)** [dcherman/image-cache-daemon](https://github.com/dcherman/image-cache-daemon) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [salesforce/Craft](https://github.com/salesforce/craft) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [caldito/soup](https://github.com/caldito/soup) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [Authorizing multi-language microservices with Louketo Proxy](https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [stackoverflow.blog: Using Kubernetes to rethink your system architecture and ease technical debt 🌟](https://stackoverflow.blog/2021/05/19/rethinking-system-architecture-can-kubernetes-help-to-solve-rewrite-anxiety) 🌟 [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2020)** [CVS plugin](https://plugins.jenkins.io/cvs) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [github.com/scorputty/packer-centos-awx](https://github.com/scorputty/packer-centos-awx) 🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [bul: Interactive TUI for Exploring Kubernetes Container Logs](https://github.com/ynqa/bul) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [ktx 🌟](https://github.com/vmware-archive/ktx) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Apache Reverse Proxy for Jenkins](https://github.com/nubenetes/apache-reverse-proxy-jenkins) 🌟 [LEGACY] [APACHECONF CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [mikzuit/fair-job-offer](https://github.com/mikzuit/fair-job-offer) 🌟 [LEGACY] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2020)** [github.com/IBM/CP4MCM-SDK : Business Partner App Integration with IBM MCM](https://github.com/IBM/CP4MCM-SDK) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2020)** [Metal Kubes](https://github.com/shank-git/metal-kubes) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2019)** [github.com/jsmartin/ansible-tower-packer](https://github.com/jsmartin/ansible-tower-packer) 🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2019)** [BitBucket Auto Merge](https://github.com/mikefrank-ca/bitbucket-auto-merge) 🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [PlasticSCM MergeBot Jenkins Plugin](https://plugins.jenkins.io/plasticscm-mergebot) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [chr-fritz/csi-sshfs](https://github.com/chr-fritz/csi-sshfs) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [stackoverflow: How to define BuildConfig object with Jenkins and openshift](https://stackoverflow.com/questions/52337851/how-to-define-buildconfig-object-with-jenkins-and-openshift) 🌟 [LEGACY] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [openshift-deployer](https://plugins.jenkins.io/openshift-deployer) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [slideshare.net: Git version control and trunk based approach with VSTS](https://www.slideshare.net/arunmurughan/git-version-control-and-trunk-based-approach-with-vsts) 🌟 [GUIDE] [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2018)** [Kubevol 🌟](https://github.com/bmaynard/kubevol) 🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [kubeswitch: Kubernetes Version Switcher 🌟](https://github.com/steamhaus/kubeswitch) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2011)** [twitter.com/commandlinefu10](https://x.com/commandlinefu10) 🌟 [LEGACY] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [**Conjure up**](https://canonical.com/juju) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [maven.apache.org: Maven Quick Reference Card](https://maven.apache.org/guides/MavenQuickReferenceCard.pdf) [LEGACY] [XML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [intellipaat.com: Jenkins Cheat Sheet 🌟](https://intellipaat.com/blog/tutorial/devops-tutorial/jenkins-cheat-sheet) [LEGACY] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [linuxhandbook.com: Yum Command Cheat Sheet](https://linuxhandbook.com/cheatsheets/yum) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [monodot.co.uk: openshift cheat sheet 4](https://monodot.co.uk/openshift-cheatsheet) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [github.com/kristofferandreasen/awesome-azure: Awesome Azure](https://github.com/kristofferandreasen/awesome-azure) [LEGACY] β€” *Go to [Section](./other-awesome-lists.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)** [awesomerank.github.io: janikvonrotz/awesome-powershell](https://awesomerank.github.io/lists/janikvonrotz/awesome-powershell.html) [LEGACY] β€” *Go to [Section](./other-awesome-lists.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)** [Eclipse MicroProfile Project](https://projects.eclipse.org/projects/technology.microprofile) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [Alcide Advisor: an agentless service for Kubernetes audit and compliance' that's built to ensure a frictionless and secured DevSecOps workflow](https://github.com/alcideio/advisor) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [dev.to: Detecting Kubernetes API Deprecations with pluto](https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [harness.io](https://www.harness.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [shuttleOps](https://www.shuttleops.io) [LEGACY] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Drone](https://www.drone.io) [LEGACY] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [slideshare.net/AmazonWebServices](https://www.slideshare.net/AmazonWebServices) [LEGACY] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [Building highly resilient applications with on-premises interdependencies using AWS Local Zones](https://aws.amazon.com/blogs/compute/building-highly-resilient-applications-with-on-premises-interdependencies-using-aws-local-zones) [LEGACY] β€” *Go to [Section](./aws.md)*
-  - **(2026)** [crunchtools.com: A Hacker’s Guide to Moving Linux Services into Containers. Epic 15 page blog post showing people how to move Wordpress (php), Mediawiki (php), and Request Tracker (perl) into containers](https://crunchtools.com/moving-linux-services-to-containers) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers](https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [**Red Hat Fuse**](https://www.redhat.com/en/products/application-foundations) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [**Syndesis** open source integration platform](https://syndesis.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [pulumi.com: Convert Your Terraform to Pulumi](https://www.pulumi.com/tf2pulumi) [LEGACY] [HCL CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [pulumi.com: From Kubernetes or Helm YAML](https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubernetes) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [kyverno.io: Check deprecated APIs 🌟](https://kyverno.io/policies/best-practices/check_deprecated_apis) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [OpenShift in Azure](https://learn.microsoft.com/en-us/azure/virtual-machines/linux/openshift-container-platform-4x) [LEGACY] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [Pivotal.io: Pivotal Container Service (PKS), owned by VMware](https://pivotal.io/platform/pivotal-container-service) [LEGACY] β€” *Go to [Section](./public-cloud-solutions.md)*
-  - **(2026)** [simplilearn.com: Top 40 Terraform Interview Questions and Answers for 2022](https://www.simplilearn.com/terraform-interview-questions-and-answers-article) [LEGACY] β€” *Go to [Section](./interview-questions.md)*
-  - **(2025)** [Cursor AI Fundamentals Course](https://cursor.com/es/learn) [GUIDE] [LEGACY] β€” *Go to [Section](./ai.md)*
-  - **(2025)** [Transitioning an Existing Azure Environment to the Azure Landing Zone Reference Architecture](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/ready/enterprise-scale/transition) [LEGACY] β€” *Go to [Section](./iac.md)*
-  - **(2025)** [Export Terraform Code from the Azure Portal](https://mattias.engineer/blog/2025/azure-portal-export-terraform) [LEGACY] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [LEGACY] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [gatling.io](https://gatling.io) [LEGACY] [SCALA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2025)** [PMEase QuickBuild](https://www.pmease.com) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [RESOURCE HUB: Eventos y webinars de AWS](https://aws.amazon.com/events) [LEGACY] β€” *Go to [Section](./aws-spain.md)*
-  - **(2024)** [simform.com: How to Implement DevOps for Enterprise?](https://www.simform.com/blog/devops-for-enterprise) [LEGACY] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [Mautic](https://github.com/mautic/docker-mautic) [LEGACY] [DOCKERFILE/SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [Jenkins BlueOcean 🌟](https://www.jenkins.io/doc/book/blueocean/getting-started) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [blueocean-rest: REST API for Blue Ocean](https://plugins.jenkins.io/blueocean-rest) [LEGACY] [JAVA 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)** [devops.com: Using jenkins configuration as code](https://devops.com/using-jenkins-configuration-as-code) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [artifacthub.io: Helm Charts - AWX](https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [JFrog ChartCenter](https://chartcenter.io) [LEGACY] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [learn.microsoft.com: Conditional Access templates](https://learn.microsoft.com/en-us/entra/identity/conditional-access/concept-conditional-access-policy-common) [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [techcommunity.microsoft.com: Azure Orphan Resources](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/azure-orphan-resources/3492198) [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [openservicemesh.io](https://openservicemesh.io) [LEGACY] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2024)** [Kubeval](https://teresaforcades.com/pensament/medicina.html) [LEGACY] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [techcommunity.microsoft.com: Simplifying Azure Kubernetes Service Authentication Part 2](https://techcommunity.microsoft.com/blog/appsonazureblog/simplifying-azure-kubernetes-service-authentication-part-2/4055332) [LEGACY] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Test an insecure registry 🌟](https://docs.docker.com/retired) [LEGACY] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [Semgrep](https://semgrep.dev) [LEGACY] [OCAML CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2024)** [Weave GitOps Enterprise](https://www.weave.works/product/gitops-enterprise) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2024)** [aws.amazon.com: Generate AWS CloudFormation templates and AWS CDK apps for existing AWS resources in minutes](https://aws.amazon.com/about-aws/whats-new/2024/02/aws-cloudformation-templates-cdk-apps-minutes) [LEGACY] β€” *Go to [Section](./aws-iac.md)*
-  - **(2023)** [serokell.io/blog/kubernetes-guide: A Guide to Kubernetes](https://serokell.io/blog/kubernetes-guide) [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devops.com: Updating and Managing Infrastructure-as-Code (IaC)](https://devops.com/updating-and-managing-infrastructure-as-code-iac) [LEGACY] β€” *Go to [Section](./iac.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)** [infracloud.io: 5 Tools to Auto-Generate Terraform Configuration Files 🌟](https://www.infracloud.io/blogs/auto-generate-terraform-configuration-files) [GUIDE] [LEGACY] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure infrastructure into Terraform HCL](https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653) [GUIDE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [cloud.redhat.com: OpenShift Virtualization on Amazon Web Services](https://www.redhat.com/en/blog/openshift-virtualization-on-amazon-web-services) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [unofficial-kubernetes.readthedocs.io](https://unofficial-kubernetes.readthedocs.io/en/latest) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [community.ibm.com: Red Hat Ansible Automation Platform on IBM Z and IBM LinuxONE is generally available now!](https://community.ibm.com/community/user/blogs/daniel-jast1/2023/12/07/red-hat-aap-on-ibm-z-and-linuxone) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [github.blog/developer-skills: 10 unexpected ways to use GitHub Copilot](https://github.blog/developer-skills/programming-languages-and-frameworks/10-unexpected-ways-to-use-github-copilot) [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2023)** [github.blog: Highlights from Git 2.40](https://github.blog/open-source/git/highlights-from-git-2-40) [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2023)** [insight-services-apac.github.io: Getting Started with Bicep](https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep) [LEGACY] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [techtarget.com: Get up to speed with PowerShell and the Microsoft Graph API](https://www.techtarget.com/searchwindowsserver/tutorial/Get-up-to-speed-with-PowerShell-and-the-Microsoft-Graph-API) [LEGACY] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [thenewstack.io: Growing Adoption of Observability Powers Business Transformation](https://thenewstack.io/growing-adoption-of-observability-powers-business-transformation) [LEGACY] β€” *Go to [Section](./monitoring.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)** [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)** [Rainbow Brackets](https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Babel JavaScript](https://marketplace.visualstudio.com/items?itemName=mgmcdermott.vscode-language-babel) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [leaddev.com: How to break the cycle of tech debt](https://leaddev.com/technical-direction/how-break-cycle-tech-debt) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [devops.com: Measuring Technical Debt](https://devops.com/measuring-technical-debt) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [n-ix.com: How to reduce your technical debt: An ultimate guide](https://www.n-ix.com/reduce-technical-debt) [GUIDE] [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [thenewstack.io: Disaster Recovery Is Different for the Cloud](https://thenewstack.io/disaster-recovery-is-different-for-the-cloud) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [AWS App2Container: Migrate your Applications to Containers at Scale](https://aws.amazon.com/blogs/architecture/migrate-your-applications-to-containers-at-scale) [LEGACY] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2023)** [Let’s Architect! Architecting microservices with containers](https://aws.amazon.com/blogs/architecture/lets-architect-architecting-microservices-with-containers) [LEGACY] β€” *Go to [Section](./aws-architecture.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)** [Announcing CDK Migrate: A single command to migrate to the AWS CDK](https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2023)** [Implementing a custom Kubernetes authentication method](https://learnkube.com/kubernetes-custom-authentication) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2023)** [Bridge to Kubernetes 🌟🌟](https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2023)** [devblogs.microsoft.com: Introducing Compatible Packages on NuGet.org](https://devblogs.microsoft.com/dotnet/introducing-compatible-frameworks-on-nuget-org) [LEGACY] β€” *Go to [Section](./dotnet.md)*
-  - **(2022)** [Demo/Evaluation Installations](https://spinnaker.io/docs/setup/install) [LEGACY] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane](https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [deloitte.com: Infrastructure as Code (IaC) con Terraform](https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/infrastructure-as-code-iac-con-terraform.html) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Getting Started with KubeVirt Containers and Virtual Machines Together](https://www.redhat.com/en/blog/getting-started-with-kubevirt) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [developers.redhat.com: A developer's guide to CI/CD and GitOps with Jenkins Pipelines](https://developers.redhat.com/articles/2022/01/13/developers-guide-cicd-and-gitops-jenkins-pipelines) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [infracloud.io: Migrating Jenkins Freestyle Job to Multibranch Pipeline 🌟](https://www.infracloud.io/blogs/jenkins-freestyle-pipeline-migration) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [galaxy.ansible.com/geerlingguy/awx 🌟](https://galaxy.ansible.com/geerlingguy/awx) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [gmaster](https://gmaster.io) [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2022)** [dynatrace.com: Why conventional observability fails in Kubernetes environmentsβ€”A real-world use case 🌟](https://www.dynatrace.com/news/blog) [LEGACY] β€” *Go to [Section](./monitoring.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)** [thenewstack.io: Want Real Cybersecurity Progress? Redefine the Security Team](https://thenewstack.io/want-real-cybersecurity-progress-redefine-the-security-team) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [devops.com: How to Seamlessly Transition to DevSecOps](https://devops.com/how-to-seamlessly-transition-to-devsecops) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [cequence.ai: The OWASP API Security Top 10 From a Real-World Perspective](https://www.cequence.ai/blog/owasp-api-security-top-10-from-a-real-world-perspective) [LEGACY] β€” *Go to [Section](./devsecops.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)** [youtube: Create a Jenkins Pipeline on Kubernetes with CI/CD Pipeline Template in KubeSphere](https://www.youtube.com/watch?v=MU5LdM83x9s&ab_channel=KubeSphere) [GUIDE] [LEGACY] [GROOVY/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [giantswarm.io:](https://www.giantswarm.io/blog/turtles-all-the-way-down-are-still-just-turtles-giant-swarm) [LEGACY] [GO/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [datree.io: EKS 1.22 Upgrade Tutorial](https://www.datree.io/resources/eks-1-22-upgrade-tutorial) [GUIDE] [LEGACY] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [macchaffee.com: The Fumbled Deprecation of PodSecurityPolicies](https://www.macchaffee.com/blog/2022/psp-deprecation) [LEGACY] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [realpython.com: How to Get a List of All Files in a Directory With Python](https://realpython.com/get-all-files-in-directory-python) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [Mulesoft](https://www.mulesoft.com) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [cbui.dev: Every company has an "old" production AWS account](https://www.cbui.dev/every-company-has-an-old-production-aws-account) [LEGACY] β€” *Go to [Section](./aws-architecture.md)*
-  - **(2022)** [stackoverflow.blog: The Great Resignation is here. What does that mean for developers? 🌟](https://stackoverflow.blog/2022/12/28/the-great-resignation-is-here-what-does-that-mean-for-developers) [LEGACY] β€” *Go to [Section](./recruitment.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)** [aws.amazon.com/app-mesh](https://aws.amazon.com/app-mesh) [LEGACY] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2022)** [Serverless: The Future of Software Architecture?](https://acg-notice.pluralsight.com) [LEGACY] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [cast.ai: Kubernetes Security: 10 Best Practices from the Industry and Community 🌟](https://cast.ai/blog/kubernetes-security-10-best-practices) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [armosec.io: NSA & CISA Kubernetes Hardening Guide – what is new with version 1.1](https://www.armosec.io/blog/nsa-cisa-kubernetes-hardening-guide) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [loft.sh: Kubernetes and LDAP: Enterprise Authentication for Kubernetes](https://www.vcluster.com/blog/kubernetes-and-ldap-enterprise-authentication-for-kubernetes) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2022)** [Pod Security Policy (SCC in OpenShift) 🌟](https://kubernetes.io/docs/concepts/security/pod-security-policy) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(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€” *Go to [Section](./gitops.md)*
-  - **(2021)** [blogs.sap.com: A Practical Guide to DevOps for SAP ERP](https://blogs.sap.com/2021/12/13/a-practical-guide-to-devops-for-sap-erp) [LEGACY] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [developers.redhat.com: Message broker integration made simple with Red Hat Fuse](https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [devops.com: Measuring the Progress of the OpenTelemetry Project](https://devops.com/measuring-the-progress-of-the-opentelemetry-project) [LEGACY] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift Virtualization](https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Modernizing applications with Apache Camel, JavaScript, and Red Hat OpenShift](https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: How to switch container runtime in a Kubernetes cluster](https://dev.to/stack-labs/how-to-switch-container-runtime-in-a-kubernetes-cluster-1628) [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [wideops.com: Kubernetes best practices: Setting up health checks with readiness and liveness probes](https://wideops.com) [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Probes: Startup, Liveness, Readiness](https://itnext.io/kubernetes-probes-startup-liveness-readiness-a9fc9ccff4b2) [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [Atlassian Confluence6](https://github.com/nubenetes/confluence6-atlassian) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to send email notification in Jenkins using Groovy Script?](https://automationreinvented.blogspot.com/2021/06/how-to-send-email-notification-in.html) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [infoworld.com: Continuous integration with Docker and Jenkins](https://www.infoworld.com/article/2270388/continuous-integration-with-docker-and-jenkins.html) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [blogs.sap.com: SAP Cloud Integration automated testing using Jenkins and Pipeline as a Code approach](https://blogs.sap.com/2021/07/29/sap-cloud-integration-automated-testing-using-jenkins-and-pipeline-as-a-code-approach) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Presentation: NADOG - Evolution of open source CI/CD tools - Oleg Nenashev 🌟](https://docs.google.com/presentation/d/17bQ30ycAUB-k4YZ4dC23cxNiNChvRRQO7_6FNGcS0j4/edit?usp=sharing) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [jenkins.io: Deprecating non-Java plugins](https://www.jenkins.io/blog/2021/12/22/deprecated-ruby-runtime) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [marcobehler.com: Java Versions and Features 🌟](https://www.marcobehler.com/guides/a-guide-to-java-versions-and-features) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental approach using Jakarta EE and MicroProfile](https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade the legacy Java application to Jakarta EE](https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [spring.io: A Java 17 and Jakarta EE 9 baseline for Spring Framework 6](https://spring.io/blog/2021/09/02/a-java-17-and-jakarta-ee-9-baseline-for-spring-framework-6) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Quarkus for Spring developers: Getting started 🌟](https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [Red Hat Thorntail](https://thorntail.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [redhat.com: How to write an Ansible plugin to create inventory files](https://www.redhat.com/en/blog/ansible-plugin-inventory-files) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [youtube: Ansible Collections 🌟](https://www.youtube.com/watch?app=desktop&v=AXnDrGgLaF0&feature=share&ab_channel=RobertdeBock) [GUIDE] [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [linuxtechi.com: How to Use Loops in Ansible Playbook](https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [Ansible Tower Docs](https://legacy-controller-docs.ansible.com/ansible-tower) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [maquinasvirtuales.eu: Docker Swarm: Instalar Ansible AWX](https://www.maquinasvirtuales.eu/docker-swarm-instalar-ansible-awx) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [vagrant: ansible tower](https://portal.cloud.hashicorp.com/vagrant/discover/ansible/tower) [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [r-bloggers.com: Git: Moving from Master to Main](https://www.r-bloggers.com/2021/10/git-moving-from-master-to-main) [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Kubesurveyor 🌟](https://github.com/viralpoetry/kubesurveyor) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [pan-net-security/kcount](https://github.com/pan-net-security/kcount) [LEGACY] [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)** [docs.fluxcd.io](https://docs.fluxcd.io/en/1.22.2) [LEGACY] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [theregister.com: Microsoft Azure deprecations: API changes will break applications and PowerShell scripts](https://www.theregister.com/off-prem/2021/09/03/microsoft-azure-deprecations-api-changes-will-break-applications-and-powershell-scripts/748744) [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [speakerdeck.com: Deployment Scripting != Continuous Delivery](https://speakerdeck.com/devopslx/cd-and-optimized-cloud-spend?slide=12) [LEGACY] β€” *Go to [Section](./cicd.md)*
-  - **(2021)** [thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors](https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Mininimum elasticsearch requirement is 6.2.x or higher](https://www.elastic.co/support/matrix) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.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)** [blog.cloudsigma.com: Kubernetes DNS Service: A Beginner’s Guide](https://blog.cloudsigma.com/kubernetes-dns-service-a-beginners-guide) [LEGACY] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [GitOps secret management with bitnami-labs Sealed Secret and GoDaddy Kubernetes External Secrets 🌟](https://www.redhat.com/en/blog/gitops-secret-management) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [containerjournal.com: The What and Why of Cloud-Native Security](https://cloudnativenow.com/editorial-calendar/cloud-native-security/the-what-and-why-of-cloud-native-security) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: Find Vulnerabilities in Container Images with Docker Scan](https://thenewstack.io/find-vulnerabilities-in-container-images-with-docker-scan) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [thenewstack.io: How GitOps Benefits from Security-as-Code](https://thenewstack.io/how-gitops-benefits-from-security-as-code) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [infracloud.io: Kubernetes Pod Security Policies with Open Policy Agent](https://www.infracloud.io/blogs/kubernetes-pod-security-policies-opa) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(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) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights for EKS](https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [techcommunity.microsoft.com: Containerize and migrate applications to AKS with the Azure Migrate’s new App Containerization tool](https://techcommunity.microsoft.com/blog/azuremigrationblog/containerize-and-migrate-applications-to-aks-with-the-azure-migrate%e2%80%99s-new-app-co/2178551) [LEGACY] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [kubesphere.io: Install Kubernetes 1.22 and containerd the Easy Way with kubekey](https://kubesphere.io/blogs/install-kubernetes-containerd) [GUIDE] [LEGACY] [GO/YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Compare tools for multi-cloud Kubernetes management 🌟](https://www.techtarget.com/searchcloudcomputing/tip/Compare-tools-for-multi-cloud-Kubernetes-management) [LEGACY] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Kubernetes + Rancher Cluster Manager 2.6 on your macOS laptop with k3d/k3s in 5 min](https://itnext.io/kubernetes-rancher-cluster-manager-2-6-on-your-macos-laptop-with-k3d-k3s-in-5-min-8acdb94f3376) [LEGACY] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [sysdig.com: Kubernetes 1.22 – What’s new?](https://www.sysdig.com/blog/kubernetes-1-22-whats-new) [LEGACY] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [blog.aquasec.com: Kubernetes Version 1.23: What's New for Security?](https://blog.aquasec.com/kubernetes-version-1.23-security-features) [LEGACY] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2021)** [redhat.com: 5 Linux network troubleshooting commands 🌟](https://www.redhat.com/en/blog/five-network-commands) [LEGACY] β€” *Go to [Section](./linux.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)** [itsfoss.com/exa](https://itsfoss.com/exa) [GUIDE] [LEGACY] [RUST CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [AWS re:Post – A Reimagined Q&A Experience for the AWS Community](https://aws.amazon.com/blogs/aws/aws-repost-a-reimagined-qa-experience-for-the-aws-community) [LEGACY] β€” *Go to [Section](./aws.md)*
-  - **(2021)** [returngis.net: Crea hosts de Docker con Docker Machine en Microsoft Azure](https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure) [GUIDE] [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [thenewstack.io: Part 1: The Evolution of Data Pipeline Architecture](https://thenewstack.io/part-1-the-evolution-of-data-pipeline-architecture) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Db2 and Oracle connectors coming to Debezium 1.4 GA](https://developers.redhat.com/blog/2021/03/25/db2-and-oracle-connectors-coming-to-debezium-1-4-ga) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [kai-waehner.de: App Modernization and Hybrid Cloud Architectures with Apache Kafka](https://www.kai-waehner.de/blog/2021/03/10/apache-kafka-app-modernization-legacy-hybrid-cloud-native-architecture) [GUIDE] [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [devclass.com: Apache Kafka 2.8.0 previews life without ZooKeeper](https://www.devclass.com/databases/2021/04/20/apache-kafka-280-previews-life-without-zookeeper/1627009) [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [cortex.dev: How to build a pipeline to retrain and deploy models](https://www.cortex.dev/post/how-to-build-a-pipeline-to-retrain-and-deploy-models) [LEGACY] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [overops.com: Strangler Pattern: How to Deal With Legacy Code During the Container Revolution](https://www.harness.io/products/service-reliability-management) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [thenewstack.io: Monoliths to Microservices: 4 Modernization Best Practices](https://thenewstack.io/monoliths-to-microservices-4-modernization-best-practices-2) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [devops.com: Function Automates Conversion of Java Apps to Microservices](https://devops.com/vfunction-automates-conversion-of-java-apps-to-microservices) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [devops.com: Best of 2021 – Transform Legacy Java Apps to Microservices](https://devops.com/transform-legacy-java-apps-to-microservices) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [thenewstack.io: vFunction Transforms Monolithic Java to Microservices](https://thenewstack.io/vfunction-transforms-monolithic-java-to-microservices) [LEGACY] β€” *Go to [Section](./introduction.md)*
-  - **(2021)** [cribl.io: Using Prometheus for Agentless Monitoring](https://cribl.io/blog/using-prometheus-for-agentless-monitoring) [LEGACY] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [Google Calendar appointment slots](https://support.google.com/calendar/answer/190998) [LEGACY] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(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) [LEGACY] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2021)** [acloudguru.com: What is lift and shift cloud migration?](https://www.pluralsight.com/resources/blog/business-and-leadership/what-is-lift-and-shift-cloud-migration) [LEGACY] β€” *Go to [Section](./faq.md)*
-  - **(2021)** [thenewstack.io: The Next Step after DevOps and GitOps Is Cloud Engineering, Pulumi Says](https://thenewstack.io/the-next-step-after-devops-and-gitops-is-cloud-engineering-pulumi-says) [LEGACY] β€” *Go to [Section](./pulumi.md)*
-  - **(2021)** [Setting Up the Jenkins Plugin for AWS CodeDeploy](https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy) [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [thenewstack.io: A Digital Transformation Journey in the Banking Sector](https://thenewstack.io/a-digital-transformation-journey-in-the-banking-sector) [LEGACY] β€” *Go to [Section](./api.md)*
-  - **(2021)** [Amazon EFS with Amazon ECS and AWS Fargate – Part 1](https://aws.amazon.com/es/blogs/containers/developers-guide-to-using-amazon-efs-with-amazon-ecs-and-aws-fargate-part-1) [LEGACY] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [developers.redhat.com: Getting started with Buildah](https://developers.redhat.com/blog/2021/01/11/getting-started-with-buildah) [LEGACY] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Using Podman and Docker Compose](https://www.redhat.com/en/blog/podman-docker-compose) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [opensource.com: Run a Linux virtual machine in Podman](https://opensource.com/article/21/7/linux-podman) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [palaemon.io](https://palaemon.io) [LEGACY] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [rancher.com: Enhancing Kubernetes Security with Pod Security Policies, Part 1](https://www.suse.com/c/rancher_blog/enhancing-kubernetes-security-with-pod-security-policies-part-1) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [developer.squareup.com: Kubernetes Pod Security Policies (PSP)](https://developer.squareup.com/blog/kubernetes-pod-security-policies) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [tetrate.io: VM to container communications 101](https://tetrate.io/blog) [LEGACY] β€” *Go to [Section](./istio.md)*
-  - **(2021)** [blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 🌟](https://www.crunchydata.com/blog/crunchy-postgres-operator-4.6.0) [LEGACY] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0 Released](https://www.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released) [LEGACY] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Can't Resize your Postgres Kubernetes Volume? No Problem!](https://www.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [weave.works: Ops Automation - GitOps in the Modern Enterprise](https://www.weave.works/blog/gitops-in-the-modern-enterprise) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [thenewstack.io: A Look at GitOps for the Modern Enterprise 🌟](https://thenewstack.io/a-look-at-gitops-for-the-modern-enterprise) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [sufle.io: Adopting GitOps for Enhanced Operations](https://www.sufle.io/blog/adopting-gitops-for-enhanced-operations) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [ibm.com: Enable GitOps](https://www.ibm.com/garage) [GUIDE] [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [**KubeFed Operator**](https://operatorhub.io/operator/kubefed-operator) [COMMUNITY-TOOL] [LEGACY] [GO CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2021)** [deloitte.com: Bringing Agile benefits to a waterfall project](https://www.deloitte.com/us/en/insights/industry/government-public-sector-services.html) [LEGACY] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction, Architecture, Hands-On](https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers) [GUIDE] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2020)** [Bringing Kubernetes’ goodness to Windows Server apps with Anthos](https://cloud.google.com/blog/topics/anthos/windows-server-support-comes-to-anthos-on-prem) [LEGACY] β€” *Go to [Section](./GoogleCloudPlatform.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)** [youtube: CI CD Pipeline Using Jenkins | Continuous Integration and Deployment using Azure Devops | K21Academy](https://www.youtube.com/watch?v=LhB8-sAx3pM&ab_channel=K21Academy) [LEGACY] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Mostrando resultados de Jenkins en Grafana mediante InfluxDB 🌟](https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Kubernetes workshop in a box](https://archive.kabisa.nl/tech/k8s-workshop-in-a-box) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Migration Toolkit for Applications: Getting Started](https://developers.redhat.com/products/mta/getting-started) [LEGACY] [JAVA 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)** [DockerHub OpenShift Demos](https://hub.docker.com/u/openshiftdemos) [LEGACY] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [CodeReady Containers - Red Hat Decision Manager Install Demo](https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: Set up Minishift and run Jenkins on Linux](https://opensource.com/article/20/11/minishift-linux) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./demos.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)** [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)** [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)** [arnaudlheureux.io: Migrating Azure CAF landing zones to Terraform 0.13](https://www.arnaudlheureux.io/2020/10/02/migrating-azure-caf-landing-zones-on-terraform-0-13) [GUIDE] [LEGACY] β€” *Go to [Section](./terraform.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [containerjournal.com: Red Hat Integrates KubeVirt With Kubernetes Management Platform From SAP](https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-integrates-kubevirt-with-kubernetes-management-platform-from-sap) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(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€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [jenkins.io 2020-05-06: Slave to Agent renaming. Renaming of the official Docker images for Jenkins agents](https://www.jenkins.io/blog/2020/05/06/docker-agent-image-renaming) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [On Jenkins Terminology Updates](https://www.jenkins.io/blog/2020/06/18/terminology-update) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [blogs.sap.com: Continuous quality using plugins and Jenkins (ABAP & UI5)](https://blogs.sap.com/2020/10/18/continuous-quality-using-plugins-and-jenkins-abap-ui5) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es-es/insights/blog) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [thenewstack.io: Red Hat Brings Ansible Automation to Kubernetes 🌟](https://thenewstack.io/red-hat-brings-ansible-automation-to-kubernetes) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Red Hat Ansible Automation Platform 1.2](https://www.redhat.com/en/blog/now-available-red-hat-ansible-automation-platform-1.2) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com/blog/topic/ansible-tower](https://www.redhat.com/en/blog/channel/red-hat-ansible-automation) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [hub.helm.sh 🌟](https://hub.helm.sh) [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [New Location For Stable and Incubator Charts](https://helm.sh/blog/new-location-stable-incubator-charts) [LEGACY] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [github.com/OvidiuBorlean/kubectl-windumps](https://github.com/OvidiuBorlean/kubectl-windumps) [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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: Learn how to deploy and manage Azure resources with ARM templates](https://www.thomasmaurer.ch/2020/12/learn-how-to-deploy-and-manage-azure-resources-with-arm-templates) [LEGACY] β€” *Go to [Section](./azure.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)** [**OpenTracing.io**](https://opentracing.io) [LEGACY] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [network-king.net: IoT use in healthcare grows but has some pitfalls](https://network-king.net/iot-use-in-healthcare-grows-but-has-its-pitfalls) [LEGACY] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [Supporting the Evolving Ingress Specification in Kubernetes 1.18](https://kubernetes.io/blog/2020/06/05/supporting-the-evolving-ingress-specification-in-kubernetes-1.18) [LEGACY] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [Reduxio](https://www.reduxio.com) [LEGACY] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [digitalvarys.com: Simple Introduction to HashiCorp Vault](https://digitalvarys.com/simple-introduction-to-hashicorp-vault) [LEGACY] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [docs.microsoft.com: Create an HTTPS ingress controller on Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/previous-versions/azure/aks/ingress-tls) [LEGACY] [YAML/BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into AWS ECS and Fargate](https://www.infoq.com/news/2020/07/docker-ecs-plugin) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [wheel replaces Python's eggs](https://wheel.readthedocs.io/en/stable) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [tecmint: How to Install Apache Kafka in CentOS/RHEL 7](https://www.tecmint.com/install-apache-kafka-in-centos-rhel) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [linkedin.com: How to Move From a β€œWait for it...” Batch-Processing Culture to a β€œGet It Now” Real-Time Data Culture](https://www.linkedin.com/pulse/how-move-from-wait-batch-processing-culture-get-now-tomsen-bukovec) [LEGACY] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [grafana-6.7.2-1.x86_64.rpm](https://grafana.com) [LEGACY] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [github.com/mlabouardy: Grafana Dashboards](https://github.com/mlabouardy/grafana-dashboards) [LEGACY] [JSON CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2020)** [telegraf-1.14.0-1 (rpm)](https://www.influxdata.com/time-series-platform/telegraf) [LEGACY] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [Universal Control Plane overview](https://docs.docker.com) [LEGACY] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2020)** [Fabric8](https://fabric8.io) [COMMUNITY-TOOL] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [AWS Cloud Networking – Zero to Hero](https://www.netdesignarena.com/index.php/2020/04/15/new-blog-series-aws-cloud-networking-zero-to-hero) [LEGACY] β€” *Go to [Section](./aws-networking.md)*
-  - **(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) [LEGACY] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts 🌟](https://github.com/dvob/k8s-s2s-auth) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [kubernetes login](https://blog.christianposta.com/kubernetes/logging-into-a-kubernetes-cluster-with-kubectl) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [containerjournal.com: How to Secure Your Kubernetes Cluster 🌟](https://cloudnativenow.com/topics/cloudnativesecurity/how-to-secure-your-kubernetes-cluster) [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [github.com/askmeegs/learn-istio 🌟](https://github.com/askmeegs/learn-istio) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [The PostgreSQL Operator Installer with kubectl](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/postgres-operator) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [weave.works: What Is GitOps?](https://www.weave.works/blog/what-is-gitops-really) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [slideshare: GitOps, Jenkins X & Future of CI/CD](https://slideshare.net/rakutentech/gitops-jenkins-x-future-of-cicd) [LEGACY] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [galaxy.ansible.com/mkgin/vmware-harbor](https://galaxy.ansible.com/mkgin/vmware-harbor) [LEGACY] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [nexus3-cli.readthedocs.io](https://nexus3-cli.readthedocs.io/en/latest) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [itsfoss.com: Gitter: A Cross-Platform Open Source Community Platform for Developers](https://itsfoss.com/gitter) [LEGACY] β€” *Go to [Section](./project-management-tools.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)** [developers.redhat.com: Podman and Buildah for Docker users 🌟](https://developers.redhat.com/blog/2019/02/21/podman-and-buildah-for-docker-users) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [openshift.com: Demystifying Multus 🌟](https://www.redhat.com/en/blog/demystifying-multus) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [Running Jenkins on Java 11 🌟](https://www.jenkins.io/doc/administration/requirements/jenkins-on-java-11) [LEGACY] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [All You Need To Know For Migrating To Java 11](https://nipafx.dev/java-11-migration-guide) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [github.com/jkosik: helm-decomposer](https://github.com/jkosik/helm-decomposer) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2019)** [github.com/ibuildthecloud/wtfk8s](https://github.com/ibuildthecloud/wtfk8s) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [mvark.blogspot.com: Comparison of Azure Front Door, Traffic Manager, Application Gateway & Load Balancer](https://mvark.blogspot.com/2019/12/comparison-of-azure-front-door-traffic.html) [LEGACY] β€” *Go to [Section](./azure.md)*
-  - **(2019)** [opensource.com: An introduction to Markdown](https://opensource.com/article/19/9/introduction-markdown) [LEGACY] β€” *Go to [Section](./mkdocs.md)*
-  - **(2019)** [History of Microservices](https://docs.google.com/presentation/d/1DFy4ZZdsK2ftREetv_f52E-caZXOGX6GvgzGQlfSLfE/edit?usp=sharing) [LEGACY] β€” *Go to [Section](./faq.md)*
-  - **(2019)** [From monolith to containers: How Verizon containerized legacy applications on OpenShift 🌟](https://www.youtube.com/watch?v=Q6i0LK4vHsU) [LEGACY] β€” *Go to [Section](./faq.md)*
-  - **(2019)** [allthingsdistributed.com: Redefining application communications with AWS App Mesh](https://www.allthingsdistributed.com/2019/03/redefining-application-communications-with-aws-app-mesh.html) [LEGACY] β€” *Go to [Section](./istio.md)*
-  - **(2019)** [Quay 3.0 released in May 2019](https://www.redhat.com/en/blog/introducing-red-hat-quay-3-registry-your-linux-and-windows-containers) [LEGACY] β€” *Go to [Section](./registries.md)*
-  - **(2019)** [Quay 3.1 Certified Operator is not available in Openshift and must be purchased](https://www.redhat.com/en/technologies/cloud-computing/quay) [LEGACY] β€” *Go to [Section](./registries.md)*
-  - **(2019)** [mramanathan/ansible-harbor](https://github.com/mramanathan/ansible-harbor) [LEGACY] [YML CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2019)** [hackermoon.com: cleanup old docker images from nexus repository](https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2018)** [github.com/paulczar/k8s-spring-petclinic](https://github.com/paulczar/k8s-spring-petclinic) [LEGACY] [SHELL 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)*
-  - **(2018)** [OpenShift and Network Security Zones: Coexistence Approaches 🌟🌟🌟](https://www.redhat.com/en/blog/openshift-and-network-security-zones-coexistence-approaches) [CASE STUDY] [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2018)** [grafana.com/docs/v5.4/](https://archive.grafana.com/docs/grafana/v5.4) [LEGACY] β€” *Go to [Section](./ocp4.md)*
-  - **(2018)** [opensource.com - Introduction to writing pipelines-as-code and implementing DevOps with Jenkins 2](https://opensource.com/article/18/8/devops-jenkins-2) [LEGACY] β€” *Go to [Section](./jenkins.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)** [RedHat’s WildFly Swarm](https://wildfly-swarm.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [CI/CD with fabric8](https://fabric8.io/guide/cdelivery.html) [LEGACY] [GROOVY CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [Microsoft Visual Studio Team Services (VSTS) Tutorial: The Cloud ALM Platform](https://www.softwaretestinghelp.com/microsoft-vsts-tutorial-1) [LEGACY] β€” *Go to [Section](./git.md)*
-  - **(2018)** [k8s-harness 🌟](https://github.com/carlosonunez/k8s-harness) [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Generally Available today: Red Hat OpenShift Container Platform 3.11 is ready to power enterprise Kubernetes deployments 🌟](https://www.redhat.com/en/blog/generally-available-today-red-hat-openshift-container-platform-311-ready-power-enterprise-kubernetes-deployments) [LEGACY] β€” *Go to [Section](./monitoring.md)*
-  - **(2018)** [POKE - Provision Opinionated Kubernetes on EKS](https://github.com/bit-cloner/poke) [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2018)** [Adoption of Cloud-Native Architecture, Part 1: Architecture Evolution and Maturity](https://www.infoq.com/articles/cloud-native-architecture-adoption-part1) [LEGACY] β€” *Go to [Section](./faq.md)*
-  - **(2018)** [aws.amazon.com: AWS Quick Start (OpenShift 3.11 on AWS)](https://aws.amazon.com/solutions) [LEGACY] [CLOUDFORMATION CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2018)** [Youtube: BMW enables the BMW Group to deliver the continuous service that today's consumers expect (video starts at 1:29:00)](https://www.youtube.com/watch?time_continue=5340&v=FUu4kMc0PL8) [LEGACY] β€” *Go to [Section](./customer.md)*
-  - **(2018)** [Setting Up a Kubernetes Cluster on Ubuntu 18.04](https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04) [LEGACY] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2018)** [blog.openshift.com/: Using OpenShift 3 on your **local environment** 🌟](https://blog.openshift.com/using-openshift-3-on-your-local-environment) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2017)** [slideshare.net: CI/CD with Openshift and Jenkins 🌟](https://www.slideshare.net/arilivigni/cicd-with-openshift-and-jenkins) [GUIDE] [LEGACY] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2017)** [linuxctl.com: Ansible - Interacting with external REST API](https://linuxctl.com/2017/01/ansible---interacting-with-external-rest-api) [LEGACY] β€” *Go to [Section](./ansible.md)*
-  - **(2017)** [Installing and Configuring Django Web Framework with Virtual Environments in CentOS/Debian](https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2017)** [New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour](https://developer.amazon.com) [GUIDE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [simple-talk.com: Script Loading between HTTP/1.1 and HTTP/2](https://www.red-gate.com/simple-talk/development/dotnet-development/script-loading-between-http1-1-and-http2) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2016)** [Stop writing code that will break on Python 4!](https://astrofrog.github.io/blog/2016/01/12/stop-writing-python-4-incompatible-code) [LEGACY] β€” *Go to [Section](./python.md)*
-  - **(2016)** [AWS Summit Series 2016 | London: Deep Dive on Elastic Load Balancing](https://www.youtube.com/watch?v=HinwLb2lpLQ) [LEGACY] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [NGINX Plus on the AWS Cloud: Quick Start Reference Deployment](https://aws.amazon.com/about-aws/whats-new/2016/09/nginx-plus-on-the-aws-cloud-quick-start-reference-deployment) [LEGACY] β€” *Go to [Section](./aws-networking.md)*
-  - **(2016)** [AWS Application Discovery Service](https://docs.aws.amazon.com/application-discovery/latest/userguide/what-is-appdiscovery.html) [LEGACY] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [blog.rackspace.com: Patch and AMI Management for Windows on AWS](https://blog.rackspace.com/patch-and-ami-management-for-windows-on-aws) [LEGACY] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [Trainline.com dumps Oracle and Microsoft, gulps AWS Kool-Aid](https://www.theregister.co.uk/2016/07/13/trainline_dumps_oracle_microsoft_goes_full_aws_cto_interview) [LEGACY] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [Jillegal OffHeap Module](https://github.com/serkan-ozal/jillegal) [EMERGING] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2016)** [Using Docker Machine with AWS](https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2016)** [cmder 🌟](https://cmder.net) [LEGACY] β€” *Go to [Section](./linux-dev-env.md)*
-  - **(2015)** [ref 7](https://hub.docker.com/r/jbrisbin/spring-petclinic) [LEGACY] [DOCKERFILE CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2015)** [github.com/rakyll/fake-it-til-you-make-it](https://github.com/rakyll/fake-it-til-you-make-it) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2015)** [TaskBuster Django Tutorial, made with Django 1.8 and Python 3](https://www.marinamele.com/taskbuster-django-tutorial) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [slideshare: Varnish - Tips & Tricks - 4Developers 2015](https://www.slideshare.net/piotrpasich/varnish-47199139) [LEGACY] β€” *Go to [Section](./caching.md)*
-  - **(2014)** [Official Jenkins Docker image](https://github.com/michaelneale/jenkins-ci.org-docker) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2014)** [Python 3.4 Programming Tutorials - YouTube](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [linuxjournal.com: AWS EC2 VPC CLI](https://www.linuxjournal.com/content/aws-ec2-vpc-cli) [LEGACY] β€” *Go to [Section](./aws-networking.md)*
-  - **(2014)** [Free eGuide: JVM Troubleshooting Guide](https://freepromagazine.blogspot.de/2014/07/free-eguide-jvm-troubleshooting-guide.html) [GUIDE] [LEGACY] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2013)** [Slideshare: Introduction to Redis](https://www.slideshare.net/dvirsky/introduction-to-redis) [LEGACY] β€” *Go to [Section](./caching.md)*
-  - **(2013)** [AWS OpsWorks](https://aws.amazon.com) [LEGACY] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2011)** [How Garbage Collection differs in the three big JVMs](https://apmblog.dynatrace.com/2011/05/11/how-garbage-collection-differs-in-the-three-big-jvms) [LEGACY] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - [medium.com/linux-shots: Find Deprecated API Resources used in a Kubernetes' Cluster](https://medium.com/linux-shots/find-deprecated-api-resources-used-in-a-kubernetes-cluster-44756c1126c8) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes.md)*
-  - [Zepto is a lightweight framework for the development of microservices & web services in golang](https://github.com/go-zepto/zepto) [COMMUNITY-TOOL] [EMERGING] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [dev.to: Deploying Your First Golang Webapp](https://dev.to/heroku/deploying-your-first-golang-webapp-11b3) [GUIDE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [rakyll/go-test-trace 🌟](https://github.com/rakyll/go-test-trace) [COMMUNITY-TOOL] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [luk4z7/go-concurrency-guide: Go Concurrency Guide 🌟](https://github.com/luk4z7/go-concurrency-guide) [COMMUNITY-TOOL] [GUIDE] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [devops.com: Using LLMs to Automate Pipeline Conversions From Legacy to' Tekton](https://devops.com/using-llms-to-automate-pipeline-conversions-from-legacy-to-tekton) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./tekton.md)*
-  - [mixi-developers.mixi.co.jp: Comparing External Secrets Operator with Secret' Storage CSI as Kubernetes External Secrets is Deprecated](https://mixi-developers.mixi.co.jp/compare-eso-with-secret-csi-402bf37f20bc?gi=a7ce4398a8d7) [COMMUNITY-TOOL] [LEGACY] β€” *Go to [Section](./kubernetes-security.md)*
-  - [Modernize database stored procedures to use Amazon Aurora PostgreSQL federated queries, pg_cron, and AWS Lambda](https://aws.amazon.com/blogs/database/modernize-database-stored-procedures-to-use-amazon-aurora-postgresql-federated-queries-pg_cron-and-aws-lambda) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.md)*
-  - [AWS Database Migration Service](https://aws.amazon.com/blogs/aws/aws-database-migration-service) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.md)*
-  - [Migrating a commercial database to open source with AWS SCT and AWS DMS](https://aws.amazon.com/blogs/database/migrating-a-commercial-database-to-open-source-with-aws-sct-and-aws-dms) [ENTERPRISE-STABLE] [LEGACY] β€” *Go to [Section](./aws-databases.md)*
-  - [AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization](https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.md)*
-  - [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) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.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)*
 
+*... and 495 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -15697,27 +930,27 @@
 ## Spanish Content
 
 

-Click to view 212 resources under Spanish Content
+Click to view top 100 of 212 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)** [==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)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
+  - **(2026)** [==Helm==](https://nubenetes.com/helm/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
   - **(2026)** [==codely.tv==](https://codely.com/en) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./elearning.md)*
-  - **(2026)** [==Gradle Cheat Sheets==](https://nubenetes.com/cheatsheets/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./jenkins.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)** [==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](./golang.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)*
   - **(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)** [**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)*
+  - **(2026)** [**Keptn**](https://nubenetes.com/keptn/) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./devops-tools.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)*
+  - **(2024)** [**redhat.com: OpenShift Backup and Recovery with Kasten K10**](https://www.redhat.com/es/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SPANISH CONTENT] β€” *Go to [Section](./ansible.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)*
   - **(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)*
   - **(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)*
@@ -15732,27 +965,27 @@
   - **(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)** [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)*
   - **(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)*
   - **(2026)** [systemadmin.es](https://systemadmin.es) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(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)*
+  - **(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](./azure.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)*
   - **(2023)** [valenciaplaza.com: El IIS La Fe liderarΓ‘ la direcciΓ³n cientΓ­fica del Nodo Central del Atlas de ImΓ‘genes en CΓ‘ncer](https://valenciaplaza.com/iis-fe-liderara-direccion-cientifica-nodo-central-atlas-imagenes-cancer) 🌟🌟🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./customer.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)*
   - **(2022)** [cronista.com: CΓ³mo identificar a un mal jefe y quΓ© errores no pueden cometer hoy los lΓ­deres](https://www.cronista.com/apertura/empresas/como-identificar-a-un-mal-jefe-y-que-errores-no-pueden-cometer-hoy-los-lideres) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [elconfidencial.com: La mejor forma de decirle a tu jefe que estΓ‘s hasta arriba y no puedes mΓ‘s con tanto trabajo](https://www.elconfidencial.com/alma-corazon-vida/2022-02-14/jefe-trabajo-empleo-quemado-no-puedes_3372444) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(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)** [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)** [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)** [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)** [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)** [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)** [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)*
@@ -15766,14 +999,14 @@
   - **(2018)** [mamaqueesscrum.com: MamÑ… ΒΏQuΓ© es Scrum?](https://mamaqueesscrum.com/2018/11/12/labores-que-un-product-owner-deberia-hacer-que-no-aparecen-en-la-scrum-guide) 🌟🌟🌟 [LEGACY] [ES CONTENT] β€” *Go to [Section](./project-management-methodology.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)*
   - **(2023)** [open-bootcamp.com](https://open-bootcamp.com) 🌟🌟 [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./elearning.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)*
+  - **(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)*
+  - **(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)*
   - **(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)** [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)*
+  - **(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)*
   - **(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)*
   - **(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)*
   - **(2020)** [BBVA - DevOps: quΓ© es y cΓ³mo mejorar los procesos gracias a esta estrategia](https://www.bbva.com/es/innovacion/devops-que-es-y-como-mejorar-los-procesos-gracias-a-esta-estrategia) 🌟 [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devops.md)*
@@ -15789,129 +1022,18 @@
   - **(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)** [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)** [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)** [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)** [explore.skillbuilder.aws: AWS Skill Builder - IntroducciΓ³n a AWS Data Pipeline (EspaΓ±ol LatinoamΓ©rica) | AWS Technical Essentials (Spanish from Latin America) - Free](https://skillbuilder.aws/search?searchText=aws-technical-essential-spanish-from-latin-america&showRedirectNotFoundBanner=true) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./aws-training.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](./elearning.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)** [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)** [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)** [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)** [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)*
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-  - **(2023)** [dev.to/aws-builders: Un Modelo de EDA: Event Driven Architectures](https://dev.to/aws-builders/un-modelo-de-eda-event-driven-architectures-4d9f) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [elespanol.com: Mainframe: repaso de pasado y futuro a una tecnologΓ­a de 1944 que se resiste a morir](https://www.elespanol.com/invertia/disruptores/grandes-actores/tecnologicas/20230416/mainframe-repaso-pasado-futuro-tecnologia-resiste-morir/756174490_0.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [enriquedans.com: El desastre del software y la automociΓ³n](https://www.enriquedans.com/2023/12/el-desastre-del-software-y-la-automocion.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [genbeta.com/a-fondo: Cinco repositorios de GitHub tan buenos que son imprescindibles si estΓ‘s aprendiendo o te dedicas a programar](https://www.genbeta.com/desarrollo/cinco-repositorios-github-buenos-que-imprescindibles-estas-aprendiendo-te-dedicas-a-programar-1) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [welivesecurity.com: La ofuscaciΓ³n de cΓ³digo: un arte que reina en la ciberseguridad](https://www.welivesecurity.com/es/recursos-herramientas/ofuscacion-de-codigo-arte-ciberseguridad) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(2023)** [AWS Cloud Practitioner - Curso Completo 2023](https://www.youtube.com/watch?v=zQyrhjEAqLs) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./introduction.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)*
   - **(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)** [businessinsider.es: MentΓ­ en mi currΓ­culum para conseguir un trabajo mejor pagado y creo que otros deberΓ­an hacer lo mismo](https://www.businessinsider.es/desarrollo-profesional/menti-mi-cv-conseguir-mejor-trabajo-recomiendo-otros-1226162) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2023)** [sincrogo.com: Teletrabajo desde EspaΓ±a para el extranjero: ΒΏdΓ³nde hay que tributar?](https://sincro.es/blog/actualidad-fiscal-contable/teletrabajo-desde-espana-para-el-extranjero-donde-hay-que-tributar) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2023)** [New IAMCTL tool compares multiple IAM roles and policies](https://aws.amazon.com/es/blogs/security/new-iamctl-tool-compares-multiple-iam-roles-and-policies) [COMMUNITY-TOOL] [ENGLISH/SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2023)** [blog.hubspot.es: Matriz RACI: quΓ© es y cΓ³mo utilizarla para asignar responsabilidades](https://blog.hubspot.es/marketing/matriz-raci) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2023)** [blog.hubspot.es: MVP: 3 pasos para desarrollar un Producto mΓ­nimo viable](https://blog.hubspot.es/sales/producto-minimo-viable) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.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-training.md)*
-  - **(2022)** [geekflare.com: Diez mejores prΓ‘cticas de Kubernetes para una mejor orquestaciΓ³n de contenedores](https://geekflare.com/es/kubernetes-best-practices) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [terraform-infraestructura.readthedocs.io](https://terraform-infraestructura.readthedocs.io/es/latest) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [deloitte.com: Infrastructure as Code (IaC) con Terraform](https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/infrastructure-as-code-iac-con-terraform.html) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [xataka.com: GitHub Copilot, el asistente para programar basado en IA, ya estΓ‘ disponible para todos: cuΓ‘nto cuesta y quienes lo pueden usar gratis](https://www.xataka.com/aplicaciones/github-copilot-asistente-para-escribir-codigo-basado-ia-esta-disponible-para-todos-esto-que-costara) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [genbeta.com: Ya hay organizaciones pro-software libre abandonando GitHub por su uso comercial de proyectos open source en Copilot](https://www.genbeta.com/desarrollo/hay-organizaciones-pro-software-libre-abandonando-github-su-uso-comercial-proyectos-open-source-copilot) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [xataka.com: Copilot es una revoluciΓ³n para programadores (pero tambiΓ©n un potencial problema legal para Microsoft)](https://www.xataka.com/robotica-e-ia/copilot-revolucion-para-programadores-tambien-potencial-problema-legal-para-microsoft) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.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)** [jmfloreszazo.com: GIT Mejores prΓ‘cticas: CHERRY-PICKING](https://jmfloreszazo.com/git-mejores-practicas-cherry-picking) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [returngis.net: Configurar mΓ‘s de un Application Gateway con AGIC para AKS](https://www.returngis.net/2022/05/configurar-mas-de-un-application-gateway-con-agic-para-aks) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [returngis.net: Desescalar nodos de AKS apagando las mΓ‘quinas en lugar de eliminarlas](https://www.returngis.net/2022/04/desescalar-nodos-de-aks-apagando-las-maquinas-en-lugar-de-eliminarlas) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [genbeta.com: Ocho canales de YouTube para aprender Python desde cero hasta nivel experto](https://www.genbeta.com/a-fondo/ocho-canales-youtube-para-aprender-python-cero-nivel-experto-1) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(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)** [blogs.elconfidencial.com: Luca de Meo y Lawrence Stroll: por quΓ© el ego es el peor enemigo del gestor en la FΓ³rmula 1](https://www.elconfidencial.com/deportes/tribuna/2022-08-03/alpine-aston-martin-lawrence-stroll-luca-de-meo_3470693) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [expansion.com: El 'amiguismo' en las relaciones de trabajo](https://www.expansion.com/expansion-empleo/desarrollo-de-carrera/2022/01/28/61f40e29e5fdea61738b45aa.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [xataka.com: La guerra de talento en el sector tecnolΓ³gico amenaza la viabilidad de muchas pymes espaΓ±olas: cada vez les resulta mΓ‘s difΓ­cil retener a los seniors](https://www.xataka.com/empresas-y-economia/guerra-talento-sector-tecnologico-amenaza-viabilidad-muchas-pymes-espanolas-cada-vez-les-resulta-dificil-retener-a-seniors) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [xataka.com: La Gran Renuncia estΓ‘ ganando terreno en EspaΓ±a, pero hay dos barreras: salarios bajos e indemnizaciones](https://www.xataka.com/empresas-y-economia/gran-renuncia-esta-ganando-terreno-espana-hay-dos-barreras-salarios-bajos-ley-laboral) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(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) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [lavanguardia.com: CΓ³mo saber si tu jefe es un "ahuyenta talentos" que puede frustrar tu carrera](https://www.lavanguardia.com/vivo/psicologia/20220225/8079133/trabajo-laboral-jefe-talento-trabajadores-nbs.html) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [bbc.com: QuΓ© son las "habilidades blandas" y por quΓ© cada vez mΓ‘s compaΓ±Γ­as se fijan en ellas al contratar](https://www.bbc.com/mundo/vert-cap-62340757) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(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) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [genbeta.com: Twitter quiere contratar a ingenieros de Microsoft: asΓ­ es la prueba que les hacen pasar antes de nada, incluso a los senior](https://www.genbeta.com/actualidad/twitter-quiere-contratar-a-ingenieros-microsoft-asi-prueba-que-les-hacen-pasar-antes-nada-incluso-a-senior) [COMMUNITY-TOOL] [ES CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2022)** [Kubernetes para principiantes - La guΓ­a definitiva para principiantes absolutos](https://www.youtube.com/playlist?list=PLaR6Rq6Z4IqcKOKT4c0uGkBt3YSRQ9S5v&si=qGpgMP56yagniZx8) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2022)** [genbeta.com: El teletrabajo lleva a la gente a pasar mΓ‘s tiempo conectada y trabajando. Un experto da claves para evitar el agotamiento](https://www.genbeta.com/a-fondo/dar-flexibilidad-obligar-a-desconexion-teletrabajo-claves-para-mejorar-productividad-tu-equipo-trabajo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2022)** [deloitte.com: Fargate con EKS](https://www.deloitte.com/es/es/services/consulting/blogs/todo-tecnologia/fargate-con-eks.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [xataka.com: Por quΓ© Amazon ha elegido AragΓ³n para instalar sus tres primeros centros de datos en EspaΓ±a](https://www.xataka.com/servicios/que-amazon-ha-elegido-aragon-para-instalar-sus-tres-primeros-centros-datos-espana) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-spain.md)*
-  - **(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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-spain.md)*
-  - **(2022)** [business.vogue.es: AdiΓ³s a los jefes tΓ³xicos: este es el nuevo tipo de liderazgo gentil que triunfa](https://www.vogue.es/lideres) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [bloo.media: Producto MΓ­nimo Viable ΒΏQuΓ© es y cΓ³mo crearlo?](https://bloo.media/blog/producto-minimo-viable-mvp) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [gammaux.com: CΓ³mo definir un Minimum Viable Product (MVP)](https://www.gammaux.com/blog/como-definir-un-minimum-viable-product-mvp) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [dev.to: Construyendo un MVP sin base de datos](https://dev.to/sergomz/construyendo-un-mvp-sin-base-de-datos-1i4k) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2022)** [isprox.com: 16 Estilos de liderazgo: ΒΏcuΓ‘l es mΓ‘s efectivo?](https://isprox.com/es/16-estilos-liderazgo-cual-es-mas-efectivo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [anderfernandez.com: CΓ³mo automatizar un script de Python en Google Cloud](https://anderfernandez.com/blog/automatizar-script-python-google-cloud) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [amazon.com: Red Hat OpenShift Service on AWS Now GA](https://aws.amazon.com/es/blogs/aws/red-hat-openshift-service-on-aws-now-generally-availably) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [aws.amazon.com: Red Hat OpenShift Service on AWS: architecture and networking](https://aws.amazon.com/es/blogs/containers/red-hat-openshift-service-on-aws-architecture-and-networking) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [hipertextual.com: GitHub une fuerzas con OpenIA para crear una inteligencia artificial capaz de autocompletar cΓ³digo](https://hipertextual.com/2021/06/github-inteligencia-artificial-autocompletar-codigo) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [xataka.com: Para quΓ© programar cuando una mΓ‘quina lo hace (un poco) por ti: asΓ­ es Github Copilot, un sistema que se nutre del prodigioso GPT-3](https://www.xataka.com/robotica-e-ia/programar-cuando-maquina-hace-poco-ti-asi-github-copilot-sistema-que-se-nutre-prodigioso-gpt-3) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [xataka.com: Llevo algunos dΓ­as usando Copilot de GitHub para programar y esta es mi experiencia](https://www.xataka.com/robotica-e-ia/llevo-algunos-dias-usando-copilot-github-para-programar-esta-mi-experiencia) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [midu.dev: Buenas prΓ‘cticas para escribir commits en Git](https://midu.dev/buenas-practicas-escribir-commits-git) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [jmfloreszazo.com: Flujos de trabajo de git](https://jmfloreszazo.com/flujos-de-trabajo-de-git) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [youtube: GitHub Masterclass (Spanish) 🌟](https://www.youtube.com/playlist?list=PL0pgb_7nDofA1hJpkpPf4qHQTYZbPVT5M) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [returngis.net: ReplicaciΓ³n de blobs entre dos cuentas de Azure Storage en dos tenants diferentes](https://www.returngis.net/2021/06/replicacion-de-blobs-entre-dos-cuentas-de-azure-storage-en-dos-tenants-diferentes) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2021)** [elconfidencial.com: ΒΏQuΓ© negociar en el acuerdo de teletrabajo? GuΓ­a prΓ‘ctica para empresas y empleados](https://www.elconfidencial.com/juridico/2021-09-27/negociar-acuerdo-teletrabajo-guia-practica-empresas_3295723) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(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) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2021)** [redeszone.net: No configurar bien la nube es culpable de la mayorΓ­a de vulnerabilidades](https://www.redeszone.net/noticias/seguridad/configurar-mal-nube-vulnerabilidades) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [returngis.net: Azure Application Gateway con WAF y wildcard + Nginx Controller para AKS](https://www.returngis.net/2021/11/azure-application-gateway-con-waf-y-wildcard-nginx-controller-para-aks) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Diferencias entre servidor proxy y servidor proxy inverso](https://www.redeszone.net/tutoriales/servidores/diferencias-proxy-vs-proxy-inverso) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [returngis.net: Reduce el tamaΓ±o de tus imΓ‘genes con Dockerfiles multi-stage](https://www.returngis.net/2021/08/reduce-el-tamano-de-tus-imagenes-con-dockerfiles-multi-stage) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [returngis.net: Crea hosts de Docker con Docker Machine en Microsoft Azure](https://www.returngis.net/2021/08/crea-hosts-de-docker-con-docker-machine-en-microsoft-azure) [GUIDE] [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [returngis.net: Explorar grΓ‘ficamente el contenido de un volumen de Docker](https://www.returngis.net/2021/08/explorar-graficamente-el-contenido-de-un-volumen-de-docker) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [linuxadictos.com: Docker presenta nuevas capacidades para desarrolladores](https://www.linuxadictos.com/docker-presenta-nuevas-capacidades-para-desarrolladores.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [genbeta.com: Python se convierte en el lenguaje de programaciΓ³n mΓ‘s popular segΓΊn el Γ­ndice TIOBE: adiΓ³s al largo reinado de C](https://www.genbeta.com/actualidad/python-se-convierte-lista-tiobe-lenguaje-popular-red-superando-incluso-a-c) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [returngis.net: Gestionar recursos de Kubernetes con Python](https://www.returngis.net/2021/08/gestionar-recursos-de-kubernetes-con-python) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [elespanol.com: QuΓ© tipos de jefes hay y cΓ³mo trabajar con ellos sin desfallecer: los consejos de Maribel Garben](https://www.elespanol.com/reportajes/20211211/tipos-trabajar-sin-desfallecer-consejos-maribel-garben/633687616_0.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [meet-in.es: Β«Para liderar a largo plazo hay que ser buena personaΒ»](https://www.meet-in.es/para-liderar-a-largo-plazo-hay-que-ser-buena-persona) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [magnet.xataka.com: La "gran renuncia" americana, o cΓ³mo los trabajadores se han hartado del sistema y estΓ‘n dejando sus empleos](https://www.xataka.com/magnet/gran-renuncia-americana-como-trabajadores-se-han-hartado-sistema-estan-dejando-sus-empleos) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [blogs.elconfidencial.com: El talento atrofiado: por quΓ© en EspaΓ±a escasean los profesionales de alto nivel](https://www.elconfidencial.com/tecnologia/tribuna/2021-06-02/talento-informatica-startups-silicon-valley-google_3112087) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [xataka.com: La Gran Renuncia: en EEUU los empleados estΓ‘n dejando en masa sus trabajos, la gran pregunta es si veremos esto (y cuΓ‘ndo) en EspaΓ±a](https://www.xataka.com/pro/gran-renuncia-eeuu-empleados-estan-dejando-masa-sus-trabajos-gran-pregunta-veremos-esto-cuando-espana) [COMMUNITY-TOOL] [SPANISH CONTENT] 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)** [es.euronews.com: La Gran Renuncia: ΒΏpuede llegar la revoluciΓ³n laboral de EE. UU. a Europa?](https://es.euronews.com/next/2021/11/25/la-gran-renuncia-puede-llegar-la-revolucion-laboral-de-ee-uu-a-europa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2021)** [esquire.com: ΒΏPor quΓ© tu empresa no quiere que teletrabajes?](https://www.esquire.com/es/trabajo/a37314227/teletrabajo-volver-oficina) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./remote-tech-jobs.md)*
-  - **(2021)** [keepler.io: Gestionando el control de accesos en nuestro data lake en AWS](https://keepler.io/es/2021/03/15/gestionando-el-control-de-accesos-en-nuestro-data-lake-en-aws) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [Bring your own CLI to Session Manager with configurable shell profiles](https://aws.amazon.com/es/blogs/mt/bring-your-own-cli-session-manager-configurable-shell-profiles) [COMMUNITY-TOOL] [ENGLISH/SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [viewnext.com: ΒΏQuΓ© es GitOps?](https://www.viewnext.com/que-es-gitops) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [rockcontent.com: mejor las responsabilidades con la Matriz RACI](https://analoghq.ai/blog/es/matriz-raci) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [jaumepujolcapllonch.com: La matriz RACI y la asignación de responsabilidades](https://www.jaumepujolcapllonch.com/la-matriz-raci-y-la-asignacion-de-responsabilidades) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [lavanguardia.com: Los estilos de liderazgo mΓ‘s apreciados por los empleados](https://www.lavanguardia.com/vivo/20211113/7856878/cualidades-mas-valoran-empleados-jefe-pmv.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [businessinsider.es: "Estoy atrapado en unos hΓ‘bitos poco saludables y me siento abrumado por todo lo que tengo que hacer, ΒΏcΓ³mo puedo aprender a decir no?"](https://www.businessinsider.es/desarrollo-profesional/tan-dificil-decir-no-jefe-965459) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [businessinsider.es: AsΓ­ es como tu educaciΓ³n te ha moldeado sutilmente para que nunca consigas ascender en el trabajo](https://www.businessinsider.es/desarrollo-profesional/razon-nunca-consigues-ascender-trabajo-conseguir-mejor-sueldo-970737) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2021)** [euroresidentes.com: La intimidaciΓ³n verbal en la empresa](https://www.euroresidentes.com/empresa/exito-empresarial/la-intimidacin-verbal-en-la-empresa) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2020)** [Mostrando resultados de Jenkins en Grafana mediante InfluxDB 🌟](https://www.enmilocalfunciona.io/mostrando-resultados-de-jenkins-en-grafana-mediante-influxdb) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [revistacloudcomputing.com: Los mejores proveedores de Kubernetes](https://www.revistacloudcomputing.com/2020/09/los-mejores-proveedores-de-kubernetes) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [returngis.net: Pruebas de vida de nuestros contenedores en Kubernetes](https://www.returngis.net/2020/02/pruebas-de-vida-de-nuestros-contenedores-en-kubernetes) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [adictosaltrabajo.com: CΓ³mo crear y desplegar microservicios con Spring Boot, Spring Cloud Netflix y Docker](https://adictosaltrabajo.com/2020/12/22/como-crear-y-desplegar-microservicios-con-spring-boot-spring-cloud-netflix-y-docker) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [Red Hat OpenShift Container Platform Takes Digital Innovation into the Fast Lane with Major European Automaker](https://www.redhat.com/es/about/press-releases/red-hat-openshift-container-platform-takes-digital-innovation-fast-lane-major-european-automaker) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./customer.md)*
-  - **(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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [youtube: OpenShift Commons En Vivo - KubeInit con Maria Bracho, Scott McCarty, and Carlos Camacho (Red Hat, Spanish) 🌟](https://www.youtube.com/watch?v=9_6H7Ahsdm4&ab_channel=OpenShift) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [gazafatonarioit.com: Entiende el MVP (Producto MΓ­nimo Viable) y por quΓ© prefiero Producto que se pueda probar, utilizar y adorar mΓ‘s temprano](https://www.gazafatonarioit.com/2020/09/entiende-el-mvp-producto-minimo-viable.html) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
-  - **(2018)** [Creando un API REST en Java (parte 1)](https://www.oscarblancarteblog.com/2018/06/25/creando-un-api-rest-en-java-parte-1) [COMMUNITY-TOOL] [GUIDE] [SPANISH CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2018)** [Oracle Database Encryption Options on Amazon RDS](https://aws.amazon.com/es/blogs/apn/oracle-database-encryption-options-on-amazon-rds) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2016)** [adictosaltrabajo.com: MonitorizaciΓ³n y anΓ‘lisis de rendimiento de aplicaciones con Dynatrace APM](https://adictosaltrabajo.com/2016/10/26/monitorizacion-y-analisis-de-rendimiento-de-aplicaciones-con-dynatrace) [COMMUNITY-TOOL] [GUIDE] [ES CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2016)** [Amazon Inspector Announces General Availability for Windows](https://aws.amazon.com/es/about-aws/whats-new/2016/08/amazon-inspector-announces-general-availability-for-windows) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2014)** [Cambios importantes en la gestiΓ³n de memoria de Java 8 de Oracle](https://karunsubramanian.com/websphere/one-important-change-in-memory-management-in-java-8) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - [dev.to: Create a Restful API with Golang from scratch 🌟](https://dev.to/pacheco/create-a-restful-api-with-golang-from-scratch-42g2) [ENTERPRISE-STABLE] [GUIDE] [ES CONTENT] β€” *Go to [Section](./golang.md)*
-  - [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) [COMMUNITY-TOOL] [SPANISH CONTENT] β€” *Go to [Section](./chatgpt.md)*
-  - [Amazon RDS Proxy – Now Generally Available](https://aws.amazon.com/es/blogs/aws/amazon-rds-proxy-now-generally-available) [DE FACTO STANDARD] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.md)*
-  - [AWS Schema Conversion Tool now supports conversions from Oracle DW and Teradata to Amazon Redshift, Embedded Code Conversion, and Cloud native Code Optimization](https://aws.amazon.com/es/about-aws/whats-new/2016/07/aws-schema-conversion-tool-now-supports-conversions-from-oracle-dw-and-teradata-to-amazon-redshift-embedded-code-conversion-and-cloud-native-code-optimization) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.md)*
-  - [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) [LEGACY] [SPANISH CONTENT] β€” *Go to [Section](./aws-databases.md)*
 
+*... and 112 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -15955,7 +1077,6 @@
   - **(2025)** [free-web-services.com](https://free-web-services.com) 🌟🌟 [LEGACY] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
   - **(2023)** [geeksforgeeks.org: Difference between REST API and SOAP API](https://www.geeksforgeeks.org/websites-apps/difference-between-rest-api-and-soap-api) 🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
   - **(2016)** [The State of Real-Time Web in 2016](https://banksco.de/p/state-of-realtime-web-2016.html) 🌟🌟 [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [Cloudbees Flow](https://www.cloudbees.com/capabilities/continuous-delivery) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2026)** [krisp](https://krisp.ai) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2026)** [Zoom](https://www.zoom.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2026)** [Slack](https://slack.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
@@ -15966,6 +1087,7 @@
   - **(2026)** [Readwise](https://readwise.io) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2026)** [Instapaper](https://www.instapaper.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
   - **(2026)** [Matter](https://www.getmatter.com) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./workfromhome.md)*
+  - **(2026)** [Cloudbees Flow](https://www.cloudbees.com/capabilities/continuous-delivery) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(2024)** [lambdatest.com: 21 Of The Best Jenkins Alternatives For Developers](https://www.testmuai.com/blog/best-jenkins-alternatives) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(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) [COMMUNITY-TOOL] [AGNOSTIC CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
   - **(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)*
@@ -16079,7 +1201,7 @@
 ## Bash Content
 
 

-Click to view 117 resources under Bash Content
+Click to view top 100 of 117 resources under Bash Content
 
   - **(2026)** [==fubectl==](https://github.com/kubermatic/fubectl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
@@ -16113,40 +1235,33 @@
   - **(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)*
   - **(2020)** [itnext.io: How to create Kubernetes home lab on an old laptop with K3s](https://itnext.io/how-to-create-kubernetes-home-lab-on-an-old-laptop-1de6cc12c13e) 🌟🌟🌟 [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./kubernetes.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)*
+  - **(2021)** [azohra/yaml.sh](https://github.com/azohra/yaml.sh) 🌟🌟 [EMERGING] [BASH CONTENT] β€” *Go to [Section](./yaml.md)*
   - **(2024)** [bejarano.io/terraform-plan-light: terraform plan -light 🌟](https://www.bejarano.io/terraform-plan-light) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2024)** [piotrminkowski.com: Getting Started with Azure Kubernetes Service 🌟](https://piotrminkowski.com/2024/02/05/getting-started-with-azure-kubernetes-service) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
   - **(2024)** [fosstechnix.com: Install Prometheus and Grafana on Ubuntu 24.04 LTS 🌟](https://www.fosstechnix.com/install-prometheus-and-grafana-on-ubuntu-24-04) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./prometheus.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)** [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)** [virtualizationhowto.com: Kubernetes Best Kubernetes Management Tools in' 2023](https://www.virtualizationhowto.com/2023/08/best-kubernetes-management-tools-in-2023) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2023)** [coruzant.com/appdev: Kubernetes Management: Tools and Best Practices](https://coruzant.com/appdev/kubernetes-management-tools-and-best-practices) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [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)** [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)** [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)** [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)** [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)** [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)** [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)*
   - **(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)** [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)** [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)** [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)** [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)** [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)** [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Getting started with Windows Containers on Azure Kubernetes Service](https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node pool 🌟](https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [community.ops.io: One day I woke up to a crashed AKS cluster and this is what I did to get it back to life](https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(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: 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)** [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)** [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)** [blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with examples](https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-examples) [COMMUNITY-TOOL] [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)*
@@ -16156,16 +1271,17 @@
   - **(2022)** [redhat.com: Bash scripting: How to read data from text files](https://www.redhat.com/en/blog/data-text-files) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2022)** [datafix.com.au: BASHing data - Data ops on the Linux command line 🌟](https://datafix.com.au/BASHing) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2022)** [redhat.com: How to customize VM and cloud images with guestfish](https://www.redhat.com/en/blog/customize-vm-cloud-images-guestfish) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.md)*
+  - **(2022)** [docs.microsoft.com: Start and stop an Azure Kubernetes Service (AKS) node pool 🌟](https://learn.microsoft.com/en-us/azure/aks/start-stop-nodepools) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2022)** [community.ops.io: One day I woke up to a crashed AKS cluster and this is what I did to get it back to life](https://community.ops.io/javi_labs/one-day-wake-up-to-a-crashed-aks-cluster-and-this-is-what-i-did-to-get-it-back-to-life-1592) [COMMUNITY-TOOL] [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)** [pixelrobots.co.uk: Bring your own Container Network Interface (CNI) plugin with Azure Kubernetes Service (AKS) (PREVIEW)](https://pixelrobots.co.uk/2022/04/bring-your-own-container-network-interface-cni-plugin-with-azure-kubernetes-service-aks-preview) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(2022)** [dev.to: Getting started with Windows Containers on Azure Kubernetes Service](https://dev.to/rdvansloten/getting-started-with-windows-containers-on-azure-kubernetes-service-46ce) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
+  - **(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: 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)*
   - **(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)** [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)** [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)** [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)** [tigera.io: Turbocharging AKS networking with Calico eBPF](https://www.tigera.io/blog/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)** [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)*
@@ -16184,21 +1300,11 @@
   - **(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)*
-  - **(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)*
-  - **(2020)** [freecodecamp.org: The Linux Command Handbook 🌟](https://www.freecodecamp.org/news/the-linux-commands-handbook) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./linux.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)** [digitalocean.com: How To Speed Up Static Web Pages with Varnish Cache Server on Ubuntu 20.04](https://www.digitalocean.com/community/tutorials/how-to-speed-up-static-web-pages-with-varnish-cache-server-on-ubuntu-20-04) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2019)** [techbeatly.com: How to create, increase or decrease project quota](https://techbeatly.com/how-to-create-increase-or-decrease-project-quota-in-openshift) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2018)** [github.com/rothgar/bashScheduler](https://github.com/rothgar/bashScheduler) [EMERGING] [BASH CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [blog.openshift.com/: Using OpenShift 3 on your **local environment** 🌟](https://blog.openshift.com/using-openshift-3-on-your-local-environment) [GUIDE] [LEGACY] [BASH CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2016)** [Using Docker Machine with AWS](https://blog.scottlowe.org/2016/03/22/using-docker-machine-with-aws) [LEGACY] [BASH CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2015)** [gist.github.com/JamesMGreene: A comparison of using `git flow` commands' versus raw `git` commands](https://gist.github.com/JamesMGreene/cdd0ac49f90c987e45ac) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2015)** [commandlinefu.com: pip install into current directory without virtualenv](https://www.commandlinefu.com/commands/view/17656/pip-install-into-current-directory-without-virtualenv) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [Removing the last commit](https://gist.github.com/CrookedNumber/8964442) [COMMUNITY-TOOL] [GUIDE] [BASH CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [Setting up Python on OSX: UPDATED](https://staticnat.com/setting-up-python-on-osx) [COMMUNITY-TOOL] [BASH CONTENT] β€” *Go to [Section](./python.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)** [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)*
 
+*... and 17 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -16257,17 +1363,17 @@
   - **(2024)** [github.com/Azure-Samples/azure-ai-studio-secure-bicep](https://github.com/Azure-Samples/azure-ai-studio-secure-bicep) 🌟🌟 [COMMUNITY-TOOL] [BICEP CONTENT] β€” *Go to [Section](./azure.md)*
   - **(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 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)*
+  - **(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](./cloud-asset-inventory.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](./azure.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 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)** [insight-services-apac.github.io: Getting Started with Bicep](https://blog.insight-services-apac.dev/2023/12/04/getting-started-bicep) [LEGACY] [BICEP CONTENT] β€” *Go to [Section](./azure.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)** [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](./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)*
 
@@ -16283,9 +1389,9 @@
 Click to view 29 resources under C Content
 
   - **(2026)** [==graphviz.org==](https://graphviz.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [==memcached.org==](https://memcached.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2026)** [==Netdata==](https://github.com/netdata/netdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2026)** [==TDengine==](https://github.com/taosdata/TDengine) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [==memcached.org==](https://memcached.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2025)** [==neovim==](https://neovim.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2024)** [==percona/pg_stat_monitor==](https://github.com/percona/pg_stat_monitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./databases.md)*
   - **(2019)** [==crun==](https://github.com/containers/crun) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C CONTENT] β€” *Go to [Section](./container-managers.md)*
@@ -16296,21 +1402,21 @@
   - **(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)** [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)*
   - **(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)*
-  - **(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)*
+  - **(2025)** [HAProxy](https://www.haproxy.org) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./caching.md)*
   - **(2023)** [Redis](https://redis.io) [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)*
   - **(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)** [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)** [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)*
+  - **(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)** [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)** [SystemTap](https://sourceware.org/systemtap) [COMMUNITY-TOOL] [C CONTENT] β€” *Go to [Section](./qa.md)*
 
 
 
@@ -16356,7 +1462,7 @@
   - **(2025)** [Promitor 🌟](https://promitor.io) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./prometheus.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)*
-  - **(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)** [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](./developerportals.md)*
   - **(2024)** [dotnet.microsoft.com: What is Xamarin?](https://dotnet.microsoft.com/en-us/apps/xamarin) [COMMUNITY-TOOL] [C# CONTENT] β€” *Go to [Section](./xamarin.md)*
   - **(2024)** [Paradigm framework](https://www.paradigm.net.co) [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)*
@@ -16407,12 +1513,12 @@
 

 Click to view 23 resources under C++ Content
 
+  - **(2026)** [==Ceph: A Distributed Object, Block, and File Storage Platform==](https://github.com/ceph/ceph) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./cloud-asset-inventory.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](./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)*
-  - **(2024)** [==Windows Package Manager CLI (aka winget)==](https://github.com/microsoft/winget-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [C++ CONTENT] β€” *Go to [Section](./azure.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)*
   - **(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)*
@@ -16425,8 +1531,8 @@
   - **(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)** [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)** [sapling-scm.com](https://sapling-scm.com/docs/introduction) [COMMUNITY-TOOL] [C++ CONTENT] β€” *Go to [Section](./git.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)*
@@ -16587,9 +1693,9 @@
   - **(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)** [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 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)*
+  - **(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)*
   - **(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)*
@@ -16640,7 +1746,7 @@
   - **(2019)** [==noidea.dog/glue: Being Glue==](https://www.noidea.dog/glue) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2023)** [**businessinsider.com: I'm an ex-Amazon senior leader. Here's why layoffs keep happening and why ambitious managers are fueling them**](https://www.businessinsider.com/amazon-reason-for-layoffs-former-senior-tech-leader-2023-5) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.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)** [**codefresh.io: Using a Kanban board to manage and promote Helm Releases 🌟**](https://octopus.com/devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./gitops.md)*
+  - **(2022)** [**codefresh.io: Using a Kanban board to manage and promote Helm Releases 🌟**](https://octopus.com/devops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
   - **(2022)** [**dev.to: What’s Wrong With Measuring Developer Performance (+ 10 Best Metrics)**](https://dev.to/actitime/whats-wrong-with-measuring-developer-performance-10-best-metrics-5620) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2022)** [**techcrunch.com: Protestware on the rise: Why developers are sabotaging their own code**](https://techcrunch.com/2022/07/27/protestware-code-sabotage) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
   - **(2021)** [**redhat.com: 11 considerations for effectively managing a Linux sysadmin team 🌟**](https://www.redhat.com/en/blog/11-manager-considerations) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./project-management-methodology.md)*
@@ -16665,9 +1771,9 @@
   - **(2026)** [Top 15 DevOps blogs to read and follow](https://www.techtarget.com/searchitoperations/feature/Top-15-DevOps-blogs-to-read-and-follow) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [devopstips.net](https://devopstips.net) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2026)** [mrcloudbook.com: Mr Cloud Book](https://mrcloudbook.com) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [golang.org](https://go.dev) [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - **(2026)** [relocate.me](https://relocate.me) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
   - **(2026)** [recruit crm](https://recruitcrm.io) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
+  - **(2026)** [golang.org](https://go.dev) [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - **(2025)** [redhat.com: Understanding DevOps](https://www.redhat.com/en/topics/devops) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2024)** [redhat.com: Why IT automation training is a smart way to boost your career](https://www.redhat.com/en/blog/it-automation-training) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2024)** [sentry.io](https://sentry.io/welcome) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
@@ -16690,17 +1796,14 @@
   - **(2022)** [umbrellainfocare.com: Cloud and DevOps are Made for Each Other](https://www.umbrellainfocare.com/blogs/cloud-and-devops-are-made-for-each-other) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2022)** [devops.com: 11 Steps to a Successful DevOps Career](https://devops.com/11-steps-to-a-successful-devops-career) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2022)** [orange-quarter.com: Upskill yourself with these 5 DevOps resources](https://orange-quarter.com/upskill-yourself-with-these-5-devops-resources) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
+  - **(2022)** [blog.logrocket.com: How to build a blockchain from scratch with Go](https://blog.logrocket.com/build-blockchain-with-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - **(2022)** [cloud.redhat.com: Monitoring Infrastructure Openshift 4.x Using Zabbix Operator](https://www.redhat.com/en/blog/monitoring-infrastructure-openshift-4.x-using-zabbix-operator) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
   - **(2022)** [openshift.com: How to Monitor Openshift 4.x with Zabbix using Prometheus - Part 2](https://www.redhat.com/en/blog/how-to-monitoring-openshift-4.x-with-zabbix-using-prometheus-part-2) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [blog.logrocket.com: How to build a blockchain from scratch with Go](https://blog.logrocket.com/build-blockchain-with-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - **(2021)** [enterprisersproject.com: DevOps: 3 skills needed to support its future in the enterprise](https://enterprisersproject.com/article/2021/10/devops-future-operating-model-it) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2021)** [devblogs.microsoft.com: DevOps Dojo – Culture and Mindset](https://devblogs.microsoft.com/devops/devops-dojo-culture-and-mindset) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2021)** [forbes.com: What Do Employers Want To See In Your CV?](https://www.forbes.com/sites/andrewfennell/2021/09/08/what-do-employers-want-to-see-in-your-cv) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./recruitment.md)*
   - **(2020)** [enterprisersproject.com: DevOps: 5 things teams need from CIOs](https://enterprisersproject.com/article/2020/7/devops-5-things-teams-need) [COMMUNITY-TOOL] [EN CONTENT] β€” *Go to [Section](./devops.md)*
   - **(2020)** [A Distributed Tracing Adventure in Apache Beam](https://rion.io/2020/07/04/a-distributed-tracing-adventure-in-apache-beam) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
-  - [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [github.com/golang/go](https://github.com/golang/go) [DE FACTO STANDARD] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [golang-design/history](https://github.com/golang-design/history) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [Golang for Node.js Developers](https://github.com/miguelmota/golang-for-nodejs-developers) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
@@ -16715,6 +1818,9 @@
   - [eli.thegreenplace.net: REST Servers in Go: Part 4 - using OpenAPI and Swagger](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [dev.to: Rate limiting HTTP requests in Go using Redis](https://dev.to/mauriciolinhares/rate-limiting-http-requests-in-go-using-redis-51m7) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [dev.to: Understanding and Crafting HTTP Middlewares in Go](https://dev.to/theghostmac/understanding-and-crafting-http-middlewares-in-go-3183) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
+  - [blog.getambassador.io: Debugging Go Microservices in Kubernetes with VScode](https://blog.getambassador.io/debugging-go-microservices-in-kubernetes-with-vscode-a36beb48ef1) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
+  - [An example of using dynamic client of k8s.io/client-go](https://ymmt2005.hatenablog.com/entry/2020/04/14/An_example_of_using_dynamic_client_of_k8s.io/client-go) [COMMUNITY-TOOL] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
+  - [iximiuz.com: How To Call Kubernetes API using Go - Types and Common Machinery](https://iximiuz.com/en/posts/kubernetes-api-go-types-and-common-machinery) [DE FACTO STANDARD] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [developers.redhat.com: Using Delve to debug Go programs on Red Hat Enterprise' Linux](https://developers.redhat.com/blog/2021/03/03/using-delve-to-debug-go-programs-on-red-hat-enterprise-linux) [ENTERPRISE-STABLE] [GUIDE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [rakyll/go-test-trace 🌟](https://github.com/rakyll/go-test-trace) [COMMUNITY-TOOL] [LEGACY] [EN CONTENT] β€” *Go to [Section](./golang.md)*
   - [datastation.multiprocess.io: Speeding up Go's builtin JSON encoder up to' 55% for large arrays of objects](https://datastation.multiprocess.io/blog/2022-03-03-improving-go-json-encoding-performance-for-large-arrays-of-objects.html) [CASE STUDY] [ENTERPRISE-STABLE] [EN CONTENT] β€” *Go to [Section](./golang.md)*
@@ -16805,7 +1911,7 @@
 

 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](./kubernetes.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](./azure.md)*
   - **(2023)** [github.com/openshift-labs 🌟](https://github.com/openshift-labs) [COMMUNITY-TOOL] [GO / YAML CONTENT] β€” *Go to [Section](./demos.md)*
 
 

@@ -16817,60 +1923,44 @@
 ## Go Content
 
 

-Click to view 1078 resources under Go Content
+Click to view top 100 of 1081 resources under Go Content
 
-  - **(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)** [==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)** [==Deprek8ion==](https://github.com/swade1987/deprek8ion) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==Draino==](https://github.com/planetlabs/draino) 🌟🌟🌟🌟🌟 [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-tools.md)*
+  - **(2026)** [==KubeFed: Kubernetes Cluster Federation==](https://github.com/kubernetes-retired/kubefed) 🌟🌟🌟🌟🌟 [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](./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)** [==k8scr 🌟==](https://github.com/hasheddan/k8scr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==kei6u/kubectl-secret-data==](https://github.com/keisku/kubectl-secretdata) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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)** [==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)** [==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)** [==sops: Simple and flexible tool for managing secrets 🌟==](https://github.com/getsops/sops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==Pulumi: Infrastructure as Code in Any Programming Language==](https://github.com/pulumi/pulumi) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./iac.md)*
   - **(2026)** [==github.com/hashicorp/hcl: HCL==](https://github.com/hashicorp/hcl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [==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)** [==Dapr==](https://dapr.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.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)** [==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)** [==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)** [==sops: Simple and flexible tool for managing secrets 🌟==](https://github.com/getsops/sops) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==AWS Controllers for Kubernetes (ACK) 🌟==](https://github.com/aws-controllers-k8s/community) 🌟🌟🌟🌟🌟 [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](./kubernetes-tools.md)*
   - **(2026)** [==Skopeo==](https://github.com/containers/skopeo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)** [==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)** [==Descheduler for Kubernetes 🌟==](https://github.com/kubernetes-sigs/descheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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)** [==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)** [==kubectx + kubens: : Power tools for kubectl🌟🌟==](https://github.com/ahmetb/kubectx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [==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)** [==Kompose (Kubernetes + Compose) 🌟==](https://github.com/kubernetes/kompose) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
@@ -16881,15 +1971,10 @@
   - **(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: Flux Version 2==](https://github.com/fluxcd/flux2) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./flux.md)*
   - **(2026)** [==github.com/microsoft/CBL-Mariner==](https://github.com/microsoft/azurelinux) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./azure.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)** [==Damn==](https://github.com/nokia/danm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [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)** [==Rook==](https://rook.io) 🌟🌟🌟🌟🌟 [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)*
@@ -16898,25 +1983,25 @@
   - **(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)*
-  - **(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)** [==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)** [==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)** [==KrakenD: The fastest API gateway comes with true linear scalability 🌟==](https://www.krakend.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [==dreamland==](https://github.com/taubyte/dream) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
+  - **(2026)** [==llama.cpp plugin==](https://github.com/samyfodil/taubyte-llama-satellite) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
+  - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./golang.md)*
+  - **(2026)** [==Dapr==](https://dapr.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./golang.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)** [==Argo CD==](https://argoproj.github.io/argo-cd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
+  - **(2026)** [==Helm==](https://github.com/helm/helm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.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)** [==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)** [==Minikube==](https://github.com/kubernetes/minikube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [==MongoDB and Kubernetes 🌟==](https://www.mongodb.com/products/integrations/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./nosql.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)** [==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)** [==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)*
@@ -16926,978 +2011,22 @@
   - **(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)** [==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)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [==Zalando Postgres Operator==](https://github.com/zalando/postgres-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
+  - **(2026)** [==termshark==](https://github.com/gcla/termshark) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./linux.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/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.com/one2nc/cloudlens 🌟==](https://github.com/one2nc/cloudlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.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)** [==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)*
   - **(2026)** [==Pushgateway==](https://github.com/prometheus/pushgateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [==KrakenD: The fastest API gateway comes with true linear scalability 🌟==](https://www.krakend.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [==github.com/one2nc/cloudlens 🌟==](https://github.com/one2nc/cloudlens) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [==dreamland==](https://github.com/taubyte/dream) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [==llama.cpp plugin==](https://github.com/samyfodil/taubyte-llama-satellite) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [==github.com/containers/buildah==](https://github.com/containers/buildah) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)** [==cert-manager/cert-manager==](https://github.com/cert-manager/cert-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [==github.com: Istio==](https://github.com/istio/istio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2026)** [==HPA: Horizontal Pod Autoscaler==](https://kubernetes.io/docs/concepts/workloads/autoscaling/horizontal-pod-autoscale) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2026)** [==github.com/kubernetes: **Kubernetes Cluster Autoscaler**==](https://github.com/kubernetes/autoscaler/tree/master/cluster-autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2026)** [==github.com/CrunchyData/postgres-operator==](https://github.com/CrunchyData/postgres-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./crunchydata.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)** [==defenseunicorns/zarf==](https://github.com/zarf-dev/zarf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.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)** [==Quay Community Edition operator==](https://github.com/quay/quay-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./registries.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)*
-  - **(2025)** [==Infracost 🌟==](https://github.com/infracost/infracost) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==github.com/GoogleCloudPlatform/terraformer 🌟==](https://github.com/GoogleCloudPlatform/terraformer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==terragrunt.gruntwork.io==](https://terragrunt.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [==Skaffold --generate-manifests==](https://skaffold.dev/docs/pipeline-stages/init) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [==tsenart/vegeta 🌟==](https://github.com/tsenart/vegeta) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2025)** [==kubeapps.dev 🌟==](https://kubeapps.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [==prosimcorp/reforma==](https://github.com/prosimcorp/reforma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/2-alchemists/krossboard-kubernetes-operator==](https://github.com/2-alchemists/krossboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/NCCloud/mayfly: Ephemeral Kubernetes Resources 🌟==](https://github.com/NCCloud/mayfly) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==Cluster Addons 🌟==](https://github.com/kubernetes-sigs/cluster-addons) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/furiko-io/furiko==](https://github.com/furiko-io/furiko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/DevOps-Nirvana: Kubernetes Volume / Disk Autoscaler (via Prometheus)==](https://github.com/DevOps-Nirvana/Kubernetes-Volume-Autoscaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/sieve-project/sieve==](https://github.com/sieve-project/sieve) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/mittwald/kubernetes-secret-generator 🌟==](https://github.com/mittwald/kubernetes-secret-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==github.com/ricoberger/vault-secrets-operator==](https://github.com/ricoberger/vault-secrets-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [==Devtron==](https://github.com/devtron-labs/devtron) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2025)** [==KubeLinter==](https://github.com/stackrox/kube-linter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [==kubescape==](https://github.com/kubescape/kubescape) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [==Permission Manager 🌟==](https://github.com/sighupio/permission-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Kubeletctl is a command line tool that implement kubelet's API 🌟==](https://github.com/cyberark/kubeletctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==grype: a vulnerability scanner for container images and filesystems==](https://github.com/anchore/grype) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==k8s-image-swapper 🌟==](https://github.com/estahn/k8s-image-swapper) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Cluster API Provider for Managed Bare Metal Hardware==](https://github.com/metal3-io/cluster-api-provider-metal3) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==dynamic-pv-scaler==](https://github.com/opstree/dynamic-pv-scaler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==ContainerSSH: Launch containers on demand 🌟🌟==](https://containerssh.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Karmada==](https://github.com/karmada-io/karmada) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==liqo: Enable dynamic and seamless Kubernetes multi-cluster topologies==](https://github.com/liqotech/liqo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==github.com/distribution/distribution==](https://github.com/distribution/distribution) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==KubeEye 🌟==](https://github.com/kubesphere/kubeeye) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==Popeye - A Kubernetes Cluster Sanitizer 🌟🌟==](https://github.com/derailed/popeye) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==kubectl-tree==](https://github.com/ahmetb/kubectl-tree) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==txn2/kubefwd==](https://github.com/txn2/kubefwd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==k8gb 🌟==](https://github.com/k8gb-io/k8gb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [==buger/jsonparser==](https://github.com/buger/jsonparser) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [==github.com/tomnomnom/gron 🌟==](https://github.com/tomnomnom/gron) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [==**k3d**==](https://github.com/k3d-io/k3d) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [==Harvester==](https://github.com/harvester/harvester) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [==github.com/taubyte/tau: Tau==](https://github.com/taubyte/tau) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2025)** [==awslabs/aws-cloudsaga: AWS CloudSaga - Simulate security events in AWS==](https://github.com/awslabs/aws-cloudsaga) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2025)** [==kubernetes-client/go: OpenAPI based Generated Go client for Kubernetes==](https://github.com/kubernetes-client/go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2025)** [==external-secrets.io 🌟==](https://external-secrets.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [==Kasten==](https://www.veeam.com/products/cloud/kubernetes-data-protection.html) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [==chaosblade==](https://github.com/chaosblade-io/chaosblade) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [==Chaos Mesh==](https://github.com/chaos-mesh/chaos-mesh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2025)** [==Litmus Chaos is a toolset to do chaos engineering in a kubernetes native way. Litmus provides chaos CRDs for Cloud-Native developers and SREs to inject, orchestrate and monitor chaos to find weaknesses in Kubernetes deployments==](https://github.com/litmuschaos/litmus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2024)** [==github.com/GoogleCloudPlatform/cloud-code-samples 🌟==](https://github.com/GoogleCloudPlatform/cloud-code-samples) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2024)** [==github.com/FairwindsOps: Goldilocks is a utility that can help you identify' a starting point for resource requests and limits==](https://github.com/FairwindsOps/goldilocks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus metric exporter==](https://github.com/opencost/opencost) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==OpenKruise/Kruise==](https://github.com/openkruise/kruise) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==external-dns==](https://github.com/kubernetes-sigs/external-dns) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [==Terraform Provider for Azure IPAM==](https://github.com/XtratusCloud/terraform-provider-azureipam) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [==tfsec 🌟==](https://tfsec.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.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)** [==github.com/Azure/aztfexport==](https://github.com/Azure/aztfexport) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [==ODO: OpenShift Command line for Developers 🌟==](https://github.com/redhat-developer/odo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2024)** [==git-lfs/git-lfs: Git Large File Storage==](https://github.com/git-lfs/git-lfs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [==github.com/MichaelMure/git-bug==](https://github.com/git-bug/git-bug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [==DB Operator 🌟==](https://github.com/kloeckner-i/db-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==reactive-tech/kubegres==](https://github.com/reactive-tech/kubegres) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==spotify/flink-on-k8s-operator: Kubernetes Operator for Apache Flink==](https://github.com/spotify/flink-on-k8s-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==isaaguilar/terraform-operator: Terraform Operator==](https://github.com/GalleyBytes/terraform-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Bare Metal Operator==](https://github.com/metal3-io/baremetal-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==rancher/system-upgrade-controller: System Upgrade Controller==](https://github.com/rancher/system-upgrade-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==glebiller/dynamic-configuration-operator: Dynamic Configuration Operator==](https://github.com/glebiller/dynamic-configuration-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==K8Spin Operator 🌟==](https://github.com/k8spin/k8spin-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==cloud-bulldozer/benchmark-operator: The Chuck Norris of cloud benchmarks==](https://github.com/cloud-bulldozer/benchmark-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==kuberhealthy 🌟==](https://github.com/kuberhealthy/kuberhealthy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==digitalis-io/vals-operator==](https://github.com/digitalis-io/vals-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==FairwindsOps/rbac-manager: RBAC Manager 🌟==](https://github.com/FairwindsOps/rbac-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Capsule Operator==](https://github.com/projectcapsule/capsule) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==borchero/switchboard: Switchboard==](https://github.com/borchero/switchboard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==VictoriaMetrics/operator==](https://github.com/VictoriaMetrics/operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==KubePlus - Kubernetes Operator to deliver Helm charts as-a-service 🌟==](https://github.com/cloud-ark/kubeplus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==Keel 🌟==](https://github.com/keel-hq/keel) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==vitobotta/velero-notifications==](https://github.com/vitobotta/velero-notifications) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==github.com/ContainerSolutions/delayed-jobs-operator==](https://github.com/ContainerSolutions/delayed-jobs-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==coderanger/migrations-operator: Migrations-Operator==](https://github.com/coderanger/migrations-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==feat(ui): Add AppSet to Application Resource Tree in Argo CD==](https://github.com/argoproj/argo-cd/pull/26601) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==gimletd - the GitOps release manager==](https://github.com/gimlet-io/gimletd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==kubewebhook==](https://github.com/slok/kubewebhook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Cluster Turndown==](https://github.com/kubecost/cluster-turndown) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==RollingUpgrade==](https://github.com/keikoproj/upgrade-manager) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==kubernetes-event-exporter 🌟==](https://github.com/opsgenie/kubernetes-event-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==KubeHelper==](https://github.com/kubehelper/kubehelper) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==Kpexec==](https://github.com/ssup2/kpexec) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==**kube-opex-analytics** 🌟==](https://github.com/realopslabs/kubeledger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==kube-secrets-init==](https://github.com/doitintl/kube-secrets-init) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==RBACSync 🌟==](https://github.com/cruise-automation/rbacsync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [==github.com/flux-iac/tofu-controller==](https://github.com/flux-iac/tofu-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [==github.com/prometheus-operator==](https://github.com/prometheus-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2024)** [==dagger/dagger: Dagger is a portable devkit for CICD==](https://github.com/dagger/dagger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [==naml: Not another markup language==](https://github.com/krisnova/naml) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==github.com/ilyash/show-struct==](https://github.com/ilyash/show-struct) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==github.com/JFryy/qq==](https://github.com/JFryy/qq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [==google/gke-policy-automation==](https://github.com/google/gke-policy-automation) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [==github.com/kubemq-io/kubemq-community 🌟==](https://github.com/kubemq-io/kubemq-community) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [==catalog.ngc.nvidia.com: NVIDIA GPU Operator - Helm chart 🌟🌟🌟==](https://catalog.ngc.nvidia.com/orgs/nvidia/helm-charts/gpu-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [==Altinity/clickhouse-operator==](https://github.com/Altinity/clickhouse-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [==DATA-DOG/go-sqlmock==](https://github.com/DATA-DOG/go-sqlmock) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [==grafana/agent: Grafana Agent==](https://github.com/grafana/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2024)** [==Grafana Loki==](https://grafana.com/oss/loki) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2024)** [==blackbox_exporter 🌟==](https://github.com/prometheus/blackbox_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==prometheus-community/elasticsearch_exporter==](https://github.com/prometheus-community/elasticsearch_exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==YACE - yet another cloudwatch exporter 🌟==](https://github.com/prometheus-community/yet-another-cloudwatch-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==enix/x509-certificate-exporter==](https://github.com/enix/x509-certificate-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==github.com/cortexproject/cortex==](https://github.com/cortexproject/cortex) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [==tekton.dev==](https://tekton.dev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==github.com/tektoncd==](https://github.com/tektoncd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==github: Tekton Pipelines==](https://github.com/tektoncd/pipeline) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==Tekton Pipelines Docs==](https://tekton.dev/docs/pipelines/pipelines) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2024)** [==github.com/cavaliercoder/vpc-free==](https://github.com/cavaliercoder/vpc-free) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==willdady/aws-resource-based-policy-collector: AWS resource-based policy' collector==](https://github.com/willdady/aws-resource-based-policy-collector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [==kyaml2go (Pronounced as camel2go 🐫) 🌟==](https://github.com/PrasadG193/kyaml2go) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2024)** [==github.com/cert-manager: Policy Approver==](https://github.com/cert-manager/approver-policy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [==github.com/kedacore/keda/issues/2214==](https://github.com/kedacore/keda/issues/2214) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.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)** [==github.com/glasskube/glasskube==](https://github.com/glasskube/glasskube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)*
-  - **(2024)** [==GitHub: kube-monkey==](https://github.com/asobti/kube-monkey) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
-  - **(2024)** [==GitLab Kubernetes Agent==](https://docs.gitlab.com/user/clusters/agent) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)*
-  - **(2023)** [==Azure/Draft 🌟==](https://github.com/Azure/draft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [==github.com/kairos-io/kairos: Kairos - Kubernetes-focused, Cloud Native Linux' meta-distribution==](https://github.com/kairos-io/kairos) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [==kondense 🌟==](https://github.com/unagex/kondense) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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.com/PacoVK/tapir==](https://github.com/PacoVK/tapir) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [==clusterpedia-io/clusterpedia 🌟==](https://github.com/clusterpedia-io/clusterpedia) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [==sstarcher/helm-exporter==](https://github.com/sstarcher/helm-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2023)** [==pravega/pravega-operator==](https://github.com/pravega/pravega-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==krestomatio/keydb-operator==](https://github.com/krestomatio/keydb-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==OT-CONTAINER-KIT/mongodb-operator: MongoDB Operator==](https://github.com/OT-CONTAINER-KIT/mongodb-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==registry-creds==](https://github.com/alexellis/registry-creds) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==redhat-cop/dynamic-rbac-operator: Dynamic RBAC Operator==](https://github.com/redhat-cop/dynamic-rbac-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==ckotzbauer/vulnerability-operator==](https://github.com/ckotzbauer/vulnerability-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==gemini==](https://github.com/FairwindsOps/gemini) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==Meerkat==](https://github.com/borchero/meerkat) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==redhat-cop/keepalived-operator: Keepalived operator==](https://github.com/redhat-cop/keepalived-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==Logging Operator==](https://github.com/OT-CONTAINER-KIT/logging-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==uptimerobot-operator==](https://github.com/brennerm/uptimerobot-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==IngressMonitorController (Deprecated)==](https://github.com/stakater/IngressMonitorController) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==banzaicloud/thanos-operator 🌟==](https://github.com/banzaicloud/thanos-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [==gst-pipeline-operator: A Kubernetes operator for running audio/video processing' pipelines==](https://github.com/tinyzimmer/gst-pipeline-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==Agorakube==](https://github.com/ilkilab/agorakube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/opencontrolplane==](https://github.com/opencontrolplane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Tesoro==](https://github.com/kapicorp/tesoro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Beetle==](https://github.com/Clivern/Beetle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==k8s-dt-node-labeller==](https://github.com/adaptant-labs/k8s-dt-node-labeller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/nebuly-ai/nos==](https://github.com/nebuly-ai/nos) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==karma 🌟==](https://github.com/prymitive/karma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.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)** [==kubectl-images==](https://github.com/chenjiandongx/kubectl-images) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==kubectl-view-webhook 🌟==](https://github.com/Trendyol/kubectl-view-webhook) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Suspicious pods 🌟==](https://github.com/edrevo/suspicious-pods) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==k8s-platform-lcm: Kubernetes platform lifecycle management 🌟==](https://github.com/arminc/k8s-platform-lcm) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Access Pod Online using Podtnl==](https://github.com/nnrthota/podtnl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==Sinker==](https://github.com/plexsystems/sinker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/akuity/kargo==](https://github.com/akuity/kargo) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/yonahd/kor==](https://github.com/yonahd/kor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==github.com/Trolley-MGMT/trolleymgmt==](https://github.com/Trolley-MGMT/trolleymgmt) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [==argoproj-labs/argocd-vault-plugin==](https://github.com/argoproj-labs/argocd-vault-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==argoproj-labs/applicationset: Argo CD ApplicationSet Controller==](https://github.com/argoproj/applicationset) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==argoproj-labs/argocd-autopilot: Argo-CD Autopilot==](https://github.com/argoproj-labs/argocd-autopilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [==Azure Key Vault to Kubernetes==](https://github.com/SparebankenVest/azure-key-vault-to-kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [==GoogleContainerTools/container-structure-test==](https://github.com/GoogleContainerTools/container-structure-test) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [==xiaods/k8e==](https://github.com/xiaods/k8e) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2023)** [==github.com/oracle==](https://github.com/oracle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./oraclecloud.md)*
-  - **(2023)** [==github.com/kubevirt/monitoring==](https://github.com/kubevirt/monitoring) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [==k8s-image-availability-exporter==](https://github.com/deckhouse/k8s-image-availability-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [==Sloth 🌟==](https://github.com/slok/sloth) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [==github.com/awslabs/specctl==](https://github.com/awslabs/specctl) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-serverless.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)** [==Istio Performance/Stability Testing==](https://github.com/istio/tools/blob/master/perf/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [==istio-ecosystem/admiral==](https://github.com/istio-ecosystem/admiral) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2023)** [==Envoy Gateway==](https://github.com/envoyproxy/gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.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)*
-  - **(2022)** [==loft-sh/kiosk==](https://github.com/loft-sh/kiosk) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==compliantkubernetes.io: Compliant Kubernetes is a Certified Kubernetes distribution, that complies with: HIPAA, GDPR, PCI DSS, FFFS 2014:7, ISO 27001, etc. 🌟==](https://elastisys.io/compliantkubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [==github.com/openshift/hypershift: HyperShift==](https://github.com/openshift/hypershift) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [==github.com: Maistra Istio==](https://github.com/maistra/istio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2022)** [==github.com/jenkinsci/kubernetes-operator: 🌟==](https://github.com/jenkinsci/kubernetes-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [==datree.io==](https://www.datree.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [==didil/autobucket-operator==](https://github.com/didil/autobucket-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==Quentin-M/etcd-cloud-operator==](https://github.com/Quentin-M/etcd-cloud-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==HostPort Operator==](https://github.com/rmb938/hostport-allocator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [==openpitrix 🌟==](https://github.com/openpitrix/openpitrix) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==pangolin 🌟==](https://github.com/dpeckett/pangolin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==k8s-crash-informer==](https://github.com/lnsp/k8s-crash-informer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kube-ebpf-exporter 🌟==](https://github.com/ahas-sigs/kube-ebpf-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kubech (kubectl change)==](https://github.com/DevOpsHiveHQ/kubech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==**Tubectl**: a kubectl alternative which adds a bit of magic to your everyday' kubectl routines by reducing the complexity of working with contexts, namespaces and intelligent matching resources.==](https://github.com/reconquest/tubekit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kubectl-isolate==](https://github.com/yteraoka/kubectl-isolate) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/cloudflare/lockbox==](https://github.com/cloudflare/lockbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==kube-bench-exporter==](https://github.com/yashvardhan-kukreja/kube-bench-exporter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==port-map-operator==](https://github.com/MOZGIII/port-map-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/lsdopen/ahoy==](https://github.com/lsdopen/ahoy) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/yonahd/orphaned-configmaps: Orphaned ConfigMaps==](https://github.com/yonahd/orphaned-configmaps) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==github.com/Azure/eraser 🌟==](https://github.com/eraser-dev/eraser) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [==infoq.com: Sidecars, eBPF and the Future of Service Mesh==](https://www.infoq.com/presentations/service-mesh-ebpf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2022)** [==csweichel/werft==](https://github.com/csweichel/werft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2022)** [==yq 🌟==](https://mikefarah.gitbook.io/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [==github.com/grafana/mimir==](https://github.com/grafana/mimir) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2022)** [==aidansteele/secretsctx==](https://github.com/aidansteele/secretsctx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [==Tetragon (Cilium)==](https://github.com/cilium/tetragon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [==db-auth-gateway==](https://github.com/kloeckner-i/db-auth-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2021)** [==submarinerio==](https://x.com/submarinerio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==telepresenceio==](https://x.com/telepresenceio) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [==github/hub 🌟==](https://github.com/mislav/hub) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [==github.com/open-telemetry/opentelemetry-operator==](https://github.com/open-telemetry/opentelemetry-operator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [==sheaf==](https://github.com/bryanl/sheaf) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==slipway: A Kubernetes controller to automate gitops provisioning==](https://github.com/slipway-gitops/slipway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kcp: a prototype of a Kubernetes API server that is not a Kubernetes cluster' - a place to create, update, and maintain Kube-like APIs with controllers above or without clusters==](https://github.com/kcp-dev/kcp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com/clusternet==](https://github.com/clusternet/clusternet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Deckhouse: NoOps Kubernetes platform 🌟==](https://github.com/deckhouse/deckhouse) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==kube-spot-termination-notice-handler==](https://github.com/kube-aws/kube-spot-termination-notice-handler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==awslabs/karpenter==](https://github.com/aws/karpenter-provider-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==k8s-alert==](https://github.com/kareem-elsayed/k8s-alerts) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Kubecle==](https://github.com/rydogs/kubecle) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==KuUI (Kubernetes UI)==](https://github.com/viveksinghggits/kuui) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==kubefs==](https://github.com/configurator/kubefs) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==Guard==](https://github.com/kubeguard/guard) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==ddosify/ddosify==](https://github.com/getanteon/anteon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==anchore/syft==](https://github.com/anchore/syft) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com/ajayk/drifter==](https://github.com/ajayk/drifter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==github.com/updatecli/updatecli==](https://github.com/updatecli/updatecli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [==quarkslab/kdigger==](https://github.com/quarkslab/kdigger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==kubernetes-sigs/kpng==](https://github.com/kubernetes-retired/kpng) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [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)** [==NGINX Ingress Controller - v1.0.0==](https://github.com/kubernetes/ingress-nginx/releases/tag/controller-v1.0.0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.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)** [==google/log4jscanner==](https://github.com/google/log4jscanner) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./devsecops.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)*
-  - **(2021)** [==muxinc/certificate-expiry-monitor==](https://github.com/muxinc/certificate-expiry-monitor) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [==Alertmanager 0.23.0-rc.0 with awscloud SNS support is available for testing. There are also bugfixes and features for amtool==](https://github.com/prometheus/alertmanager/releases/tag/v0.23.0-rc.0) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [==github.com: Cluster API Helm Chart==](https://github.com/kgamanji/cluster-api-helm-chart) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [==PolicyHub CLI, a CLI tool that makes Rego policies searchable 🌟==](https://github.com/policy-hub/policy-hub-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [==bytebase/bytebase==](https://github.com/bytebase/bytebase) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2020)** [==Google Cloud Buildpacks==](https://github.com/GoogleCloudPlatform/buildpacks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [==github.com/GoogleCloudPlatform/k8s-config-connector: GCP Config Connector==](https://github.com/GoogleCloudPlatform/k8s-config-connector) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [==github.com/actions/actions-runner-controller 🌟==](https://github.com/actions/actions-runner-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [==platformengineering.org/tools/capsule ⭐==](https://platformengineering.org/tools/capsule) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==open-cluster-management.io==](https://open-cluster-management.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==kubevela.io 🌟==](https://kubevela.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==Kubernetes Node Auto Labeller==](https://github.com/adaptant-labs/k8s-auto-labeller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==Kube_query==](https://github.com/Isan-Rivkin/kube_query) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==github.com/cyberark/kubesploit 🌟==](https://github.com/cyberark/kubesploit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==shipwright.io==](https://shipwright.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==kubernetes-sigs/hierarchical-namespaces: The Hierarchical Namespace Controller (HNC)==](https://github.com/kubernetes-retired/hierarchical-namespaces) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [==Frakti==](https://github.com/kubernetes-retired/frakti) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [==gini/dexter==](https://github.com/gini/dexter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [==GitHub: Nexus-CLI==](https://github.com/mlabouardy/nexus-cli) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [==Smocker (server mock) is a simple and efficient HTTP mock server==](https://github.com/smocker-dev/smocker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2019)** [==KFServing 🌟==](https://github.com/kserve/kserve) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==kube-vip==](https://github.com/kube-vip/kube-vip) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==github.com/kubepug/kubepug: Deprecations AKA KubePug - Pre UpGrade (Checker)' ⭐==](https://github.com/kubepug/kubepug) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [==inguardians/peirates==](https://github.com/inguardians/peirates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==box/kube-exec-controller==](https://github.com/box/kube-exec-controller) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2018)** [==Ko: Easy Go Containers 🌟==](https://github.com/ko-build/ko) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==stakater/Reloader 🌟==](https://github.com/stakater/Reloader) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==Porter==](https://porter.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==doitintl/kubeIP==](https://github.com/doitintl/kubeIP) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [==Libpod: Library and tool for running OCI-based containers in Pods==](https://github.com/containers/podman) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2016)** [==github.com/kubernetes/git-sync ⭐==](https://github.com/kubernetes/git-sync) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [==github.com/kubecfg/kubecfg==](https://github.com/kubecfg/kubecfg) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2015)** [==Stern 🌟==](https://github.com/stern/stern) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2015)** [==AWS Vault==](https://github.com/99designs/aws-vault) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2015)** [==runc==](https://github.com/opencontainers/runc) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./container-managers.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)** [**MichaelCade/90DaysOfDevOps 🌟**](https://github.com/MichaelCade/90DaysOfDevOps) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [**AWX Operator**](https://github.com/ansible/awx-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ansible.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)** [**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)** [**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)** [**Skaffold 🌟**](https://skaffold.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.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)** [****k3sup (said 'ketchup')****](https://github.com/alexellis/k3sup) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2026)** [****kind****](https://github.com/kubernetes-sigs/kind) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**Lura 🌟**](https://luraproject.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2026)** [**kubeshark/kubeshark**](https://github.com/kubeshark/kubeshark) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [**tilt.dev**](https://tilt.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**devspace.sh**](https://www.devspace.sh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2026)** [**telepresence.io 🌟**](https://telepresence.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2025)** [**terrascan 🌟**](https://www.tenable.com/cloud-security/solutions/iac) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [**gruntwork.io**](https://www.gruntwork.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [**odo**](https://odo.dev) 🌟🌟🌟🌟 [EMERGING] [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**helm-docs**](https://github.com/norwoodj/helm-docs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [**github.com/komodorio/helm-dashboard 🌟**](https://github.com/komodorio/helm-dashboard) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [**Helmsman: Helm Charts as Code 🌟**](https://github.com/mkubaczyk/helmsman) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [**epinio/epinio**](https://github.com/epinio/epinio) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**multus-cni 🌟**](https://github.com/k8snetworkplumbingwg/multus-cni) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**NetMaker**](https://github.com/gravitl/netmaker) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**github.com/ContainerSSH/ContainerSSH**](https://github.com/ContainerSSH/ContainerSSH) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**kubernetes-sigs/nfs-subdir-external-provisioner: Kubernetes NFS Subdir External' Provisioner**](https://github.com/kubernetes-sigs/nfs-subdir-external-provisioner) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**inspektor-gadget/inspektor-gadget**](https://github.com/inspektor-gadget/inspektor-gadget) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [**crazy-max/diun**](https://github.com/crazy-max/diun) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [**kubernetes-sigs/kwok**](https://github.com/kubernetes-sigs/kwok) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**Direktiv**](https://github.com/direktiv/direktiv) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**microshift.io**](https://microshift.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) 🌟🌟🌟🌟 [DE FACTO STANDARD] [GO CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [**kubekey**](https://github.com/kubesphere/kubekey) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2025)** [**github.com/rancher/fleet**](https://github.com/rancher/fleet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2025)** [**awslabs/amazon-ecr-credential-helper: Amazon ECR Docker Credential Helper**](https://github.com/awslabs/amazon-ecr-credential-helper) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2025)** [**kubernetes-sigs/security-profiles-operator**](https://github.com/kubernetes-sigs/security-profiles-operator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2025)** [**k8up.io**](https://k8up.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**Trillio**](https://trilio.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**TrillioVault for Kubernetes**](https://www.trilio.io/triliovault-for-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**github.com/gardener/etcd-backup-restore**](https://github.com/gardener/etcd-backup-restore) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**github.com/konveyor 🌟**](https://github.com/konveyor) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2025)** [**github.com/cyclops-ui/cyclops**](https://github.com/cyclops-ui/cyclops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2024)** [**Cloudburn: An Open-Source Policy Engine for AWS Spending**](https://github.com/towardsthecloud/cloudburn) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [**The Kubernetes Goat**](https://github.com/madhuakula/kubernetes-goat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [**stefanprodan/podinfo**](https://github.com/stefanprodan/podinfo) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [**OpenOps: No-Code FinOps Automation Platform with AI**](https://github.com/openops-cloud/openops) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [**Kubernetes-Secrets-Store-CSI-Driver: Secrets Store CSI driver for Kubernetes' secrets**](https://github.com/kubernetes-sigs/secrets-store-csi-driver) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [**eksctl: EKS installer**](https://github.com/eksctl-io/eksctl) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [**openshift/source-to-image**](https://github.com/openshift/source-to-image) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**kubelogin 🌟**](https://github.com/int128/kubelogin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**kubermatic/kubeone 🌟**](https://github.com/kubermatic/kubeone) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [**K8GB - Kubernetes Global Balancer**](https://github.com/AbsaOSS/k8gb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2024)** [**Banzai Kafka Operator**](https://github.com/banzaicloud/koperator) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2024)** [**Iter8**](https://iter8.tools) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./sre.md)*
-  - **(2024)** [**iann0036/iamlive**](https://github.com/iann0036/iamlive) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2024)** [**kube-state-metrics 🌟**](https://github.com/kubernetes/kube-state-metrics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2024)** [**Stash**](https://github.com/stashed/stash) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2024)** [**github.com/konveyor/crane: Crane 2.0 🌟**](https://github.com/migtools/crane) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2023)** [**blog.ogenki.io: Applying GitOps Principles to Infrastructure: An overview of tf-controller**](https://blog.ogenki.io/post/terraform-controller) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**Rover - Terraform Visualizer 🌟**](https://github.com/im2nguyen/rover) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [**github.com/diagrid-labs/dapr-workflow-demos**](https://github.com/diagrid-labs/dapr-workflow-demos) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2023)** [**Kubernetes Gateway API**](https://github.com/kubernetes-sigs/gateway-api) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [**github.com/crumbhole/argocd-lovely-plugin: argocd-lovely-plugin**](https://github.com/crumbhole/argocd-lovely-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [**learn.hashicorp.com: Consul Service Mesh on Kubernetes Design Patterns**](https://developer.hashicorp.com/consul/tutorials/archive/kubernetes-consul-design-patterns) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2023)** [**awslabs/eks-node-viewer**](https://github.com/awslabs/eks-node-viewer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [**EKS Anywhere: github.com/aws/eks-anywhere**](https://github.com/aws/eks-anywhere) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [**reviewdog - A code review dog who keeps your codebase healthy.**](https://github.com/reviewdog/reviewdog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [**github.com/Shopify/kubeaudit 🌟🌟**](https://github.com/Shopify/kubeaudit) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [**Kubei 🌟**](https://github.com/openclarity/openclarity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [**jx-secret-postrenderer 🌟**](https://github.com/jenkins-x-plugins/jx-secret-postrenderer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**yh - YAML Highlighter**](https://github.com/andreazorzetto/yh) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [**ytt**](https://get-ytt.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [****k3OS****](https://github.com/rancher/k3os) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [**thenewstack.io: KServe: A Robust and Extensible Cloud Native Model Server**](https://thenewstack.io/kserve-a-robust-and-extensible-cloud-native-model-server) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [**k0sproject**](https://x.com/k0sproject) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**danielmangum.com: How Kubernetes validates custom resources**](https://danielmangum.com/posts/how-kubernetes-validates-custom-resources) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**github.com/kubefirst/kubefirst**](https://github.com/konstructio/kubefirst) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [**instrumenta/kubeval**](https://github.com/instrumenta/kubeval) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**itnext.io: Cloud Native CI/CD with Tekton β€” Building Custom Tasks**](https://itnext.io/cloud-native-ci-cd-with-tekton-building-custom-tasks-663e63c1f4fb) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [**longhorn issue: Move replica to a different server**](https://github.com/longhorn/longhorn/issues/292) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2020)** [**PipeCD**](https://github.com/pipe-cd/pipecd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**konveyor 🌟**](https://konveyor.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [**Traffic Director and gRPCβ€”proxyless services for your service mesh**](https://cloud.google.com/blog/products/networking/traffic-director-supports-proxyless-grpc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [**opensource.googleblog.com: The Tekton Pipelines Beta release**](https://opensource.googleblog.com/2020/05/the-tekton-pipelines-beta-release.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2019)** [**botkube.io**](https://botkube.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [**Gitkube 🌟**](https://github.com/hasura/gitkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [**eldadru/ksniff 🌟**](https://github.com/eldadru/ksniff) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [**github.com/genuinetools: contained.af**](https://github.com/genuinetools/contained.af) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2017)** [**kubeops/config-syncer: Config Syncer (previously Kubed)**](https://github.com/config-syncer/config-syncer) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [**codesenberg/bombardier 🌟**](https://github.com/codesenberg/bombardier) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [**bloomberg/goldpinger 🌟**](https://github.com/bloomberg/goldpinger) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [**aelsabbahy/goss**](https://github.com/goss-org/goss) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Checkmarx/kics](https://github.com/Checkmarx/kics) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [gofireflyio/aiac 🌟](https://github.com/gofireflyio/aiac) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2026)** [github.com/openshift/hive](https://github.com/openshift/hive) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [helmwave/helmwave](https://github.com/helmwave/helmwave) 🌟🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [Helm mapkubeapis Plugin](https://github.com/helm/helm-mapkubeapis) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.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)** [infrahq/infra 🌟](https://github.com/infrahq/infra) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [aquasecurity/starboard](https://github.com/aquasecurity/starboard) 🌟🌟🌟 [LEGACY] [GO 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)** [Kubeswitch (for operators) 🌟](https://github.com/danielfoehrKn/kubeswitch) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/Azure/azqr](https://github.com/Azure/azqr) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Cosign: Container Signing](https://github.com/sigstore/cosign) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] 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)** [hidetatz/kubecolor 🌟](https://github.com/hidetatz/kubecolor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/KusionStack/kusion](https://github.com/KusionStack/kusion) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devops.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)** [Jenkins-X UpdateBOT](https://github.com/jenkins-x/updatebot) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2025)** [github: Nova 🌟](https://github.com/fairwindsops/nova) 🌟🌟🌟 [COMMUNITY-TOOL] [GO 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)** [resmoio/kubernetes-event-exporter](https://github.com/resmoio/kubernetes-event-exporter) 🌟🌟🌟 [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)** [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)** [iximiuz/cdebug](https://github.com/iximiuz/cdebug) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2024)** [github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0](https://github.com/microsoft/terraform-provider-azuredevops/releases/tag/v1.0.0) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [cycloidio/inframap: Inframap 🌟](https://github.com/cycloidio/inframap) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [mineiros-io/terramate](https://github.com/terramate-io/terramate) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/cloudposse/atmos](https://github.com/cloudposse/atmos) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.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)*
-  - **(2024)** [shipwright-io/build: shipwright](https://github.com/shipwright-io/build) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [rootless-containers/usernetes](https://github.com/rootless-containers/usernetes) 🌟🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [kube-scheduler-simulator](https://github.com/kubernetes-sigs/kube-scheduler-simulator) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/jthomperoo: Predictive Horizontal Pod Autoscaler](https://github.com/jthomperoo/predictive-horizontal-pod-autoscaler) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [KubeView 🌟](https://github.com/benc-uk/kubeview) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Azure/placement-policy-scheduler-plugins](https://github.com/Azure/placement-policy-scheduler-plugins) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Metacontroller](https://github.com/metacontroller/metacontroller) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [omrikiei/ktunnel ⭐](https://github.com/omrikiei/ktunnel) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/azure/fleet](https://github.com/azure/fleet) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Network Node Manager](https://github.com/kakao/network-node-manager) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2024)** [github.com/mittwald/kube-httpcache](https://github.com/mittwald/kube-httpcache) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2023)** [github.com/learning-cloud-native-go/myapp: Learning Cloud Native Go -' myapp 🌟](https://github.com/learning-cloud-native-go/myapp) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [kubectl-cost](https://github.com/kubecost/kubectl-cost) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [Ksctl: Cloud Agnostic Kubernetes Management tool](https://github.com/ksctl/ksctl) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [k8s-node-label-monitor: Kubernetes Node Label Monitor provides a custom' Kubernetes controller for monitoring and notifying changes in the label states of Kubernetes nodes (labels added, deleted, or updated), and can be run either node-local or cluster-wide](https://github.com/adaptant-labs/k8s-node-label-monitor) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kVDI](https://github.com/webmeshproj/webmesh-vdi) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [telekom/das-schiff](https://github.com/telekom/das-schiff) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [ketall](https://github.com/corneliusweig/ketall) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [salesforce/Sloop - Kubernetes History Visualization 🌟](https://github.com/salesforce/sloop) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [flux-subsystem-argo.github.io: GitOps Terraform Resources with Argo CD and Flux Subsystem for Argo](https://flux-subsystem-argo.github.io/website/tutorials/terraform) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [aws/eks-distro](https://github.com/aws/eks-distro) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [cnrancher/autok3s](https://github.com/cnrancher/autok3s) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [sonobuoy](https://github.com/vmware-tanzu/sonobuoy) 🌟🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [tensorchord/envd: Reproducible development environment for AI/ML 🌟](https://github.com/tensorchord/envd) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [blog.flant.com: kubenav as a tool for managing Kubernetes clusters from your smartphone](https://palark.com/blog/kubenav-managing-kubernetes-from-smartphone) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [github.com/jordanwilson230: kubectl-plugins](https://github.com/jordanwilson230/kubectl-plugins/tree/krew) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [acorn-io/acorn](https://github.com/obot-platform/obot) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [custom-pod-autoscaler](https://github.com/jthomperoo/custom-pod-autoscaler) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [github.com/jetpack-io/launchpad ⭐](https://github.com/jetify-com/launchpad) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [zakkg3/ClusterSecret: Kubernetes ClusterSecret operator](https://github.com/zakkg3/ClusterSecret) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [github.com/crumbhole/argocd-vault-replacer](https://github.com/crumbhole/argocd-vault-replacer) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2022)** [getenroute.io: Drive API Security At Kubernetes Ingress Using Helm And Envoy 🌟](https://docs.getenroute.io) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: Introduction to Kubernetes extensibility](https://itnext.io/kubernetes-extensibility-c5fed27f0952) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [shipwrightio](https://x.com/shipwrightio) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [Jetstack Secure Agent 🌟🌟](https://github.com/jetstack/jetstack-secure) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [tekline 🌟](https://github.com/joyrex2001/tekline) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [cloudogu/k8s-diagrams](https://github.com/cloudogu/k8s-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2021)** [k8tz/k8tz: Kubernetes Timezone Controller](https://github.com/k8tz/k8tz) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [vmware-tanzu/k-bench 🌟](https://github.com/vmware/k-bench) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [viaduct-ai/kustomize-sops](https://github.com/viaduct-ai/kustomize-sops) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [arttor/helmify](https://github.com/arttor/helmify) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [abahmed/kwatch](https://github.com/abahmed/kwatch) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [keisku/kubectl-explore](https://github.com/keisku/kubectl-explore) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [haproxy.com: Announcing HAProxy Kubernetes Ingress Controller 1.5 🌟](https://www.haproxy.com/blog/announcing-haproxy-kubernetes-ingress-controller-1-5) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [itnext.io: Service Mesh Testing β€” Tools & Frameworks (Open Source)](https://itnext.io/service-mesh-testing-tools-frameworks-open-source-7904ee222298) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2021)** [itnext.io: Building ML Componentes on Kubernetes](https://itnext.io/building-ml-componentes-on-kubernetes-fc7e24cb9269) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2020)** [github.com/alexellis/run-job](https://github.com/alexellis/run-job) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [mitchellh/terraform-provider-multispace](https://github.com/mitchellh/terraform-provider-multispace) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [Armada](https://github.com/armadaproject/armada) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [kube-burner 🌟](https://github.com/kube-burner/kube-burner) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [Kourier](https://github.com/knative-extensions/net-kourier) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [github.com/kubernetes-sigs/etcdadm ⭐](https://github.com/kubernetes-retired/etcdadm) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [kubernetes-sigs/node-feature-discovery: Node feature discovery for Kubernetes](https://github.com/kubernetes-sigs/node-feature-discovery) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [ctrox/csi-s3](https://github.com/ctrox/csi-s3) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [atombender/ktail 🌟](https://github.com/atombender/ktail) 🌟🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [bitnami-labs/kubewatch](https://github.com/vmware-archive/kubewatch) 🌟🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [teamcode-inc/kubeorbit](https://github.com/teamcode-inc/kubeorbit) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/yannh/kubeconform 🌟](https://github.com/yannh/kubeconform) 🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [PaloAltoNetworks/rbac-police](https://github.com/PaloAltoNetworks/rbac-police) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/controlplaneio/badrobot](https://github.com/controlplaneio/badrobot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [pvc-autoresizer](https://github.com/topolvm/pvc-autoresizer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [gardener/terraformer: Terraformer](https://github.com/gardener/terraformer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [groundcover-com/murre](https://github.com/groundcover-com/murre) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/SimonTheLeg/konf-go](https://github.com/SimonTheLeg/konf-go) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [github.com/we-dcode/kubetunnel](https://github.com/we-dcode/kubetunnel) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Move2Kube 🌟](https://github.com/konveyor/move2kube) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Notary](https://github.com/notaryproject/notary) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [kube-logging/logging-operator](https://github.com/kube-logging/logging-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2026)** [github.com/microsoft/retina](https://github.com/microsoft/retina) 🌟🌟 [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./kubernetes-monitoring.md)*
-  - **(2025)** [HULL](https://github.com/vidispine/hull) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [redhat-certification: chart-verifier: Rules based tool to certify Helm charts' 🌟](https://github.com/redhat-certification/chart-verifier) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [github.com/projectsveltos: sveltosctl](https://github.com/projectsveltos/sveltosctl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2025)** [Kotal operator](https://github.com/kotalco/kotal) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [NVIDIA GPU Operator](https://github.com/NVIDIA/gpu-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2025)** [smartxworks/virtink](https://github.com/smartxworks/virtink) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/replicatedhq/troubleshoot](https://github.com/replicatedhq/troubleshoot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2025)** [cloudtty/cloudtty: A Kubernetes Cloud Shell (Web Terminal) Operator](https://github.com/cloudtty/cloudtty) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [stakater/Forecastle](https://github.com/stakater/Forecastle) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [toboshii/hajimari](https://github.com/toboshii/hajimari) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [Kube-Ray](https://github.com/ray-project/kuberay) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [kudobuilder/kuttl](https://github.com/kudobuilder/kuttl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [Amazon EC2 Metadata Mock](https://github.com/aws/amazon-ec2-metadata-mock) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2024)** [github.com/leg100/pug: PUG](https://github.com/leg100/pug) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [tellerops/helm-teller](https://github.com/tellerops/helm-teller) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [Cass Operator](https://github.com/datastax/cass-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [kube-fluentd-operator 🌟](https://github.com/vmware-archive/kube-fluentd-operator) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [Qovery/pleco](https://github.com/Qovery/pleco) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [steveteuber/kubectl-graph ⭐](https://github.com/steveteuber/kubectl-graph) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [El Carro: The Oracle Operator for Kubernetes 🌟](https://github.com/GoogleCloudPlatform/elcarro-oracle-operator) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [Fabio Load Balancer 🌟](https://fabiolb.net) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2024)** [Chainsaw - The ultimate end to end testing tool for Kubernetes operators](https://github.com/kyverno/chainsaw) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [itnext.io: Multi-Tenancy in Kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/multi-tenancy-in-kubernetes-332ff88d55d8) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: POD rebalancing and allocations in kubernetes | Daniele Polencic 🌟🌟](https://itnext.io/pod-rebalancing-and-allocations-in-kubernetes-df3dbfb1e2f9) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kyma-incubator/terraform-provider-kind: Terraform Provider for kind (Kubernetes' IN Docker)](https://github.com/kyma-incubator/terraform-provider-kind) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/inkdrop-org/inkdrop-visualizer](https://github.com/inkdrop-org/inkdrop-visualizer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [Junos-terraform: JUNOS Terraform Automation Framework (JTAF)](https://github.com/Juniper/Junos-terraform) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [ori-edge/k8s_gateway](https://github.com/ori-edge/k8s_gateway) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kube-oidc-proxy](https://github.com/jetstack/kube-oidc-proxy) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com: NFS Ganesha server and external provisioner](https://github.com/kubernetes-sigs/nfs-ganesha-server-and-external-provisioner) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [csi-rclone: CSI rclone mount plugin](https://github.com/wunderio/csi-rclone) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [hiddeco/Cronjobber](https://github.com/hiddeco/cronjobber) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Havener](https://github.com/homeport/havener) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kustomizer](https://kustomizer.dev) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Maesh](https://traefik.io/traefik-mesh) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2023)** [github.com/IBM/varnish-operator](https://github.com/IBM/varnish-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2022)** [github.com/tlkamp/terraform-provider-validation: Validation Provider](https://github.com/tlkamp/terraform-provider-validation) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [JovianX/helm-release-plugin](https://github.com/JovianX/helm-release-plugin) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [chart-doc-gen: Helm Chart Documentation Generator](https://github.com/kubepack/chart-doc-gen) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [rback: RBAC in Kubernetes visualizer 🌟🌟](https://github.com/team-soteria/rback) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [mattmoor/warm-image: Kubernetes WarmImage CRD](https://github.com/mattmoor/warm-image) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [K8sPurger 🌟](https://github.com/yogeshkk/K8sPurger) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kubectl-tmux-exec](https://github.com/predatorray/kubectl-tmux-exec) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [ruoshan/autoportforward](https://github.com/ruoshan/autoportforward) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [cf-for-k8s](https://github.com/cloudfoundry/cf-for-k8s) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kuberlogic](https://github.com/kuberlogic/kuberlogic) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [rancher/cis-operator](https://github.com/rancher/cis-operator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2021)** [Gama: Terminal UI for GitHub Actions](https://github.com/termkit/gama) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./cicd.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)** [maorfr/helm-backup: Helm Backup Plugin](https://github.com/maorfr/helm-backup) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2021)** [InGate: Ingress & Gateway API Controller (Archived)](https://github.com/kubernetes-sigs/ingate) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [contentful-labs/kube-secret-syncer 🌟](https://github.com/contentful-labs/kube-secret-syncer) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [jenkins-x/gsm-controller](https://github.com/jenkins-x/gsm-controller) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [k8s-cluster-simulator](https://github.com/pfnet-research/k8s-cluster-simulator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [k8s-mirror: Creates a local mirror of a kubernetes cluster in a docker container' to support offline reviewing 🌟](https://github.com/darkbitio/k8s-mirror) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [moule3053/mck8s](https://github.com/moule3053/mck8s) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [github.com/JamesTGrant/kubectl-debug](https://github.com/JamesTGrant/kubectl-debug) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2021)** [govirtuo/kube-ns-suspender 🌟](https://github.com/kube-ns-suspender/kube-ns-suspender) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl-fuzzy 🌟](https://github.com/d-kuro/kubectl-fuzzy) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kfilt](https://github.com/ryane/kfilt) 🌟🌟 [COMMUNITY-TOOL] [GO 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)** [tektoncd/chains](https://github.com/tektoncd/chains) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [ReallyLiri/kubescout: Kube-Scout](https://github.com/ReallyLiri/kubescout) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Trendyol/kink](https://github.com/Trendyol/kink) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [patrickdappollonio/kubectl-slice](https://github.com/patrickdappollonio/kubectl-slice) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [NimbleArchitect/kubectl-ice 🌟](https://github.com/NimbleArchitect/kubectl-ice) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [joyrex2001/kubedock](https://github.com/joyrex2001/kubedock) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubeopsskills/cloud-secret-resolvers: Cloud Secret Resolvers (CSR)](https://github.com/kubeopsskills/cloud-secret-resolvers) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [chrisns/cosign-keyless-demo: Cosign Keyless GitHub Action Demo](https://github.com/chrisns/cosign-keyless-demo) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [github.com/aws-samples: Apache Log4j2 CVE-2021-44228 node agent](https://github.com/aws-samples/kubernetes-log4j-cve-2021-44228-node-agent) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [K3C](https://github.com/rancher/k3c) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [strimzi/strimzi-canary](https://github.com/strimzi/strimzi-canary) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [StatusBay](https://github.com/similarweb/statusbay) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2020)** [github-rebase-bot](https://github.com/nicolai86/github-rebase-bot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [github.com/squalrus/merge-bot: PR Merge Bot](https://github.com/squalrus/merge-bot) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [kris-nova/kaar](https://github.com/krisnova/kaar) 🌟🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [sKan](https://github.com/alcideio/skan) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [gopaddle-io/configurator](https://github.com/gopaddle-io/configurator) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [witchery-project/witchery](https://github.com/witchery-project/witchery) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [theketchio/ketch 🌟](https://github.com/theketchio/ketch) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [github.com/keilerkonzept/aws-secretsmanager-files](https://pkg.go.dev/github.com/keilerkonzept/aws-secretsmanager-files) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [Secretize 🌟](https://github.com/bbl/secretize) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kustomize.md)*
-  - **(2019)** [DaspawnW/vault-crd](https://github.com/DaspawnW/vault-crd) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [4ARMED/kubeletmein](https://github.com/4ARMED/kubeletmein) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [ofek/csi-gcs](https://github.com/ofek/csi-gcs) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [knight42/kubectl-blame: kubectl-blame: git-like blame for kubectl](https://github.com/knight42/kubectl-blame) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [corneliusweig/konfig](https://github.com/corneliusweig/konfig) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [segmentio/kubectl-curl: Kubectl plugin to run curl commands against kubernetes' pods](https://github.com/segmentio/kubectl-curl) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [particledecay/kconf](https://github.com/particledecay/kconf) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [github.com: Branch Cleanup Action 🌟](https://github.com/jessfraz/branch-cleanup-action) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [target/pod-reaper](https://github.com/target/pod-reaper) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [kube-batch](https://github.com/kubernetes-retired/kube-batch) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [nabsul/k8s-ecr-login-renew: Renew Kubernetes Docker secrets for AWS ECR](https://github.com/nabsul/k8s-ecr-login-renew) 🌟🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [fstab/cifs](https://github.com/fstab/cifs) 🌟🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [TerraSchema: Generate JSON Schema from Terraform Configurations](https://github.com/HewlettPackard/terraschema) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [Helm Kanvas Snapshot](https://github.com/meshery-extensions/helm-kanvas-snapshot) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2026)** [github.com/reddec/keycloak-ext-operator](https://github.com/reddec/keycloak-ext-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [rene6502/keepass-secret](https://github.com/rene6502/keepass-secret) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [pulumi/kube2pulumi](https://github.com/pulumi/kube2pulumi) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [github.com/AdamRussak/k8f](https://github.com/AdamRussak/k8f) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [deepfence/YaraHunter](https://github.com/deepfence/YaraHunter) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [github.com/ahmetb/kubectl-foreach: kubectl foreach ⭐](https://github.com/ahmetb/kubectl-foreach) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/Skarlso/crd-to-sample-yaml](https://github.com/Skarlso/crd-to-sample-yaml) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [helm-changelog: Create changelogs for Helm Charts, based on git history](https://github.com/mogensen/helm-changelog) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2024)** [Azure/aad-pod-identity)](https://github.com/Azure/aad-pod-identity) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [upmc-enterprises/registry-creds: Registry Credentials ⭐](https://github.com/upmc-enterprises/registry-creds) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/JovianX/Service-Hub](https://github.com/JovianX/Service-Hub) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Self-Service Kubernetes Namespaces Are A Game-Changer 🌟](https://www.vcluster.com/blog/self-service-kubernetes-namespaces-are-a-game-changer) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [github.com/seal-io/tap: Terraform Advanced Patcher (TAP)](https://github.com/seal-io/tap) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/RoseSecurity/Terramaid](https://github.com/RoseSecurity/Terramaid) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/carlosedp/lbconfig-operator: External Load Balancer Operator' 🌟](https://github.com/carlosedp/lbconfig-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [Ramilito/kubediff ⭐](https://github.com/Ramilito/kubediff) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [pymag09/kubecui](https://github.com/pymag09/kubecui) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [FairwindsOps/gonogo](https://github.com/FairwindsOps/gonogo) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com/oslabs-beta/Ekkremis](https://github.com/oslabs-beta/Ekkremis) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kubeshop/kusk: use OpenAPI to configure Kubernetes](https://github.com/kubeshop/kusk) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [octant.dev](https://octant.dev) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [openshift.com: The Hidden Dangers of Terminating Namespaces 🌟](https://www.redhat.com/en/blog/the-hidden-dangers-of-terminating-namespaces) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [kubermatic.com: Keeping the State of Apps Part 3: Introduction to ConfigMaps 🌟](https://www.kubermatic.com/blog/keeping-the-state-of-apps-part-3-introduction-to-configmaps) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [engineering.salesforce.com: Project Agumbe: Share Objects Across Namespaces in Kubernetes 🌟](https://engineering.salesforce.com/project-agumbe-share-objects-across-namespaces-in-kubernetes-1fc2e1ddb3eb) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [Sentry Operator](https://github.com/jace-ys/sentry-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [chekr](https://github.com/ckotzbauer/chekr) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Another Autoscaler](https://github.com/dignajar/another-autoscaler) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [NS Killer](https://github.com/germainlefebvre4/ns-killer) 🌟 [COMMUNITY-TOOL] [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)** [felipecruz91/debug-ctr](https://github.com/felipecruz91/debug-ctr) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [linode.com: A Overview of Using Octant with Kubernetes](https://www.linode.com/docs/guides/using-octant-with-kubernetes-a-tutorial) 🌟 [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2021)** [hbollon/k8s-voting-app-aws](https://github.com/hbollon/k8s-voting-app-aws) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/PacktPublishing: Kubernetes in Production Best Practices](https://github.com/PacktPublishing/Kubernetes-in-Production-Best-Practices) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thinksys.com: Understanding Multi-Tenancy in Kubernetes 🌟](https://thinksys.com/devops/kubernetes-multi-tenancy) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.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)** [Kubecrt](https://github.com/blendle/kubecrt) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.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)** [Kev](https://github.com/appvia/tako) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [identity-server](https://github.com/kubeops/ui-server) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [chen-keinan/mesh-kridik](https://github.com/chen-keinan/mesh-kridik) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [dcherman/image-cache-daemon](https://github.com/dcherman/image-cache-daemon) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [salesforce/Craft](https://github.com/salesforce/craft) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Tagger](https://github.com/ricardomaraschini/tagger) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Armada kubectl plugin 🌟](https://github.com/night-gold/armada) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [rkubelog 🌟](https://github.com/solarwinds/rkubelog) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [maorfr/kube-tasks: Kube tasks](https://github.com/maorfr/kube-tasks) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [caldito/soup](https://github.com/caldito/soup) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [seaworthy: A CLI to verify #Kubernetes resource health !! 🌟](https://github.com/cakehappens/seaworthy) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kcg 🌟](https://github.com/bit-cloner/kcg) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kubectl-eksporter 🌟](https://github.com/Kyrremann/kubectl-eksporter) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [jsonnet-controller](https://github.com/pelotech/jsonnet-controller) 🌟 [COMMUNITY-TOOL] [GO 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)** [appvia/cosign-keyless-admission-webhook](https://github.com/appvia/cosign-keyless-admission-webhook) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [openclarity/kubeclarity](https://github.com/openclarity/kubeclarity) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [patrickdappollonio/tabloid: tabloid -- your tabulated data's best friend](https://github.com/patrickdappollonio/tabloid) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [github.com/stakater/Xposer](https://github.com/stakater/Xposer) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [Authorizing multi-language microservices with Louketo Proxy](https://developers.redhat.com/blog/2020/08/03/authorizing-multi-language-microservices-with-louketo-proxy) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [tinyzimmer/k3p](https://github.com/tinyzimmer/k3p) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [kubectl-vpa](https://github.com/ninlil/kubectl-vpa) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [bul: Interactive TUI for Exploring Kubernetes Container Logs](https://github.com/ynqa/bul) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [node-policy-webhook](https://github.com/softonic/node-policy-webhook) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Cluster Cloner 🌟](https://github.com/doitintl/clustercloner) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [ekglue - Envoy/Kubernetes glue](https://github.com/jrockway/ekglue) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2020)** [ktx 🌟](https://github.com/vmware-archive/ktx) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Secret backup operator](https://github.com/geritol/secret-backup-operator) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [chrislusf/seaweedfs](https://github.com/chrislusf/seaweedfs) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Promster: Use Prometheus in huge deployments with dynamic clustering and scrape sharding capabilities based on ETCD service registration](https://github.com/flaviostutz/promster) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [github.com/IBM/CP4MCM-SDK : Business Partner App Integration with IBM MCM](https://github.com/IBM/CP4MCM-SDK) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2019)** [Kubernetes Hierarchical Namespace Controller (slides from Kubernetes Multitenancy Working Group) 🌟](https://static.sched.com/hosted_files/kccncna19/f7/kubecon-us-2019-mt-wg-deep-dive.pdf) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [dignajar/another-ldap](https://github.com/dignajar/another-ldap) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [wallarm/sysbindings](https://github.com/wallarm/sysbindings) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [chr-fritz/csi-sshfs](https://github.com/chr-fritz/csi-sshfs) 🌟 [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [vbouchaud/k8s-ldap-auth](https://github.com/HopopOps/k8s-ldap-auth) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Setec 🌟](https://github.com/anthonysterling/setec) 🌟 [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [utilitywarehouse/kube-applier](https://github.com/utilitywarehouse/kube-applier) 🌟 [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [packer.io](https://developer.hashicorp.com/packer) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [OKD](https://okd.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2026)** [kluctl.io 🌟](https://kluctl.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [purelb/purelb](https://gitlab.com/purelb/purelb) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Alcide Advisor: an agentless service for Kubernetes audit and compliance' that's built to ensure a frictionless and secured DevSecOps workflow](https://github.com/alcideio/advisor) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [vcluster.com](https://www.vcluster.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [kateyes.co.uk](https://www.kateyes.co.uk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [kapp 🌟](https://carvel.dev/kapp) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Flux](https://fluxcd.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2026)** [toolkit.fluxcd.io: GitOps Toolkit 🌟](https://fluxcd.io/flux) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2026)** [argoproj.github.io: Argo Events - The Event-driven Workflow Automation Framework](https://argoproj.github.io/argo-events) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2026)** [datadoghq.com](https://www.datadoghq.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [k8gb.io](https://www.k8gb.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [cloudquery.io: Cloud Query: The open-source cloud asset inventory powered by SQL](https://www.cloudquery.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cloud-asset-inventory.md)*
-  - **(2026)** [kubestr.io](https://kubestr.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [github.com/kubernetes-csi](https://github.com/kubernetes-csi) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [crossplane.io](https://www.crossplane.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2026)** [Mattermost](https://mattermost.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./workfromhome.md)*
-  - **(2026)** [Agola](https://agola.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Drone](https://www.drone.io) [LEGACY] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Concourse](https://concourse-ci.org) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Codefresh](https://octopus.com/codefresh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [registry.terraform.io: octopusdeploy Provider](https://registry.terraform.io/providers/OctopusDeployLabs/octopusdeploylatest/docs) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [kubearmor.io](https://kubearmor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [eksworkshop.com 🌟](https://www.eksworkshop.com) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [kubesphere.io](https://kubesphere.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [Giant Swarm](https://www.giantswarm.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [Rclone 🌟🌟🌟](https://rclone.org) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [Portainer Community Edition](https://www.portainer.io/install) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [buildpacks.io: Cloud Native Buildpacks 🌟](https://buildpacks.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Traefik](https://traefik.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2026)** [**prometheus.io**](https://prometheus.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [prometheus-operator.dev 🌟](https://prometheus-operator.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [steampipe](https://steampipe.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [Nomad](https://developer.hashicorp.com/nomad) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [Docker Swarm](https://docs.docker.com/engine/swarm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2026)** [pkg.go.dev/k8s.io/client-go](https://pkg.go.dev/k8s.io/client-go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2026)** [admiralty.io](https://admiralty.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2026)** [ddev.com](https://ddev.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [Jaeger](https://www.jaegertracing.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2026)** [kustomize.io 🌟](https://kustomize.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kustomize.md)*
-  - **(2026)** [github.com/CrunchyData](https://github.com/CrunchyData) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2026)** [github.com/topics/gitops 🌟](https://github.com/topics/gitops) [EMERGING] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [**Microk8s**](https://canonical.com/microk8s) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [k0s](https://k0sproject.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [kurl.sh](https://kurl.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [Openshift Container Platform](https://nubenetes.com/openshift/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [Rancher: Enterprise management for Kubernetes](https://nubenetes.com/rancher/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2026)** [Red Hat Communities of Practice](https://github.com/redhat-cop) [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2026)** [github.com/quay](https://github.com/quay) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Harbor](https://goharbor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2025)** [Config Sync](https://docs.cloud.google.com/kubernetes-engine/config-sync/docs/overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [RunsOn: Self-hosted GitHub Actions Runners in AWS](https://runs-on.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2025)** [digger.dev](https://digger.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [devhints.io/go: Go cheatsheet](https://devhints.io/go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [github.com: golang-cheat-sheet](https://github.com/a8m/golang-cheat-sheet) [ENTERPRISE-STABLE] [GO CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [plural.sh: Deploy open-source software on Kubernetes in record time ⭐](https://www.plural.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/krateoplatformops/krateo](https://github.com/krateoplatformops/krateo) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/jwcesign/kubespider](https://github.com/jwcesign/kubespider) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [github.com/KWasm/podman-wasm](https://github.com/KWasm/podman-wasm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./cicd.md)*
-  - **(2025)** [Rancher Logging Operator 🌟](https://rancher.com/docs/rancher/v2.x/en/logging/v2.5) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2025)** [NFTables mode for kube-proxy in Kubernetes](https://kubernetes.io/blog/2025/02/28/nftables-kube-proxy) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2025)** [Canine: A Developer-friendly PaaS for Kubernetes](https://canine.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [pkg.go.dev/knative.dev/security-guard](https://pkg.go.dev/knative.dev/security-guard) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2025)** [slim.ai: Automatically reduce Docker container size using DockerSlim](https://www.root.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2025)** [Cockroach](https://www.cockroachlabs.com/docs/stable/kubernetes-overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [AWS IP inventory](https://github.com/okelet/awsipinventory) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2025)** [Flux. The GitOps operator for Kubernetes](https://nubenetes.com/flux/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Kustomize - Template-Free Kubernetes Configuration Customization](https://nubenetes.com/kustomize/) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Kubectl plugins and tools](https://nubenetes.com/kubernetes/#kubectl-plugins) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2024)** [Krew](https://krew.sigs.k8s.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2024)** [terraform-docs.io](https://terraform-docs.io/user-guide/introduction) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.microsoft.com: Overview of Azure Export for Terraform](https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-terraform-overview) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.microsoft.com: Using Azure Export for Terraform in advanced scenarios](https://learn.microsoft.com/en-us/azure/developer/terraform/azure-export-for-terraform/export-advanced-scenarios) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [Gitea](https://about.gitea.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2024)** [github.com/ElementTech/kube-reqsizer](https://github.com/ElementTech/kube-reqsizer) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [github.com/lukaszraczylo/jobs-manager-operator 🌟](https://github.com/lukaszraczylo/jobs-manager-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2024)** [Arktos](https://github.com/futurewei-cloud/arktos) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [smartxworks/knest](https://github.com/smartxworks/knest) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [jthomperoo/k8shorizmetrics](https://github.com/jthomperoo/k8shorizmetrics) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [openservicemesh.io](https://openservicemesh.io) [LEGACY] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2024)** [waypointproject.io](https://developer.hashicorp.com/waypoint) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2024)** [Kubeval](https://teresaforcades.com/pensament/medicina.html) [LEGACY] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [ketch](https://theketch.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [AWS Load Balancer Controller 🌟](https://kubernetes-sigs.github.io/aws-load-balancer-controller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [docs.docker.com: docker buildx imagetools](https://docs.docker.com/reference/cli/docker/buildx/imagetools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [docs.netapp.com: Work with docker volumes - Astra Trident 🌟](https://docs.netapp.com/us-en/trident/trident-docker/volumes-docker.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [Docker Swarm](https://nubenetes.com/kubernetes-alternatives/#docker-swarm) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2024)** [huggingface.co: Implementing Fractional GPUs in Kubernetes with Aliyun Scheduler](https://huggingface.co/blog/NileshInfer/implementing-fractional-gpus-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [Nix](https://nix.dev/manual/nix/2.28) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [kubedb.com](https://kubedb.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [Moco](https://cybozu-go.github.io/moco) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [VictoriaMetrics](https://victoriametrics.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [Percona.com: Percona Kubernetes Operator for Percona XtraDB Cluster](https://docs.percona.com/percona-operator-for-mysql/pxc/index.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2024)** [Prometheus](https://nubenetes.com/prometheus/#aws-managed-services-for-prometheus-and-grafana) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Prometheus TSDB**](https://prometheus.io/docs/prometheus/latest/storage) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Cortex**:](https://cortexmetrics.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [**Thanos**:](https://thanos.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2024)** [iximiuz.com: How To Develop Kubernetes CLIs Like a Pro](https://iximiuz.com/en/posts/kubernetes-api-go-cli) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2024)** [paralus.io 🌟](https://www.paralus.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2024)** [Amazon Web Services: EKS Cluster Autoscaler](https://docs.aws.amazon.com/eks/latest/userguide/autoscaling.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Azure: AKS Cluster Autoscaler](https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Google Cloud Platform: GKE Cluster Autoscaler](https://docs.cloud.google.com/kubernetes-engine/docs/concepts/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [keda.sh: Kubernetes Event-driven Autoscaling. Application autoscaling made simple.](https://keda.sh) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [Flagger](https://flagger.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [Move2Kube](https://move2kube.konveyor.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [k8sgpt.ai](https://k8sgpt.ai) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [collabnix.com: The Rise of Kubernetes and AI – Kubectl OpenAI plugin](https://collabnix.com/the-rise-of-kubernetes-and-ai-kubectl-openai-plugin) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [loft.sh: 10 Essentials For Kubernetes Multi-Tenancy](https://website.vcluster.com/blog/kubernetes-multi-tenancy-10-essential-considerations) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Kubernetes Scheduler Deep Dive | Daniele Polencic](https://itnext.io/kubernetes-scheduler-deep-dive-fdfcb516be30) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [Templating YAML in Kubernetes with real code](https://learnkube.com/templating-yaml-with-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [cloudquery.io: Announcing CloudQuery Terraform Drift Detection](https://www.cloudquery.io/blog/announcing-cloudquery-terraform-drift-detection) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [spacelift.io: Azure Terraform Export: Importing Resources with Aztfexport](https://spacelift.io/blog/azure-terraform-export) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techcommunity.microsoft.com: Azure Terrafy – Import your existing Azure infrastructure into Terraform HCL](https://techcommunity.microsoft.com/blog/itopstalkblog/azure-terrafy-%e2%80%93-import-your-existing-azure-infrastructure-into-terraform-hcl/3357653) [GUIDE] [LEGACY] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com: RedHat Actions 🌟](https://github.com/redhat-actions) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2023)** [helm-scanner](https://github.com/bridgecrewio/helm-scanner) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2023)** [itnext.io: Operator Lifecycle Manager](https://itnext.io/wth-is-a-operator-lifecycle-manager-873cf1661b04) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [linuxera.org: Writing Operators using the Operator Framework SDK](https://linuxera.org/writing-operators-using-operator-framework) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2023)** [github.com/chenjiandongx/kubectl-count](https://github.com/chenjiandongx/kubectl-count) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Kourier: A lightweight Knative Serving ingress](https://developers.redhat.com/blog/2020/06/30/kourier-a-lightweight-knative-serving-ingress) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(2023)** [KubeMQ.io: Kubernetes Native Message Queue Broker](https://kubemq.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Apache Camel K](https://camel.apache.org/camel-k/2.10.x) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [grafana.com: Grafana Beyla 1.0 release: zero-code instrumentation for application telemetry using eBPF](https://grafana.com/blog/grafana-beyla-1-0-release-zero-code-instrumentation-for-application-telemetry-using-ebpf) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(2023)** [prometheus.io: Comparison to Alternatives 🌟](https://prometheus.io/docs/introduction/comparison) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [**M3**:](https://m3db.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2023)** [Rate Limiting in Controller-Runtime and Client-go](https://danielmangum.com/posts/controller-runtime-client-go-rate-limiting) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [itnext.io: Writing a Kubernetes CLI in Go](https://itnext.io/writing-a-kubernetes-cli-in-go-a3970ad58299) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [Keptn](https://keptn.sh/stable) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./keptn.md)*
-  - **(2023)** [iximiuz.com: In Pursuit of Better Container Images: Alpine, Distroless, Apko, Chisel, DockerSlim, oh my!](https://iximiuz.com/en/posts/containers-making-images-better) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2023)** [DigitalOcean Kubernetes: DOKS Cluster Autoscaler](https://docs.digitalocean.com/products/kubernetes/how-to/autoscale) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [kedify.io: Prometheus and Kubernetes Horizontal Pod Autoscaler don’t talk, KEDA does](https://www.kedify.io/resources/blog/prometheus-and-kubernetes-horizontal-pod-autoscaler-dont-talk-keda-does) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [dailymotion-oss.github.io/octopilot: Octopilot](https://dailymotion-oss.github.io/octopilot) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2022)** [itnext.io: OpenTelemetry β€” Understanding SLI and SLO with OpenTelemetry Demo](https://itnext.io/opentelemetry-understanding-sli-and-slo-with-opentelemetry-demo-74c1d0b263b0) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [Centralized Add-on Management Across N Kubernetes Clusters](https://dev.to/gianlucam76/centralized-add-on-management-across-n-kubernetes-clusters-308k) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [itnext.io: Working with kubernetes configmaps, part 1: volume mounts](https://itnext.io/working-with-kubernetes-configmaps-part-1-volume-mounts-f0ace283f5aa) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [redhat.com: Kubernetes architecture: How to use hierarchical namespaces for multiple tenants](https://www.redhat.com/en/blog/kubernetes-hierarchical-namespaces) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Kubernetes Multi-Tenancy: Why Virtual Clusters Are The Best Solution](https://www.vcluster.com/blog/kubernetes-multi-tenancy-why-virtual-clusters-are-the-best-solution) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.joshgav.com: Clusters for all! - 16 May 2022 on Multitenancy, Clusters](https://blog.joshgav.com/posts/cluster-level-multitenancy) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thenewstack.io: Avoiding the Pitfalls of Multitenancy in Kubernetes](https://thenewstack.io/avoiding-the-pitfalls-of-multitenancy-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [infracloud.io: Introduction to Multi-Tenancy in Kubernetes](https://www.infracloud.io/blogs/multi-tenancy-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Multi-Tenant Kubernetes Clusters: Challenges and Useful Tooling](https://www.vcluster.com/blog/multi-tenant-kubernetes-clusters-challenges-and-useful-tooling) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cast.ai: Kubernetes Namespace: How To Use It To Organize And Optimize Costs](https://cast.ai/blog/kubernetes-namespace-how-to-use-it-to-organize-and-optimize-costs) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [blog.newrelic.com: Kubernetes Fundamentals, Part 4: How to Organize Clusters](https://newrelic.com/blog/infrastructure-monitoring/how-to-organize-kubernetes-clusters) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [neonmirrors.net: Reducing Pod Volume Update Times](https://neonmirrors.net/post/2022-12/reducing-pod-volume-update-times) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [Announcing Azure Terrafy and AzAPI Terraform Provider Previews](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azure-terrafy-and-azapi-terraform-provider-previews/3270937) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Fully Automated Management of Egress IPs with the egressip-ipam-operator 🌟](https://www.redhat.com/en/blog/fully-automated-management-of-egress-ips-with-the-egressip-ipam-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2022)** [kubeload - load testing](https://github.com/Efrat19/kubeload) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [Michaelpalacce/SimpleSecrets](https://github.com/Michaelpalacce/SimpleSecrets) [EMERGING] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [Kdo: deployless development on Kubernetes 🌟](https://kdo.dev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [dev.to/hkhelil: Building a Kubernetes Operator with an NGINX CRD](https://dev.to/hkhelil/building-a-kubernetes-operator-with-an-nginx-crd-3lil) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2022)** [mperezco/forklift-configmap-service](https://github.com/mmmmmmpc/forklift-configmap-service) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [Manifesto 🌟](https://gitlab.com/jackatbancast/manifesto) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [vault-controller](https://github.com/gobins/vault-controller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kingdonb/kubectl-exec-user](https://github.com/kingdonb/kubectl-exec-user) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [developers.redhat.com: 8 open source Kubernetes security tools](https://developers.redhat.com/articles/2022/06/20/8-open-source-kubernetes-security-tools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [go-kubectx](https://github.com/aca/go-kubectx) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kube-exec 🌟](https://engineerd.github.io/kube-exec/introduction) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [kubedev 🌟](https://relferreira.github.io/kubedev) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [K8s Vault Webhook 🌟](https://ot-container-kit.github.io/k8s-vault-webhook) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.25: Combiner](https://kubernetes.io/blog/2022/08/23/kubernetes-v1-25-release) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [youtube: Monitoring your k6 load test: how to install Grafana and Prometheus on a Kubernetes cluster](https://www.youtube.com/watch?v=GL2v81xYuAQ&ab_channel=k6) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [sysdig.com: Prometheus 2.37 – The first long-term supported release! 🌟](https://www.sysdig.com/blog) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2022)** [blog.kubesimplify.com: Getting started with ko: A fast container image builder for your Go applications](https://blog.kubesimplify.com/getting-started-with-ko-a-fast-container-image-builder-for-your-go-applications) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2022)** [github.com/airwallex: k8s-pod-restart-info-collector](https://github.com/airwallex/k8s-pod-restart-info-collector) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2022)** [blog.px.dev: Horizontal Pod Autoscaling with Custom Metrics in Kubernetes 🌟](https://blog.px.dev/autoscaling-custom-k8s-metric) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [hub.helm.sh: cluster-autoscaler](https://artifacthub.io/packages/helm/stable/cluster-autoscaler) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [opcito.com: A guide to mastering autoscaling in Kubernetes with KEDA](https://www.opcito.com/blogs/a-guide-to-mastering-autoscaling-in-kubernetes-with-keda) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [blog.sigstore.dev: How to verify container images with Kyverno using KMS,' Cosign, and Workload Identity](https://blog.sigstore.dev/how-to-verify-container-images-with-kyverno-using-kms-cosign-and-workload-identity-1e07d2b85061) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [webhooks.app](https://webhooks.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Journey Of A Microservice Application In The Kubernetes World](https://itnext.io/journey-of-a-microservice-application-in-the-kubernetes-world-bdfe795532ef) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.flant.com: Our experience with Postgres Operator for Kubernetes by Zalando](https://palark.com/blog/our-experience-with-postgres-operator-for-kubernetes-by-zalando) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.argoproj.io: Introducing the AppSource Controller for ArgoCD](https://blog.argoproj.io/introducing-the-appsource-controller-for-argocd-52f21d28d643) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [aws blogs: Git Push to Deploy Your App on EKS](https://aws.amazon.com/blogs/opensource/git-push-deploy-app-eks-gitkube) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Solving ArgoCD Secret Management with the argocd-vault-plugin 🌟](https://itnext.io/argocd-secret-management-with-argocd-vault-plugin-539f104aff05) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dev.to: Go, Kafka and gRPC clean architecture CQRS microservices with Jaeger tracing](https://dev.to/aleksk1ng/go-kafka-and-grpc-clean-architecture-cqrs-microservices-with-jaeger-tracing-45bj) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [trstringer.com: What Determines if a Kubernetes Node is Ready?](https://trstringer.com/kubernetes-node-ready) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Using Admission Controllers to Detect Container Drift at Runtime](https://kubernetes.io/blog/2021/12/21/admission-controllers-for-container-drift) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [blog.sighup.io: Hierarchical Namespace Controller (HNC): a look into the future of Kubernetes Multitenancy](https://blog.sighup.io/an-introduction-to-hierarchical-namespace-controller-hnc) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [vamsitalkstech.com: Kubernetes Multi-tenancy Best Practices & Architecture Model..(2/2)](https://www.vamsitalkstech.com/architecture/kubernetes-multitenancy-best-practices-architecture-models-2-2) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [vamsitalkstech.com: Introduction to Kubernetes Multi-tenancy..(1/2)](https://www.vamsitalkstech.com/architecture/a-deepdive-into-kubernetes-multitenancy-1-2) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [rpadovani.com: How Kubernetes picks which pods to delete during scale-in](https://rpadovani.com/k8s-algorithm-pick-pod-scale-in) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenewstack.io: How do applications run on kubernetes?](https://thenewstack.io/how-do-applications-run-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [github.com/jamesw4/confirm-tfvars](https://github.com/jamesw4/confirm-tfvars) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [containerjournal.com: GitLab Brings Kubernetes Operator to Red Hat OpenShift](https://cloudnativenow.com/features/gitlab-brings-kubernetes-operator-to-red-hat-openshift) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.gruntwork.io: Introducing git-xargs: an open source tool to update multiple GitHub repos](https://www.gruntwork.io/blog/introducing-git-xargs-an-open-source-tool-to-update-multiple-github-repos) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub brings supply chain security features to the Go community](https://github.blog/security/supply-chain-security/github-supply-chain-security-features-go-community) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub CLI 2.0 includes extensions!](https://github.blog/news-insights/product-news/github-cli-2-0-includes-extensions) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [abhirockzz/kubexpose-operator](https://github.com/abhirockzz/kubexpose-operator) [EMERGING] [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [vivilearns2code.github.io: Writing Controllers For Kubernetes Resources](https://vivilearns2code.github.io/k8s/2021/03/11/writing-controllers-for-kubernetes-custom-resources.html) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [developers.redhat.com: Managing stateful applications with Kubernetes Operators in Golang 🌟](https://developers.redhat.com/articles/2021/08/04/managing-stateful-applications-kubernetes-operators-golang) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [Kubernetes Active Passive Applications](https://github.com/amelbakry/kubernetes-active-passive) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [karmab/autolabeller](https://github.com/karmab/autolabeller) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Kubesurveyor 🌟](https://github.com/viralpoetry/kubesurveyor) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [mohatb/kubectl-exec](https://github.com/mohatb/kubectl-exec) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [pan-net-security/kcount](https://github.com/pan-net-security/kcount) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Analyze Kubernetes Audit logs using Falco 🌟](https://github.com/developer-guy/falco-analyze-audit-log-from-k3s-cluster) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.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)** [uw-labs.github.io: Kubernetes Semaphore: A modular and nonintrusive framework' for cross cluster communication](https://uw-labs.github.io/blog/kubernetes,/multicluster/2021/07/21/kube-semaphore-intro.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [devops.com: Dynatrace Advances Application Environments as Code](https://devops.com/dynatrace-advances-application-environments-as-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: How OpenTelemetry Works with Kubernetes](https://thenewstack.io/how-opentelemetry-works-with-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: Jaeger vs. Zipkin: Battle of the Open Source Tracing Tools](https://thenewstack.io/jaeger-vs-zipkin-battle-of-the-open-source-tracing-tools) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: New Dynatrace Operator elevates cloud-native observability' for Kubernetes](https://www.dynatrace.com/news/blog/new-dynatrace-operator-elevates-cloud-native-observability-for-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Krossboard](https://krossboard.app) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [aws.amazon.com: Streaming Kubernetes Events in Slack](https://aws.amazon.com/blogs/containers/streaming-kubernetes-events-in-slack) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [developers.redhat.com: Build your own RPM package with a sample Go program to simplify installing, updating, or removing a piece of software](https://developers.redhat.com/articles/2021/05/21/build-your-own-rpm-package-sample-go-program) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [blog.golang.org: Gopls on by default in the VS Code Go extension](https://go.dev/blog/gopls-vscode-go) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [daily.dev: Building a fault-tolerant event-driven architecture with Google Cloud, Pulumi and Debezium](https://daily.dev/blog/building-a-fault-tolerant-event-driven-architecture-with-google-cloud-pulumi-and-debezium) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [rudderstack.com iPaaS](https://www.rudderstack.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [sysdig.com: How to monitor an Oracle database with Prometheus. The OracleDB Prometheus exporter](https://www.sysdig.com/blog/monitor-oracle-database-prometheus) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [sysdig.com: How to monitor Redis with Prometheus](https://www.sysdig.com/blog/redis-prometheus) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: 30 Pull Requests Later, Prometheus Memory Use Is Cut in Half](https://thenewstack.io/30-pull-requests-later-prometheus-memory-use-is-cut-in-half) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [prometheus.io: Introducing Prometheus Agent Mode, an Efficient and Cloud-Native Way for Metric Forwarding](https://prometheus.io/blog/2021/11/16/agent) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [aws.amazon.com: Building a Prometheus remote write exporter for the OpenTelemetry Go SDK](https://aws.amazon.com/blogs/opensource/building-a-prometheus-remote-write-exporter-for-the-opentelemetry-go-sdk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [OpenTelemetry Launchers 🌟](https://github.com/search?q=org%3Alightstep+launcher) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [devclass.com: Safety…first? Prometheus 2.24 finally features TLS on HTTP serving endpoints](https://www.devclass.com/containers/2021/01/07/safetyfirst-prometheus-224-finally-features-tls-on-http-serving-endpoints/1626636) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [promlens.com 🌟](https://promlens.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [admiralty.io: Multi-Region AWS Fargate on EKS](https://admiralty.io/docs/tutorials/fargate) [COMMUNITY-TOOL] [GUIDE] [GO CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [dev.to/danielepolencic: Request-based autoscaling in Kubernetes: scaling to zero](https://dev.to/danielepolencic/request-based-autoscaling-in-kubernetes-scaling-to-zero-2i73) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [dev.to/danielepolencic: Scaling Kubernetes to multiple clusters and regions 🌟](https://dev.to/danielepolencic/scaling-kubernetes-to-multiple-clusters-and-regionss-294b) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [blog.crunchydata.com: Crunchy Postgres Operator 4.6.0 🌟](https://www.crunchydata.com/blog/crunchy-postgres-operator-4.6.0) [LEGACY] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Next Generation Crunchy Postgres for Kubernetes 5.0 Released](https://www.crunchydata.com/news/next-generation-crunchy-postgres-for-kubernetes-released) [LEGACY] [GO CONTENT] β€” *Go to [Section](./crunchydata.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)** [blog.crunchydata.com: Your Guide to Connection Management in Postgres 🌟](https://www.crunchydata.com/blog/your-guide-to-connection-management-in-postgres) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [**KubeFed Operator**](https://operatorhub.io/operator/kubefed-operator) [COMMUNITY-TOOL] [LEGACY] [GO CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2021)** [Ambassador Edge Stack. K8S Initializer  (scaffolding tool) 🌟](https://blackbird.a8r.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2021)** [thenewstack.io: Weaveworks Adds Policy as Code to Secure Kubernetes Apps' (Magalix)](https://thenewstack.io/weaveworks-adds-policy-as-code-to-secure-kubernetes-apps) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [nirmata.com: Introducing Kyverno 1.4.2: Trusted And More Efficient!](https://nirmata.com/2021/08/18/introducing-kyverno-1-4-2-trusted-and-more-efficient) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [kubermatic.com: Using Open Policy Agent With Kubermatic Kubernetes Platform](https://www.kubermatic.com/blog/using-open-policy-agent-with-kubermatic) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [thenewstack.io: Yor Automates Tagging for Infrastructure as Code](https://thenewstack.io/yor-automates-tagging-for-infrastructure-as-code) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [nirmata.com: Kubernetes Supply Chain Policy Management with Cosign and Kyverno](https://nirmata.com/2021/08/12/kubernetes-supply-chain-policy-management-with-cosign-and-kyverno) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2020)** [dev.to: Implementing a simple K8s admission controller in Go](https://dev.to/douglasmakey/implementing-a-simple-k8s-admission-controller-in-go-2dcg) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.argoproj.io: Introducing the ApplicationSet Controller for Argo CD](https://blog.argoproj.io/introducing-the-applicationset-controller-for-argo-cd-982e28b62dc5) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensift.com: K8s Integrity Shield (tech-preview): Protecting the Integrity of Kubernetes Resources with Signature](https://www.redhat.com/en/blog/k8s-integrity-shield-tech-preview-protecting-the-integrity-of-kubernetes-resources-with-signature) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.nillsf.com: How to run your own admission controller on Kubernetes](https://blog.nillsf.com/index.php/2020/12/03/how-to-run-your-own-admission-controller-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [kubernetes.io: Introducing Hierarchical Namespaces](https://kubernetes.io/blog/2020/08/14/introducing-hierarchical-namespaces) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [infoq.com: Managing Infrastructure from Kubernetes with the HashiCorp Terraform Operator](https://www.infoq.com/news/2020/04/terraform-operator-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [kubestone.io](https://kubestone.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [developers.redhat.com: Skupper.io: Let your services communicate across Kubernetes clusters](https://developers.redhat.com/blog/2020/01/01/skupper-io-let-your-services-communicate-across-kubernetes-clusters) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [developers.redhat.com: Kubernetes integration and more in odo 2.0](https://developers.redhat.com/blog/2020/10/06/kubernetes-integration-and-more-in-odo-2-0) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [GitHub CLI](https://cli.github.com) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [hub.helm.sh 🌟](https://hub.helm.sh) [LEGACY] [GO CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [Domain-harvester](https://github.com/shurshun/domain-harvester) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2020)** [ecrcp](https://github.com/bit-cloner/ecrcp) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./aws-containers.md)*
-  - **(2020)** [github.com/OvidiuBorlean/kubectl-windumps](https://github.com/OvidiuBorlean/kubectl-windumps) [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [**Kpt**: Packaging up your Kubernetes configuration with git and YAML since' 2014 **(Google)**](https://opensource.googleblog.com/2020/03/kpt-packaging-up-your-kubernetes.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [wangjia184/pod-inspector](https://github.com/wangjia184/pod-inspector) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(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) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [Crossplane as an OpenShift Operator to manage and provision cloud-native services](https://blog.crossplane.io/crossplane-openshift-operator-cloud-native-services) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2020)** [Building a high performance JSON parser](https://dave.cheney.net/high-performance-json.html) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2020)** [itnext.io: KubeSphere: A New Pluggable Kubernetes Application Management Platform](https://itnext.io/kubesphere-a-new-pluggable-kubernetes-application-management-platform-bf078b9f3330) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [speakerdeck.com/thockin: Code Review in Kubernetes](https://speakerdeck.com/thockin/code-review-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2020)** [kubench](https://github.com/vincentserpoul/kubench) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2020)** [Open Data Hub](https://opendatahub.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [opensource.com: Try this Kubernetes HTTP router and reverse proxy](https://opensource.com/article/20/4/http-kubernetes-skipper) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [gabrieltanner.org: Golang Application monitoring using Prometheus](https://gabrieltanner.org/blog/collecting-prometheus-metrics-in-golang) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [itnext.io - Prometheus: yet-another-cloudwatch-exporter β€” collecting AWS CloudWatch metrics](https://itnext.io/prometheus-yet-another-cloudwatch-exporter-collecting-aws-cloudwatch-metrics-806bd34818a8) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 1): The Head Block](https://ganeshvernekar.com/blog/prometheus-tsdb-the-head-block) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 2): WAL and Checkpoint](https://ganeshvernekar.com/blog/prometheus-tsdb-wal-and-checkpoint) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 3): Memory Mapping of Head Chunks from Disk](https://ganeshvernekar.com/blog/prometheus-tsdb-mmapping-head-chunks-from-disk) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [ganeshvernekar.com: Prometheus TSDB (Part 4): Persistent Block and its Index](https://ganeshvernekar.com/blog/prometheus-tsdb-persistent-block-and-its-index) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [zerodha.tech: Infrastructure monitoring with Prometheus at Zerodha](https://zerodha.tech/blog/infra-monitoring-at-zerodha) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [thenewstack.io: Pulumi Releases a Kubernetes Operator](https://thenewstack.io/pulumi-releases-a-kubernetes-operator) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2020)** [github.com/dvob/k8s-s2s-auth: Kubernetes Service Accounts 🌟](https://github.com/dvob/k8s-s2s-auth) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [kyverno.io 🌟](https://kyverno.io) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [Kubernetes Goat 🌟](https://madhuakula.com/kubernetes-goat) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [thenewstack.io: CNCF KEDA 2.0 Scales up Event-Driven Programming on Kubernetes](https://thenewstack.io/microsoft-keda-2-0-scales-up-event-driven-programming-on-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [blog.crunchydata.com: Announcing Google Cloud Storage (GCS) Support for pgBackRest](https://www.crunchydata.com/blog/announcing-google-cloud-storage-gcs-support-for-pgbackrest) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Introducing the Postgres Prometheus Adapter](https://www.crunchydata.com/blog/using-postgres-to-back-prometheus-for-your-postgresql-monitoring-1) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [Tanka](https://tanka.dev/tutorial/jsonnet) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [Mirantis Docker Enterprise 3.1+ with Kubernetes](https://www.mirantis.com/software/mirantis-kubernetes-engine) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2020)** [tanzu.vmware.com: VMware Tanzu SQL: MySQL at Scale Made Easy for Kubernetes](https://blogs.vmware.com/tanzu/vmware-tanzu-sql-mysql-at-scale-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2019)** [slack.engineering: A Simple Kubernetes Admission Webhook](https://slack.engineering/simple-kubernetes-webhook) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [github.com/ibuildthecloud/wtfk8s](https://github.com/ibuildthecloud/wtfk8s) [LEGACY] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [maruina/aws-auth-manager: K8s controller to manage the aws-auth configmap](https://github.com/maruina/aws-auth-manager) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [blog.jessfraz.com: Hard Multi-Tenancy in Kubernetes (2018)](https://blog.jessfraz.com/post/hard-multi-tenancy-in-kubernetes) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2018)** [jenkins-infra/jenkins-usage-stats 🌟](https://github.com/jenkins-infra/jenkins-usage-stats) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [Compass 🌟](https://github.com/winfordlin/Compass) [COMMUNITY-TOOL] [GO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [POKE - Provision Opinionated Kubernetes on EKS](https://github.com/bit-cloner/poke) [LEGACY] [GO CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
 
+*... and 981 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -17977,18 +2106,18 @@
 Click to view 64 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)** [==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)** [==griddynamics/mpl==](https://github.com/griddynamics/mpl) 🌟🌟🌟🌟🌟 [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)** [==griddynamics/mpl==](https://github.com/griddynamics/mpl) 🌟🌟🌟🌟🌟 [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)** [==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)** [**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](./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)*
   - **(2021)** [**itnext.io: SonarQube: running tests from Jenkins Pipeline in Docker**](https://itnext.io/sonarqube-running-tests-from-jenkins-pipeline-from-docker-7740702b6f42) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GROOVY CONTENT] β€” *Go to [Section](./sonarqube.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)*
   - **(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)*
@@ -18003,39 +2132,39 @@
   - **(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](./jenkins.md)*
+  - **(2026)** [Active Choices 🌟](https://plugins.jenkins.io/uno-choice) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./jenkins.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)** [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)** [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)*
   - **(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)*
-  - **(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)*
+  - **(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)*
   - **(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)** [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [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)** [jenkins.io - **Jenkinsfile** 🌟](https://www.jenkins.io/doc/book/pipeline/jenkinsfile) [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)** [itnext.io: Ansible and Jenkins β€” automate your scritps 🌟](https://itnext.io/ansible-and-jenkins-automate-your-scritps-8dff99ef653) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./ansible.md)*
   - **(2021)** [cloudbees.com: Automated Build and Deploy Feedback Using Jenkins and Instana' 🌟](https://www.cloudbees.com/blog/automated-build-deploy-feedback-using-instana) [COMMUNITY-TOOL] [GROOVY CONTENT] β€” *Go to [Section](./monitoring.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)** [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)** [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)** [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)** [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)** [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)** [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)*
-  - **(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)** [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)*
   - **(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)** [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)*
-  - **(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)*
@@ -18092,18 +2221,18 @@
 ## Hcl Content
 
 

-Click to view 239 resources under Hcl Content
+Click to view top 100 of 239 resources under Hcl Content
 
   - **(2026)** [==github.com/terraform-aws-modules/terraform-aws-eks: AWS EKS Terraform module==](https://github.com/terraform-aws-modules/terraform-aws-eks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
   - **(2026)** [==Kubestack Gitops Framework==](https://github.com/kbst/terraform-kubestack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./kustomize.md)*
   - **(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](./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)*
+  - **(2024)** [==Terraform Kubernetes Boilerplates 🌟==](https://nubenetes.com/terraform/) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)*
@@ -18140,7 +2269,7 @@
   - **(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)*
-  - **(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)** [**AWS EKS Argo CD Terraform Component**](https://github.com/cloudposse-terraform-components/aws-eks-argocd) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [HCL CONTENT] β€” *Go to [Section](./argo.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)*
@@ -18177,15 +2306,15 @@
   - **(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)*
+  - **(2022)** [youtube: Terrraform + Ansible: Automating configuration in infrastructure](https://www.youtube.com/watch?v=DeNflzdjxVM) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2022)** [digitalocean.com: How To Build a Custom Terraform Module](https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2022)** [dev.to: Terraform Modules for Advanced Users](https://dev.to/gofirefly/terraform-modules-for-advanced-users-4n56) 🌟🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [youtube: Terrraform + Ansible: Automating configuration in infrastructure](https://www.youtube.com/watch?v=DeNflzdjxVM) 🌟🌟🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(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)** [itnext.io: How We Used Terraform to Create and Manage a HA AKS Kubernetes Cluster in Azure](https://itnext.io/how-we-used-terraform-to-create-and-manage-a-ha-aks-kubernetes-cluster-in-azure-812f64896c08) 🌟🌟🌟 [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)** [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)** [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)*
   - **(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/infrahouse/terraform-aws-openvpn](https://github.com/infrahouse/terraform-aws-openvpn) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
@@ -18194,146 +2323,8 @@
   - **(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)*
   - **(2021)** [github.com/venkateshk111/terraform-beginners-guide 🌟](https://github.com/venkateshk111/terraform-beginners-guide) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [garutilorenzo/k3s-aws-terraform-cluster](https://github.com/garutilorenzo/k3s-aws-terraform-cluster) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [Bootstrap RKE Kubernetes Cluster in AWS Environment](https://github.com/LukeMwila/bootstrap-rke-cluster-in-aws) 🌟🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2024)** [github.com/terraform-aws-modules/terraform-aws-solutions](https://github.com/terraform-aws-modules/terraform-aws-solutions) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopshubproject/azure-terraform-ansible](https://github.com/devopshubproject/azure-terraform-ansible) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [registry.terraform.io/modules: azure-terraformer - azuredevops provider](https://registry.terraform.io/modules/markti/azure-terraformer/azuredevops) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [registry.terraform.io/modules/hlokensgard/rbac-administrator](https://registry.terraform.io/modules/hlokensgard/rbac-administrator/azure/latest) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/squareops/terraform-aws-vpc](https://github.com/squareops/terraform-aws-vpc) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [tomwechsler/HashiCorp_Certified_Terraform_Associate](https://github.com/tomwechsler/HashiCorp_Certified_Terraform_Associate) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [pie-r/terragrunt-vs-terraspace](https://github.com/pie-r/terragrunt-vs-terraspace) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [garutilorenzo/k8s-aws-terraform-cluster](https://github.com/garutilorenzo/k8s-aws-terraform-cluster) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [github.com/roib20: Terraform - Provision a GKE Cluster with Cloudflare Ingress' and ArgoCD](https://github.com/roib20/terraform-provision-gke-cloudflare) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [github.com/kuhlman-labs/terraform-azurerm-landing-zone](https://github.com/kuhlman-labs/terraform-azurerm-landing-zone) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [github.com/tom-256/ansible-awx-packer](https://github.com/tom-256/ansible-awx-packer) 🌟 [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [github.com/scorputty/packer-centos-awx](https://github.com/scorputty/packer-centos-awx) 🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2019)** [github.com/jsmartin/ansible-tower-packer](https://github.com/jsmartin/ansible-tower-packer) 🌟 [LEGACY] [HCL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [Pulumi VS Terraform](https://www.pulumi.com/docs/iac/comparisons/terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [pulumi.com: Convert Your Terraform to Pulumi](https://www.pulumi.com/tf2pulumi) [LEGACY] [HCL CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2025)** [Terraform Azure Resource IPAM Module](https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [cloud.google.com: Terraform blueprints and modules for Google Cloud 🌟](https://docs.cloud.google.com/docs/terraform/blueprints/terraform-blueprints) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2025)** [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2024)** [masterpoint.io: Three Terraform Use-cases You Need to Start Implementing](https://masterpoint.io/blog/terraform-use-cases) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [blog.gruntwork.io: A comprehensive guide to managing secrets in your Terraform code 🌟🌟🌟](https://www.gruntwork.io/blog/a-comprehensive-guide-to-managing-secrets-in-your-terraform-code) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [dev.to/env0: Terraform Destroy Command: A Guide to Controlled Infrastructure Removal](https://dev.to/envzero/terraform-destroy-command-a-guide-to-controlled-infrastructure-removal-4af8) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io/blog/terraform-backends](https://spacelift.io/blog/terraform-backends) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [mattias.engineer: Terraform Variable Cross Validation](https://mattias.engineer/blog/2024/terraform-variable-cross-validation) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io: 20 Terraform Best Practices to Improve your TF workflow 🌟](https://spacelift.io/blog/terraform-best-practices) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [terraform.io: Cloud Adoption Framework for Azure - Terraform module](https://registry.terraform.io/modules/aztfmod/caf/azurerm/latest) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [aws-observability.github.io: AWS Observability Accelerator for Terraform 🌟](https://aws-observability.github.io/terraform-aws-observability-accelerator) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [aws-observability.github.io: Tracing on Amazon EKS](https://aws-observability.github.io/terraform-aws-observability-accelerator/eks/tracing) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.hashicorp.com: Deploy Federated Multi-Cloud Kubernetes Clusters](https://developer.hashicorp.com/terraform/tutorials/networking/multicloud-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [spacelift.io: How to Provision an AWS EKS Kubernetes Cluster with Terraform](https://spacelift.io/blog/terraform-eks) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Terraform on Azure February 2024 Update](https://techcommunity.microsoft.com/blog/azuretoolsblog/terraform-on-azure-february-2024-update/4070567) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Announcing AzAPI Dynamic Properties](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-azapi-dynamic-properties/4121855) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [build5nines.com: Using AzAPI Terraform Provider Dynamic Properties Feature instead of jsonencode](https://build5nines.com/using-azapi-terraform-provider-dynamic-properties-feature-instead-of-jsonencode) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit chat app in AKS using Terraform](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-aks-using-ter/4024070) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [learn.microsoft.com: AKS landing zone accelerator](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/app-platform/aks/landing-zone-accelerator) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [davidsr.me: Deploy Azure WAF with Terraform and Azure DevOps](https://davidsr.me/deploy-azure-waf-with-terraform-and-azure-devops) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [blog.awsfundamentals.com: Using S3 with Terraform](https://awsfundamentals.com/blog/using-s3-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [patrickkoch.dev: Terraform on Azure with GitHub Copilot - Creating a Kubernetes Cluster and a Container Registry](https://www.patrickkoch.dev/posts/post_31) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [techcommunity.microsoft.com: Create an Azure OpenAI, LangChain, ChromaDB, and Chainlit Chat App in Container Apps using Terraform | Paolo Salvatori](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/create-an-azure-openai-langchain-chromadb-and-chainlit-chat-app-in-container-app/3885602) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [build5nines.com: Terraform: How to for_each through a list(objects)](https://build5nines.com/terraform-how-to-for_each-through-a-listobjects) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform IP Functions for Managing IP Addresses, CIDR Blocks, and Subnets](https://build5nines.com/terraform-ip-functions-for-managing-ip-addresses-cidr-blocks-and-subnets) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: How are Data Sources used?](https://build5nines.com/terraform-how-are-data-sources-used) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Conditional If Variable Does Not Exist (try function)](https://build5nines.com/terraform-conditional-if-variable-does-not-exist-try-function) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Output URL to Azure Portal for Azure Resources](https://build5nines.com/output-link-to-azure-resources-from-terraform-project) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Modules using Git Branch as Source](https://build5nines.com/terraform-modules-using-git-branch-as-source) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Split main.tf into seperate files](https://build5nines.com/terraform-split-main-tf-into-seperate-files) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform State Management Explained](https://build5nines.com/terraform-state-management-explained) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube HashiCorp: Telemetry transformed: Terraforming Grafana for next-gen dashboards](https://www.youtube.com/watch?v=qGdGMnQ83SA) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/vijaykedar/jenkins-setup-using-terraform](https://github.com/vijaykedar/jenkins-setup-using-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/reneaudain/jenkins_tf_repo: Jenkins Server and S3 Artifact Storage' on AWS using Terraform](https://github.com/reneaudain/jenkins_tf_repo) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [spacelift.io: Terraform Cloud – Overview, Key Features & Tutorial](https://spacelift.io/blog/what-is-terraform-cloud) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform Best Practices for Writing Clean, Readable, and Maintainable Code](https://build5nines.com/terraform-best-practices-for-writing-clean-readable-and-maintainable-code) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Best Practices to Promote from DEV to PROD Environments with HashiCorp Terraform using Workspaces and Folders 🌟](https://build5nines.com/best-practices-to-promote-from-dev-to-prod-environments-with-hashicorp-terraform-using-workspaces-and-folders) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: Terraforming AWS RDS : Scaling Postgres](https://dev.to/yet_anotherdev/aws-rds-scaling-postgres-30ic) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/chinmay13: AWS Networking with Terraform: VPC Transit Gateway between VPCs](https://dev.to/chinmay13/aws-networking-with-terraform-vpc-transit-gateway-between-vpcs-1ne4) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/bennyfmo_237: Deploying Basic Infrastructure on AWS with Terraform](https://dev.to/bennyfmo_237/deploying-basic-infrastructure-on-aws-with-terraform-1k68) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [New – Self-Service Provisioning of Terraform Open-Source Configurations with AWS Service Catalog 🌟🌟🌟](https://aws.amazon.com/blogs/aws/new-self-service-provisioning-of-terraform-open-source-configurations-with-aws-service-catalog) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/terraform-eks 🌟](https://learnkube.com/terraform-eks) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/arpanadhikari: Reusable AWS iam role for service-accounts (IRSA for k8s ) terraform module](https://dev.to/arpanadhikari/reusable-aws-iam-role-for-service-accounts-irsa-for-k8s-terraform-module-2og2) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/monarene: Dynamic Volume Provisioning in Kubernetes with AWS and Terraform](https://dev.to/monarene/dynamic-volume-provisioning-in-kubernetes-with-aws-and-terraform-3m6h) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 1](https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-1-3hee) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: My Service Mesh journey with Terraform on AWS Cloud - Part 2](https://dev.to/aws-builders/my-service-mesh-journey-with-terraform-on-aws-cloud-part-2-58fd) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/aws-observability](https://github.com/aws-observability) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: Creating an EKS Cluster and Node Group with Terraform](https://dev.to/aws-builders/creating-an-eks-cluster-and-node-group-with-terraform-1lf6) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [itnext.io: Build EKS cluster with Terraform 🌟](https://itnext.io/build-an-eks-cluster-with-terraform-d35db8005963) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [platformwale.blog: Create Amazon EKS Cluster within its VPC using Terraform](https://platformwale.blog/2023/07/15/create-amazon-eks-cluster-within-its-vpc-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to: How to deploy a serverless website with Terraform](https://dev.to/aws-builders/how-to-deploy-a-serverless-website-with-terraform-5677) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [numericaideas.com: Auto Scaling Group on AWS with Terraform](https://numericaideas.com/blog/auto-scaling-group-on-aws-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [devopscube.com: AWS Terraform Autoscaling Group With ALB Deployment Tutorial](https://devopscube.com/terraform-autoscaling-group) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.awsfundamentals.com: Mastering AWS Lambda with Terraform: A Comprehensive Guide](https://awsfundamentals.com/blog/aws-lambda-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: Deploying a Containerized App to ECS Fargate Using a Private ECR Repo & Terragrunt](https://dev.to/aws-builders/deploying-a-containerized-app-to-ecs-fargate-using-a-private-ecr-repo-terragrunt-5b8a) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/tokarev-artem/auto-ec2-setup](https://github.com/tokarev-artem/auto-ec2-setup) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github.com/infrahouse/terraform-aws-ecs](https://github.com/infrahouse/terraform-aws-ecs) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/terraform-gke  🌟](https://learnkube.com/terraform-gke) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [linkedin.com/pulse: GCP-Advanced-Terraform-Interactive-Learning-Challenge](https://www.linkedin.com/pulse/gcp-advanced-terraform-interactive-learning-challeng-kaan-turgut-guipc) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/terraform-lke: Provisioning Kubernetes clusters on Linode with Terraform 🌟](https://learnkube.com/terraform-lke) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learnk8s.io/kubernetes-terraform: Creating Kubernetes clusters with Terraform](https://learnkube.com/kubernetes-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/aws-builders: Navigating AWS EKS with Terraform: Understanding VPC Essentials for EKS Cluster Management](https://dev.to/aws-builders/navigating-aws-eks-with-terraform-understanding-vpc-essentials-for-eks-cluster-management-51e3) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Get Started with Terraform on Azure](https://build5nines.com/get-started-with-terraform-on-microsoft-azure) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [cloudbuild.co.uk: Part 1: Terraform with Azure - How to install Terraform](https://cloudbuild.co.uk/how-to-install-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [youtube: Using Azure Storage for Terraform State - Best Practices | Ned in the cloud](https://www.youtube.com/watch?v=iVyKvopGnrQ) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Import Existing Azure Resources into State (.tfstate)](https://build5nines.com/terraform-import-existing-azure-resources-into-state-tfstate) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.xmi.fr: Terraform vs Bicep: the differences you should really know 🌟](https://blog.xmi.fr/posts/terraform-vs-bicep) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [azureviking.com: Terraform module: Azure DNS Private Resolver](https://azureviking.com/post/terraform-module-azure-dns-private-resolver) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloudtrooper.net: DRY Terraform code for Private Link and DNS](https://blog.cloudtrooper.net/2023/08/19/dry-terraform-code-for-private-link-and-dns) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [azureviking.com: Terraform Module: azurerm-alz-subnet](https://azureviking.com/post/terraform-module-azurerm-alz-subnet) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: What is Azure Private Link and How to Deploy with Terraform](https://build5nines.com/what-is-azure-private-link-and-how-to-deploy-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.cloud63.fr: Landing Zone networking using Terraform](https://blog.cloud63.fr/landing-zone-networking-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Deploying Hub-and-Spoke Network Topology in Microsoft Azure using Terraform](https://build5nines.com/deploying-hub-and-spoke-network-topology-in-microsoft-azure-using-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Deploy Azure Function App with Consumption Plan](https://build5nines.com/terraform-deploy-azure-function-app-with-consumption-plan) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [medium.com/@noelgass: Azure Common Monitoring With Terraform](https://medium.com/@noelgass/azure-common-monitoring-with-terraform-543aee6dd1f1) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [techcommunity.microsoft.com: Simplifying Onboarding to Microsoft Defender for Cloud with Terraform](https://techcommunity.microsoft.com/blog/microsoftdefendercloudblog/simplifying-onboarding-to-microsoft-defender-for-cloud-with-terraform/3974789) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: Deploy Azure App Service with Key Vault Secret Integration](https://build5nines.com/terraform-deploy-azure-app-service-with-key-vault-secret-integration) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [terrateam.io: AWS Lambda Function with Terraform](https://terrateam.io/blog/aws-lambda-function-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [terraform.collabnix.com](https://collabnix.github.io/terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [devopscube.com/terraform-aws-rds](https://devopscube.com/terraform-aws-rds) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [dev.to: Creating a Rest API with Infrastructure as Code (Terraform) & Serverless (Lambda + Python) - Part 2 CI/CD](https://dev.to/aws-builders/creating-a-rest-api-with-infrastructure-as-code-terraform-serverless-lambda-python-part-2-cicd-g8h) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [youtube: GitOps for infrastructure using GitHub and Terraform Cloud 🌟](https://www.youtube.com/watch?v=W_PmtDm4IXk&ab_channel=RobertdeBock) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [octopus.com: Introduction to HCL and HCL tooling](https://octopus.com/blog/introduction-to-hcl-and-hcl-tooling) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thomasthornton.cloud: Using Terraform tfvars for environment-agnostic deployments 🌟](https://thomasthornton.cloud/using-terraform-tfvars-for-environment-agnostic-deployments) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring a retention period using Terraform](https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [thenewstack.io: Terraform on AWS: Multi-Account Setup and Other Advanced Tips](https://thenewstack.io/terraform-on-aws-multi-account-setup-and-other-advanced-tips) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [infoq.com: HashiCorp Terraform AWS Provider Introduces Significant Changes to Amazon S3 Bucket Resource](https://www.infoq.com/news/2022/02/terraform-aws-provider-s3) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [aws.amazon.com: Save time with automated security checks of your Terraform scripts](https://aws.amazon.com/blogs/infrastructure-and-automation/save-time-with-automated-security-checks-of-terraform-scripts) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [youtube: Three tier architecture using Terraform in AWs](https://www.youtube.com/watch?v=3uDxwNOtilU) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [itnext.io: How to Design and Provision a Production-Ready EKS Cluster](https://itnext.io/how-to-design-and-provision-a-production-ready-eks-cluster-f24156ac29b2) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [hackernoon.com: Exporting Your GKE Cluster to Terraform Cloud: A Guide with Challenges and Solutions](https://hackernoon.com/exporting-your-gke-cluster-to-terraform-cloud-a-guide-with-challenges-and-solutions) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [Dzone: Platform as Code With Openshift and Terraform](https://dzone.com/articles/platform-as-code-with-openshift-amp-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [techcommunity.microsoft.com: Can I create an Azure Red Hat OpenShift cluster in Terraform? Yes, you can!](https://techcommunity.microsoft.com/blog/fasttrackforazureblog/can-i-create-an-azure-red-hat-openshift-cluster-in-terraform-yes-you-can/3670889) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [hodovi.cc: Creating a Low Cost Managed Kubernetes Cluster for Personal Development using Terraform](https://hodovi.cc/blog/creating-low-cost-managed-kubernetes-cluster-personal-development-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [architect.io: Get started with the Terraform Kubernetes provider](https://loopholelabs.io) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [releasehub.com: Terraform Kubernetes Deployment: A Detailed Walkthrough](https://release.com/blog/terraform-kubernetes-deployment-a-detailed-walkthrough) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [github.com/thomast1906/terraform-on-azure](https://github.com/thomast1906/terraform-on-azure) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [digitalocean.com: Automating GitOps and Continuous Delivery With DigitalOcean Kubernetes (Terraform, Helm and Flux)](https://www.digitalocean.com/community/tech-talks/automating-gitops-and-continuous-delivery-with-digitalocean-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [aws-quickstart.github.io: Rancher on the AWS Cloud. Quick Start Reference Deployment](https://aws-quickstart.github.io/quickstart-eks-rancher) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2022)** [cockroachlabs.com: Automated database operations with Terraform](https://www.cockroachlabs.com/blog/automate-database-ops-with-terraform) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(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) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2021)** [github.com/developer-guy: Set up HA k3s cluster on DigitalOcean using Terraform' + Ansible](https://github.com/developer-guy/kubernetes-cluster-setup-using-terraform-and-k3s-on-digitalocean) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [learn.hashicorp.com: Consul Service Discovery and Mesh on Minikube 🌟](https://developer.hashicorp.com/consul/tutorials/get-started-kubernetes/kubernetes-gs-deploy?in=consul%2Fkubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/MatthewCYLau: React App on Google Kubernetes Engine (GKE) with' Terraform](https://github.com/MatthewCYLau/gcp-react-gke-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [brennerm.github.io: Setting up an EKS cluster with IAM/IRSA integration](https://shipit.dev/posts/setting-up-eks-with-irsa-using-terraform.html) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [azapril.dev: Deploying a LogicApp with Terraform (Bonus: in an AzDO pipeline)](https://azapril.dev/2021/04/12/deploying-a-logicapp-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [k21academy.com: Automate AWS Virtual Machine using Terraform – Creation Demo](https://k21academy.com/terraform/terraform-automate-aws-vm) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [adamtheautomator.com: How To Build a Database Instance with Terraform and AWS RDS](https://adamtheautomator.com/terraform-and-aws-rds) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [middlewareinventory.com: Terraform Create Multiple EC2 with different Configs – for_each and count together](https://www.middlewareinventory.com/blog/terraform-create-multiple-ec2-different-config) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [https://github.com/chenjd/terraform-101 🌟](https://github.com/chenjd/terraform-101) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.gruntwork.io: How to manage multiple environments with Terraform 🌟](https://www.gruntwork.io/blog/how-to-manage-multiple-environments-with-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [circleci.com: Infrastructure as Code, part 1: create a Kubernetes cluster with Terraform](https://circleci.com/blog/learn-iac-part1) [COMMUNITY-TOOL] [GUIDE] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [gist.github.com/chadmcrowell: AKS w/Virtual Nodes (ACI)](https://gist.github.com/chadmcrowell/4d11b8a56aba3bdc32ea73c31104357b) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [opensource.com: How I use Terraform and Helm to deploy the Kubernetes Dashboard 🌟](https://opensource.com/article/21/8/terraform-deploy-helm) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [youtube: CloudGeeks - Terraform Eks Kubernetes RDS Secrets Manager Eksctl Cloudformation ALB Controller (Redmine App)](https://www.youtube.com/watch?v=OFZYIr66Ku4&ab_channel=cloudgeeksinc) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [imperialwicket/spinnaker-demo](https://github.com/imperialwicket/spinnaker-demo) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Deploy a Rancher Cluster with GitLab CI and Terraform](https://www.suse.com/c/rancher_blog/deploy-a-rancher-cluster-with-gitlab-ci-and-terraform) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: A guide to Terraform for Kubernetes beginners](https://opensource.com/article/20/7/terraform-kubernetes) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [itnext.io: Terraform: don’t use kubernetes provider with your cluster resource! 🌟](https://itnext.io/terraform-dont-use-kubernetes-provider-with-your-cluster-resource-d8ec5319d14a) [COMMUNITY-TOOL] [HCL CONTENT] β€” *Go to [Section](./terraform.md)*
 
+*... and 139 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -18389,7 +2380,7 @@
 
   - **(2022)** [==CKAD-Bookmarks==](https://github.com/reetasingh/CKAD-Bookmarks) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [HTML CONTENT] β€” *Go to [Section](./kubernetes.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)*
+  - **(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)*
   - **(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)*
@@ -18514,9 +2505,24 @@
 ## Java Content
 
 

-Click to view 466 resources under Java Content
+Click to view top 100 of 466 resources under Java Content
 
   - **(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)** [==PlantUML==](https://plantuml.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2026)** [==apache/dolphinscheduler: Apache DolphinScheduler 🌟==](https://github.com/apache/dolphinscheduler) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2026)** [==Spring Cloud Gateway==](https://spring.io/projects/spring-cloud-gateway) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./developerportals.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)** [==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)** [==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)** [==Jenkins Prometheus Metrics Plugin 🌟==](https://github.com/jenkinsci/prometheus-plugin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
@@ -18527,462 +2533,82 @@
   - **(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)** [==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)** [==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)** [==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)** [==Cassandra.apache.org==](https://cassandra.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
   - **(2026)** [==jib==](https://github.com/GoogleContainerTools/jib) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./docker.md)*
+  - **(2026)** [==Sonarqube.org==](https://www.sonarsource.com/products/sonarqube) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./sonarqube.md)*
+  - **(2026)** [==OpenAPI Generator 🌟==](https://openapi-generator.tech) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
+  - **(2026)** [==keycloak.org==](https://www.keycloak.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
+  - **(2026)** [==onedev==](https://github.com/theonedev/onedev) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.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)** [==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)** [==jmeter.apache.org==](https://jmeter.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.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)*
-  - **(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)** [==Cassandra.apache.org==](https://cassandra.apache.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./nosql.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)*
+  - **(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)*
   - **(2025)** [==Spring PetClinic Microservices==](https://github.com/spring-petclinic/spring-petclinic-microservices) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./demos.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)** [==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](./jenkins.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)** [==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-tools-scripts.md)*
   - **(2025)** [==apache/maven-mvnd==](https://github.com/apache/maven-mvnd) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.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)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./kubectl-commands.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)** [==Jenkins Kubernetes Plugin==](https://plugins.jenkins.io/kubernetes) 🌟🌟🌟🌟🌟 [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)*
   - **(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)** [==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)*
+  - **(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)*
-  - **(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)*
+  - **(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)*
   - **(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)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)** [**GitHub Branch Source Plugin:**](https://plugins.jenkins.io/github-branch-source) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./git.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)** [**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)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**Amazon Web Services SDK**](https://plugins.jenkins.io/aws-java-sdk) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)** [**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)** [**github.com/openliberty**](https://github.com/openliberty) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
   - **(2026)** [**TestNG**](https://testng.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.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)*
   - **(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)** [**Zeebe workflow engine**](https://camunda.com/platform/zeebe) 🌟🌟🌟🌟 [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)*
-  - **(2026)** [**microcks.io**](https://microcks.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./api.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)** [**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](./kubernetes-tools.md)*
+  - **(2025)** [**Quarkus - Dev UI 🌟**](https://quarkus.io/guides/dev-ui) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
+  - **(2025)** [**Dekorate**](https://dekorate.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
+  - **(2025)** [**JKube**](https://eclipse.dev/jkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [**CloudBees Health Advisor 🌟**](https://plugins.jenkins.io/cloudbees-jenkins-advisor) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
   - **(2025)** [**Metrics**](https://plugins.jenkins.io/metrics) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(2025)** [**Copy Artifact**](https://plugins.jenkins.io/copyartifact) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**pipeline-maven: Pipeline Maven Integration 🌟**](https://plugins.jenkins.io/pipeline-maven) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Cloudbees Credentials 🌟**](https://plugins.jenkins.io/cloudbees-credentials) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**AWS Secrets Manager Credentials Provider**](https://plugins.jenkins.io/aws-secrets-manager-credentials-provider) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Fortify**](https://plugins.jenkins.io/fortify) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [**Quarkus - Dev UI 🌟**](https://quarkus.io/guides/dev-ui) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**Dekorate**](https://dekorate.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [**JKube**](https://eclipse.dev/jkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2025)** [**3T MongoChef – Your New MongoDB GUI**](https://3t.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./nosql.md)*
-  - **(2024)** [**Robot Framework**](https://plugins.jenkins.io/robot) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(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)** [**Allure Report 🌟**](https://github.com/allure-framework/allure2) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./qa.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: Selenium Webdriver Java Tutorial – Guide for Beginners**](https://www.testmuai.com/blog/selenium-java-tutorial-how-to-test-login-process) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: 49 Most Common Selenium Exceptions for Automation Testing**](https://www.testmuai.com/blog/49-common-selenium-exceptions-automation-testing) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [**lambdatest.com: How To Modify HTTP Request Headers In JAVA Using Selenium WebDriver?**](https://www.testmuai.com/blog/modifying-http-request-headers-in-java-using-selenium-webdriver) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**javaguides.net: Spring Boot Microservices - Spring Cloud API Gateway**](https://www.javaguides.net/2022/10/spring-boot-microservices-spring-cloud-api-gateway.html) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [**developer.okta.com: Secure Secrets With Spring Cloud Config and Vault 🌟**](https://developer.okta.com/blog/2022/10/20/spring-vault) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [**dev.to/francescoxx: Java CRUD Rest API using Spring Boot, Hibernate, Postgres, Docker and Docker Compose**](https://dev.to/francescoxx/java-crud-rest-api-using-spring-boot-hibernate-postgres-docker-and-docker-compose-5cln) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.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)** [**automated-360.com: How to perform Code Quality Check for Selenium Test Automation? (SonarQube)**](https://andara88.it.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**Tekton PetClinic Demo Youtube**](https://www.youtube.com/watch?v=igwFpZOUTnw) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [**OpenHFT/Java-Thread-Affinity**](https://github.com/OpenHFT/Java-Thread-Affinity) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [**microcksio**](https://x.com/microcksio) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**infoq.com: Spring Boot 2.6 Improves Docker Images and Metrics, Version 2.4 Is EOL**](https://www.infoq.com/news/2021/12/spring-boot-2-6) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**piotrminkowski.com: Spring Microservices Security Best Practices 🌟**](https://piotrminkowski.com/2021/05/26/spring-microservices-security-best-practices) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**developers.redhat.com: Build an API using Quarkus from the ground up 🌟**](https://developers.redhat.com/blog/2021/05/11/building-an-api-using-quarkus-from-the-ground-up) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**developers.redhat.com: RESTEasy Reactive and more in Quarkus 2.0**](https://developers.redhat.com/articles/2021/07/01/resteasy-reactive-and-more-quarkus-20) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**infoq.com: Quarkus 2.0 Delivers Continuous Testing, CLI and Supports Minimal JDK 11**](https://www.infoq.com/news/2021/08/quarkus-2-0-final-release) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**spring.io: YMNNALFT: Websockets**](https://spring.io/blog/2021/01/25/ymnnalft-websockets) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2020)** [**redhat-actions/spring-petclinic**](https://github.com/redhat-actions/spring-petclinic) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [**Atlassian's new Bitbucket Server integration for Jenkins 🌟**](https://www.jenkins.io/blog/2020/01/08/atlassians-new-bitbucket-server-integration-for-jenkins) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [**spring.io: Creating Docker images with Spring Boot 2.3.0.M1**](https://spring.io/blog/2020/01/27/creating-docker-images-with-spring-boot-2-3-0-m1) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**quarkus.io: Quarkus for Spring Developers**](https://quarkus.io/blog/quarkus-for-spring-developers) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**developers.redhat.com: Migrating a Spring Boot microservices application to Quarkus**](https://developers.redhat.com/blog/2020/04/10/migrating-a-spring-boot-microservices-application-to-quarkus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**Quarkus, a Kubernetes-native Java runtime, now fully supported by Red Hat**](https://developers.redhat.com/blog/2020/05/28/quarkus-a-kubernetes-native-java-runtime-now-fully-supported-by-red-hat) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**The road to Quarkus GA: Completing the first supported Kubernetes-native Java stack**](https://developers.redhat.com/blog/2020/06/04/the-road-to-quarkus-ga-completing-the-first-supported-kubernetes-native-java-stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**developers.redhat.com: Quarkus and Jakarta EE: Together, or not?**](https://developers.redhat.com/blog/2020/09/11/quarkus-and-jakarta-ee-together-or-not) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [**GitHub: Eclipse JKube**](https://github.com/eclipse-jkube/jkube) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [**developers.redhat.com: A deep dive into Keycloak**](https://developers.redhat.com/blog/2020/08/07/a-deep-dive-into-keycloak) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2020)** [**docker-maven-plugin**](https://github.com/fabric8io/docker-maven-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./maven-gradle.md)*
-  - **(2019)** [**piotrminkowski.com: Microservices with spring cloud kubernetes**](https://piotrminkowski.com/2019/12/20/microservices-with-spring-cloud-kubernetes) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**redhat.com: Red Hat drives future of Java with cloud-native, container-first Quarkus**](https://www.redhat.com/en/blog/red-hat-drives-future-java-cloud-native-container-first-quarkus) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**developers.redhat.com: Quarkus: A quick-start guide to the Kubernetes-native Java stack**](https://developers.redhat.com/articles/quarkus-quick-start-guide-kubernetes-native-java-stack) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [**developers.redhat.com: How Quarkus brings imperative and reactive programming together**](https://developers.redhat.com/blog/2019/11/18/how-quarkus-brings-imperative-and-reactive-programming-together) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [**URL Filter Plugin**](https://github.com/jenkinsci/url-filter-plugin) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2015)** [**Swagger Codegen**](https://github.com/swagger-api/swagger-codegen) 🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVA CONTENT] β€” *Go to [Section](./swagger-code-generator-for-rest-apis.md)*
-  - **(2001)** [**Angry IP Scanner (or simply ipscan)**](https://angryip.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVA CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2025)** [Jenkinsfile Runner](https://github.com/jenkinsci/jenkinsfile-runner) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.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)*
-  - **(2024)** [CloudBees Disk Usage Simple](https://plugins.jenkins.io/cloudbees-disk-usage-simple) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Plugin Usage](https://plugins.jenkins.io/plugin-usage-plugin) 🌟🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Configuration Slicing](https://plugins.jenkins.io/configurationslicing) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [performance-plugin](https://github.com/jenkinsci/performance-plugin) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Extensible Choice Parameter](https://plugins.jenkins.io/extensible-choice-parameter) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Pipeline as YAML (Incubated) 🌟](https://plugins.jenkins.io/pipeline-as-yaml) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Declarative Pipeline Migration Assistant API 🌟](https://plugins.jenkins.io/declarative-pipeline-migration-assistant-api) 🌟🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [github.com/piomin/spring-boot-logging](https://github.com/piomin/spring-boot-logging) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [Salaboy/From Monolith to K8s](https://github.com/Salaboy/from-monolith-to-k8s) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [Least Load](https://plugins.jenkins.io/leastload) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [openshift-login](https://plugins.jenkins.io/openshift-login) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [QF-Test](https://plugins.jenkins.io/qftest) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [Parameter Separator](https://plugins.jenkins.io/parameter-separator) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [javaguides.net: Spring Boot 3 REST API Documentation using SpringDoc OpenAPI](https://www.javaguides.net/2023/03/spring-boot-3-rest-api-documentation.html) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [Spring Boot Complete Guide](https://helpercodes.com/spring-boot-complete-tutorial) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [piotrminkowski.com: Testing Java Apps on Kubernetes with Testkube](https://piotrminkowski.com/2023/11/27/testing-java-apps-on-kubernetes-with-testkube) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [lambdatest.com: How To Scroll a Page Using Selenium WebDriver?](https://www.testmuai.com/blog/scroll-down-in-selenium) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [dev.to: The Simple Guide To Dockerizing Spring Boot](https://dev.to/jarjanazy/the-simple-guide-to-dockerizing-spring-boot-og4) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [Rultor](https://www.rultor.com) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dyser/kubernetes-intro](https://github.com/dsyer/kubernetes-intro) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [xenonstack.com: Serverless Architecture with OpenFaaS and Java](https://www.xenonstack.com/blog/serverless-open-faas-java) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2021)** [Deploy Dashboard by Namecheap](https://plugins.jenkins.io/deploy-dashboard) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [youtube: Creating Docker Images With Spring Boot](https://www.youtube.com/watch?v=1w1Jv9qssqg) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [opensource.com: 3 reasons Quarkus 2.0 improves developer productivity on Linux 🌟](https://opensource.com/article/21/7/developer-productivity-linux) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Deploy Quarkus everywhere with Red Hat Enterprise Linux (RHEL)](https://developers.redhat.com/blog/2021/04/07/deploy-quarkus-everywhere-with-red-hat-enterprise-linux-rhel) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [**Git Plugin**: Merge Extensions](https://plugins.jenkins.io/git) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [devops.com: Hazelcast Simplifies Streaming for Extremely Fast Event Processing in IoT, Edge and Cloud Environments](https://devops.com/hazelcast-simplifies-streaming-for-extremely-fast-event-processing-in-iot-edge-and-cloud-environments) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [automationreinvented.blogspot.com: How to run selenium tests from Jenkins? Maven and Jenkins Integration with Testng-Selenium? Run selenium maven project from command line? 🌟](https://automationreinvented.blogspot.com/2021/02/how-to-run-test-selenium-tests-from.html) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2021)** [automationqahub.com: Latest Rest Assured Interview Questions](https://automationqahub.com/latest-rest-assured-interview-questions) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [automationreinvented.blogspot.com: Top 70 interview questions on Automation Testing-Selenium-TestNG Set-06? TestNG Tricky Interview questions 2021 for SDET-QAE?](https://automationreinvented.blogspot.com/2021/01/top-60-interview-questions-on.html) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [developers.redhat.com: Build and deploy a serverless app with Camel K and Red Hat OpenShift Serverless 1.5.0 Tech Preview](https://developers.redhat.com/blog/2020/04/24/build-and-deploy-a-serverless-app-with-camel-k-and-red-hat-openshift-serverless-1-5-0-tech-preview) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./serverless.md)*
-  - **(2020)** [developer.okta.com: Spring Cloud Config for Shared Microservice Configuration](https://developer.okta.com/blog/2020/12/07/spring-cloud-config) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [containerjournal.com: Red Hat Adds Java Runtime for Kubernetes to Subscription](https://cloudnativenow.com/topics/cloudnativedevelopment/red-hat-adds-java-runtime-for-kubernetes-to-subscription) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [quarkus.io: Quarkus support in IDE's](https://quarkus.io/blog/march-of-ides) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [youtube: CyberJUG-HH:Why is everybody talking about Quarkus?](https://www.youtube.com/watch?v=nXXPOS8gjtA) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [dmcommunity.org: Who will win? Spring Boot or Quarkus](https://dmcommunity.org/2020/01/12/who-will-win-spring-boot-or-quarkus) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [developers.redhat.com: Autowire MicroProfile into Spring with Quarkus](https://developers.redhat.com/blog/2019/10/02/autowire-microprofile-into-spring-with-quarkus) 🌟🌟🌟 [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [javaguides.net: Java main() Method Interview Questions with Answers](https://www.javaguides.net/2018/10/java-main-method-interview-questions-with-answers.html) 🌟🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [Jenkins opentelemetry-plugin 🌟](https://github.com/jenkinsci/opentelemetry-plugin) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Plugin Installation Manager Tool](https://github.com/jenkinsci/plugin-installation-manager-tool) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [github.com/hygieia/Hygieia 🌟](https://github.com/hygieia/Hygieia) 🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2024)** [github.com/dcasati/kubernetes-PlantUML](https://github.com/dcasati/kubernetes-PlantUML) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [hyscale 🌟](https://github.com/hyscale/hyscale) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [syslog-logger](https://plugins.jenkins.io/syslog-logger) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [CloudBees Docker Custom Build Environment](https://plugins.jenkins.io/docker-custom-build-environment) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Apache Tomcat migration tool for Jakarta EE](https://github.com/apache/tomcat-jakartaee-migration) 🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - **(2021)** [strimzi/kafka-kubernetes-config-provider: Kubernetes Configuration Provider' for Apache Kafka](https://github.com/strimzi/kafka-kubernetes-config-provider) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Distributed version of Spring Petclinic built with Spring Cloud 🌟](https://github.com/odedia/spring-petclinic-microservices) 🌟🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [GitHub Pull Request Builder Plugin](https://plugins.jenkins.io/ghprb) 🌟🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2025)** [Jenkins Custom WAR Packager](https://github.com/jenkinsci/custom-war-packager) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Jenkins Remoting monitoring with OpenTelemetry Plugin 🌟](https://github.com/jenkinsci/remoting-opentelemetry-plugin) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [aalmiray/q-cli](https://github.com/aalmiray/q-cli) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [CVS plugin](https://plugins.jenkins.io/cvs) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [junit5-kubernetes](https://github.com/JeanBaptisteWATENBERG/junit5-kubernetes) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2019)** [PlasticSCM MergeBot Jenkins Plugin](https://plugins.jenkins.io/plasticscm-mergebot) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [openshift-deployer](https://plugins.jenkins.io/openshift-deployer) 🌟 [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2016)** [influxdb-plugin](https://github.com/jenkinsci/influxdb-plugin) 🌟 [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Drools](https://kie.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [Spring Initializr 🌟](https://start.spring.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2026)** [developers.redhat.com: MicroProfile JWT (JSON Web Tokens)](https://developers.redhat.com/cheat-sheets/microprofile-jwt) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Quarkus Cheat-Sheet](https://lordofthejars.github.io/quarkus-cheat-sheet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Jenkins](https://www.jenkins.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Script Security](https://plugins.jenkins.io/script-security) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Pipeline Utility Steps 🌟🌟](https://plugins.jenkins.io/pipeline-utility-steps) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [ec2-fleet-plugin](https://plugins.jenkins.io/ec2-fleet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [OpenTelemetry 🌟](https://plugins.jenkins.io/opentelemetry) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Azure Key Vault](https://plugins.jenkins.io/azure-keyvault) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Eclipse MicroProfile Project](https://projects.eclipse.org/projects/technology.microprofile) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [MicroProfile.io](https://microprofile.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [SpringBoot](https://spring.io/projects/spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [Spring](https://spring.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2026)** [Undertow](https://undertow.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./embedded-servlet-containers.md)*
-  - **(2026)** [developers.redhat.com: Writing a Kubernetes Operator in Java using Quarkus - **Cheat Sheet** 🌟](https://developers.redhat.com/cheat-sheets/writing-kubernetes-operator-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2026)** [Zipkin](https://zipkin.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [Apache Beam](https://beam.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [linbit.com: LINSTOR - kubernetes persistent container storage](https://linbit.com/kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2026)** [harness.io](https://www.harness.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [GoCD](https://www.gocd.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [Bamboo](https://www.atlassian.com/software/bamboo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [TeamCity](https://www.jetbrains.com/teamcity) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [github.com/OctopusDeploy/Octopus-TeamCity: JetBrains TeamCity plugin to' trigger releases on build completion](https://github.com/OctopusDeploy/Octopus-TeamCity) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2026)** [kafka-tutorials.confluent.io 🌟](https://developer.confluent.io/tutorials) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [**Red Hat Fuse**](https://www.redhat.com/en/products/application-foundations) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [**Syndesis** open source integration platform](https://syndesis.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2026)** [blog.jooq.org](https://blog.jooq.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2026)** [**Micrometer** Collector](https://micrometer.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2026)** [AWS SDK for Java](https://aws.amazon.com/sdk-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [javaoperatorsdk.io: Build Kubernetes Operators in Java without hassle](https://javaoperatorsdk.io) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2026)** [Amazon CodeGuru Reviewer](https://aws.amazon.com/codeguru/profiler) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [sonatype.com/nexus-repository-oss](https://www.sonatype.com/products/sonatype-nexus-repository) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2026)** [Payara](https://payara.fish) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [TomEE from Tomitribe](https://tomee.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [KumuluzEE](https://ee.kumuluz.com) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_app_servers.md)*
-  - **(2026)** [java67.com: Top 15 Microservices Interview Questions with Answers for 3 to 5 Years Experienced](https://www.java67.com/2021/02/microservices-interview-questions-answers-java-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [java-success.com: 01: 9 Java low latency interview questions & answers](https://www.java-success.com/writing-low-latency-applications-in-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2026)** [java-success.com: 9 Java Garbage Collection interview questions & answers](https://www.java-success.com/java-garbage-collection-interview-questions-and-answers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2025)** [Jenkinsfile Runner Test Framework](https://github.com/jenkinsci/jenkinsfile-runner-test-framework) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Blue Ocean plugin](https://plugins.jenkins.io/blueocean) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Cucumber reports](https://plugins.jenkins.io/cucumber-reports) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Text Finder 🌟](https://plugins.jenkins.io/text-finder) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [CloudBees Flow plugin](https://plugins.jenkins.io/electricflow) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Nomad](https://plugins.jenkins.io/nomad) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [vSphere cloud](https://plugins.jenkins.io/vsphere-cloud) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Splunk Plugins](https://plugins.jenkins.io/splunk-devops) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Logstash](https://plugins.jenkins.io/logstash) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [sysdig-secure: Sysdig Secure Container Image Scanner](https://plugins.jenkins.io/sysdig-secure) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Aqua Security Scanner](https://plugins.jenkins.io/aqua-security-scanner) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [Azure Artifact Manager](https://plugins.jenkins.io/azure-artifact-manager) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2025)** [kie.org](https://www.kie.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2025)** [PMEase QuickBuild](https://www.pmease.com) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [Apache Druid](https://druid.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Apache Ignite](https://ignite.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2025)** [Red Hat Data Grid](https://www.redhat.com/en/technologies/jboss-middleware/data-grid) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./caching.md)*
-  - **(2025)** [selenium.dev](https://www.selenium.dev) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2025)** [Maven](https://nubenetes.com/maven-gradle/) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2024)** [intellipaat.com: Selenium Cheat Sheet](https://intellipaat.com/blog/tutorial/selenium-tutorial/selenium-cheat-sheet) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [blueocean-rest: REST API for Blue Ocean](https://plugins.jenkins.io/blueocean-rest) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [NPM and Yarn Wrapper and Steps](https://plugins.jenkins.io/npm-yarn-wrapper-steps) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Git Push](https://plugins.jenkins.io/git-push) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Compress-buildlog](https://plugins.jenkins.io/compress-buildlog) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Jenkins plugin to provide automatic status for multibranch jobs (Grafana)](https://plugins.jenkins.io/github-autostatus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Build Monitor Plugin](https://plugins.jenkins.io/build-monitor-plugin) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [Monitor Pro Plugin](https://plugins.jenkins.io/monitor-pro) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [qualys-cs: Qualys Container Scanning Connector](https://plugins.jenkins.io/qualys-cs) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [InsightVM Container Image Scanner](https://plugins.jenkins.io/rapid7-insightvm-container-assessment) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [testcontainers 🌟](https://github.com/testcontainers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2024)** [TecnologΓ­as de Heap-Offloading son EHcache, Memcached, Jillegal library, etc.](https://ehcache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2024)** [Byteman](https://byteman.jboss.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2024)** [jhipster](https://www.jhipster.tech) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2023)** [piomin/sample-spring-microservices-new: Microservices with Spring Cloud' Advanced Demo Project](https://github.com/piomin/sample-spring-microservices-new) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [piotrminkowski.com: Introduction to gRPC with Quarkus](https://piotrminkowski.com/2023/09/15/introduction-to-grpc-with-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [developers.redhat.com: MicroProfile Rest Client Cheat Sheet](https://developers.redhat.com/cheat-sheets/microprofile-rest-client) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [dev.to: Selenium Cheat Sheet](https://dev.to/razgandeanu/selenium-cheat-sheet-9lc) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [REST List Parameter](https://plugins.jenkins.io/rest-list-parameter) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [Custom Checkbox Parameter 🌟](https://plugins.jenkins.io/custom-checkbox-parameter) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [AWS Kinesis Consumer](https://plugins.jenkins.io/aws-kinesis-consumer) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2023)** [javatechonline.com: Making Java easy to learn - Microservices In Java 🌟](https://javatechonline.com/microservices-in-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [geeksforgeeks.org: 5 Best Java Frameworks For Microservices](https://www.geeksforgeeks.org/blogs/best-java-frameworks-for-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [javatechonline.com: Making Java easy to learn - Spring Boot Annotations With Examples](https://javatechonline.com/spring-boot-annotations-with-examples) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [piotrminkowski.com: Best Practices for Java Apps on Kubernetes 🌟](https://piotrminkowski.com/2023/02/13/best-practices-for-java-apps-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [piotrminkowski.com: Which JDK to Choose on Kubernetes 🌟](https://piotrminkowski.com/2023/02/17/which-jdk-to-choose-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2023)** [plugins.jenkins.io: gatling](https://plugins.jenkins.io/gatling) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2023)** [Jenkins Plugin: Anchore Container Image Scanner](https://plugins.jenkins.io/anchore-container-scanner) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2023)** [piotrminkowski.com: Slim Docker Images for Java](https://piotrminkowski.com/2023/11/07/slim-docker-images-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [lambdatest.com: TestNG vs JUnit : Which testing framework should you choose?](https://www.testmuai.com/blog/testng-vs-junit-which-testing-framework-should-you-choose) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2023)** [Try Maven (and Java) in VS Code!](https://www.youtube.com/shorts/t322UnzV9vM) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Java, Gradle, and VS Code](https://www.youtube.com/shorts/0xq_ZYfl6Vk) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Change your Java versions in VS Code!](https://www.youtube.com/shorts/p-H7Q9PtSc8) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Apache ActiveMQ](https://activemq.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [ActiveMQ 5.x "classic"](https://activemq.apache.org/components/classic) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [Apache Camel](https://camel.apache.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2023)** [itnext.io: Difference between Fabric8 and Official Kubernetes Java Client 🌟](https://itnext.io/difference-between-fabric8-and-official-kubernetes-java-client-3e0a994fd4af) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [blog.marcnuri.com: Fabric8 Kubernetes Client for Java introduction](https://blog.marcnuri.com/kubernetes-client-java-fabric8-introduction) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [blog.marcnuri.com: Build Kubernetes controllers with Fabric8 Kubernetes Client, Quarkus, and JKube](https://blog.marcnuri.com/fabric8-kubernetes-java-client-and-quarkus-and-graalvm) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [developers.redhat.com: How to use Fabric8 Java Client with Kubernetes](https://developers.redhat.com/articles/2023/01/04/how-use-fabric8-java-client-kubernetes) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2023)** [developers.redhat.com: How to generate code using Fabric8 Kubernetes Client](https://developers.redhat.com/articles/2023/01/24/how-generate-code-using-fabric8-kubernetes-client) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2022)** [piomin/sample-spring-microservices-kubernetes: Microservices with Spring' Boot and Spring Cloud on Kubernetes Demo Project - piotrminkowski.com 🌟](https://github.com/piomin/sample-spring-microservices-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [freecodecamp.org: How to Implement an OAuth2 Resource Server with Spring Security](https://www.freecodecamp.org/news/oauth2-resourceserver-with-spring-security) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./oauth.md)*
-  - **(2022)** [foojay.io: Top 10 Java Language Features](https://foojay.io/today/top-10-java-language-features) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [java-success.com: 01: Q07 – Q12 Java Micro & Web services Interview Q&As](https://www.java-success.com/microservices-interview-questions) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javatechonline.com: Making Java easy to learn - OOPs Design Principles](https://javatechonline.com/oops-principles-oops-design-principles) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [Best Java Frameworks Solutions](https://www.peerspot.com/categories/java-frameworks) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [dev.to: 5 Best Java Frameworks to Learn in 2022 for Microservices and Cloud Native Development](https://dev.to/javinpaul/5-best-java-frameworks-to-learn-in-2022-for-microservices-and-cloud-native-development-4732) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [geeksforgeeks.org: Best way to master spring boot , a complete roadmap](https://www.geeksforgeeks.org/springboot/best-way-to-master-spring-boot-a-complete-roadmap) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javarevisited.blogspot.com: How to log SQL statements in Spring Boot? Example Tutorial](https://javarevisited.blogspot.com/2022/02/how-to-log-sql-statements-in-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javatechonline.com: How To Work With Apache Kafka In Spring Boot?](https://javatechonline.com/how-to-work-with-apache-kafka-in-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javaguides.net: Event-Driven Microservices using Spring Boot and Kafka](https://www.javaguides.net/2022/07/event-driven-microservices-using-spring-boot-and-apache-kafka.html?spref=tw) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [piotrminkowski.com: Distributed Transactions in Microservices with Kafka Streams and Spring Boot](https://piotrminkowski.com/2022/01/24/distributed-transactions-in-microservices-with-kafka-streams-and-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [javarevisited.blogspot.com: Spring Boot + Angular Example Tutorial for Java Developers](https://javarevisited.blogspot.com/2022/01/spring-boot-angular-example-tutorial.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [developer.okta.com: Build REST APIs and Native Java Apps with Helidon](https://developer.okta.com/blog/2022/01/06/native-java-helidon) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2022)** [softwaretestingmagazine.com: Learning JMeter : Documentation, Tutorials, Videos](https://www.softwaretestingmagazine.com/tools/learning-jmeter-documentation-tutorials-videos) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2022)** [javatechonline.com: How To Monitor Spring Boot Microservices Using ELK Stack?](https://javatechonline.com/how-to-monitor-spring-boot-microservices-using-elk-stack) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [blog.bigdataboutique.com: Tuning Elasticsearch: The Ideal Java Heap Size](https://bigdataboutique.com/blog/tuning-elasticsearch-the-ideal-java-heap-size-2toq2j) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2022)** [tanzu.vmware.com: Microservices with Spring Cloud Kubernetes Reference Architecture 🌟](https://www.vmware.com/products/app-platform/tanzu) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [automationreinvented.blogspot.com: What is Json Schema and how to perform schema validation using Rest Assured?](https://automationreinvented.blogspot.com/2022/03/what-is-json-schema-and-how-to-perform.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [dev.to: Video: Visualize the architecture of your Java app, in VS Code, in 2 ΒΉ/β‚‚ minutes](https://dev.to/appmap/video-visualize-the-architecture-of-your-java-app-in-vs-code-in-2-minutes-568j) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Mulesoft](https://www.mulesoft.com) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [newrelic.com: Understand OpenTelemetry Part 4: Instrument a Java App with OpenTelemetry](https://newrelic.com/blog/apm/java-opentelemetry) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [lambdatest.com: Complete Guide To Access Forms In Selenium With Java](https://www.testmuai.com/blog/complete-guide-to-access-forms-in-selenium-with-java) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [infoworld.com: AWS Lambda kickstarts Java functions](https://www.infoworld.com/article/2337529/aws-lambda-kickstarts-java-functions.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [piotrminkowski.com: Continuous Delivery on Kubernetes with Database using ArgoCD and Liquibase](https://piotrminkowski.com/2021/12/13/continuous-delivery-on-kubernetes-with-database-using-argocd-and-liquibase) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Building and Deploying a Weather Web Application onto Kubernetes/Red Hat OpenShift using Eclipse JKube](https://itnext.io/building-and-deploying-a-weather-web-application-onto-kubernetes-red-hat-openshift-using-eclipse-62bf7c924be4) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [youtube: Deploy your Java applications to the Cloud using Eclipse JKube (petclinic) 🌟](https://www.youtube.com/watch?v=vgIwRX4LXfU) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Message broker integration made simple with Red Hat Fuse](https://developers.redhat.com/blog/2021/01/08/message-broker-integration-made-simple-with-red-hat-fuse) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [spring.io: YMNNALFT: Easy Docker Image Creation with the Spring Boot Maven Plugin and Buildpacks](https://spring.io/blog/2021/01/04/ymnnalft-easy-docker-image-creation-with-the-spring-boot-maven-plugin-and-buildpacks) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [MapIt](https://github.com/siamaksade/mapit-spring) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [javatechonline.com: How To Deploy Spring Boot Application In Docker?](https://javatechonline.com/deploy-spring-boot-docker-spring-boot) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [redhat.com: Getting started with JBoss](https://www.redhat.com/en/blog/getting-started-jboss) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Kubernetes CI/CD with Tekton and ArgoCD 🌟](https://piotrminkowski.com/2021/08/05/kubernetes-ci-cd-with-tekton-and-argocd) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Serverless Java Functions on OpenShift](https://piotrminkowski.com/2021/11/30/serverless-java-functions-on-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [ref 9 - I have a branch that adds Docker, Kubernetes and Knative into the mix - planning on submitting a PR at some point](https://github.com/trisberg/spring-petclinic) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piomin/sample-quarkus-serverless-kafka](https://github.com/piomin/sample-quarkus-serverless-kafka) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Event-Driven Architectures with Kafka and Java Spring-Boot β€” Revision 1](https://itnext.io/event-driven-architectures-with-kafka-and-java-spring-boot-revision-1-c0d43d103ee7) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [tomd.xyz: Event-driven integration on Kubernetes with Camel & KEDA 🌟](https://tomd.xyz/kubernetes-event-driven-keda) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [confluence.sakaiproject.org](https://sakaiproject.atlassian.net/wiki) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2021)** [jenkins.io: Deprecating non-Java plugins](https://www.jenkins.io/blog/2021/12/22/deprecated-ruby-runtime) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2021)** [Oracle Java](https://www.oracle.com/java/technologies/java-se-glance.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [AdoptOpenJDk](https://adoptium.net) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [docs.microsoft.com: Microsoft OpenJDK](https://learn.microsoft.com/en-us/java/openjdk/overview) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [marcobehler.com: Java Versions and Features 🌟](https://www.marcobehler.com/guides/a-guide-to-java-versions-and-features) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 16](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-16) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Java 17, the Next Long-Term Support Release, is Now Available](https://www.infoq.com/news/2021/09/java17-released) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [tschatzl.github.io: JDK 17 G1/Parallel GC changes](https://tschatzl.github.io/2021/09/16/jdk17-g1-parallel-gc-changes.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Modernizing Enterprise Java: A cloud native guide for developers](https://developers.redhat.com/articles/2021/11/30/modernizing-enterprise-java-cloud-native-guide-developers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [enterprisersproject.com: How to migrate Java workloads to containers: 3 considerations](https://enterprisersproject.com/article/2021/6/how-migrate-java-workloads-containers-3-considerations) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [openjdk.java.net: JEP 413: Code Snippets in Java API Documentation](https://openjdk.org/jeps/413) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Virtual Threads: New Foundations for High-Scale Java Applications](https://www.infoq.com/articles/java-virtual-threads) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Making Java programs cloud-ready, Part 1: An incremental approach using Jakarta EE and MicroProfile](https://developers.redhat.com/articles/2021/06/25/making-java-programs-cloud-ready-part-1-incremental-approach-using-jakarta-ee) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Making Java programs cloud-ready, Part 2: Upgrade the legacy Java application to Jakarta EE](https://developers.redhat.com/articles/2021/06/28/making-java-programs-cloud-ready-part-2-upgrade-legacy-java-application-jakarta) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [javatutorial.net: Introduction to Spring Web Framework](https://javatutorial.net/introduction-to-spring-web-framework) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [spring.io: A Java 17 and Jakarta EE 9 baseline for Spring Framework 6](https://spring.io/blog/2021/09/02/a-java-17-and-jakarta-ee-9-baseline-for-spring-framework-6) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Spring Boot Tips, Tricks and Techniques](https://piotrminkowski.com/2021/01/13/spring-boot-tips-tricks-and-techniques) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [blog.frankel.ch: Annotation-free Spring](https://blog.frankel.ch/annotation-free-spring) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: Spring Boot Application Properties 🌟](https://vladmihalcea.com/spring-boot-application-properties) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [java67.com: How to set the logging level with application.properties in Spring Boot - Example Tutorial](https://www.java67.com/2021/10/how-to-set-logging-level-in-spring-boot-.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [spring.io: What's new in Spring Boot 2.4 🌟](https://spring.io/blog/2021/01/17/what-s-new-in-spring-boot-2-4) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: How to encrypt and decrypt data with Hibernate](https://vladmihalcea.com/how-to-encrypt-and-decrypt-data-with-hibernate) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: Optimistic vs. Pessimistic Locking (hibernate)](https://vladmihalcea.com/optimistic-vs-pessimistic-locking) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [vladmihalcea.com: The best way to log SQL statements with Spring Boot](https://vladmihalcea.com/log-sql-spring-boot) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [arnoldgalovics.com: Java and Spring Boot multiline log support for Fluentd (EFK stack)](https://arnoldgalovics.com/java-multiline-logs-fluentd) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Why should I choose Quarkus over Spring for my microservices?](https://developers.redhat.com/articles/2021/08/31/why-should-i-choose-quarkus-over-spring-my-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Quarkus for Spring developers: Getting started 🌟](https://developers.redhat.com/articles/2021/09/20/quarkus-spring-developers-getting-started) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Quarkus Tips, Tricks and Techniques 🌟](https://piotrminkowski.com/2021/10/12/quarkus-tips-tricks-and-techniques) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [infoq.com: Kubernetes Native Java with Quarkus](https://www.infoq.com/articles/native-java-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Boost throughput with RESTEasy Reactive in Quarkus' 2.2](https://developers.redhat.com/articles/2021/11/04/boost-throughput-resteasy-reactive-quarkus-22) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [developers.redhat.com: Quarkus for Spring developers: Kubernetes-native' design patterns](https://developers.redhat.com/articles/2021/10/11/quarkus-spring-developers-kubernetes-native-design-patterns) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [auth0.com: Java Microservices with Spring Boot and Spring Cloud](https://auth0.com/blog/java-spring-boot-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [Red Hat Thorntail](https://thorntail.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [JPA streamer 🌟](https://jpastreamer.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [redhat.com: Cloud-native business automation with Kogito](https://www.redhat.com/en/blog/cloud-native-business-automation-kogito) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [kogito.kie.org](https://kogito.kie.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [morling.dev: Introducing JfrUnit 1.0.0.Alpha1](https://www.morling.dev/blog/introducing-jfrunit-1-0-0-alpha1) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [java-success.com: 5 Ways to debug thread-safety issues in Java](https://www.java-success.com/debugging-java-thread-safety-multi-threading-concurrency-issues) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [reflectoring.io: When Should I Use Project Lombok?](https://reflectoring.io/when-to-use-lombok) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [piotrminkowski.com: Java Development on OpenShift with odo](https://piotrminkowski.com/2021/02/05/java-development-on-openshift-with-odo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [reflectoring.io: Feature Flags with Spring Boot](https://reflectoring.io/spring-boot-feature-flags) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Monitoring Java applications with Elastic: Getting started with the Elastic' APM Java Agent](https://www.elastic.co/blog/monitoring-java-applications-and-getting-started-with-the-elastic-apm-java-agent) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [opensource.com: Check Java processes on Linux with the jps command](https://opensource.com/article/21/10/check-java-jps) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [Single Message Transformations - The Swiss Army Knife of Kafka Connect](https://www.morling.dev/blog/single-message-transforms-swiss-army-knife-of-kafka-connect) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [confluent.io: How to Build and Deploy Scalable Machine Learning in Production with Apache Kafka](https://www.confluent.io/blog/build-deploy-scalable-machine-learning-production-apache-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Integrating systems with Apache Camel and Quarkus on Red Hat OpenShift](https://developers.redhat.com/articles/2021/05/17/integrating-systems-apache-camel-and-quarkus-red-hat-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [github.com/osa-ora/camel-k-samples](https://github.com/osa-ora/camel-k-samples) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: REST Data Service on YugabyteDB / PostgreSQL](https://dev.to/yugabyte/rest-data-service-on-yugabytedb-postgresql-5f2h) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [9 High-Performance Tips when using PostgreSQL with JPA and Hibernate](https://vladmihalcea.com/9-postgresql-high-performance-performance-tips) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [blog.marcnuri.com](https://blog.marcnuri.com) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2021)** [Setting Up the Jenkins Plugin for AWS CodeDeploy](https://aws.amazon.com/blogs/devops/setting-up-the-jenkins-plugin-for-aws-codedeploy) [GUIDE] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟](https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2021)** [kstefanj.github.io: GC progress from JDK 8 to JDK 17](https://kstefanj.github.io/2021/11/24/gc-progress-8-17.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [Migration Toolkit for Applications: Getting Started](https://developers.redhat.com/products/mta/getting-started) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [piotrminkowski.com: Spring Boot on Kubernetes with Buildpacks and Skaffold 🌟](https://piotrminkowski.com/2020/12/18/spring-boot-on-kubernetes-with-buildpacks-and-skaffold) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/jbossdemocentral: Red Hat Process Automation Manager Mortgage' Demo](https://github.com/jbossdemocentral/rhpam7-mortgage-demo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Develop and test a Quarkus client on Red Hat CodeReady Containers with Red Hat Data Grid 8.0](https://developers.redhat.com/blog/2020/06/19/develop-and-test-a-quarkus-client-on-red-hat-codeready-containers-with-red-hat-data-grid-8-0) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [CI/CD for Kubernetes through a Spring Boot example (Banzai Cloud CI/CD)](https://teletype.in/@sravancynixit/CcwqFANxY) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [HTTP-based Kafka messaging with Red Hat AMQ Streams](https://developers.redhat.com/blog/2020/08/04/http-based-kafka-messaging-with-red-hat-amq-streams) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/redhat-developer-demos/spring-petclinic 🌟](https://github.com/redhat-developer-demos/spring-petclinic) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aytartana.wordpress.com: Migrating SpringBoot PetClinic REST to Quarkus](https://aytartana.wordpress.com/2020/08/26/migrating-springboot-petclinic-rest-to-quarkus) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [gitlab.com: Red Hat Process Automation Manager - Signal Marketing Demo](https://gitlab.com/bpmworkshop/rhpam-signal-marketing-demo) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [SCM Filter Jervis YAML Plugin](https://plugins.jenkins.io/scm-filter-jervis) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Redis Fingerprint Storage Plugin](https://github.com/jenkinsci/redis-fingerprint-storage-plugin) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Read-only Jenkins Configuration 🌟](https://www.jenkins.io/blog/2020/05/25/read-only-jenkins-announcement) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 1](https://devm.io/microservices/cicd-microservices-docker-162408) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [redhat.com: The history and future of OpenJDK](https://www.redhat.com/en/blog/history-and-future-openjdk) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [GitHub Welcomes the OpenJDK Project!](https://github.blog/news-insights/company-news/github-welcomes-the-openjdk-project) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Red Hat OpenJDK](https://developers.redhat.com/products/openjdk/download) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Amazon Corretto](https://aws.amazon.com/corretto) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [__AdoptOpenJDK 11__ Is the New Default 🌟](https://blog.adoptopenjdk.net/2020/06/adoptopenjdk-11-new-default) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [advancedweb.hu: A categorized list of all Java and JVM features since JDK 8 to 14](https://advancedweb.hu/a-categorized-list-of-all-java-and-jvm-features-since-jdk-8-to-14) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [JDK 15: The new features in Java 15](https://www.infoworld.com/article/2256828/jdk-15-the-new-features-in-java-15.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [javatutorial.net: Spring vs. Java EE](https://javatutorial.net/spring-vs-java-ee) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [infoq.com: Virtual Panel: The MicroProfile Influence on Microservices Frameworks](https://www.infoq.com/articles/microprofile-microservices) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [developers.redhat.com: Develop Eclipse MicroProfile applications on Red Hat JBoss Enterprise Application Platform Expansion Pack 1.0 with Red Hat CodeReady Workspaces](https://developers.redhat.com/blog/2020/07/01/develop-eclipse-microprofile-applications-on-red-hat-jboss-enterprise-application-platform-expansion-pack-1-0-with-red-hat-codeready-workspaces) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [javarevisited.blogspot.com: 10 JdbcTemplate Examples in Spring Framework](https://javarevisited.blogspot.com/2020/05/10-jdbctemplate-examples-in-spring.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [Spring Boot native images. The path towards Spring Boot native applications](https://spring.io/blog/2020/06/10/the-path-towards-spring-boot-native-applications) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [__Spring Boot Istio library__: Spring Boot library for integration with Istio](https://piotrminkowski.com/2020/06/10/spring-boot-library-for-integration-with-istio) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [piotrminkowski.com: Best practices for microservices on kubernetes 🌟](https://piotrminkowski.com/2020/03/10/best-practices-for-microservices-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2020)** [piotrminkowski.com: Spring Boot Autoscaling on kubernetes 🌟](https://piotrminkowski.com/2020/11/05/spring-boot-autoscaling-on-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [Remote Debugging of Java Applications on OpenShift](https://www.redhat.com/en/blog/remote-debugging-java-applications-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2020)** [cloudblog.withgoogle.com: Turn any Dataflow pipeline into a reusable template](https://cloud.google.com/blog/products/data-analytics/create-templates-from-any-dataflow-pipeline) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Build a data streaming pipeline using Kafka Streams and Quarkus](https://developers.redhat.com/blog/2020/09/28/build-a-data-streaming-pipeline-using-kafka-streams-and-quarkus) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [infoq.com: Building a SQL Database Audit System using Kafka, MongoDB and Maxwell's Daemon](https://www.infoq.com/articles/database-audit-system-kafka) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [adambien.blog - 75th **airhacks.tv** Questions and Answers: Kafka, JAX-RS, MicroProfile, JSON-B, GSON, JWT, VSC, NetBeans, Java Fullstack](https://adambien.blog/roller/abien/entry/kafka_jax_rs_microprofile_json) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for Java](https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [jaxenter.com: CI/CD for Spring Boot Microservices: Part 2. Extending CI/CD: Kubernetes Continuous Deployment for Microservices](https://devm.io/blog) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./grafana.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [developers.redhat.com: What’s new in Fabric8 Kubernetes Java client 4.12.0](https://developers.redhat.com/blog/2020/10/30/whats-new-in-fabric8-kubernetes-java-client-4-12-0) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [Fabric8](https://fabric8.io) [COMMUNITY-TOOL] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [developers.redhat.com: Getting started with the fabric8 Kubernetes Java client](https://developers.redhat.com/blog/2020/05/20/getting-started-with-the-fabric8-kubernetes-java-client) [ENTERPRISE-STABLE] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2020)** [Debugging Java Applications On OpenShift and Kubernetes](https://www.redhat.com/en/blog/debugging-java-applications-on-openshift-kubernetes) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2020)** [developers.redhat.com: Support for GraphQL with Open Liberty 20.0.0.6](https://developers.redhat.com/blog/2020/06/17/support-for-graphql-with-open-liberty-20-0-0-6) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ibm_cloud.md)*
-  - **(2020)** [theregister.com: Coding unit tests is boring. Wouldn't it be cool if an AI could do it for you? That's where Diffblue comes in](https://www.theregister.com/software/2020/09/21/coding-unit-tests-is-boring-wouldnt-it-be-cool-if-an-ai-could-do-it-for-you-thats-where-diffblue-comes-in/318634) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2019)** [Matrix 🌟](https://www.jenkins.io/blog/2019/11/22/welcome-to-the-matrix) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2019)** [javarevisited.blogspot.com: The 2020 Java Developer RoadMap 🌟](https://javarevisited.blogspot.com/2019/10/the-java-developer-roadmap.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [All You Need To Know For Migrating To Java 11](https://nipafx.dev/java-11-migration-guide) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [developers.redhat.com: Jakarta EE 8: The new era of Java EE explained](https://developers.redhat.com/blog/2019/09/12/jakarta-ee-8-the-new-era-of-java-ee-explained) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2019)** [blog.openshift.com: Improving jenkins performance on openshift - part 2](https://www.redhat.com/en/blog/improving-jenkins-performance-on-openshift-part-2) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2019)** [developers.redhat.com: Decoupling microservices with Apache Camel and Debezium](https://developers.redhat.com/blog/2019/11/19/decoupling-microservices-with-apache-camel-and-debezium) [COMMUNITY-TOOL] [GUIDE] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2018)** [github.com/arun-gupta/docker-jenkins-pipeline: Docker + Java + Jenkins Pipeline](https://github.com/arun-gupta/docker-jenkins-pipeline) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [Oracle's Java 11 trap - Use OpenJDK instead! 🌟](https://blog.joda.org/2018/09/do-not-fall-into-oracles-java-11-trap.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [Oracle OpenJDK](https://jdk.java.net/11) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [RedHat’s WildFly Swarm](https://wildfly-swarm.io) [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [developers.redhat.com: Eclipse MicroProfile for Spring Boot developers](https://developers.redhat.com/blog/2018/11/21/eclipse-microprofile-for-spring-boot-developers) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [java67.com: 10 Spring Framework Annotations Java Developer should learn - Example Tutorial](https://www.java67.com/2018/11/top-10-spring-framework-annotations-for-java-developers.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [Spring Boot: ΒΏwar o jar? Ambos](https://adictosaltrabajo.com/2018/12/13/spring-boot-war-o-jar-ambos) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2018)** [O'Really: Streaming data](https://streamingsystems.net) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2017)** [javaconceptoftheday.com: Java 9 Interface Private Methods](https://javaconceptoftheday.com/java-9-interface-private-methods) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2017)** [developers.redhat.com: Troubleshooting java applications on openshift (Jolokia)](https://developers.redhat.com/blog/2017/08/16/troubleshooting-java-applications-on-openshift) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2016)** [adictosaltrabajo.com: CΓ³mo reducir el cΓ³digo repetitivo con Lombok](https://adictosaltrabajo.com/2016/02/03/como-reducir-el-codigo-repetitivo-con-lombok) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2016)** [java67.com: How to Create and Start Multiple Threads in Java? - Example Tutorial](https://www.java67.com/2016/05/how-to-use-multiple-threads-in-java.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2016)** [Jillegal OffHeap Module](https://github.com/serkan-ozal/jillegal) [EMERGING] [LEGACY] [JAVA CONTENT] β€” *Go to [Section](./java-and-java-performance-optimization.md)*
-  - **(2015)** [HTTP/2 With JBoss EAP 7 - Tech Preview](https://blog.eisele.net/2015/11/http2-with-jboss-eap-7.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2013)** [windup](https://github.com/windup) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2013)** [javarevisited.blogspot.com: Role based Access control using Spring Security and MVC, Mapping LDAP Groups to Authorities for Authorization](https://javarevisited.blogspot.com/2013/07/role-based-access-control-using-spring-security-ldap-authorities-mapping-mvc.html) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2011)** [github.com/jenkinsci 🌟](https://github.com/jenkinsci) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2006)** [liquibase.org](https://www.liquibase.org) [COMMUNITY-TOOL] [JAVA CONTENT] β€” *Go to [Section](./liquibase.md)*
 
+*... and 366 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -19005,29 +2631,29 @@
 ## Javascript Content
 
 

-Click to view 139 resources under Javascript Content
+Click to view top 100 of 139 resources under Javascript Content
 
+  - **(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)** [==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)** [==Socket.io==](https://socket.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.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)** [==Socket.io==](https://socket.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2026)** [==diagrams.net==](https://www.drawio.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.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)** [==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)*
+  - **(2025)** [==draw.io==](https://app.diagrams.net) 🌟🌟🌟🌟🌟 [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)** [==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)*
-  - **(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)** [==crontab.guru 🌟==](https://crontab.guru) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.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)*
   - **(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)** [==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)*
+  - **(2024)** [==crontab.guru 🌟==](https://crontab.guru) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==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)*
+  - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JAVASCRIPT CONTENT] β€” *Go to [Section](./monitoring.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)*
@@ -19036,12 +2662,12 @@
   - **(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](./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)*
   - **(2023)** [**portswigger.net: Introducing vAPI – an open source lab environment to learn about API security**](https://portswigger.net) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.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)*
   - **(2022)** [**automationqahub.com: The Ultimate List of Cypress Interview Questions**](https://automationqahub.com/common-cypress-interview-questions) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2021)** [**lambdatest.com: Selenium vs Cypress – Which Is Better in 2021?**](https://www.testmuai.com/blog/cypress-vs-selenium-comparison) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2021)** [**itnext.io: Differences between WebSockets and Socket.IO**](https://itnext.io/differences-between-websockets-and-socket-io-a9e5fa29d3dc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./api.md)*
+  - **(2021)** [**lambdatest.com: Selenium vs Cypress – Which Is Better in 2021?**](https://www.testmuai.com/blog/cypress-vs-selenium-comparison) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(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)*
@@ -19052,101 +2678,63 @@
   - **(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)** [autodraw.com](https://www.autodraw.com) 🌟🌟 [EMERGING] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
+  - **(2022)** [MagTape](https://github.com/tmobile/magtape) 🌟🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
   - **(2023)** [oslabs-beta/Palaemon](https://github.com/oslabs-beta/Palaemon) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [badarsebard/terraforge](https://github.com/badarsebard/terraforge) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [lab.texthtml.net: Gitlab Merge Bot](https://lab.texthtml.net/gitlab/merge-bot) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
   - **(2021)** [oslabs-beta/kubermetrics](https://github.com/oslabs-beta/kubermetrics) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT 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)** [github.com/oslabs-beta: Odin's Eye](https://github.com/oslabs-beta/OdinsEye) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./nosql.md)*
+  - **(2021)** [lab.texthtml.net: Gitlab Merge Bot](https://lab.texthtml.net/gitlab/merge-bot) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
   - **(2020)** [github: OpenShift Pipelines Node.js Tutorial](https://github.com/csantanapr/faststart2020-pipelines-lab) 🌟 [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
   - **(2019)** [BitBucket Auto Merge](https://github.com/mikefrank-ca/bitbucket-auto-merge) 🌟 [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
   - **(2019)** [github-merge-bot](https://github.com/sdduursma/github-merge-bot) 🌟 [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.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)** [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)*
-  - **(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-miscellaneous.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](./dom.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](./dom.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](./dom.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-miscellaneous.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)** [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)*
   - **(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)*
-  - **(2024)** [Blue Ocean Pipeline Editor](https://plugins.jenkins.io/blueocean-pipeline-editor) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [jenkins-version](https://github.com/jenkins-infra/jenkins-version) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
+  - **(2025)** [NGINXConfig](https://www.digitalocean.com/community/tools/nginx) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./digitalocean.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)** [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)** [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)** [Chrome Extension](https://chromewebstore.google.com/detail/empty-title/jhbokpimjgedmpcmfoghhiokhpihlkgc) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./jenkins.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)** [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)** [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)*
   - **(2023)** [Polacode](https://marketplace.visualstudio.com/items?itemName=pnp.polacode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2023)** [ESLint:](https://marketplace.visualstudio.com/items?itemName=dbaeumer.vscode-eslint) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2023)** [Prettier ESLint](https://marketplace.visualstudio.com/items?itemName=rvest.vs-code-prettier-eslint) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(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)** [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)** [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)*
   - **(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](./react.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)** [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)*
+  - **(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)** [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)** [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)*
   - **(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)** [jsoning.com](https://jsoning.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.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)** [opensource.com: JavaScript cheat sheet](https://opensource.com/downloads/javascript-cheat-sheet) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.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)** [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-miscellaneous.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-miscellaneous.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)** [web.dev/explore/react](https://web.dev/explore/react) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./react.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)*
-  - **(2021)** [developers.redhat.com: Deploying Node.js applications to Kubernetes with Nodeshift and Minikube](https://developers.redhat.com/blog/2021/03/09/deploying-node-js-applications-to-kubernetes-with-nodeshift-and-minikube) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Containerize and deploy Strapi CMS applications on Kubernetes and Red Hat OpenShift](https://developers.redhat.com/blog/2021/04/09/containerize-and-deploy-strapi-applications-on-kubernetes-and-red-hat-openshift) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Modernizing applications with Apache Camel, JavaScript, and Red Hat OpenShift](https://developers.redhat.com/articles/2021/07/26/modernizing-applications-apache-camel-javascript-and-red-hat-openshift) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [hasura.io: A Simple, Realtime, Event Driven Architecture with QR Codes](https://hasura.io/blog/a-simple-real-time-event-driven-architecture-with-qr-codes) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [freecodecamp.org: How to Build Your First JavaScript GitHub Action](https://www.freecodecamp.org/news/build-your-first-javascript-github-action) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How we use GitHub Actions to manage GitHub Docs](https://github.blog/engineering/use-github-actions-manage-docs) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [buttons.github.io: GitHub Buttons](https://buttons.github.io) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: Convert nested JSON to simple JSON in Javascript](https://dev.to/urstrulyvishwak/convert-nested-json-to-simple-json-in-javascript-4a34) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [futurecoder.io](https://futurecoder.io) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [geshan.com.np: How to use RabbitMQ and Node.js with Docker and Docker-compose](https://geshan.com.np/blog/2021/07/rabbitmq-docker-nodejs) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [dev.to: JavaScript Objects](https://dev.to/shreyazz/javascript-objects-57ob) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: JavaScript Arrays and its Methods](https://dev.to/insha/javascript-array-and-its-methods-432k) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: Username Validator](https://dev.to/lizardkinglk/username-validator-1n8g) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [freecodecamp.org: Web Storage API – How to Store Data on the Browser](https://www.freecodecamp.org/news/web-storage-api-how-to-store-data-on-the-browser) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [dev.to: How to build 7,000+ REST APIs within 2 mins (Node.js + MySQL) !!](https://dev.to/o1lab/how-to-build-7-000-rest-apis-within-2-mins-node-js-mysql-470b) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(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) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2020)** [developers.redhat.com: Automated API testing for the KIE Server](https://developers.redhat.com/blog/2020/05/01/automated-api-testing-for-the-kie-server) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2020)** [LerryAlexander: Postman + Newman API Automated Tests running on a Jenkins' Pipeline 🌟](https://github.com/LerryAlexander/postman_jenkins_api_tests) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [poloclub.github.io: What is a Convolutional Neural Network?](https://poloclub.github.io/cnn-explainer) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./ai.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)*
-  - **(2020)** [opensource.com: How to create a documentation site with Docsify and GitHub Pages](https://opensource.com/article/20/7/docsify-github-pages) [COMMUNITY-TOOL] [GUIDE] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2020)** [dev.to: How we made the __markdown toolbar__](https://dev.to/devteam/how-we-made-the-markdown-toolbar-4f09) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2020)** [blogs.windows.com: Bringing the browser developer tools to Visual Studio' Code](https://blogs.windows.com/msedgedev/2020/10/01/microsoft-edge-tools-vscode) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [dev.to: Getting Started with JavaScript Modules](https://dev.to/thecoollearner/getting-started-with-javascript-modules-2mkg) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [bgjar.com](https://bgjar.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [Podium](https://github.com/sa-mw-dach/podium) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)*
-  - **(2018)** [kenneth.io: Introducing remote debugging of Node.js apps on Azure App Service' from VS Code](https://kenneth.io/post/introducing-remote-debugging-of-nodejs-apps-on-azure-app-service-from-vs-code-in-public-preview) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2018)** [mockuper.net](https://mockuper.net) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2018)** [callicoder.com: Scaffolding your Spring Boot Application with Yeoman](https://www.callicoder.com/scaffolding-your-spring-boot-application) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2017)** [New Alexa Skills Kit Template: Build a Trivia Skill in under an Hour](https://developer.amazon.com) [GUIDE] [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2016)** [simple-talk.com: Script Loading between HTTP/1.1 and HTTP/2](https://www.red-gate.com/simple-talk/development/dotnet-development/script-loading-between-http1-1-and-http2) [LEGACY] [JAVASCRIPT CONTENT] β€” *Go to [Section](./networking.md)*
+  - **(2022)** [jsoning.com](https://jsoning.com) [COMMUNITY-TOOL] [JAVASCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
 
+*... and 39 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -19198,8 +2786,8 @@
 

 Click to view 22 resources under Json Content
 
-  - **(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)*
+  - **(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)*
   - **(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)*
@@ -19207,16 +2795,16 @@
   - **(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)** [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)*
+  - **(2026)** [developer.mongodb.com: MongoDB Cheat Sheet](https://www.mongodb.com/docs) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./cheatsheets.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)** [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)*
   - **(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)** [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)*
+  - **(2021)** [Grafana Dashboards](https://grafana.com/grafana/dashboards) [COMMUNITY-TOOL] [JSON CONTENT] β€” *Go to [Section](./grafana.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)*
@@ -19234,7 +2822,7 @@
 
   - **(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)*
+  - **(2025)** [==Cluster Monitoring stack for ARM / X86-64 platforms==](https://github.com/carlosedp/cluster-monitoring) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2022)** [==slo-libsonnet==](https://github.com/metalmatze/slo-libsonnet) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [JSONNET CONTENT] β€” *Go to [Section](./prometheus.md)*
   - **(2021)** [prskavec.net: Grafana dashboards and Jsonnet](https://www.prskavec.net/post/grafana-jsonnet) [COMMUNITY-TOOL] [JSONNET CONTENT] β€” *Go to [Section](./grafana.md)*
 
@@ -19268,7 +2856,7 @@
   - **(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)** [**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](./azure.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)*
 
 

@@ -19307,31 +2895,30 @@
 ## Markdown Content
 
 

-Click to view 368 resources under Markdown Content
+Click to view top 100 of 365 resources under Markdown Content
 
-  - **(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)** [==Claude Code Templates==](https://github.com/davila7/claude-code-templates) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-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)** [==Awesome Kubectl plugins==](https://github.com/ishantanu/awesome-kubectl-plugins) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-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)** [==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)** [==collabnix.github.io/kubetools 🌟==](https://collabnix.github.io/kubetools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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/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](./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)** [==kubernetes.io 🌟==](https://kubernetes.io/docs/reference/kubectl/quick-reference) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubectl-commands.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)** [==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)*
-  - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2026)** [==GitHub public roadmap 🌟==](https://github.com/github/roadmap) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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)*
+  - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./sre.md)*
+  - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./developerportals.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)*
@@ -19346,20 +2933,18 @@
   - **(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.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)*
+  - **(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)*
   - **(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)** [==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)** [==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)** [==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)** [==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)*
@@ -19367,317 +2952,53 @@
   - **(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](./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)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
+  - **(2026)** [**DevOps Roadmap for 2026**](https://github.com/milanm/DevOps-Roadmap) 🌟🌟🌟🌟 [DE FACTO STANDARD] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.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](./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)** [**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)** [**arslanbilal/git-cheat-sheet 🌟🌟🌟**](https://github.com/arslanbilal/git-cheat-sheet) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.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-messaging.md)*
-  - **(2024)** [**Awesome NotebookLM Slide Prompts**](https://github.com/serenakeyitan/awesome-notebookLM-prompts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./ai.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](./chatgpt.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)** [**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)** [**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)*
+  - **(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)*
   - **(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)*
+  - **(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)*
+  - **(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)** [**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)** [**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)** [**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)*
-  - **(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)** [**itnext.io: Replace Docker Desktop with lima**](https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.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)** [**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)** [**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)** [**itnext.io: Replace Docker Desktop with lima**](https://itnext.io/replace-docker-desktop-with-lima-88ec6f9d6a19) 🌟🌟🌟🌟 [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)** [**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)** [**itnext.io: Backup and Restore of Kubernetes Stateful Application Data with CSI Volume Snapshots**](https://itnext.io/backup-and-restore-of-kubernetes-stateful-application-data-with-csi-volume-snapshots-14ce9e6f3778) 🌟🌟🌟🌟 [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)** [**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)** [**itnext.io: Migrating Apache Spark workloads from AWS EMR to Kubernetes**](https://itnext.io/migrating-apache-spark-workloads-from-aws-emr-to-kubernetes-463742b49fda) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2020)** [**infoq.com: Kubernetes Ingress Is Now Generally Available**](https://www.infoq.com/news/2020/09/kubernetes-ingress-ga) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2026)** [Terraform Best Practices](https://github.com/antonbabenko/terraform-best-practices) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2026)** [How they SRE](https://github.com/upgundecha/howtheysre) 🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.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)** [sottlmarek/DevSecOps: Ultimate DevSecOps library 🌟](https://github.com/sottlmarek/DevSecOps) 🌟🌟🌟 [ENTERPRISE-STABLE] [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-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)** [lorien/awesome-web-scraping: Awesome Web Scraping](https://github.com/lorien/awesome-web-scraping) 🌟🌟🌟 [ENTERPRISE-STABLE] [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/moabukar/tech-vault](https://github.com/moabukar/tech-vault) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2025)** [Free Kubernetes 🌟🌟](https://github.com/learnk8s/free-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [github.com/devoriales/kubectl-cheatsheet](https://github.com/devoriales/cheatsheets) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2025)** [Awesome CI/CD 🌟](https://github.com/cicdops/awesome-ciandcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2024)** [joshnh/Git-Commands 🌟](https://github.com/joshnh/Git-Commands/blob/master/README.md) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [DevOpsKit-docs](https://github.com/azsk/DevOpsKit-docs) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [github.com/tensorchord/Awesome-LLMOps: Awesome LLMOps](https://github.com/tensorchord/Awesome-LLMOps) 🌟🌟🌟 [ENTERPRISE-STABLE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [weave.works: Flamingo: Expand Argo CD with Flux](https://www.weave.works/blog/flamingo-expand-argo-cd-with-flux) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2023)** [dev.to: Getting started with SNS and SQS](https://dev.to/aws-builders/getting-started-with-sns-and-sqs-3m4i) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-messaging.md)*
-  - **(2023)** [spot.io: Setting up, Managing & Monitoring Spark on Kubernetes](https://www.flexera.com/products/flexera-one/container-optimization) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2022)** [tremolosecurity.com: Secure Access to Kubernetes From Your Pipeline](https://www.tremolo.io/post/secure-access-to-kubernetes-from-your-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [fluxcd.io: GitOps Without Leaving your IDE](https://fluxcd.io/blog/2022/09/gitops-without-leaving-your-ide) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [thenewstack.io: Deploy Stateful Workloads on Kubernetes with Ondat and FluxCD](https://thenewstack.io/deploy-stateful-workloads-on-kubernetes-with-ondat-and-fluxcd) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [zer1t0.gitlab.io: Attacking Active Directory: 0 to 0.9 🌟](https://zer1t0.gitlab.io/posts/attacking_ad) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [blog.logrocket.com: Top Docker alternatives for 2022](https://blog.logrocket.com/docker-alternatives) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [thenewstack.io: K8s Backup and Disaster Recovery Is More Important Than Ever](https://thenewstack.io/k8s-backup-and-disaster-recovery-is-more-important-than-ever) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2022)** [rancher.com: The No. 1 Rule of Disaster Recovery](https://www.suse.com/c/rancher_blog/the-no-1-rule-of-disaster-recovery) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2022)** [cloud.redhat.com: Getting Started running Spark workloads on OpenShift](https://www.redhat.com/en/blog/getting-started-running-spark-workloads-on-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2022)** [hevodata.com: Building Apache Spark Data Pipeline? Made Easy 101 🌟](https://hevodata.com/learn/spark-data-pipeline) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2021)** [Azure Arc enabled Kubernetes allows you to connect and manage external Kubernetes clusters in Azure](https://www.thorsten-hans.com/azure-arc-enabled-kubernetes-digital-ocean) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [openshift: Introducing kube-burner, A tool to Burn Down Kubernetes and OpenShift 🌟](https://www.redhat.com/en/blog/introducing-kube-burner-a-tool-to-burn-down-kubernetes-and-openshift) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [redhat.com: How to streamline application portfolio modernization with Tackle](https://www.redhat.com/en/blog/tackle-application-modernization) 🌟🌟🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [alexander.holbreich.org: (Typical) journey towards full GitOps with Flux](https://alexander.holbreich.org/gitops-journey) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [ovh.com - getting external traffic into kubernetes: clusterip, nodeport, loadbalancer and ingress](https://blog.ovhcloud.com) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [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) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2021)** [thenewstack.io: DevSecOps Teams Need Application-Consistent Backups for Kubernetes Workloads](https://thenewstack.io/devsecops-teams-need-application-consistent-backups-for-kubernetes-workloads) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [blog.palark.com: Kubernetes snapshots: What are they and how to use them? 🌟](https://palark.com/blog/kubernetes-snaphots-usage) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [thenewstack.io: Cloud Native Backups, Disaster Recovery and Migrations on Kubernetes](https://thenewstack.io/cloud-native-backups-disaster-recovery-and-migrations-on-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [blocksandfiles.com: Red Hat OpenShift now does container storage backup 🌟](https://www.blocksandfiles.com/container-storage/2021/01/27/red-hat-openshift-now-does-container-storage-backup/1611166) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2021)** [opensourceforu.com: Kubernetes Adoption Widespread for Big Data: Survey](https://www.opensourceforu.com/2021/12/kubernetes-adoption-widespread-for-big-data-survey/?amp) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-bigdata.md)*
-  - **(2020)** [opensource.com: Why I use Ingress Controllers to expose Kubernetes services](https://opensource.com/article/20/8/ingress-controllers-kubernetes) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2020)** [blog.alexellis.io: Get kubectl access to your private cluster from anywhere](https://blog.alexellis.io/get-private-kubectl-access-anywhere) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(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) 🌟🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2018)** [fabric8 - kubectl](https://github.com/fabric8io/kansible/blob/master/vendor/k8s.io/kubernetes/docs/user-guide/kubectl-cheatsheet.md) 🌟🌟🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [steveazz/awesome-slo: Awesome SLOs](https://github.com/steve-mt/awesome-slo) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/iximiuz: Awesome Container Tinkering](https://github.com/iximiuz/awesome-container-tinkering) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome DevOps](https://github.com/awesome-soft/awesome-devops) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/adriannovegil/awesome-observability: Awesome Observability 🌟](https://github.com/adriannovegil/awesome-observability) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/terrytangyuan/awesome-kubeflow: Awesome Kubeflow 🌟](https://github.com/terrytangyuan/awesome-kubeflow) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Project Management](https://github.com/shahedbd/awesome-project-management) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2025)** [github.com/Azure/awesome-terraform](https://github.com/Azure/awesome-terraform) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/AdminTurnedDevOps/CapabilityPE](https://github.com/AdminTurnedDevOps/CapabilityPE) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2022)** [tremolosecurity.com: Updating kube-oidc-proxy](https://www.tremolo.io/post/updating-kube-oidc-proxy) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [kitploit.com: Mesh-Kridik](https://kitploit.com/2021/12/mesh-kridik-open-source-security.html) 🌟🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [sahilsk/awesome-jenkins](https://github.com/sahilsk/awesome-jenkins) 🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [Awesome Spinnaker](https://github.com/robzienert/awesome-spinnaker) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [mancubus77/awesome-sre](https://github.com/mancubus77/awesome-sre) 🌟 [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [andredesousa/devops-best-practices](https://github.com/andredesousa/devops-best-practices) 🌟 [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2024)** [github.com/OWASP: OWASP Kubernetes Top 10 🌟](https://github.com/OWASP/www-project-kubernetes-top-ten) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [github.com/paragpallavsingh/90DaysOfDevOps: 90DaysOfDevOps Challenge](https://github.com/paragpallavsingh/90DaysOfDevOps) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [github.com: AKS: Use AAD identity for pods and make your SecOps happy](https://github.com/dfrappart/articles/blob/master/podidentityjourney.md) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2020)** [Awesome Openshift 2](https://github.com/oscp/awesome-openshift3) 🌟 [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Architecture Best Practices for Azure Kubernetes Service (AKS)](https://learn.microsoft.com/en-us/azure/well-architected/service-guides/azure-kubernetes-service) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [freecodecamp.org: Markdown Cheat Sheet – How to Write in Markdown with Examples](https://www.freecodecamp.org/news/markdown-cheat-sheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [Hacking jenkins](https://github.com/orangetw/awesome-jenkins-rce-2019) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2026)** [free-for.dev](https://free-for.dev) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [awesome-sre/awesome-sre](https://github.com/awesome-sre/awesome-sre) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/Noovolari/awesome-cloudops: Awesome CloudOps](https://github.com/Noovolari/awesome-cloudops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [github.com/palark/awesome-devops-telegram: Awesome DevOps Telegram](https://github.com/palark/awesome-devops-telegram) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [bregman-arie/devops-resources 🌟](https://github.com/bregman-arie/devops-resources) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Cloud Native Java](https://github.com/saturnism/awesome-cloud-native-java) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [developer-guy/awesome-falco](https://github.com/developer-guy/awesome-falco) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [koslib/awesome-containerized-security 🌟](https://github.com/koslib/awesome-containerized-security) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [gitops-resources](https://github.com/microtica/gitops-resources) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [Awesome Pipeline](https://github.com/pditommaso/awesome-pipeline) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [rayfrankenstein/AITOW: #AgileKillsKittens (or Agile In Their Own Words:' The Problem With Agile & Scrum)](https://github.com/rayfrankenstein/AITOW) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2026)** [thenewstack.io: Locking Down Kubernetes Containers with vcluster](https://thenewstack.io/locking-down-kubernetes-containers-with-vcluster) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [komodor.com: Komodor Workflows: Automated Troubleshooting at the Speed of' WHOOSH!](https://komodor.com/blog/using-workflows-to-troubleshoot-like-a-pro) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [k9scli.io](https://k9scli.io) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [blog.logrocket.com: An all-in-one guide to gRPC-Gateway](https://blog.logrocket.com/guide-to-grpc-gateway) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [dev.to: Detecting Kubernetes API Deprecations with pluto](https://dev.to/fkurz/detecting-kubernetes-api-deprecations-with-pluto-3g2m) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [johnthebrit/CertificationMaterials](https://github.com/johnthebrit/CertificationMaterials) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [markdownguide.org](https://www.markdownguide.org) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [Amazon EKS Best Practices Guide for Networking](https://aws.github.io/aws-eks-best-practices/networking/index) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2026)** [infoworld.com: Docker's Compose specification is now an open standard](https://www.infoworld.com/article/2257118/dockers-compose-specification-is-now-an-open-standard.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [releasehub.com: 6 Docker Compose Best Practices for Dev and Prod](https://release.com/blog/6-docker-compose-best-practices-for-dev-and-prod) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Top 50 Docker Tools](https://blog.inedo.com/devops/top-50-docker-tools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [crunchtools.com: A Comparison of Linux Container Images](https://crunchtools.com/comparison-linux-container-images) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [redhat.com: Red Hat Brings Red Hat Universal Base Image to Docker Hub](https://www.redhat.com/en/about/press-releases/red-hat-brings-red-hat-universal-base-image-docker-hub) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [Digital Ocean: Docker Tutorials](https://www.digitalocean.com/community/tags/docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [dev.to: Use Kool to Dockerize Your Local Development Environment the Right Way](https://dev.to/kooldev/use-kool-to-dockerize-your-local-development-environment-the-right-way-18gl) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [andrewlock.net: Installing Docker Desktop for Windows and WSL 2](https://andrewlock.net/installing-docker-desktop-for-windows) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [freecodecamp.org: a beginners guide to docker - how to create a client server side with docker compose](https://www.freecodecamp.org/news/a-beginners-guide-to-docker-how-to-create-a-client-server-side-with-docker-compose-12c8cf0ae0aa) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [crunchtools.com: A Hacker’s Guide to Moving Linux Services into Containers. Epic 15 page blog post showing people how to move Wordpress (php), Mediawiki (php), and Request Tracker (perl) into containers](https://crunchtools.com/moving-linux-services-to-containers) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [thenewstack.io: Deploy a Persistent Kubernetes Application with Portainer](https://thenewstack.io/deploy-a-persistent-kubernetes-application-with-portainer) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [altoros.com: Streamlining the Creation of Docker Images with Cloud Native Buildpacks](https://www.altoros.com/blog/streamlining-the-creation-of-docker-images-with-cloud-native-buildpacks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks](https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [techcommunity.microsoft.com: IIS Central Certificate Store and Windows containers](https://techcommunity.microsoft.com/blog/itopstalkblog/iis-central-certificate-store-and-windows-containers/4181509) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [codesolid.com: How To Use Docker and Docker Compose With Python](https://codesolid.com/how-to-use-docker-with-python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [dev.to/pmbanugo: Goodbye Dockerfiles: Build Secure & Optimised Node.js Container Images with Cloud Native Buildpacks](https://dev.to/pmbanugo/goodbye-dockerfiles-build-secure-optimised-nodejs-container-images-with-cloud-native-buildpacks-489p) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2026)** [VScode run from WSL in Linux: Cannot activate the 'Atlassian for VSCode' (Official)' extension because 'git' extension is not loaded](https://bitbucket.org/atlassianlabs/atlascode/issues/112/cannot-activate-the-atlassian-for-vscode) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [With the Edge (Chromium) Tools for VS Code you can see the browser's Inspector and Dev Tools within VSCode, to debug your front-end code](https://gist.github.com/hxlnt/60d0e62efdb973e221e585e2b990bfd6) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [VSCode Updates](https://code.visualstudio.com/updates/v1_120) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [devblogs.microsoft.com: Need an Intro to VS Code? Let Tech with Tim Help!](https://devblogs.microsoft.com/python/need-an-intro-to-vs-code-let-tech-with-tim-help) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [AKS Labs - Introduction](https://azure-samples.github.io/aks-labs/docs/intro) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2026)** [blog.alexellis.io: Building containers without Docker 🌟](https://blog.alexellis.io/building-containers-without-docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2026)** [What is Podman and How Does it Compare to Docker?](https://build5nines.com/what-is-podman-and-how-does-it-compare-to-docker) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2025)** [docs.microsoft.com: Deploy Spring microservices to Azure](https://learn.microsoft.com/en-us/azure/container-apps) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [stacksimplify.com: DevOps with AWS CodePipeline on AWS EKS](https://docs.stacksimplify.com/aws-eks/aws-devops-eks/learn-to-master-devops-on-aws-eks-using-aws-codecommit-codebuild-codepipeline) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [Get started creating and populating demo Azure DevOps Services projects](https://learn.microsoft.com/en-us/azure/devops/demo-gen/use-demo-generator-v2?view=azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [lambdatest.com: How To Build a CI/CD Pipeline In Azure DevOps ?](https://www.testmuai.com/blog/build-ci-cd-pipeline-in-azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [docs.microsoft.com: Create a build pipeline with Azure Pipelines](https://learn.microsoft.com/en-gb/azure/devops/pipelines/build/ci-build-git?view=azure-devops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [github.com/ozbillwang/terraform-best-practices](https://github.com/ozbillwang/terraform-best-practices) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [github.com/stephaneey/azure-and-k8s-architecture: Azure and K8s Architecture' 🌟](https://github.com/stephaneey/azure-and-k8s-architecture) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [techcommunity.microsoft.com: Unleashing GitHub Copilot for Infrastructure as Code (powershell, terraform, etc)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/unleashing-github-copilot-for-infrastructure-as-code/4124031) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [freecodecamp.org: How to Deploy a React App to Production Using Docker and NGINX with API Proxies](https://www.freecodecamp.org/news/how-to-deploy-react-apps-to-production) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [Awesome kubetools](https://dockerlabs.collabnix.com/kubernetes/kubetools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [unofficial-kubernetes.readthedocs.io](https://unofficial-kubernetes.readthedocs.io/en/latest) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [infoq.com: Kwok, a Tool to Spin up Kubernetes Nodes in a Second](https://www.infoq.com/news/2023/03/kwok-kubernetes) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [kubetools.io: Why K9s Should Be Your Go-To Tool for Kubernetes Management](https://kubetools.io/why-k9s-should-be-your-go-to-tool-for-kubernetes-management) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com/Cloud-Architekt: Azure AD - Attack and Defense Playbook](https://github.com/Cloud-Architekt/AzureAD-Attack-Defense) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2023)** [azure.microsoft.com: Announcing the general availability of Azure CNI Overlay in Azure Kubernetes Service](https://azure.microsoft.com/en-us/blog/announcing-the-general-availability-of-azure-cni-overlay-in-azure-kubernetes-service) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [techcommunity.microsoft.com: Azure Kubernetes Service Free tier and Standard tier](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-free-tier-and-standard-tier/3731432) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [infoq.com: Microsoft Brings Kubernetes to the Edge with AKS Edge Essentials](https://www.infoq.com/news/2023/03/aks-edge-essentials-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [kubernetes.io: Kubernetes v1.27: Chill Vibes](https://kubernetes.io/blog/2023/04/11/kubernetes-v1-27-release) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.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)** [Tutorial: Connect Amazon EKS and Azure AKS Clusters with Google Anthos](https://thenewstack.io/tutorial-connect-amazon-eks-and-azure-aks-clusters-with-google-anthos) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [itnext.io: Hydrating a Data Lake using Log-based Change Data Capture (CDC) with Debezium, Apicurio, and Kafka Connect on AWS](https://itnext.io/hydrating-a-data-lake-using-log-based-change-data-capture-cdc-with-debezium-apicurio-and-kafka-799671e0012f) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com: OKD 4 Roadmap](https://github.com/openshift/community/blob/master/ROADMAP.md) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2022)** [datree.io: How to build a Helm plugin in minutes](https://www.datree.io/resources/how-to-build-a-helm-plugin-in-minutes) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [dev.to: Pixie: an X-ray Machine for Kubernetes Traffic](https://dev.to/otomato_io/pixie-an-x-ray-machine-for-kubernetes-traffic-23pd) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [cast.ai: 8 best practices to reduce your AWS bill for Kubernetes](https://cast.ai/blog/eks-cost-optimization) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [AWS and Kubecost collaborate to deliver cost monitoring for EKS customers](https://aws.amazon.com/blogs/containers/aws-and-kubecost-collaborate-to-deliver-cost-monitoring-for-eks-customers) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [nextlinklabs.com: Handling Auth in EKS Clusters: Setting Up Kubernetes User Access Using AWS IAM](https://nextlinklabs.com/resources/insights/handling-authentication-in-eks-clusters-kubernetes-aws-iam) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [cast.ai: EKS Security Checklist: 10 Best Practices for a Secure Cluster](https://cast.ai/blog/eks-security-checklist-10-best-practices-for-a-secure-cluster) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [dev.to: One technique to save your AWS EKS IP addresses 10x](https://dev.to/timtsoitt/one-technique-to-save-your-aws-eks-ip-addresses-10x-2ocn) [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)** [isovalent.com: Announcing Azure CNI Powered by Cilium](https://isovalent.com/blog/post/azure-cni-cilium) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [medium.com/@vamsi.lakshman: Overview of Azure Kubernetes Services Networking Models](https://medium.com/@vamsi.lakshman/overview-of-azure-kubernetes-services-networking-models-e3ca0591aebe) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [techcommunity.microsoft.com: Azure Kubernetes Service Microsoft Ignite announcements](https://techcommunity.microsoft.com/blog/appsonazureblog/azure-kubernetes-service-microsoft-ignite-announcements/3650443) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Non-Graceful Node Shutdown Moves to Beta](https://kubernetes.io/blog/2022/12/16/kubernetes-1-26-non-graceful-node-shutdown-beta) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: registry.k8s.io: faster, cheaper and Generally Available (GA)](https://kubernetes.io/blog/2022/11/28/registry-k8s-io-faster-cheaper-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Pod Scheduling Readiness](https://kubernetes.io/blog/2022/12/26/pod-scheduling-readiness-alpha) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.26: CPUManager goes GA](https://kubernetes.io/blog/2022/12/27/cpumanager-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: PodSecurityPolicy: The Historical Context 🌟](https://kubernetes.io/blog/2022/08/23/podsecuritypolicy-the-historical-context) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Support for Passing Pod fsGroup to CSI Drivers At Mount Time](https://kubernetes.io/blog/2022/12/23/kubernetes-12-06-fsgroup-on-mount) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes 1.26: Job Tracking, to Support Massively Parallel Batch Workloads, Is Generally Available](https://kubernetes.io/blog/2022/12/29/scalable-job-tracking-ga) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [kubernetes.io: Kubernetes v1.26: Advancements in Kubernetes Traffic Engineering](https://kubernetes.io/blog/2022/12/30/advancements-in-kubernetes-traffic-engineering) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-releases.md)*
-  - **(2022)** [infoq.com: Debugging Large and Complex Dockerfiles Gets Easier with Buildg](https://www.infoq.com/news/2022/09/debug-dockerfiles-buildg) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2022)** [freecodecamp.org: How to Use Markdown in VSCode – Syntax and Examples](https://www.freecodecamp.org/news/how-to-use-markdown-in-vscode) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./developerportals.md)*
-  - **(2022)** [dev.to: 19 Valuable GitHub Repositories for Beginner Developers πŸ“šβœ¨](https://dev.to/madza/19-valuable-github-repositories-for-beginner-developers-3i18) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2022)** [IntelliJ vs. VSCode for Rust Development](https://users.rust-lang.org/t/anyone-here-go-intellij-vscode/84499) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2022)** [blog.gurock.com: What Is DevTestOps?](https://www.testrail.com/blog/what-is-devtestops) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2021)** [cloud.google.com: Follow your org’s app dev best practices with Cloud Code custom samples 🌟](https://cloud.google.com/blog/products/application-development/access-an-orgs-custom-code-repo-from-cloud-code-ides) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images 🌟](https://pushbuildtestdeploy.com/jenkins-on-kubernetes-building-docker-images) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [doylestowncoder.com: Building CI/CD Pipelines with Azure Data Factory: Part 1](https://travelrasik.com/category/asia) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 1](https://blogs.sap.com/2021/07/04/cloud-integration-with-commerce-azure-blob-storage-using-rest-api) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blogs.sap.com: Cloud Integration with Commerce Azure Blob Storage using REST API – Part 2](https://blogs.sap.com/2021/12/26/cloud-integration-with-commerce-azure-blob-storage-using-rest-api-part-2) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [techbeacon.com: 25 Kubernetes experts you should follow on Twitter](https://techbeacon.com/enterprise-it/25-kubernetes-experts-you-should-follow-twitter) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [github.com/antonarhipov/awesome-apm: Awesome APM](https://github.com/antonarhipov/awesome-apm) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2021)** [javaadvent.com: You need more than containers. A short history of the' mess we're in](https://www.javaadvent.com/2021/12/you-need-more-than-containers-a-short-history-of-the-mess-were-in.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./java_frameworks.md)*
-  - **(2021)** [gitkraken.com: GitFlow](https://support.gitkraken.com/git-workflows-and-extensions/git-flow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: What is Trunk Based Development? A Different Approach to the Software Development Lifecycle](https://www.freecodecamp.org/news/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [thenewstack.io: Wave Goodbye to Release Nights](https://thenewstack.io/wave-goodbye-to-release-nights) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [martinfowler.com: KeystoneInterface](https://martinfowler.com/bliki/KeystoneInterface.html) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [split.io: Keystone Flags: Feature Flagging With Less Mess](https://www.harness.io/blog?module-name=Feature+Management+%26+Experimentation) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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)** [devclass.com: Git a March on: GitLab 13.10 ramps up security, adds support for OpenShift, DORA](https://www.devclass.com/ci-cd/2021/03/23/git-a-march-on-gitlab-1310-ramps-up-security-adds-support-for-openshift-dora/1619889) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [sdtimes: GitLab 14 aims to do away with DIY DevOps toolchains 🌟](https://sdtimes.com/devops/gitlab-14-aims-to-do-away-with-diy-devops-toolchains) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to/opensauced: How to Create a Good Pull Request Template (and Why You Should Add Gifs)](https://dev.to/opensauced/how-to-create-a-good-pull-request-template-and-why-you-should-add-gifs-4i0l) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [freecodecamp.org: How to Use the .github Repository](https://www.freecodecamp.org/news/how-to-use-the-dot-github-repository) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.kintone.io: Introducing pvc-autoresizer](https://blog.kintone.io/entry/pvc-autoresizer) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thecloudblog.net: Managing Applications in Kubernetes with the Carvel Kapp' Controller](https://thecloudblog.net/post/managing-applications-in-kubernetes-with-the-carvel-kapp-controller) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [hackernoon.com: How to Generate Kubernetes Manifests With a Single Command' (kompose)](https://hackernoon.com/how-to-generate-kubernetes-manifests-with-a-single-command) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [thenewstack.io: OpenTelemetry Gaining Traction from Companies and Vendors](https://thenewstack.io/opentelemetry-gaining-traction-from-companies-and-vendors) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [opensource.com: Get started with distributed tracing using Grafana Tempo](https://opensource.com/article/21/2/tempo-distributed-tracing) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Mininimum elasticsearch requirement is 6.2.x or higher](https://www.elastic.co/support/matrix) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [bqstack.com: Monitoring Application using Elastic APM](https://bqstack.com/b/detail/109) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Successful Kubernetes Monitoring – Three Pitfalls to Avoid](https://www.dynatrace.com/news/blog/successful-kubernetes-monitoring-3-pitfalls-to-avoid) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: 4 steps to modernize your IT service operations with Dynatrace](https://www.dynatrace.com/news/blog/4-steps-to-modernize-your-it-service-operations-with-dynatrace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: How to collect Prometheus metrics in Dynatrace](https://www.dynatrace.com/news/blog/how-to-collect-prometheus-metrics-in-dynatrace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: Automatic connection of logs and traces accelerates AI-driven' cloud analytics](https://www.dynatrace.com/news/blog/automatic-connection-of-logs-and-traces-accelerates-ai-driven-cloud-analytics) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [thenewstack.io: Serverless Needs More Observability Tools](https://thenewstack.io/serverless-needs-more-observability-tools) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [Tutorial: Guide to automated SRE-driven performance engineering 🌟](https://www.dynatrace.com/news/blog/guide-to-automated-sre-driven-performance-engineering-analysis) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [dynatrace.com: Analyze all AWS data in minutes with Amazon CloudWatch Metric' Streams available in Dynatrace](https://www.dynatrace.com/news/blog/amazon-cloudwatch-metric-streams-launch-partnership) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [linkedin.com: Amazon EKS Distro (EKS-D): The Kubernetes Distribution Used by Amazon EKS 🌟](https://www.linkedin.com/pulse/amazon-eks-distro-eks-d-kubernetes-distribution-used-gokul-chandra) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [hackerxone.com: 13 Steps Guide to Create Kubernetes Cluster on AWS](https://www.hackerxone.com/2021/08/20/13-steps-guide-to-create-kubernetes-cluster-on-amazon-web-serviceaws) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [hackerxone.com: Steps to Create Amazon EKS node group on Amazon web Service (AWS)](https://www.hackerxone.com/2021/08/25/steps-to-create-amazon-eks-node-group-on-amazon-web-service-aws) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Amazon Web Services Gears Elastic Kubernetes Service for Batch Work](https://thenewstack.io/amazon-web-services-gears-elastic-kubernetes-service-for-batch-jobs) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [Optimizing Your Kubernetes Clusters with Rancher and Amazon EKS 🌟](https://aws.amazon.com/blogs/apn/optimizing-your-kubernetes-clusters-with-rancher-and-amazon-eks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.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)** [dev.to: EKS IAM Deep Dive 🌟](https://dev.to/aws-builders/eks-iam-deep-dive-136d) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [techcommunity.microsoft.com: Azure Kubernetes Service and Azure Container Registry Service on Azure Stack Hub](https://techcommunity.microsoft.com/blog/azurestackblog/azure-kubernetes-service-and-azure-container-registry-service-on-azure-stack-hub/3075932) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [zartis.com: How To Save A Fortune On Azure Kubernetes Service](https://www.zartis.com/minimizing-costs-aks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Microsoft’s Practical Approach to Kubernetes Management](https://thenewstack.io/microsoft-takes-practical-approach-to-kubernetes-management) [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)** [developers.redhat.com: Red Hat Universal Base Image and Docker Hub: Why should developers care?](https://developers.redhat.com/articles/2021/05/25/red-hat-universal-base-image-and-docker-hub-why-should-developers-care) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [geshan.com.np: Postgres with Docker and Docker compose a step-by-step guide for beginners](https://geshan.com.np/blog/2021/12/docker-postgres) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2021)** [A multi-step tutorial that covers the basics of working with Docker with Visual Studio Code and deploy on Azure](https://learn.microsoft.com/en-us/visualstudio/docker/tutorials/docker-tutorial) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [forbes.com: 13 Signs You’re Selling Yourself Short In Your Career](https://www.forbes.com/sites/adunolaadeshola/2021/04/28/13-signs-youre-selling-yourself-short-in-your-career) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./introduction.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2021)** [Kubernetes the Hard Way: Azure Edition](https://github.com/carlosonunez/kubernetes-the-hard-way-on-azure) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-on-premise.md)*
-  - **(2021)** [about.gitlab.com: GitLab 14.1 released with Helm Chart Registry and Escalation Policies](https://docs.gitlab.com/releases) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cicd-kubernetes-plugins.md)*
-  - **(2021)** [docs.planetscale.com: The PlanetScale workflow 🌟](https://planetscale.com/docs/vitess/best-practices) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2021)** [Understanding your AWS Cost Datasets: A Cheat Sheet](https://aws.amazon.com/blogs/aws-cloud-financial-management/understanding-your-aws-cost-datasets-a-cheat-sheet) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2021)** [softwarebusinessgrowth.com: Parallel System Validation – The End Of DevOps](https://www.varinsights.com/doc/parallel-system-validation-the-end-of-devops-0001) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./testops.md)*
-  - **(2020)** [jfrog.com: 5 Steps to Hosting Your Application on Amazon Cloud Container Service](https://jfrog.com/blog/5-steps-to-hosting-your-application-on-amazon-cloud-container-service) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [kubernetes.dev: GitHub Workflow](https://www.kubernetes.dev/docs/guide/github-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [kean.github.io: Trunk-Based Development](https://kean.blog/post/trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: The Importance of Feature Flags in CI/CD](https://www.cloudbees.com/blog/how-feature-flags-help-you-put-customers-first) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Testing with Feature Flags to Improve Developer Productivity](https://www.cloudbees.com/blog/feature-flags-improve-developer-productivity) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: How to Grow Continuous Delivery Maturity Using Feature Flags](https://www.cloudbees.com/blog/how-to-build-the-process-and-culture-behind-using-feature-flags-at-scale) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Change Management in Production](https://www.cloudbees.com/blog/change-management-in-production) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [infoworld.com: 5 devops use cases for developing with feature flags](https://www.infoworld.com/article/2270518/5-devops-use-cases-for-developing-with-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [cloudbees.com: Feature Flag Best Practices: Understanding the Feature Flag Lifecycle](https://www.cloudbees.com/blog/feature-flag-lifecycle) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [mbuffett.com: Replacing ngrok with ktunnel](https://mbuffett.com/posts/ktunnel-ngrok-replace) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [gitlab.com: Kubernetes storage provider benchmarks](https://gitlab.com/mrman/k8s-storage-provider-benchmarks) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./kubernetes-storage.md)*
-  - **(2020)** [theregister.co.uk: Compose yourselves – Docker has published multi-container app spec, needs contributors to help maintain and develop it](https://www.theregister.com/software/2020/04/08/compose-yourselves-docker-has-published-multi-container-app-spec-needs-contributors-to-help-maintain-and-develop-it/311866) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(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) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [docker-ecs-plugin: Docker Releases Plugin for Simplified Deployments into AWS ECS and Fargate](https://www.infoq.com/news/2020/07/docker-ecs-plugin) [LEGACY] [MARKDOWN CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2020)** [dev.to: Visual Studio Code - Tips & Tricks - Command Palette and its friends](https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-command-palette-and-its-friends-2bhi) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [dev.to/this-is-learning: Visual Studio Code - Tips & Tricks - Snippets](https://dev.to/playfulprogramming/visual-studio-code-tips-tricks-snippets-5041) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [npm has joined GitHub](https://github.blog/news-insights/company-news/npm-has-joined-github) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(2020)** [victorops.com: Source Code Control: Trunk-Based Development vs. GitFlow](https://www.splunk.com/en_us/about-splunk/acquisitions/splunk-on-call.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./sre.md)*
-  - **(2020)** [Announcing General Availability of AWS Cost Anomaly Detection](https://aws.amazon.com/blogs/aws-cloud-financial-management/announcing-general-availability-of-aws-cost-anomaly-detection) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./aws-pricing.md)*
-  - **(2019)** [atlassian.com: Gitflow Workflow](https://www.atlassian.com/git/tutorials/comparing-workflows/gitflow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [team-coder.com: From Git Flow to Trunk Based Development](https://team-coder.com/from-git-flow-to-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [featureflags.io: Flags vs Branching](https://featureflags.io/feature-flags-vs-branching) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2019)** [Microsoft: Python Engineering](https://devblogs.microsoft.com/python) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [tech.paulcz.net/blog/spring-into-kubernetes-part-1](https://tech.paulcz.net/blog/spring-into-kubernetes-part-1) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [Atlassian Git Cheatsheet](https://www.atlassian.com/git/tutorials/atlassian-git-cheatsheet) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [devopszone.info: An Introduction To Git-flow Workflow](https://www.devopszone.info/post/an-introduction-to-git-flow-workflow) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [infoworld.com: Why aren’t you using feature flags?](https://www.infoworld.com/article/2261454/why-arent-you-using-feature-flags.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2018)** [github.blog: VS Code: Now creating pull requests 🌟](https://github.blog/news-insights/product-news/create-pull-requests-in-vscode) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2017)** [Trunk Based Development](https://trunkbaseddevelopment.com) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2017)** [trunkbaseddevelopment.com: Alternative Branching Models](https://trunkbaseddevelopment.com/alternative-branching-models) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2017)** [martinfowler.com: Feature Toggles (aka Feature Flags)](https://martinfowler.com/articles/feature-toggles.html) [EMERGING] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [aprendegit.com: git-flow: la rama develop y uso de feature branches](https://aprendegit.com/git-flow-la-rama-develop-y-uso-de-feature-branches) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [thinkinglabs.io: Feature Branching considered Evil](https://thinkinglabs.io/talks/2016/10/29/feature-branching-considered-evil.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2016)** [Integrated Terminal](https://code.visualstudio.com/docs/terminal/basics) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2015)** [Git DMZ Flow](https://gist.github.com/djspiewak/9f2f91085607a4859a66) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2015)** [Using Version Control in VS Code](https://code.visualstudio.com/docs/sourcecontrol/overview) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2015)** [Talk Python To Me Podcast](https://talkpython.fm) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [fedoralovespython.org 🌟](https://fedoralovespython.org) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Awesome Django. A curated list of awesome Django apps, projects and resources](https://gitlab.com/rosarior/awesome-django) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Talk Python To Me Podcast. Episode #36: Python IDEs with the PyCharm team](https://talkpython.fm/episodes/show/36/python-ides-with-the-pycharm-team) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [paulhammant.com: Microsoft's Trunk-Based Development](https://paulhammant.com/2014/04/03/microsofts-trunk-based-development) [CASE STUDY] [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2014)** [Why Python 3 exists](https://www.snarky.ca/why-python-3-exists) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2013)** [paulhammant.com: What is Trunk-Based Development?](https://paulhammant.com/2013/04/05/what-is-trunk-based-development) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2012)** [Git-flow cheatsheet](https://danielkummer.github.io/git-flow-cheatsheet/index.html) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2012)** [git-flow.readthedocs.io](https://git-flow.readthedocs.io/en/latest) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2012)** [Full Stack Python is an open book that explains each Python web application stack layer and provides the best web resources for those topics](https://www.fullstackpython.com) [COMMUNITY-TOOL] [MARKDOWN CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2010)** [nvie.com: Feature Branches. A successful Git branching model](https://nvie.com/posts/a-successful-git-branching-model) [COMMUNITY-TOOL] [GUIDE] [MARKDOWN CONTENT] β€” *Go to [Section](./git.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)*
 
+*... and 265 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -19738,8 +3059,8 @@
   - **(2022)** [testrigtechnologies.com: Selenium Automation Testing: How to write automated test scripts using selenium](https://www.testrigtechnologies.com/how-to-write-a-test-automation-selenium-test-script) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
   - **(2026)** [LibrerΓ­as cliente](https://prometheus.io/docs/instrumenting/clientlibs) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./prometheus.md)*
   - **(2026)** [refactoring.guru: Design Patterns](https://refactoring.guru/design-patterns) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
   - **(2024)** [Pulumi Cloud Providers](https://www.pulumi.com/registry/packages) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./pulumi.md)*
+  - **(2024)** [AWS Samples (Boilerplates)](https://nubenetes.com/demos/#aws-samples-boilerplates) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
   - **(2015)** [developers.googleblog.com: Introducing gRPC, a new open source HTTP/2 RPC Framework](https://developers.googleblog.com/introducing-grpc-a-new-open-source-http2-rpc-framework) [COMMUNITY-TOOL] [MULTI-LANGUAGE CONTENT] β€” *Go to [Section](./api.md)*
 
 

@@ -19888,8 +3209,8 @@
 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](./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)*
+  - **(2026)** [Wordpress P2](https://wordpress.com/p2) [COMMUNITY-TOOL] [PHP CONTENT] β€” *Go to [Section](./workfromhome.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)*
 
 
@@ -19935,16 +3256,16 @@
 

 Click to view 67 resources under Powershell Content
 
-  - **(2026)** [==janikvonrotz/awesome-powershell==](https://github.com/janikvonrotz/awesome-powershell) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.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)** [==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)** [==janikvonrotz/awesome-powershell==](https://github.com/janikvonrotz/awesome-powershell) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
   - **(2024)** [==github.com/ElanShudnow/AzureCode==](https://github.com/ElanShudnow/AzureCode) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [POWERSHELL CONTENT] β€” *Go to [Section](./azure.md)*
   - **(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](./gitops.md)*
+  - **(2025)** [**EntraExporter**](https://github.com/microsoft/entraexporter) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [POWERSHELL CONTENT] β€” *Go to [Section](./devops.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)*
@@ -19987,6 +3308,7 @@
   - **(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)** [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)*
@@ -19998,7 +3320,6 @@
   - **(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)** [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)*
@@ -20108,410 +3429,110 @@
 ## Python Content
 
 

-Click to view 401 resources under Python Content
+Click to view top 100 of 401 resources under Python Content
 
-  - **(2026)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./about.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)** [==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)** [==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)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.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)** [==AWX==](https://github.com/ansible/awx) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.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)** [==cybersecsi/RAUDI==](https://github.com/cybersecsi/RAUDI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./docker.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)** [==ermetic/access-undenied-aws 🌟==](https://github.com/tenable/access-undenied-aws) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.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/localstack/localstack==](https://github.com/localstack/localstack) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
+  - **(2026)** [==NetBox IPAM 🌟==](https://github.com/netbox-community/netbox) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./networking.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)** [==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)*
-  - **(2026)** [==cybersecsi/RAUDI==](https://github.com/cybersecsi/RAUDI) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./docker.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)** [==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-tools-scripts.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-miscellaneous.md)*
-  - **(2026)** [==mingrammer/diagrams==](https://github.com/mingrammer/diagrams) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.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)** [==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)*
-  - **(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)** [==github.com/JPCERTCC/LogonTracer==](https://github.com/JPCERTCC/LogonTracer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2025)** [==kislyuk/yq==](https://github.com/kislyuk/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./yaml.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)*
   - **(2025)** [==Scrapy==](https://scrapy.org) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.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)** [==PyInstaller is a program that freezes (packages) Python programs into stand-alone executables, under Windows, Linux, Mac OS X, FreeBSD, Solaris and AIX==](https://www.pyinstaller.org) 🌟🌟🌟🌟🌟 [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)** [==robusta-dev/krr==](https://github.com/robusta-dev/krr) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2025)** [==github.com/JPCERTCC/LogonTracer==](https://github.com/JPCERTCC/LogonTracer) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./azure.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)** [==kislyuk/yq==](https://github.com/kislyuk/yq) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./yaml.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-tools-scripts.md)*
   - **(2025)** [==github.com/infrahouse/infrahouse-toolkit==](https://github.com/infrahouse/infrahouse-toolkit) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
   - **(2025)** [==Metabadger==](https://github.com/salesforce/metabadger) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.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-tools-scripts.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)*
-  - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.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)** [==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)** [==Locust==](https://locust.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.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)** [==cheat.sh 🌟==](https://cheat.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==Python Visual Studio Code==](https://github.com/microsoft/vscode-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./chatgpt.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)** [==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)** [==Python Visual Studio Code==](https://github.com/microsoft/vscode-python) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
+  - **(2024)** [==jinja 🌟==](https://github.com/pallets/jinja) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
+  - **(2024)** [==cheat.sh 🌟==](https://cheat.sh) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2024)** [==PowerfulSeal==](https://github.com/powerfulseal/powerfulseal) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./chaos-engineering.md)*
+  - **(2024)** [==ec2-spot-converter==](https://github.com/jcjorel/ec2-spot-converter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
+  - **(2024)** [==github: ElectricEye==](https://github.com/jonrau1/ElectricEye/blob/master/README.md) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-monitoring.md)*
+  - **(2024)** [==datafold/data-diff==](https://github.com/datafold/data-diff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./databases.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)*
-  - **(2024)** [==ec2-spot-converter==](https://github.com/jcjorel/ec2-spot-converter) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.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-monitoring.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)** [==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)** [==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/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)** [==qontract==](https://github.com/app-sre/qontract-server) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2023)** [==github.com/ekramasif: Basic Machine Learning - Python Cheatsheet==](https://github.com/ekramasif/Basic-Machine-Learning/blob/main/Extraa/PythonCheatSheet.ipynb) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==SLO Generator==](https://github.com/google/slo-generator) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./prometheus.md)*
+  - **(2023)** [==github.com/sauljabin/kaskade==](https://github.com/sauljabin/kaskade) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.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)*
   - **(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)** [==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)*
   - **(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)*
+  - **(2019)** [==GitHub Quay (OSS)==](https://github.com/quay/quay) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./ocp4.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)** [**Portfolio Architecture Tooling**](https://redhatdemocentral.gitlab.io/portfolio-architecture-tooling) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./demos.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)** [**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)*
+  - **(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)** [**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)** [**Tempest Testing Project**](https://docs.openstack.org/tempest/latest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)*
-  - **(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)*
-  - **(2023)** [**vaex.io**](https://vaex.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [**lambdatest.com: Selenium Python Tutorial 🌟**](https://www.testmuai.com/learning-hub/python-tutorial) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [**oci-ansible-collection.readthedocs.io**](https://oci-ansible-collection.readthedocs.io/en/latest) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [**Kapitan**](https://kapitan.dev) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [**23andMe/Yamale**](https://github.com/23andMe/Yamale) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.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)** [**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)** [**ML Platform Workshop**](https://github.com/aporia-ai/mlplatform-workshop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [**github.com/awslabs/diagram-as-code 🌟**](https://github.com/awslabs/diagram-as-code) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [**kmitevski.com: Writing a Kubernetes Validating Webhook using Python**](https://kmitevski.com/writing-a-kubernetes-validating-webhook-using-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [**realpython.com: YAML: The Missing Battery in Python**](https://realpython.com/python-yaml) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**itnext.io: Python, YAML, and Kubernetes β€” The Art of Mastering Configuration**](https://itnext.io/python-yaml-and-kubernetes-the-art-of-mastering-configuration-cd60029b3f62) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [**pandastutor.com 🌟**](https://pandastutor.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [**towardsdatascience.com: Deploying An ML Model With FastAPI β€” A Succinct Guide**](https://towardsdatascience.com/deploying-an-ml-model-with-fastapi-a-succinct-guide-69eceda27b21) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [**opensource.com: 3 ways to test your API with Python**](https://opensource.com/article/21/9/unit-test-python) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2021)** [**CloudMapper (OSS)**](https://duo.com/blog) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2020)** [**pythonspeed.com: Please stop writing shell scripts**](https://pythonspeed.com/articles/shell-scripts) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2019)** [**kubediff 🌟**](https://github.com/weaveworks/kubediff) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [**pbpython.com: Practical Business Python**](https://pbpython.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [**Boto**](https://github.com/boto/boto) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [**nylas.com: Profiling Python in Production**](https://www.nylas.com/blog/performance) 🌟🌟🌟🌟 [CASE STUDY] [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [**tqdm: Instantly make your python loops show a progress meter - just wrap' any iterator with "tqdm(iterator)", and you're done!**](https://github.com/noamraph/tqdm) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [**Migrating to Boto3**](https://aws.amazon.com/es/blogs/developer/migrating-to-boto3) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2013)** [**copr.fedorainfracloud.org**](https://copr.fedorainfracloud.org/coprs) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2010)** [**pulpproject.org**](https://pulpproject.org) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [mlrun](https://github.com/mlrun/mlrun) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
-  - **(2024)** [github.com/idoavrah/terraform-tui: TFTUI - The Terraform textual UI](https://github.com/idoavrah/terraform-tui) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2024)** [pypi.org: ansible-navigator 🌟](https://pypi.org/project/ansible-navigator) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [pyxll-jupyter: Integration for Jupyter notebooks and Microsoft Excel](https://github.com/pyxll/pyxll-jupyter) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [gabbi - Declarative HTTP testing library pypi](https://pypi.python.org/pypi/gabbi) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [Kubestack: Terraform GitOps Framework 🌟](https://www.kubestack.com) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [github.com/cloudnativelabs/kube-shell ⭐](https://github.com/cloudnativelabs/kube-shell) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [aws-samples/hardeneks](https://github.com/aws-samples/hardeneks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [orchest.io](https://orchest.io) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [TWINT - Twitter Intelligence Tool](https://github.com/twintproject/twint) 🌟🌟🌟 [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [marvelousmlops.substack.com: Learn Machine Learning and Neural Networks without Frameworks](https://www.freecodecamp.org/news/learn-machine-learning-and-neural-networks-without-frameworks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [pypi.org/project/airflow-provider-mlflow](https://pypi.org/project/airflow-provider-mlflow) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [lambdatest.com: How To Create Automated Web Bot With Selenium In Python](https://www.testmuai.com/blog/automated-web-bot-with-selenium-python) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2023)** [mockapy](https://pythonium.net/mockapy) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./api.md)*
-  - **(2023)** [feluelle/airflow-diagrams](https://github.com/feluelle/airflow-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2022)** [makeuseof.com: 10 Useful Tools for Python Developers](https://www.makeuseof.com/python-developer-tools) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [airflow.apache.org: Add Owner Links to DAG](https://airflow.apache.org/docs/apache-airflow/stable/howto/add-owner-links.html) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2022)** [bea.stollnitz.com: Creating batch endpoints in Azure ML](https://bea.stollnitz.com/blog/aml-batch-endpoint) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [freecodecamp.org: Use Selenium to Create a Web Scraping Bot](https://www.freecodecamp.org/news/use-selenium-to-create-a-web-scraping-bot) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.md)*
-  - **(2022)** [navveenbalani.dev: Code To Custom Cloud Architecture Diagrams](https://navveenbalani.dev/index.php/articles/code-to-custom-cloud-architecture-diagrams) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [github.com/oravirt/ansible-oracle-modules](https://github.com/oravirt/ansible-oracle-modules) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [Python Feature Flag Resources/Solutions](https://featureflags.io/python-feature-flags) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Code Quality Tools in Python](https://dev.to/dollardhingra/code-quality-tools-in-python-4k2a) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: Explaining boto3: how to use any AWS service with python](https://dashbird.io/blog/boto3-aws-python) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dashbird.io: 8 Must-Know Tricks to Use S3 More Effectively in Python](https://dashbird.io/blog/aws-s3-python-tricks) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Get started with Apache Airflow](https://dev.to/arunkc/get-started-with-apache-airflow-1218) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [towardsdatascience.com: Schemafull streaming data processing in ML pipelines](https://towardsdatascience.com/using-kafka-with-avro-in-python-da85b3e0f966) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [youtube: Deploy Convolutional Neural Network (CNN) on Azure with Python | Deep Learning Deployment | MLOPS](https://www.youtube.com/watch?v=6sqGxVI3X1w) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: Step-by-step Approach to Build Your Machine Learning API Using Fast API](https://towardsdatascience.com/step-by-step-approach-to-build-your-machine-learning-api-using-fast-api-21bd32f2bbdb) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [cloudblogs.microsoft.com: Simple steps to create scalable processes to deploy ML models as microservices](https://opensource.microsoft.com/blog/2021/07/09/simple-steps-to-create-scalable-processes-to-deploy-ml-models-as-microservices) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From Jupyter Notebooks to Real-life: MLOps 🌟](https://towardsdatascience.com/from-jupyter-notebooks-to-real-life-mlops-9f590a7b5faa) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From Dev to Deployment: An End to End Sentiment Classifier App with MLflow, SageMaker, and Streamlit](https://towardsdatascience.com/from-dev-to-deployment-an-end-to-end-sentiment-classifier-app-with-mlflow-sagemaker-and-119043ea4203) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: Build Machine Learning Pipelines with Airflow and Mlflow: Reservation Cancellation Forecasting](https://towardsdatascience.com/build-machine-learning-pipelines-with-airflow-and-mlflow-reservation-cancellation-forecasting-da675d409842) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2020)** [First web scraper](https://first-web-scraper.readthedocs.io/en/latest) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [towardsdatascience.com: Unlimited scientific libraries and applications in Kubernetes, instantly!](https://towardsdatascience.com/unlimited-scientific-libraries-and-applications-in-kubernetes-instantly-b69b192ec5e5) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [towardsdatascience.com: Apache Airflow for containerized data-pipelines](https://towardsdatascience.com/apache-airflow-for-containerized-data-pipelines-4d7a3c385bd) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Python mini-quiz](https://www.mypythonquiz.com) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2020)** [learnsteps.com: DevOps Interview Questions: Important Python questions](https://www.learnsteps.com/devops-interview-questions-important-python-questions) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./interview-questions.md)*
-  - **(2017)** [oreilly.com: how to use pivot tables in Pandas step-by-step](https://www.oreilly.com/learning/pivot-tables) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2017)** [Python 2 standard library Module of the Week, Doug Hellmann](https://pymotw.com/2) 🌟🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [analyticsvidhya.com: A Complete Tutorial to Learn Data Science with Python from Scratch](https://www.analyticsvidhya.com/blog/2016/01/complete-tutorial-learn-data-science-python-scratch-2) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [analyticsvidhya.com: Tutorial – Python List Comprehension With Examples](https://www.analyticsvidhya.com/blog/2016/01/python-tutorial-list-comprehension-examples) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Reshaping in Pandas – Pivot, Pivot-Table, Stack and Unstack explained with Pictures](https://nikolaygrozev.wordpress.com/2015/07/01/reshaping-in-pandas-pivot-pivot-table-stack-and-unstack-explained-with-pictures) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [analyticsvidhya.com: Cheat Sheet for Exploratory Data Analysis in Python 🌟](https://www.analyticsvidhya.com/blog/2015/06/infographic-cheat-sheet-data-exploration-python) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Profiling Python using cProfile: a concrete case](https://julien.danjou.info/blog/2015/guide-to-python-profiling-cprofile-concrete-case-carbonara) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2013)** [Copr](https://pagure.io/copr/copr) 🌟🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2026)** [AWS Well-Architected IaC Analyzer](https://github.com/aws-samples/well-architected-iac-analyzer) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2026)** [github.com/ran-isenberg: AWS Lambda Handler Cookbook (Python) 🌟](https://github.com/ran-isenberg/aws-lambda-handler-cookbook) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2025)** [HolmesGPT (Robusta)](https://github.com/HolmesGPT/holmesgpt) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [Ansible Collections 🌟](https://github.com/ansible-collections) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [Amazon AWS Collection 🌟](https://github.com/ansible-collections/amazon.aws) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [konstruktoid/ansible-hvault-inventory: Dynamic Ansible inventory using HashiCorp' Vault SSH OTP and local password rotation](https://github.com/konstruktoid/ansible-hvault-inventory) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [connaisseur](https://github.com/sse-secure-systems/connaisseur) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/kodemore/chili](https://github.com/kodemore/chili) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [github.com/SymbioticLab/Oobleck: Oobleck - Resilient Distributed Training' Framework](https://github.com/SymbioticLab/Oobleck) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2024)** [github.com/decodingml: Real-time news search engine using Upstash Kafka and Vector DB](https://github.com/decodingai-magazine/articles-code/tree/main/articles/ml_system_design/real_time_news_search_with_upstash_kafka_and_vector_db) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [run-x/opta: Opta - Supercharge DevOps on any cloud](https://github.com/run-x/opta) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [bridgecrewio/AirIAM](https://github.com/bridgecrewio/AirIAM) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [github: A very Long never ending Learning around Data Engineering & Machine' Learning](https://github.com/abhishek-ch/around-dataengineering) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./other-awesome-lists.md)*
-  - **(2023)** [github.com/awslabs/sustainability-scanner: Sustainability Scanner (SusScanner)](https://github.com/awslabs/sustainability-scanner) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [Synator Kubernetes Secret and ConfigMap synchronizer 🌟](https://github.com/TheYkk/synator) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2022)** [bodywork-ml/bodywork-core: Bodywork](https://github.com/bodywork-ml/bodywork-core) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [github.com/abessifi/ansible-sqlplus](https://github.com/abessifi/ansible-sqlplus) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [towardsdatascience.com: Automatically Generate Machine Learning Code with Just a Few Clicks](https://towardsdatascience.com/automatically-generate-machine-learning-code-with-just-a-few-clicks-7901b2334f97) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2020)** [haxsaw/hikaru 🌟](https://github.com/haxsaw/hikaru) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [PandasDatabase is a RESTful database engine application built on top of Pandas](https://pypi.org/project/pddb) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [k8s-snapshots: Automatic Volume Snapshots on Kubernetes](https://github.com/miracle2k/k8s-snapshots) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-backup-migrations.md)*
-  - **(2019)** [karneliuk.com: REST API 1. Basics cheat sheet (Ansible, Bash, Postman, and Python) for GET using NetBox and Docker as examples](https://karneliuk.com/2019/07/rest-api-1-basics-cheat-sheet-ansible-bash-postman-and-python-for-get-using-netbox-and-docker-as-examples) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2019)** [karneliuk.com: REST API 2. Basics cheat sheet (Ansible, Bash, Postman, and Python) for POST/DELETE using NetBox and Docker as examples](https://karneliuk.com/2019/08/rest-api-2-basics-cheat-sheet-ansible-bash-postman-and-python-for-post-delete-using-netbox-and-docker-as-examples) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2019)** [Python Multi-Process Execution Pool](https://github.com/eXascaleInfolab/PyExPool) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2018)** [coursereport.com: A Beginner’s Guide to Python for Cybersecurity](https://www.coursereport.com/blog/python-for-cyber-security-with-flatiron-school) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [DictMySQL: A MySQL class for more convenient database manipulation with Python dictionary](https://github.com/gyli/DictMySQL) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2015)** [Speed up pip install](https://blog.ionelmc.ro/2015/01/02/speedup-pip-install) 🌟🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) 🌟🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2025)** [github.com/Netcracker/KubeMarine](https://github.com/Netcracker/KubeMarine) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [Radware/radware-ansible: Radware Ansible Collection](https://github.com/Radware/radware-ansible) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [github.com/10tanmay100: MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS](https://github.com/10tanmay100/MEDICAL-DATA-PROJECT-END2END-WITH-FEW-MLOPS) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [Neoteroi/essentials-configuration-keyvault](https://github.com/Neoteroi/essentials-configuration-keyvault) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [fepegar/vesseg](https://github.com/fepegar/vesseg) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [cloud-ark/caastle](https://github.com/cloud-ark/caastle) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [Auto-SSH for Linux security](https://github.com/mohanad86/secure-ssh-python) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2019)** [kubeonoff](https://github.com/GambitResearch/kubeonoff) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Kubevol 🌟](https://github.com/bmaynard/kubevol) 🌟 [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2016)** [tracker: A time machine for debugging pesky stateful errors](https://github.com/madisonmay/tracker) 🌟 [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [**Conjure up**](https://canonical.com/juju) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [Ansible Molecule](https://docs.ansible.com/projects/molecule) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2026)** [Grafana OnCall OSS](https://grafana.com/oss/oncall) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [MkDocs](https://www.mkdocs.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2026)** [Flask Documentation 🌟](https://flask.palletsprojects.com/en/stable) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [FastAPI 🌟](https://fastapi.tiangolo.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2026)** [Amazon CodeWhisperer](https://aws.amazon.com/q/developer) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2026)** [localstack.cloud](https://www.localstack.cloud) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [Charmed Kubernetes](https://ubuntu.com/kubernetes/charmed-k8s) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2025)** [Level Up Your Agents: Announcing Google's Official Skills Repository](https://cloud.google.com/blog/topics/developers-practitioners/level-up-your-agents-announcing-googles-official-skills-repository) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2025)** [github.com/miztiik/AWS-Demos](https://github.com/miztiik/AWS-Demos) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2025)** [Buildbot](https://buildbot.net) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./jenkins-alternatives.md)*
-  - **(2025)** [StackStorm.com](https://stackstorm.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./stackstorm.md)*
-  - **(2025)** [github.com/StackStorm](https://github.com/StackStorm) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./stackstorm.md)*
-  - **(2024)** [intellipaat.com: Python Cheat Sheet Basics](https://intellipaat.com/blog/tutorial/python-tutorial/python-cheat-sheet-basics) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [lambdatest.com: The Ultimate Selenium Python Cheat Sheet for Test Automation](https://www.testmuai.com/blog/selenium-python-cheat-sheet) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2024)** [jenkins-job-builder.readthedocs.io 🌟](https://jenkins-job-builder.readthedocs.io/en/latest) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [docs.ansible.com: Developing Ansible modules](https://docs.ansible.com/projects/ansible/latest/dev_guide/developing_modules_general.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [AWX Ansible Collection: galaxy.ansible.com/awx/awx](https://galaxy.ansible.com/awx/awx) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [docs.ansible.com: kubernetes.core.helm module – Manages Kubernetes packages with the Helm package manager](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_module.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [docs.ansible.com: kubernetes.core.helm_plugin module – Manage Helm plugins](https://docs.ansible.com/projects/ansible/latest/collections/kubernetes/core/helm_plugin_module.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [github.com/Azure-Samples/api-management-workspaces-migration: Azure API' Management workspaces migration tool](https://github.com/Azure-Samples/api-management-workspaces-migration) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Project InnerEye – Democratizing Medical Imaging AI](https://www.microsoft.com/en-us/research/project/medical-image-analysis) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Fetches all Primitive and Predefined GCP IAM Roles](https://github.com/darkbitio/gcp-iam-role-permissions) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [netboxlabs.com: An In-Depth Guide to NetBox for IPAM](https://netboxlabs.com/blog/netbox-ipam) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2024)** [realpython.com: Python Machine Learning Tutorials 🌟🌟](https://realpython.com/tutorials/machine-learning) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [pypi.org/project/latexify-py](https://pypi.org/project/latexify-py) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [Think Python](https://allendowney.github.io/ThinkPython) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2024)** [github.com/Levi-Michael/boto3-ec2-s3-management: A python tools base on' AWS boto3 for manage ec2 and s3 buckets](https://github.com/Levi-Michael/boto3-ec2-s3-management) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-tools-scripts.md)*
-  - **(2024)** [you can use Python with AWS Lambda](https://docs.aws.amazon.com/lambda/latest/dg/lambda-python-how-to-create-deployment-package.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2024)** [Manage Kubernetes (K8s) objects](https://docs.ansible.com/collections.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
-  - **(2023)** [Quiz Grader](https://github.com/ned1313/quiz-grader) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2023)** [websitesetup.org: Python Cheat Sheet](https://websitesetup.org/python-cheat-sheet) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [techforce1.nl: Creating your first Ansible module](https://techforce1.nl/creating-your-first-ansible-module) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [ansible.com: Fundamentals of Network Automation with Ansible Validated Content using the network.base collection](https://www.redhat.com/en/blog/based-validated-network-content) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [github.com/Lightning-AI/engineering-class: Lightning Bits: Engineering' for Researchers 🌟](https://github.com/Lightning-AI/engineering-class) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2023)** [kubetools.io: KoPylot: An AI-Powered Kubernetes Assistant for DevOps & Developers](https://kubetools.io/kopylot-an-ai-powered-kubernetes-assistant-for-devops-developers) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [youtube: NetBox Zero To Hero](https://www.youtube.com/playlist?list=PL7sEPiUbBLo_iTds-NV-9Tu05Gg2Aj8N7) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [http-sfv: HTTP Structured Field Values in Python](https://pypi.org/project/http-sfv) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2023)** [testdriven.io: Docker Best Practices for Python Developers](https://testdriven.io/blog/docker-best-practices) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [anaconda.com: Why Data Scientists Should Be Excited About Python in Excel](https://www.anaconda.com/blog/why-data-scientists-should-be-excited-about-python-in-excel) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [realpython.com: How to Write Pythonic Loops](https://realpython.com/courses/how-to-write-pythonic-loops) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [freecodecamp.org: How to Build an Online Banking System – Python Object-Oriented Programming Tutorial](https://www.freecodecamp.org/news/how-to-build-an-online-banking-system-python-oop-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [realpython.com: Development and Deployment of Cookiecutter-Django via Docker](https://realpython.com/learning-paths/django-web-development) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [rogerperkin.co.uk: pyATS Tutorial for Beginners](https://www.rogerperkin.co.uk/network-automation/pyats/pyats-genie-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [Project Thoth](https://thoth-station.ninja) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [freecodecamp.org: How to Create Microservices with FastAPI](https://www.freecodecamp.org/news/how-to-create-microservices-with-fastapi) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2023)** [thenewstack.io: 7 Must-Have Python Tools for ML Devs and Data Scientists 🌟](https://thenewstack.io/7-must-have-python-tools-for-ml-devs-and-data-scientists) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2023)** [Karen](https://karenapp.io) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2023)** [martinheinz.dev/blog/73: Automate All the Boring Kubernetes Operations with Python 🌟](https://martinheinz.dev/blog/73) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
-  - **(2022)** [ably.com: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably](https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [linkedin: Test Automation - How To Build a CI/CD Pipeline Using Pytest and GitHub Actions](https://www.linkedin.com/pulse/test-automation-how-build-cicd-pipeline-using-pytest-nir-tal) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [opensource.com: JupyterLab cheat sheet](https://opensource.com/downloads/jupyterlab-cheat-sheet) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(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) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [kdnuggets.com: The Complete Collection of Data Science Cheat Sheets – Part 2](https://www.kdnuggets.com/2022/02/complete-collection-data-science-cheat-sheets-part-2.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2022)** [Ansible Let's Encrypt Collection](https://www.telekom-mms.com/blog) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [dynatrace.com: Achieve faster time to value by deploying thousands of OneAgents at once with Ansible (Preview)](https://www.dynatrace.com/platform/oneagent) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [dev.to: The JSON trick 25% of Python devs don't know about](https://dev.to/codereviewdoctor/the-json-trick-25-of-python-devs-dont-know-about-including-devs-at-microsoft-sentry-unicef-and-more-4h10) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [pythonspeed.com: Processing large JSON files in Python without running out of memory](https://pythonspeed.com/articles/json-memory-streaming) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2022)** [opensource.com: Record your terminal session with Asciinema](https://opensource.com/article/22/1/record-terminal-session-asciinema) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2022)** [realpython.com: Python Development in Visual Studio Code](https://realpython.com/python-development-visual-studio-code) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [searchenginejournal.com: An Introduction To Python & Machine Learning For Technical SEO](https://www.searchenginejournal.com/python-machine-learning-technical-seo/430000) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [Python Data Science Handbook 🌟](https://jakevdp.github.io/PythonDataScienceHandbook) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [github.dev: Python Data Science Handbook](https://github.dev/jakevdp/PythonDataScienceHandbook/tree/master/notebooks) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [aigents.co: Pro Python Tips for Data Analysts](https://aigents.co/data-science-blog/coding-tutorial/pro-python-tips-for-data-analysts) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [makeuseof.com: 11 Useful Python One-Liners You Must Know](https://www.makeuseof.com/useful-python-one-liners-you-must-know) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [thenewstack.io: More Python for Non-Programmers](https://thenewstack.io/more-python-for-non-programmers) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: Python Dictionary – How to Perform CRUD Operations on dicts in Python](https://www.freecodecamp.org/news/everything-you-need-to-know-about-python-dictionaries) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: python dictionary methods explanation and visualization](https://dev.to/mahmoudessam/python-dictionary-methods-explanation-and-visualization-1l64) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [codesolid.com: Python Lists for Beginners: A Complete Lesson With Exercises 🌟](https://codesolid.com/python-lists) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com: Building Lists With Python's .append()](https://realpython.com/courses/building-lists-with-python-append) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [freecodecamp.org: How to Use *args and **kwargs in Python](https://www.freecodecamp.org/news/args-and-kwargs-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [realpython.com/learning-paths: Python Learning Paths 🌟🌟🌟](https://realpython.com/learning-paths) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [freecodecamp.org: Python Requests – How to Interact with Web Services using Python](https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [javarevisited.blogspot.com: Java vs Python - Which Programming Language beginners should learn in 2022?](https://javarevisited.blogspot.com/2018/06/java-vs-python-which-programming-language-to-learn-first.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [superfastpython.com: How to Identify a Deadlock in Python](https://superfastpython.com/thread-deadlock-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: How to Choose the Right Python Concurrency API](https://superfastpython.com/python-concurrency-choose-api) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [superfastpython.com: Threading vs Multiprocessing in Python](https://superfastpython.com/threading-vs-multiprocessing-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [notia.ai: Building an authenticated Python CLI](https://www.notia.ai/articles/building-an-authenticated-python-cli) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com/pdf-python](https://realpython.com/pdf-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: How to change an image with Python](https://dev.to/deotyma/how-to-change-an-image-with-python-518d) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [towardsdatascience.com: How to Implement a Linked List in Python](https://towardsdatascience.com/python-linked-lists-c3622205da81) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
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-  - **(2022)** [freecodecamp.org: How to Use PyScript – A Python Frontend Framework 🌟](https://www.freecodecamp.org/news/pyscript-python-front-end-framework) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [realpython.com: How to Get a List of All Files in a Directory With Python](https://realpython.com/get-all-files-in-directory-python) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [martinheinz.dev: Boost Your Python Application Performance using Continuous Profiling](https://martinheinz.dev/blog/89) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: Building a REST API with Django REST Framework 🌟](https://dev.to/nagatodev/how-to-connect-django-to-reactjs-part-2-2oje) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Dockerize a Flask Application](https://www.freecodecamp.org/news/how-to-dockerize-a-flask-app) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: FastAPI Course – Code APIs Quickly](https://www.freecodecamp.org/news/fastapi-helps-you-develop-apis-quickly) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [dev.to: Data Migration from Monolith to Microservice in Django](https://dev.to/balwanishivam/data-migration-from-monolith-to-microservice-in-django-5b9m) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [redhat.com: Writing and unit testing a Python application to query the RPM database](https://www.redhat.com/en/blog/query-rpm-database-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Set Up a Virtual Environment in Python – And Why It's Useful](https://www.freecodecamp.org/news/how-to-setup-virtual-environments-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [devopscube.com: Python For DevOps: Guide for DevOps Engineers](https://devopscube.com/python-for-devops) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2022)** [freecodecamp.org: How to Download a Kaggle Dataset Directly to a Google Colab Notebook](https://www.freecodecamp.org/news/how-to-download-kaggle-dataset-to-google-colab) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2022)** [dev.to: Using Selenium With Python in a Docker Container](https://dev.to/nazliander/using-selenium-within-a-docker-container-ghp) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./test-automation-frameworks.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)** [digitalocean.com: How To Deploy a Scalable and Secure Django Application with Kubernetes](https://www.digitalocean.com/community/tutorials/how-to-deploy-a-scalable-and-secure-django-application-with-kubernetes) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [pulumi.com: Kubernetes Fundamentals Part One - Python instead of YAML 🌟](https://www.pulumi.com/blog/kubernetes-fundamentals-part-one) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [redhat.com: How to write a Python script to create dynamic Ansible inventories](https://www.redhat.com/en/blog/ansible-dynamic-inventory-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to write an Ansible plugin to create inventory files](https://www.redhat.com/en/blog/ansible-plugin-inventory-files) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Introducing Ansible Automation Platform 2](https://www.redhat.com/en/blog/introducing-ansible-automation-platform-2) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: What's new in Ansible Automation Platform 2: automation controller](https://www.redhat.com/en/blog/whats-new-in-ansible-automation-platform-2-automation-controller) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [ansible.com: Automating Red Hat Satellite with Ansible](https://www.redhat.com/en/blog/automating-red-hat-satellite-with-ansible) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [blog.cloud-mercato.com: New HTTP benchmark tool **pycurlb**](https://blog.cloud-mercato.com/new-http-benchmark-tool-pycurlb) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2021)** [brennerm.github.io: Kubernetes operators with Python #1: Creating CRDs](https://shipit.dev/posts/k8s-operators-with-python-part-1.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-operators-controllers.md)*
-  - **(2021)** [Monitor Amazon S3 activity using S3 server access logs and Pandas in Python](https://aws.amazon.com/blogs/storage/monitor-amazon-s3-activity-using-s3-server-access-logs-and-pandas-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./aws-storage.md)*
-  - **(2021)** [cisagov/log4j-scanner](https://github.com/cisagov/log4j-scanner) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [opensource.com: Get memory use statistics with this Linux command-line tool](https://opensource.com/article/21/10/memory-stats-linux-smem) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./linux.md)*
-  - **(2021)** [dev.to: Test-Driven-Development with Django: Unit Testing & Integration testing with Docker, Flask & Github Actions](https://dev.to/koladev/test-driven-development-with-django-unit-testing-integration-testing-with-docker-flask-github-actions-2047) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./qa.md)*
-  - **(2021)** [realpython.com: Advanced Visual Studio Code for Python Developers](https://realpython.com/advanced-visual-studio-code-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [Python in Visual Studio Code – January 2021 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [towardsdatascience.com: Work with SQL in Python Using SQLAlchemy and Pandas](https://towardsdatascience.com/work-with-sql-in-python-using-sqlalchemy-and-pandas-cd7693def708) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Memoizing DataFrame Functions](https://towardsdatascience.com/memoizing-dataframe-functions-7a27dff532f7) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Else-If in Python – Python If Statement Example Syntax](https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Evaluate Expressions Dynamically With Python eval() (Overview)](https://realpython.com/videos/python-eval-overview) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Splitting, Concatenating, and Joining Strings in Python Quiz](https://realpython.com/quizzes/python-split-strings) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Creating a blockchain in 60 lines of Python](https://dev.to/imjoseangel/creating-a-blockchain-in-60-lines-of-python-2hlc) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: Generating pseudorandom numbers in Python](https://developers.redhat.com/articles/2021/11/04/generating-pseudorandom-numbers-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: You Don’t Need Sample Data, You Need Python Faker](https://towardsdatascience.com/you-dont-need-sample-data-you-need-python-faker-fa87c2a119a9) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [realpython.com: Functional Programming in Python](https://realpython.com/courses/functional-programming-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [digitalocean.com: Building a REST API With Django REST Framework](https://www.digitalocean.com/community/tech-talks/building-a-rest-api-with-django-rest-framework) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [The Flask Mega-Tutorial: Now with Python 3 Support](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-now-with-python-3-support) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dev.to: Getting Started with Flask and Docker](https://dev.to/ken_mwaura1/getting-started-with-flask-and-docker-3ie8) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [blog.adnansiddiqi.me: Create your first REST API in FastAPI 🌟](https://blog.adnansiddiqi.me/create-your-first-rest-api-in-fastapi) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [opensource.com: Make your API better with this positional trick from Python 3.8](https://opensource.com/article/21/5/python-38-features) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [redhat.com: Packaging applications to install on other machines with Python](https://www.redhat.com/en/blog/packaging-applications-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: requirements.txt vs setup.py in Python](https://towardsdatascience.com/requirements-vs-setuptools-python-ae3ee66e28af) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [thenewstack.io: Guido van Rossum’s Ambitious Plans for Improving Python Performance](https://thenewstack.io/guido-van-rossums-ambitious-plans-for-improving-python-performance) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [towardsdatascience.com: Fall in Love with Your Environment Setup](https://towardsdatascience.com/fall-in-love-with-your-environment-setup-779dfbf047ba) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [freecodecamp.org: Learn Algorithms and Data Structures in Python 🌟🌟](https://www.freecodecamp.org/news/learn-algorithms-and-data-structures-in-python) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [developers.redhat.com: Thoth prescriptions for resolving Python dependencies](https://developers.redhat.com/articles/2021/09/22/thoth-prescriptions-resolving-python-dependencies) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [mherman.org: Scaling Flask with Kubernetes 🌟](https://mherman.org/presentations/flask-kubernetes) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [kdnuggets.com: How to Deploy a Flask API in Kubernetes and Connect it with Other Micro-services](https://www.kdnuggets.com/2021/02/deploy-flask-api-kubernetes-connect-micro-services.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [dafriedman97.github.io: Machine Learning from Scratch](https://dafriedman97.github.io/mlbook/content/introduction.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [towardsdatascience.com: From DevOps to MLOPS: Integrate Machine Learning Models using Jenkins and Docker](https://towardsdatascience.com/from-devops-to-mlops-integrate-machine-learning-models-using-jenkins-and-docker-79034dbedf1) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./mlops.md)*
-  - **(2021)** [freecodecamp.org: How to Get Started with PysonDB](https://www.freecodecamp.org/news/how-to-get-started-with-pysondb) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [tutorialsdojo.com: Real-time Monitoring of 5XX Errors using AWS Lambda, CloudWatch Logs and Slack](https://tutorialsdojo.com/real-time-monitoring-of-5xx-errors-using-aws-lambda-cloudwatch-logs-slack) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [fedoramagazine.org: Manage containers with Podman Compose](https://fedoramagazine.org/manage-containers-with-podman-compose) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [AWS Account Cloud9 Visualizer](https://github.com/wongcyrus/aws-account-cloud9-visualizer) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2021)** [engineering.zalando.com: Building an End to End load test automation system on top of Kubernetes](https://engineering.zalando.com/posts/2021/03/building-an-end-to-end-load-test-automation-system-on-top-of-kubernetes.html) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [info.crunchydata.com: Composite Primary Keys, PostgreSQL and Django](https://www.crunchydata.com/blog/composite-primary-keys-postgresql-and-django) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [dev.to: Django on K8s (Part 0: Introduction)](https://dev.to/mkalioby/django-apps-on-kubernetes-2edo) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aws.amazon.com: Integrating Jenkins with AWS CodeArtifact to publish and consume Python artifacts](https://aws.amazon.com/blogs/devops/using-jenkins-with-codeartifact) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [ansible.com: Ansible Network Resource Modules: Deep Dive on Return Values](https://www.redhat.com/en/blog/ansible-network-resource-modules-deep-dive-on-return-values) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Red Hat Ansible Automation Platform 1.2](https://www.redhat.com/en/blog/now-available-red-hat-ansible-automation-platform-1.2) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [ansible.com: Announcing the Red Hat Enterprise Linux Certified Ansible Collection 🌟](https://www.redhat.com/en/blog/announcing-the-red-hat-enterprise-linux-certified-ansible-collection) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2020)** [github.blog: Learn about ghapi, a new third-party Python client for the GitHub API](https://github.blog/developer-skills/programming-languages-and-frameworks/learn-about-ghapi-a-new-third-party-python-client-for-the-github-api) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [awesome-it/adeploy](https://github.com/awesome-it/adeploy) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Python in Visual Studio Code – September 2020 Release](https://devblogs.microsoft.com/python/python-in-visual-studio-code-september-2020-release) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [github.com/Asabeneh/30-Days-Of-Python](https://github.com/Asabeneh/30-Days-Of-Python) [DE FACTO STANDARD] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [digitalocean.com: How To Create a Twitterbot with Python 3 and the Tweepy Library](https://www.digitalocean.com/community/tutorials/how-to-create-a-twitterbot-with-python-3-and-the-tweepy-library) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [automatetheboringstuff.com: Automate the Boring Stuff with Python](https://automatetheboringstuff.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: An Intro to Threading in Python](https://realpython.com/intro-to-python-threading) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [realpython.com: Discover Flask, Part 1 - Setting Up a Static Site](https://realpython.com/learning-paths/flask-by-example) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [wheel replaces Python's eggs](https://wheel.readthedocs.io/en/stable) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2020)** [Deploy Machine Learning Pipeline on AWS Fargate](https://www.kdnuggets.com/2020/07/deploy-machine-learning-pipeline-aws-fargate.html) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2020)** [nexus3-cli.readthedocs.io](https://nexus3-cli.readthedocs.io/en/latest) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2019)** [github.com/jkosik: helm-decomposer](https://github.com/jkosik/helm-decomposer) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2018)** [codeberg.org/hjacobs/kube-downscaler: Kubernetes Downscaler 🌟](https://codeberg.org/hjacobs/kube-downscaler) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [kubeshell](https://github.com/roubles/kubeshell) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [webcodegeeks.com: Python Django Tutorial](https://www.webcodegeeks.com/python/python-django-tutorial) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [New String Formatting in Python 3.6](https://zerokspot.com/weblog/2015/12/31/new-string-formatting-in-python) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [opensource.com: How to use Python to hack your Eclipse IDE](https://opensource.com/life/16/2/how-use-python-hack-your-ide) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [My top 5 β€˜new’ Python modules of 2015](https://blog.rtwilson.com/my-top-5-new-python-modules-of-2015) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [How To Deadlock Your Python With getaddrinfo()](https://emptysqua.re/blog/getaddrinfo-deadlock) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [Don't Make Us Say We Told You So: virtualenv for New Pythonistas](https://pyvideo.org/video/3460/dont-make-us-say-we-told-you-so-virtualenv-for) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2015)** [TaskBuster Django Tutorial, made with Django 1.8 and Python 3](https://www.marinamele.com/taskbuster-django-tutorial) [GUIDE] [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(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) [COMMUNITY-TOOL] [GUIDE] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2014)** [Python 3.4 Programming Tutorials - YouTube](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAcbMi1sH6oAMk4JHw91mC_) [LEGACY] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2013)** [The docker-py repository: an API client for docker written in Python](https://docker-py.readthedocs.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2012)** [realpython.com](https://realpython.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2010)** [LearnPython.org interactive Python tutorial](https://www.learnpython.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2008)** [blog.pythonlibrary.org 🌟](https://www.blog.pythonlibrary.org) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2008)** [Dough Hellmann - Python, OpenStack and Open Source](https://doughellmann.com) [COMMUNITY-TOOL] [PYTHON CONTENT] β€” *Go to [Section](./python.md)*
 
+*... and 301 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -20551,7 +3572,7 @@
 Click to view 2 resources under Python/Shell Content
 
   - **(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)*
-  - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] [PYTHON/SHELL CONTENT] β€” *Go to [Section](./ai.md)*
+  - **(2025)** [How to run Deepseek R1 LLMs on GPU Droplets](https://www.digitalocean.com/community/tutorials/deepseek-r1-gpu-droplets) [COMMUNITY-TOOL] [GUIDE] [PYTHON/SHELL CONTENT] β€” *Go to [Section](./digitalocean.md)*
 
 

 
@@ -20577,7 +3598,7 @@
 

 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](./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)*
   - **(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)*
 
@@ -20621,7 +3642,7 @@
   - **(2021)** [==github.com/instrumenta/policies: A set of shared policies for use with Conftest' and other Open Policy Agent tools==](https://github.com/instrumenta/policies) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)*
   - **(2020)** [strimzi.io: Using Open Policy Agent with Strimzi and Apache Kafka](https://strimzi.io/blog/2020/08/05/using-open-policy-agent-with-strimzi-and-apache-kafka) 🌟🌟🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./message-queue.md)*
   - **(2021)** [armosec/regolibrary](https://github.com/kubescape/regolibrary) 🌟🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) 🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./demos.md)*
+  - **(2020)** [chrisns/k8s-opa-boilerplate](https://github.com/chrisns/k8s-opa-boilerplate) 🌟 [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./kustomize.md)*
   - **(2022)** [blog.gitguardian.com: What is Policy-as-Code? An Introduction to Open Policy' Agent](https://blog.gitguardian.com/what-is-policy-as-code-an-introduction-to-open-policy-agent) [COMMUNITY-TOOL] [REGO CONTENT] β€” *Go to [Section](./securityascode.md)*
   - **(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)*
@@ -20654,8 +3675,8 @@
 Click to view 20 resources under Ruby Content
 
   - **(2026)** [==Huginn==](https://github.com/huginn/huginn) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2025)** [==k8s-ruby: Kubernetes Ruby Client==](https://github.com/k8s-ruby/k8s-ruby) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
   - **(2025)** [==chef.io==](https://www.chef.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./chef.md)*
+  - **(2025)** [==k8s-ruby: Kubernetes Ruby Client==](https://github.com/k8s-ruby/k8s-ruby) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.md)*
   - **(2020)** [==Krane 🌟==](https://github.com/appvia/krane) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
   - **(2022)** [**Capistrano**](https://capistranorb.com) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)*
   - **(2024)** [Terraspace.cloud](https://terraspace.cloud) 🌟🌟🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./terraform.md)*
@@ -20667,10 +3688,10 @@
   - **(2020)** [git-cipher](https://github.com/wincent/git-cipher) 🌟 [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./devsecops.md)*
   - **(2026)** [Foreman](https://www.theforeman.org) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./ansible.md)*
   - **(2026)** [Travis CI](https://www.travis-ci.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./jenkins-alternatives.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)*
   - **(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)*
   - **(2018)** [k8s-harness 🌟](https://github.com/carlosonunez/k8s-harness) [LEGACY] [RUBY CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2014)** [gitlab.com](https://about.gitlab.com) [COMMUNITY-TOOL] [RUBY CONTENT] β€” *Go to [Section](./git.md)*
 
@@ -20687,13 +3708,13 @@
 
   - **(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)** [==Linkerd==](https://linkerd.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./servicemesh.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)*
+  - **(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)** [==Linkerd==](https://linkerd.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
+  - **(2025)** [==Ruff==](https://github.com/astral-sh/ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [RUST CONTENT] β€” *Go to [Section](./python.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-tools-scripts.md)*
@@ -20715,15 +3736,15 @@
   - **(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)*
   - **(2018)** [thenewstack.io: Linkerd 2.0: The Service Mesh for Service Owners, Platform Architects, SREs](https://thenewstack.io/linkerd-2-0-the-service-mesh-for-service-owners-platform-architects-sres) 🌟🌟🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./servicemesh.md)*
-  - **(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)*
+  - **(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)** [Pscheidl/kubexplorer](https://github.com/Pscheidl/kubectl-explorer) 🌟 [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2026)** [difftastic.wilfred.me.uk](https://difftastic.wilfred.me.uk) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./linux.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)*
+  - **(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)** [github.com/ualter: AwsBe](https://github.com/ualter/awsbe-site) [COMMUNITY-TOOL] [RUST CONTENT] β€” *Go to [Section](./aws-tools-scripts.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)*
+  - **(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)*
   - **(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)*
 
 

@@ -20739,8 +3760,8 @@
 
   - **(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-data.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)*
+  - **(2025)** [gatling.io](https://gatling.io) [LEGACY] [SCALA CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
   - **(2021)** [itnext.io: Monitoring Spark Streaming on K8s with Prometheus and Grafana](https://itnext.io/monitoring-spark-streaming-on-k8s-with-prometheus-and-grafana-e6d8720c4a02) [COMMUNITY-TOOL] [SCALA CONTENT] β€” *Go to [Section](./prometheus.md)*
 
 
@@ -20778,41 +3799,41 @@
 ## Shell Content
 
 

-Click to view 194 resources under Shell Content
+Click to view top 100 of 194 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)** [==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)** [==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)** [==nicolaka/netshoot==](https://github.com/nicolaka/netshoot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./devops-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)** [==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)*
+  - **(2026)** [==ASDF 🌟==](https://asdf-vm.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [SHELL CONTENT] β€” *Go to [Section](./linux-dev-env.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)*
   - **(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)** [==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)*
   - **(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)** [==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)** [==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)** [==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)*
+  - **(2021)** [==**k8s-tew**==](https://github.com/darxkies/k8s-tew) 🌟🌟🌟🌟🌟 [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](./openshift-pipelines.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-monitoring.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)** [**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)** [**action-tmate: Debug GitHub Actions via SSH**](https://github.com/mxschmitt/action-tmate) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [SHELL CONTENT] β€” *Go to [Section](./cicd.md)*
+  - **(2025)** [**DockSTARTer**](https://github.com/GhostWriters/DockSTARTer) 🌟🌟🌟🌟 [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](./other-awesome-lists.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)*
   - **(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)*
@@ -20830,29 +3851,25 @@
   - **(2022)** [Keptn Control Plane on k3s](https://github.com/keptn-sandbox/keptn-on-k3s) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2021)** [kubectl-sudo](https://github.com/postfinance/kubectl-sudo) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2021)** [kubectl build (formerly known as kubectl-kaniko)](https://github.com/kvaps/kubectl-build) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [openshift-yolo](https://github.com/e-minguez/openshift-yolo) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
   - **(2020)** [asdf-kubectl](https://github.com/asdf-community/asdf-kubectl) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
+  - **(2020)** [openshift-yolo](https://github.com/e-minguez/openshift-yolo) 🌟🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.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)** [github.com/sclorg/mariadb-container](https://github.com/sclorg/mariadb-container) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
   - **(2023)** [KDBG: Small Kubernetes debugging container](https://github.com/nvucinic/kdbg) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.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)*
   - **(2021)** [devopshubproject/cka-lab](https://github.com/devopshubproject/cka-lab) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [github.com/gruberdev/local-gitops: Local Gitops 🌟](https://github.com/gruberdev/local-gitops) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2021)** [k3s-gitlab](https://github.com/apk8s/k3s-gitlab) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2021)** [Grant-Revoke-ssh-access](https://github.com/suraksha-123/Grant-Revoke-ssh-access) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./linux.md)*
   - **(2021)** [ubi-micro: RHEL tiny images to build containers 🌟](https://github.com/fatherlinux/ubi-micro) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
+  - **(2021)** [k3s-gitlab](https://github.com/apk8s/k3s-gitlab) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
+  - **(2021)** [github.com/gruberdev/local-gitops: Local Gitops 🌟](https://github.com/gruberdev/local-gitops) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2020)** [kubernetes-development-environment-in-a-box](https://github.com/ManagedKube/kubernetes-development-environment-in-a-box) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
   - **(2020)** [Metal Kubes](https://github.com/shank-git/metal-kubes) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
   - **(2019)** [k8sdeploy](https://github.com/pyang55/k8sdeploy) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2018)** [Install RedHat OKD 3.10 on your development box:](https://github.com/gshipley/installcentos) 🌟 [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
   - **(2018)** [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
   - **(2018)** [kubeswitch: Kubernetes Version Switcher 🌟](https://github.com/steamhaus/kubeswitch) 🌟 [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [KIE Server](https://hub.docker.com/r/jboss/kie-server) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./postman.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)*
-  - **(2026)** [cheatography.com](https://cheatography.com/mikesac/cheat-sheets/maven) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [bogotobogo.com](https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2018)** [Install RedHat OKD 3.10 on your development box:](https://github.com/gshipley/installcentos) 🌟 [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)** [catonmat.net: GNU Coreutils Cheat Sheet](https://catonmat.net/gnu-coreutils-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [linuxhandbook.com: Yum Command Cheat Sheet](https://linuxhandbook.com/cheatsheets/yum) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [The SSH Commands Cheat Sheet for Linux SysAdmins / Users](https://computingforgeeks.com/ssh-commands-cheat-sheet-linux) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
@@ -20864,117 +3881,28 @@
   - **(2026)** [monodot.co.uk: openshift cheat sheet 4](https://monodot.co.uk/openshift-cheatsheet) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [cookbook.openshift.org: How do I import an image from an external image registry? 🌟](https://cookbook.openshift.org/image-registry-and-image-streams/how-do-i-import-an-image-from-an-external-image.html) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [Helm Cheat Sheet](https://gist.github.com/tuannvm/4e1bcc993f683ee275ed36e67c30ac49) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.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)*
+  - **(2026)** [cheatography.com](https://cheatography.com/mikesac/cheat-sheets/maven) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
+  - **(2026)** [bogotobogo.com](https://www.bogotobogo.com/Java/tutorials/Spring-Boot/Maven-mvn-command-cheat-sheet.php) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [pentestmonkey.net: ssh cheat sheet](https://pentestmonkey.net/cheat-sheet/ssh-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [comparitech.com: Nmap Cheat Sheet](https://www.comparitech.com/net-admin/nmap-nessus-cheat-sheet) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(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)** [github.com/sclorg/](https://github.com/sclorg) [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)** [kubectl Shell Autocomplete](https://blog.heptio.com/kubectl-shell-autocomplete-heptioprotip-48dd023e0bf3) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubectl-commands.md)*
+  - **(2026)** [github.com/sclorg/](https://github.com/sclorg) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift.md)*
+  - **(2026)** [KIE Server](https://hub.docker.com/r/jboss/kie-server) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./postman.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)** [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)** [github.com/Reaimua/AWS-CLI-Uploader-Project](https://github.com/Reaimua/AWS-CLI-Uploader-Project) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./aws-tools-scripts.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)*
-  - **(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-tools-scripts.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)** [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)** [bitnami/cluster-autoscaler](https://hub.docker.com/r/bitnami/cluster-autoscaler) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.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)** [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)** [about.gitlab.com: Tips for productive DevOps workflows: JSON formatting with jq and CI/CD linting automation](https://about.gitlab.com/blog/devops-workflows-json-format-jq-ci-cd-lint) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./yaml.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)*
-  - **(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)** [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)*
-  - **(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)*
-  - **(2021)** [developers.redhat.com: Bootstrap GitOps with Red Hat OpenShift Pipelines and kam CLI](https://developers.redhat.com/articles/2021/07/21/bootstrap-gitops-red-hat-openshift-pipelines-and-kam-cli) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [channel9.msdn.com: Troubleshoot AKS cluster issues with AKS Diagnostics and AKS Periscope](https://learn.microsoft.com/en-us/shows/azure-friday/troubleshoot-aks-cluster-issues-with-aks-diagnostics-and-aks-periscope) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Build and store universal application images on OpenShift (with Buildah)](https://developers.redhat.com/articles/2021/11/18/build-and-store-universal-application-images-openshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/OpenShiftDemos 🌟](https://github.com/OpenShiftDemos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Red Hat CodeReady Containers (Minishift equivalent for OpenShift 4.2 or newer) - step-by-step demo guides](https://github.com/marcredhat/crcdemos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [tommeramber/ocp-automations](https://github.com/tommeramber/ocp-automations) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [linuxtechlab.com: Ansible Tutorial: Introduction to simple Ansible commands](https://linuxtechlab.com/ansible-tutorial-simple-commands) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Deep dive into Ansible ad hoc commands](https://www.redhat.com/en/blog/ansible-ad-hoc-commands) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [cloudbees.com: Getting Started Quickly With Ansible Ad Hoc Commands](https://www.cloudbees.com/blog/getting-started-quickly-with-ansible-ad-hoc-commands) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [freecodecamp.org: How to Contribute to Open-Source Projects – Git & GitHub Workflow for Beginners](https://www.freecodecamp.org/news/git-and-github-workflow-for-open-source) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [docs.github.com: Using SSH over the HTTPS port 🌟](https://docs.github.com/en/authentication/troubleshooting-ssh/using-ssh-over-the-https-port) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [Deploy and Manage Gitlab Runners on Amazon EC2](https://aws.amazon.com/blogs/devops/deploy-and-manage-gitlab-runners-on-amazon-ec2) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [dev.to: How to never type passwords when using Git](https://dev.to/github/how-to-never-type-passwords-when-using-git-18bb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [returngis.net: Migrar un repositorio de un BitBucket Server local a GitHub](https://www.returngis.net/2021/11/migrar-un-repositorio-de-un-bitbucket-server-local-a-github) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(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) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2021)** [39digits.com: How to sign your commits to GitHub using Visual Studio Code' on Windows 10 and WSL2 🌟](https://www.39digits.com/signed-git-commits-on-wsl2-using-visual-studio-code) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [freecodecamp.org: How to SSH into a Docker Container – Secure Shell vs Docker Attach](https://www.freecodecamp.org/news/how-to-ssh-into-a-docker-container-secure-shell-vs-docker-attach) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2021)** [percona.com: How to Adjust Linux Out-Of-Memory Killer Settings for PostgreSQL](https://www.percona.com/blog/out-of-memory-killer-or-savior) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [github.com/omenking/localstack-gitpod-template: LocalStack Gitpod Template](https://github.com/omenking/localstack-gitpod-template) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [Podman remote clients for macOS and Windows](https://www.redhat.com/en/blog/podman-clients-macos-windows) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [youtube: Podman in Podman (Running a container within a container)](https://www.youtube.com/watch?app=desktop&v=OcHRWaC5tvY&feature=youtu.be&ab_channel=RedHat) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [wbhegedus.me: Configuring Podman for WSL2 🌟](https://wbhegedus.me/running-podman-on-wsl2) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [opensource.com: Get podman up and running on Windows using Linux](https://opensource.com/article/21/10/podman-windows-wsl) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to replace Docker with Podman on a Mac](https://www.redhat.com/en/blog/replace-docker-podman-macos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Exploring the new Podman secret command 🌟](https://www.redhat.com/en/blog/new-podman-secrets-command) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [devopscube.com: Podman Tutorial For Beginners: Step by Step Guides 🌟](https://devopscube.com/podman-tutorial-beginners) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: 5 Podman features to try now](https://www.redhat.com/en/blog/podman-features-1) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [thenewstack.io: Tutorial: Host a Local Podman Image Registry 🌟](https://thenewstack.io/tutorial-host-a-local-podman-image-registry) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [youtube: Podman 3 and Docker Compose - How Does the Dockerless Compose Work? 🌟](https://www.youtube.com/watch?v=15PFfjuxtvM&ab_channel=mkdev) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [fedoramagazine.org: Use Docker Compose with Podman to Orchestrate Containers on Fedora Linux](https://fedoramagazine.org/use-docker-compose-with-podman-to-orchestrate-containers-on-fedora) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [crunchtools.com: Should I Use Docker Compose Or Podman Compose With Podman?](https://crunchtools.com/should-i-use-docker-compose-or-podman-compose-with-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to use Podman to get information about your containers](https://www.redhat.com/en/blog/container-information-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Create fast, easy, and repeatable containers with Podman and shell scripts](https://www.redhat.com/en/blog/create-containers-podman-quickly) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [tutorialworks.com: How to Start Containers Automatically, with Podman and Systemd](https://www.tutorialworks.com/podman-systemd) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [opensource.com: Run a Linux virtual machine in Podman](https://opensource.com/article/21/7/linux-podman) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [pythonspeed.com: Using Podman with BuildKit, the better Docker image builder 🌟](https://pythonspeed.com/articles/podman-buildkit) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to use auto-updates and rollbacks in Podman](https://www.redhat.com/en/blog/podman-auto-updates-rollbacks) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [itnext.io: Kubernetes: load-testing and high-load tuning β€” problems and solutions](https://itnext.io/kubernetes-load-testing-and-high-load-tuning-problems-and-solutions-244d869a9791) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [blog.crunchydata.com: Kubernetes + Postgres Cluster From Scratch on Rocky 8](https://www.crunchydata.com/blog/kube-cluster-from-scratch-on-rocky-8) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [goharbor.io: Deploy Harbor with the Quick Installation Script](https://goharbor.io/docs/2.0.0/install-config/quick-install-script) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2020)** [kelseyhightower/cmd-tutorial](https://github.com/kelseyhightower/cmd-tutorial) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2020)** [wardviaene/jenkins-course](https://github.com/wardviaene/jenkins-course) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [wardviaene/advanced-kubernetes-course/spinnaker 🌟](https://github.com/wardviaene/advanced-kubernetes-course/tree/master/spinnaker) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.scottlowe.org: Using kubectl via an SSH Tunnel](https://blog.scottlowe.org/2020/06/16/using-kubectl-via-an-ssh-tunnel) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [todaywasawesome/atomic-cluster: The Atomic Cluster](https://github.com/todaywasawesome/atomic-cluster) [EMERGING] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [github.com/openshiftdemos 🌟](https://github.com/openshiftdemos) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [CodeReady Containers - Red Hat Decision Manager Install Demo](https://gitlab.com/redhatdemocentral/rhcs-rhdm-install-demo) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: Set up Minishift and run Jenkins on Linux](https://opensource.com/article/20/11/minishift-linux) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Deploying PostgreSQL in MiniShift/OpenShift 3](https://www.dbi-services.com/blog/deploying-postgresql-in-minishiftopenshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Global K3s Deployment on Packet Baremetal 🌟](https://github.com/c0dyhi11/k3s-linkerd) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2020)** [developers.redhat.com: Enterprise Kubernetes development with odo: The CLI tool for developers](https://developers.redhat.com/blog/2020/06/16/enterprise-kubernetes-development-with-odo-the-cli-tool-for-developers) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [github.blog: Work with GitHub Actions in your terminal with GitHub CLI](https://github.blog/news-insights/product-news/work-with-github-actions-in-your-terminal-with-github-cli) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [gist.github.com: chadmcrowell/cidr.sh 🌟](https://gist.github.com/chadmcrowell/f3fc3be2ca1fcb887034162c14d77e74) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2020)** [tecmint: How to Install Apache Kafka in CentOS/RHEL 7](https://www.tecmint.com/install-apache-kafka-in-centos-rhel) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [blog.jromanmartin.io: How to upgrade Strimzi Operator using the CLI](https://blog.jromanmartin.io/2020/09/25/how-upgrade-strimzi-operator.html) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [sysadminxpert.com: Steps to Monitor Linux Server using Prometheus](https://sysadminxpert.com/steps-to-monitor-linux-server-using-prometheus) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [galaxy.ansible.com/William-Yeh/prometheus](https://galaxy.ansible.com/William-Yeh/prometheus) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [developers.redhat.com: Rootless containers with Podman: The basics](https://developers.redhat.com/blog/2020/09/25/rootless-containers-with-podman-the-basics) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [developers.redhat.com: Transitioning from Docker to Podman 🌟](https://developers.redhat.com/blog/2020/11/19/transitioning-from-docker-to-podman) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [tecmint.com: How to Manage Containers Using Podman and Skopeo in RHEL 8](https://www.tecmint.com/manage-containers-using-podman-in-rhel) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [itnext.io: Docker, Kaniko, Buildah](https://itnext.io/docker-kaniko-buildah-209abdde5f94) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [gist.github.com: How to protect your ~/.kube/ configuration](https://gist.github.com/PatrLind/e651d3cbc3bf68e4bd9fcc9568cbd3fb) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [github.com/askmeegs/learn-istio 🌟](https://github.com/askmeegs/learn-istio) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2020)** [youtube: Install and use Crunchy PostgreSQLfor OpenShift operator for simple todo app on OpenShift 🌟](https://www.youtube.com/watch?v=9wuUXi6Qbis&ab_channel=MichaelBornholdtNielsen) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [The PostgreSQL Operator Installer with kubectl](https://access.crunchydata.com/documentation/postgres-operator/4.3.0/installation/postgres-operator) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Getting Started with PostgreSQL Operator 4.3 in OpenShift](https://www.crunchydata.com/blog/getting-started-with-postgresql-operator-4.3-in-openshift) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [blog.openshift.com: Deploying jenkins on openshift - part 1](https://www.redhat.com/en/blog/deploying-jenkins-on-openshift-part-1) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2019)** [hackermoon.com: cleanup old docker images from nexus repository](https://hackernoon.com/cleanup-old-docker-images-from-nexus-repository-617b1004dad8) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2018)** [github.com/paulczar/k8s-spring-petclinic](https://github.com/paulczar/k8s-spring-petclinic) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [slideshare.net: OpenShift Container Platform CI/CD Build & Deploy 🌟](https://www.slideshare.net/mozillabros/openshift-container-platform-cicd-build-deploy) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [developers.redhat.com: Source versus binary S2I workflows with Red Hat OpenShift Application Runtimes](https://developers.redhat.com/blog/2018/09/26/source-versus-binary-s2i-workflows-with-red-hat-openshift-application-runtimes) [COMMUNITY-TOOL] [SHELL CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2018)** [vadosware.io: Using Makefiles And Envsubst As An Alternative To Helm And' Ksonnet (deprecated)](https://vadosware.io/post/using-makefiles-and-envsubst-as-an-alternative-to-helm-and-ksonnet) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2017)** [Installing and Configuring Django Web Framework with Virtual Environments in CentOS/Debian](https://www.tecmint.com/install-and-configure-django-web-framework-in-centos-debian-ubuntu) [GUIDE] [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./python.md)*
-  - **(2016)** [opensource.com: A Linux networking guide to CIDR notation and configuration - sipcalc 🌟](https://opensource.com/article/16/12/cidr-network-notation-configuration-linux) [COMMUNITY-TOOL] [GUIDE] [SHELL CONTENT] β€” *Go to [Section](./networking.md)*
-  - **(2015)** [github.com/rakyll/fake-it-til-you-make-it](https://github.com/rakyll/fake-it-til-you-make-it) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./recruitment.md)*
-  - **(2014)** [Official Jenkins Docker image](https://github.com/michaelneale/jenkins-ci.org-docker) [LEGACY] [SHELL CONTENT] β€” *Go to [Section](./jenkins.md)*
 
+*... and 94 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -21043,7 +3971,7 @@
   - **(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)** [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)*
   - **(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)*
+  - **(2026)** [learn.crunchydata.com 🌟](https://www.crunchydata.com/developers/tutorials) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./crunchydata.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)*
@@ -21051,14 +3979,18 @@
   - **(2024)** [TSQL and SQL Queries Cheat Sheet](https://helpercodes.com/sql-query-cheatsheet-tutorial) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.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)** [datadoghq.com: PostgreSQL Cheatsheet](https://www.datadoghq.com/resources/datadog-postgresql-cheatsheet) [COMMUNITY-TOOL] [SQL CONTENT] β€” *Go to [Section](./cheatsheets.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)** [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)** [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-monitoring.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)*
@@ -21070,20 +4002,16 @@
   - **(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)*
-  - **(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-monitoring.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)** [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: 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)** [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)** [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)** [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)*
 
 
 
@@ -21123,13 +4051,13 @@
 Click to view 9 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)** [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)** [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)*
+  - **(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](./azure.md)*
+  - **(2025)** [Manage Azure IPAM with Terraform](https://mattias.engineer/blog/2025/azure-ipam-with-terraform) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./azure.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](./azure.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: 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)*
+  - **(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)*
   - **(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-containers.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)*
   - **(2021)** [itnext.io: Principles, Patterns, and Practices for Effective Infrastructure as Code](https://itnext.io/principles-patterns-and-practices-for-effective-infrastructure-as-code-e5f7bbe13df1) [COMMUNITY-TOOL] [TERRAFORM CONTENT] β€” *Go to [Section](./gitops.md)*
 
 
@@ -21193,16 +4121,16 @@
 ## Typescript Content
 
 

-Click to view 200 resources under Typescript Content
+Click to view top 100 of 200 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)** [==React+TypeScript Cheatsheets==](https://github.com/typescript-cheatsheets/react) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.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)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
   - **(2026)** [==cdk8s==](https://github.com/cdk8s-team/cdk8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-client-libraries.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)** [==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)** [==**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)** [==Backstage Developer Portal:==](https://backstage.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./developerportals.md)*
+  - **(2026)** [==Awesome Angular==](https://github.com/PatrickJS/awesome-angular) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT 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)** [==Docker==](https://marketplace.visualstudio.com/items?itemName=ms-azuretools.vscode-docker) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2026)** [==Kubernetes (by Microsoft)==](https://marketplace.visualstudio.com/items?itemName=ms-kubernetes-tools.vscode-kubernetes-tools) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
   - **(2026)** [==marketplace.visualstudio.com: Ruff extension for Visual Studio Code==](https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
@@ -21212,36 +4140,35 @@
   - **(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)** [==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)*
-  - **(2026)** [==excalidraw.com==](https://excalidraw.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cloud-arch-diagrams.md)*
-  - **(2026)** [==joplin==](https://github.com/laurent22/joplin) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./project-management-tools.md)*
+  - **(2026)** [==React+TypeScript Cheatsheets==](https://github.com/typescript-cheatsheets/react) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
   - **(2026)** [==Lens Kubernetes IDE 🌟==](https://lenshq.io) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.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)** [==mockoon 🌟==](https://mockoon.com) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./api.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)*
   - **(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)** [==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)** [==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](./cloud-arch-diagrams.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)*
-  - **(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)*
+  - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.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-tools-scripts.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/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)*
   - **(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-tools-scripts.md)*
-  - **(2023)** [==GitHub Copilot 🌟==](https://github.com/copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
   - **(2023)** [==Teleskope==](https://github.com/teleskopeView/teleskope_k8s) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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 Copilot 🌟==](https://github.com/copilot) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
   - **(2023)** [==github.com: kiali==](https://github.com/kiali/kiali) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./istio.md)*
+  - **(2023)** [==Grafana Faro 🌟==](https://grafana.com/oss/faro) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./grafana.md)*
+  - **(2023)** [==redpanda-data/kowl==](https://github.com/redpanda-data/console) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./message-queue.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)*
   - **(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)** [==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)*
+  - **(2021)** [==github.com/giscus/giscus==](https://github.com/giscus/giscus) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.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)** [**Terraform & OpenTofu Skill for AI Agents**](https://github.com/antonbabenko/terraform-skill) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cicd.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)*
@@ -21261,16 +4188,17 @@
   - **(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)** [**github.com/openshift/console 🌟**](https://github.com/openshift/console) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
+  - **(2026)** [**rancherdesktop.io**](https://rancherdesktop.io) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)*
   - **(2025)** [**Google Agents CLI**](https://github.com/google/agents-cli) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
   - **(2025)** [**Brainboard 🌟**](https://www.brainboard.co) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2025)** [**Rancher Desktop 🌟**](https://github.com/rancher-sandbox/rancher-desktop) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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)*
+  - **(2024)** [**DVC**](https://marketplace.visualstudio.com/items?itemName=Iterative.dvc) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./mlops.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)** [**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)** [**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)*
@@ -21279,13 +4207,13 @@
   - **(2026)** [GitLive](https://marketplace.visualstudio.com/items?itemName=TeamHub.teamhub) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] 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)*
-  - **(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)** [Kodiak](https://kodiakhq.com) 🌟🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.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)** [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)*
@@ -21294,108 +4222,9 @@
   - **(2026)** [Terraform Module Releaser GitHub Action](https://github.com/techpivot/terraform-module-releaser) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cicd.md)*
   - **(2026)** [m9sweeper/m9sweeper](https://github.com/m9sweeper/m9sweeper) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.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)** [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)*
   - **(2025)** [Kubeterm: Graphical Management Tool for Kubernetes](https://github.com/kbterm/kubeterm) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2024)** [k8studio.github.io/k8studio](https://github.com/K8Studio/K8studio) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2023)** [github.com/GitHubSecurityLab/actions-permissions: GitHub token permissions' Monitor and Advisor actions](https://github.com/GitHubSecurityLab/actions-permissions) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [jspolicy](https://github.com/loft-sh/jspolicy) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [github.com/aws-samples/cdk-k3s-cluster 🌟](https://github.com/aws-samples/aws-cdk-for-k3scluster) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./rancher.md)*
-  - **(2023)** [github.com/Saniewski/mongo-express-docker-extension](https://github.com/Saniewski/mongo-express-docker-extension) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./docker.md)*
-  - **(2023)** [awslabs/cognito-at-edge](https://github.com/awslabs/cognito-at-edge) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [dirien/pulumi-civo-flux-bucket](https://github.com/dirien/pulumi-civo-flux-bucket) 🌟🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2021)** [sciuro](https://github.com/cloudflare/sciuro) 🌟🌟 [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [github.com/Qovery/Torii](https://github.com/Qovery/Torii) 🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2021)** [laurci/kubernate](https://github.com/laurci/kubernate) 🌟 [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [Hoppscotch: Open-Source Alternative to Postman](https://hoppscotch.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./postman.md)*
-  - **(2026)** [angular.io](https://angular.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./angular.md)*
-  - **(2026)** [Announcing Azure MCP Server 2.0 Stable Release for Self-Hosted Agentic Cloud Automation](https://devblogs.microsoft.com/azure-sdk/announcing-azure-mcp-server-2-0-stable-release) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops.md)*
-  - **(2026)** [cdk8s.io](https://cdk8s.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2026)** [docs.microsoft.com: Build JavaScript applications using TypeScript](https://www.typescriptlang.org) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2026)** [ASCIIFlow](https://asciiflow.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2026)** [azurecharts.com: Azure Charts](https://azurecharts.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2026)** [Checkly](https://www.checklyhq.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2026)** [editor.cilium.io 🌟](https://editor.networkpolicy.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-networking.md)*
-  - **(2026)** [code.visualstudio.com: Visual Studio Code](https://code.visualstudio.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [vscode.github.com: GitHub and Visual Studio Code 🌟](https://vscode.github.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2026)** [pulumi.com: From Kubernetes or Helm YAML](https://www.pulumi.com/docs/iac/guides/migration/migrating-to-pulumi/from-kubernetes) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [pulumi.com: Running Containers on ECS Fargate](https://www.pulumi.com/registry/packages/aws/how-to-guides/ecs-fargate) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2026)** [CDK](https://aws.amazon.com/cdk) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2026)** [oclif.io 🌟](https://oclif.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2026)** [Kibana](https://www.elastic.co/kibana) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./istio.md)*
-  - **(2025)** [kubevious: application centric Kubernetes UI 🌟](https://kubevious.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2025)** [modelcontextprotocol.io: MCP Official Documentation](https://modelcontextprotocol.io/docs/getting-started/intro) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [MCPBundles](https://www.mcpbundles.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ai-agents-mcp.md)*
-  - **(2025)** [Kiro: Engineering Rigor for Agentic Development](https://kiro.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devops-tools.md)*
-  - **(2025)** [jsoncrack.com: JSON Crack 🌟🌟](https://jsoncrack.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2025)** [Calendly](https://calendly.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./appointment-scheduling.md)*
-  - **(2024)** [CloudCanvas - Diagramming for Cloud Infrastructure](https://cloudcanvas.co) [EMERGING] [TYPESCRIPT CONTENT] β€” *Go to [Section](./iac.md)*
-  - **(2024)** [Visual Studio Code JCasC-Plugin 🌟](https://marketplace.visualstudio.com/items?itemName=jcasc-developers.jcasc-plugin) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [KubeStellar Console 🌟](https://console.kubestellar.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2024)** [marketplace.visualstudio.com: Learn Cloud 🌟](https://marketplace.visualstudio.com/items?itemName=azurepaas-tools.vscode-learncloud) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [yamline.com](https://yamline.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [sst.dev: Moving away from CDK: CDK doesn’t create the infrastructure you define](https://sst.dev/blog/moving-away-from-cdk) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2024)** [jsontoolbox.com](https://jsontoolbox.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./ChromeDevTools.md)*
-  - **(2023)** [freecodecamp.org: How TypeScript Interfaces Work – Explained with Examples](https://www.freecodecamp.org/news/how-typescript-interfaces-work) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [learnk8s.io/real-time-dashboard](https://learnkube.com/real-time-dashboard) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2023)** [azure.github.io/AKS-Construction 🌟](https://azure.github.io/AKS-Construction) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [Better Comments](https://marketplace.visualstudio.com/items?itemName=aaron-bond.better-comments) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Markdown All in One 🌟](https://marketplace.visualstudio.com/items?itemName=yzhang.markdown-all-in-one) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Auto Markdown TOC By AX1](https://marketplace.visualstudio.com/items?itemName=livepdm.auto-markdown-toc-ax1) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [EditorConfig:](https://marketplace.visualstudio.com/items?itemName=EditorConfig.EditorConfig) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Indent-Rainbow:](https://marketplace.visualstudio.com/items?itemName=oderwat.indent-rainbow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [SVG:](https://marketplace.visualstudio.com/items?itemName=jock.svg) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Rainbow Brackets](https://marketplace.visualstudio.com/items?itemName=2gua.rainbow-brackets) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [TODO Highlight](https://marketplace.visualstudio.com/items?itemName=wayou.vscode-todo-highlight) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Todo+](https://marketplace.visualstudio.com/items?itemName=fabiospampinato.vscode-todo-plus) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Todo Tree](https://marketplace.visualstudio.com/items?itemName=Gruntfuggly.todo-tree) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Error Lens](https://marketplace.visualstudio.com/items?itemName=usernamehw.errorlens) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [GitLens 🌟](https://marketplace.visualstudio.com/items?itemName=eamodio.gitlens) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Git Graph](https://marketplace.visualstudio.com/items?itemName=mhutchie.git-graph) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [Live Share:](https://marketplace.visualstudio.com/items?itemName=MS-vsliveshare.vsliveshare) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2023)** [civo.com: Manage Kubernetes clusters using the Civo Pulumi provider](https://www.civo.com/learn) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2023)** [freecodecamp.org: AWS CDK v2 Tutorial – How to Create a Three-Tier Serverless Application](https://www.freecodecamp.org/news/aws-cdk-v2-three-tier-serverless-application) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2023)** [Announcing CDK Migrate: A single command to migrate to the AWS CDK](https://aws.amazon.com/blogs/devops/announcing-cdk-migrate-a-single-command-to-migrate-to-the-aws-cdk) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2023)** [Podman Desktop](https://podman-desktop.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2023)** [marketplace.visualstudio.com: Bridge to Kubernetes (VSCode)](https://marketplace.visualstudio.com/items?itemName=mindaro.mindaro) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-troubleshooting.md)*
-  - **(2023)** [Bridge to Kubernetes 🌟🌟](https://learn.microsoft.com/en-us/previous-versions/visualstudio/bridge) [LEGACY] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-based-devel.md)*
-  - **(2022)** [dev.to: Autoprovisioning NFS volumes in EKS with CDK](https://dev.to/memark/autoprovisioning-nfs-volumes-in-eks-with-cdk-4fn9) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Using CDK to perform continuous deployments in multi-region Kubernetes environments](https://aws.amazon.com/blogs/containers/using-cdk-to-perform-continuous-deployments-in-multi-region-kubernetes-environments) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [GitHub Actions 🌟](https://marketplace.visualstudio.com/items?itemName=github.vscode-github-actions) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [BABA-Git Flow](https://marketplace.visualstudio.com/items?itemName=Fatih.baba-flow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [gitlab.com: VS Code extension development with GitLab](https://about.gitlab.com/blog/vscode-extension-development-with-gitlab) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [Alessandro Fragnani: Jenkins Status](https://marketplace.visualstudio.com/items?itemName=alefragnani.jenkins-status) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2022)** [octopus.com: Create an AKS Cluster with Pulumi and Octopus Deploy](https://octopus.com/blog/pulumi-and-aks-with-octopus-deploy) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [travis.media: Pulumi Tutorial: Automate Kubernetes Deployments and Operations with this Complete Guide](https://travis.media/blog/pulumi-tutorial-automate-kubernetes-operations) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2022)** [dev.to: Manage webhooks at scale with AWS Serverless](https://dev.to/aws-builders/manage-webhooks-at-scale-with-aws-serverless-fof) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [dev.to: Go fast and reduce risk: using CDK to deploy your serverless applications on AWS](https://dev.to/aws-builders/go-fast-and-reduce-risk-using-cdk-to-deploy-your-serverless-applications-on-aws-2i3k) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [trio.dev: Angular vs React: Is Angular Dead?](https://trio.dev/angular-vs-react) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./devel-sites.md)*
-  - **(2021)** [github.com/MatthewCYLau: TypeScript Node Express Google Kubernetes Engine' (GKE)](https://github.com/MatthewCYLau/node-express-typescript-k8-gke) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [JM Meessen: Declarative Jenkinsfile Support](https://marketplace.visualstudio.com/items?itemName=jmMeessen.jenkins-declarative-support) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github.com/marketplace: Use AWS Secrets Manager secrets in GitHub jobs 🌟](https://github.com/marketplace/actions/aws-secrets-manager-github-action) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [aws.amazon.com: Continuous Delivery of Amazon EKS Clusters Using AWS CDK and CDK Pipelines](https://aws.amazon.com/blogs/containers/continuous-delivery-of-amazon-eks-clusters-using-aws-cdk-and-cdk-pipelines) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [serverless-stack.com: How to debug Lambda functions with Visual Studio Code](https://guide.sst.dev/examples/how-to-debug-lambda-functions-with-visual-studio-code.html) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [GitFlow 4 Code](https://marketplace.visualstudio.com/items?itemName=GreatMinds.gitflow4code) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [JirAux (Jira integration)](https://marketplace.visualstudio.com/items?itemName=SemihOnay.jiraux) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github1s.com 🌟](https://github1s.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [vscode.dev 🌟](https://vscode.dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [Jenkins Pipeline Linter Connector](https://marketplace.visualstudio.com/items?itemName=janjoerke.jenkins-pipeline-linter-connector) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [github.dev](https://github.dev/github/dev) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2021)** [wanago.io: Creating views with PostgreSQL](https://wanago.io/2021/12/06/views-postgresql-typeorm) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [aws.amazon.com: Multi-branch pipeline management and infrastructure deployment using AWS CDK Pipelines](https://aws.amazon.com/blogs/devops/multi-branch-pipeline-management-and-infrastructure-deployment-using-aws-cdk-pipelines) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2021)** [itnext.io: AWS CDK for EKS β€” Handling Helm Charts](https://itnext.io/aws-cdk-for-eks-handling-helm-charts-aa002afedde4) [COMMUNITY-TOOL] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./aws-miscellaneous.md)*
-  - **(2021)** [iongion.github.io: Podman Desktop Companion 🌟](https://iongion.github.io/podman-desktop-companion) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2020)** [github.com/unitypark/aws-serverless-demos](https://github.com/unitypark/aws-serverless-demos) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [k8studio](https://k8studio.io) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2020)** [Terraform](https://marketplace.visualstudio.com/items?itemName=hashicorp.terraform) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [gitflow by vector-of-bool](https://marketplace.visualstudio.com/items?itemName=vector-of-bool.gitflow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [openshift.com: Visual Web Terminal - A Turbocharged Command Line for Kubernetes and OpenShift](https://www.redhat.com/en/blog/visual-web-terminal-a-turbocharged-command-line-for-kubernetes-and-openshift) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2020)** [npkill.js.org](https://npkill.js.org) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./javascript.md)*
-  - **(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) [ENTERPRISE-STABLE] [GUIDE] [TYPESCRIPT CONTENT] β€” *Go to [Section](./angular.md)*
-  - **(2019)** [CloudFormation Snippets 🌟](https://marketplace.visualstudio.com/items?itemName=dannysteenman.cloudformation-yaml-snippets) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2019)** [GitLab Workflow](https://marketplace.visualstudio.com/items?itemName=gitlab.gitlab-workflow) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
-  - **(2019)** [useHooks - React Hooks Library](https://usehooks.com) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./kubernetes-tutorials.md)*
-  - **(2018)** [Helm Intellisense](https://marketplace.visualstudio.com/items&itemName=Tim-Koehler.helm-intellisense&ssr=false) [COMMUNITY-TOOL] [TYPESCRIPT CONTENT] β€” *Go to [Section](./visual-studio.md)*
 
+*... and 100 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -21553,80 +4382,80 @@
 ## Yaml Content
 
 

-Click to view 474 resources under Yaml Content
+Click to view top 100 of 474 resources under Yaml Content
 
   - **(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)** [==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)** [==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)** [==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/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)*
   - **(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)** [==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)** [==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)** [==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)*
   - **(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)** [==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)*
+  - **(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)*
   - **(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)*
   - **(2025)** [**gitlab.com: Portfolio Architecture Examples**](https://gitlab.com/redhatdemocentral/portfolio-architecture-examples) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
   - **(2024)** [**itnext.io: Kubernetes Kustomize Cheat Sheet**](https://itnext.io/kubernetes-kustomize-cheat-sheet-8e2d31b74d8f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.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)*
   - **(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)** [**itnext.io: GitHub Actions: Terraform deployments with a review of planned changes**](https://itnext.io/github-actions-terraform-deployments-with-a-review-of-planned-changes-30143358bb5c) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./terraform.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)*
+  - **(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)** [**fluxcd/flux2-multi-tenancy**](https://github.com/fluxcd/flux2-multi-tenancy) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./flux.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)*
   - **(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)** [**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)*
   - **(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)** [**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)*
+  - **(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)** [**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)*
   - **(2021)** [**itnext.io: Expose Open Policy Agent/Gatekeeper Constraint Violations for Kubernetes Applications with Prometheus and Grafana**](https://itnext.io/expose-open-policy-agent-gatekeeper-constraint-violations-with-prometheus-and-grafana-6b7ac92ea07f) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [**itnext.io: Kubernetes β€” Running Multiple Container Runtimes**](https://itnext.io/kubernetes-running-multiple-container-runtimes-65220b4f9ef4) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2021)** [**itnext.io: Measuring Patching Cadence on Kubernetes with GitOps**](https://itnext.io/measuring-patching-cadence-on-kubernetes-with-gitops-353bc4a1d25) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.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)** [**itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟**](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./yaml.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)** [**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)** [**itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟**](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./yaml.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)** [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)*
+  - **(2024)** [github.com/PyratLabs/ansible-role-k3s 🌟](https://github.com/PyratLabs/ansible-role-k3s) 🌟🌟🌟 [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)** [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)** [github.com/myspotontheweb/gitops-workloads-demo](https://github.com/myspotontheweb/gitops-workloads-demo) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.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)** [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)** [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)** [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)** [itnext.io: How to setup CI CD pipelines for Android with Azure DevOps](https://itnext.io/how-to-setup-ci-cd-pipelines-for-android-with-azure-devops-2a4ded0de0e7) 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./azure.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)** [Ansistrano](https://github.com/ansistrano) 🌟🌟🌟 [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.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)** [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)*
@@ -21640,13 +4469,13 @@
   - **(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)*
+  - **(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-tools.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)*
   - **(2015)** [Ansible and AWS: cloud IT automation management](https://cloudacademy.com/blog/ansible-aws) 🌟🌟🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./python.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)*
   - **(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)** [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)** [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)*
@@ -21655,381 +4484,8 @@
   - **(2023)** [k21academy.com: Kubernetes ConfigMaps and Secrets: Guide to Create and Update 🌟](https://k21academy.com/kubernetes/configmaps-secrets) 🌟 [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
   - **(2023)** [upbound/platform-ref-multi-k8s: Upbound's reference platform for multi-cloud' Kubernetes with Crossplane](https://github.com/upbound/platform-ref-multi-k8s) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
   - **(2022)** [blog.palark.com: ConfigMaps in Kubernetes: how they work and what you should remember 🌟](https://palark.com/blog/kubernetes-configmap-guide) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [thomasthornton.cloud: Error: spawn terraform ENOENT when running Terraform in Azure DevOps Pipeline](https://thomasthornton.cloud/error-spawn-terraform-enoent-when-running-terraform-in-azure-devops-pipeline) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [systemcraftsman/lab-tekton-pipelines: OpenShift Pipelines workshop](https://github.com/systemcraftsman/lab-tekton-pipelines) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/major/imagebuilder-containerized](https://github.com/major/imagebuilder-containerized/blob/main/.github/workflows/main.yml) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [opensource.com: Configure multi-tenancy with Kubernetes namespaces 🌟](https://opensource.com/article/21/2/kubernetes-namespaces) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [askmeegs/yaml-your-cloud](https://github.com/askmeegs/yaml-your-cloud) 🌟 [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2026)** [Google Cloud Build](https://cloud.google.com/build) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./GoogleCloudPlatform.md)*
-  - **(2026)** [Bitnami Helm Charts](https://bitnami.com/stacks?stack=helm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.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)*
-  - **(2026)** [kyverno.io: Mutating Resources](https://kyverno.io/docs/writing-policies/mutate) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Generating resources into existing namespaces](https://kyverno.io/docs/writing-policies/generate) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.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)** [kyverno.io: Check deprecated APIs 🌟](https://kyverno.io/policies/best-practices/check_deprecated_apis) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Add Pod Proxies](https://kyverno.io/policies/other/add-pod-proxies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Implementing your best practices is simple with kyverno](https://kyverno.io/policies/best-practices/require_probes/require_probes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Require PodDisruptionBudget](https://kyverno.io/policies/other/require_pdb) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2026)** [kyverno.io: Restrict Image Registries](https://kyverno.io/policies/best-practices/restrict_image_registries/restrict_image_registries) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.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)** [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.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)** [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)*
-  - **(2024)** [github.com/che-samples](https://github.com/che-samples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [OpenShift.io Samples 🌟🌟](https://workspaces.openshift.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2024)** [itnext.io: Deploy Flexible and Custom Setups with Anything LLM on Kubernetes](https://itnext.io/deploy-flexible-and-custom-setups-with-anything-llm-on-kubernetes-a2b5687f2bcc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ai.md)*
-  - **(2024)** [devops.com: Using jenkins configuration as code](https://devops.com/using-jenkins-configuration-as-code) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2024)** [docs.ansible.com: Working With Playbooks](https://docs.ansible.com/projects/ansible/latest/user_guide/playbooks.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [artifacthub.io: Helm Charts - AWX](https://artifacthub.io/packages/search?ts_query_web=awx&sort=relevance&page=1) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2024)** [Public Cloud Guides 🌟](https://docs.ansible.com/projects/ansible/latest/scenario_guides/cloud_guides.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [johnlokerse.dev: Lint Azure Bicep templates in Azure DevOps](https://johnlokerse.dev/2024/02/05/lint-azure-bicep-templates-in-azure-devops) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [mattias.engineer: Azure Federated Identity Credentials for GitHub](https://mattias.engineer/blog/2024/azure-federated-credentials-github) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2024)** [Validating Kubernetes YAML for best practice and policies 🌟](https://learnkube.com/validating-kubernetes-yaml) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2024)** [learn.microsoft.com: Deploy AKS and API Management with mTLS](https://learn.microsoft.com/en-us/azure/api-management/api-management-howto-mutual-certificates-for-clients) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [learn.microsoft.com: Use Application Gateway Ingress Controller (AGIC) with a multitenant Azure Kubernetes Service](https://learn.microsoft.com/en-us/azure/architecture/example-scenario/aks-agic/aks-agic) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [Setting up NodeLocal DNSCache](https://docs.cloud.google.com/kubernetes-engine/docs/how-to/nodelocal-dns-cache) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2024)** [cloud.ibm.com: Tutorial - Scalable webapp 🌟](https://cloud.ibm.com/docs/solution-tutorials?topic=solution-tutorials-scalable-webapp-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2024)** [ClusterClass: Experimental Feature for Streamlined Cluster Lifecycle Management in Cluster API](https://cluster-api.sigs.k8s.io/tasks/experimental-features/cluster-class) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2023)** [mrcloudbook.com: GitOps: Deploying Tetris on EKS Using ArgoCD](https://mrcloudbook.com/gitops-deploying-tetris-on-eks-using-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [docs.microsoft.com: Build and deploy applications to Azure by using GitHub Actions 🌟](https://learn.microsoft.com/en-us/training/modules/github-actions-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [nicwortel.nl: Continuous deployment to Kubernetes with GitHub Actions](https://nth-root.nl/en/guides/automate-kubernetes-deployments-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2023)** [devopscube.com: Kubeconfig File Explained With Practical Examples 🌟](https://devopscube.com/kubernetes-kubeconfig-file) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io: configure-pod-container / Use a User Namespace With a Pod](https://kubernetes.io/docs/tasks/configure-pod-container/user-namespaces) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com: Kubernetes Pod Priority, PriorityClass, and Preemption Explained 🌟](https://devopscube.com/pod-priorityclass-preemption) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [kubernetes.io: Protect Your Mission-Critical Pods From Eviction With PriorityClass](https://kubernetes.io/blog/2023/01/12/protect-mission-critical-pods-priorityclass) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [devopscube.com/kubernetes-pod](https://devopscube.com/kubernetes-pod) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Labels & Annotations in Kubernetes | Daniele Polencic](https://itnext.io/labels-and-annotations-in-kubernetes-234944b0f7ab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [itnext.io: Kubernetes rolling updates, rollbacks and multi-environments](https://itnext.io/kubernetes-rolling-updates-rollbacks-and-multi-environments-4ff9912df5) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [k21academy.com: Kubernetes Deployment and Step-by-Step Guide to Deployment: Update, Rollback, Scale & Delete](https://k21academy.com/kubernetes/kubernetes-deployment) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [mirantis.com: Introduction to YAML: Creating a Kubernetes deployment](https://www.mirantis.com/blog/introduction-to-yaml-creating-a-kubernetes-deployment) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2023)** [thomasthornton.cloud: Ensuring Your Terraform is Correctly Formatted Using Terraform fmt and GitHub Actions](https://thomasthornton.cloud/ensuring-your-terraform-is-correctly-formatted-using-terraform-fmt-and-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [learn.hashicorp.com: Automate Terraform with GitHub Actions](https://developer.hashicorp.com/terraform/tutorials/automation/github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [acloudguru.com: How to use GitHub Actions to automate Terraform](https://www.pluralsight.com/resources/blog/cloud/how-to-use-github-actions-to-automate-terraform) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Terraform: GitHub Actions Automated Deployment](https://build5nines.com/terraform-github-actions-automated-deployment) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [dev.to/spacelift: How to Manage Terraform with GitHub Actions](https://dev.to/spacelift/how-to-manage-terraform-with-github-actions-5b10) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [pratapreddypilaka.blogspot.com: Azure FinOps using Terraform and Infracost - Finding the hourly or monthly cost before Azure DevOps Deployments](https://pratapreddypilaka.blogspot.com/2023/11/azure-finops-using-terraform-and.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [linkedin.com/pulse: How to Estimate Cloud Costs with Terraform (Azure, AWS, GCP, etc.) via Azure DevOps Pipelines](https://www.linkedin.com/pulse/how-estimate-cloud-costs-terraform-azure-aws-gcp-etc-via-kaan-turgut-msexc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [adamtheautomator.com: How to Build Infrastructure with Terraform in Azure DevOps 🌟](https://adamtheautomator.com/terraform-azure-devops) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [build5nines.com: Deploy Terraform using Azure DevOps YAML Pipelines](https://build5nines.com/deploy-terraform-using-azure-devops-yaml-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2023)** [blog.jromanmartin.io: ActiveMQ, Kafka, Strimzi and CodeReady Containers](https://blog.jromanmartin.io/cheat-sheets) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2023)** [tomsitcafe.com: How to test Ansible code with Molecule](https://tomsitcafe.com/2023/04/27/how-to-test-ansible-code-with-molecule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2023)** [dev.to: The three meanings of "template" in Argo Workflows](https://dev.to/crenshaw_dev/the-three-meanings-of-template-in-argo-workflows-2paf) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [blog.argoproj.io: Practical Argo Workflows Hardening 🌟](https://blog.argoproj.io/practical-argo-workflows-hardening-dd8429acc1ce) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [blog.argoproj.io: Architecting Workflows For Reliability](https://blog.argoproj.io/architecting-workflows-for-reliability-d33bd720c6cc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./argo.md)*
-  - **(2023)** [Kubernetes examples 🌟](https://k8s-examples.container-solutions.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2023)** [techcommunity.microsoft.com: Securing Windows workloads on Azure Kubernetes Service with Calico](https://techcommunity.microsoft.com/blog/containers/securing-windows-workloads-on-azure-kubernetes-service-with-calico/3815429) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [pixelrobots.co.uk: Exploring Azure Kubernetes Service’s Node Autoprovision: A Deep Dive into the Latest Public Preview Feature](https://pixelrobots.co.uk/2023/12/exploring-azure-kubernetes-services-node-autoprovision-a-deep-dive-into-the-latest-public-preview-feature) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [community.ops.io: Configuring AKS to read secrets and certificates from Azure KeyVaults](https://community.ops.io/javi_labs/configuring-aks-to-read-secrets-and-certificates-from-azure-keyvaults-17o1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [techcommunity.microsoft.com: Kubernetes External DNS for Azure DNS & AKS](https://techcommunity.microsoft.com/blog/coreinfrastructureandsecurityblog/kubernetes-external-dns-for-azure-dns--aks/3809393) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [azuredevopslabs.com: Deploying a multi-container application to Azure Kubernetes Services](https://azuredevopslabs.com/labs/vstsextend/kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [insights.project-a.com: Using GitHub Actions to deploy to Kubernetes in GKE 🌟](https://www.project-a.vc/perspectives) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2023)** [devopscube.com: How to Deploy PostgreSQL Statefulset in Kubernetes With High Availability](https://devopscube.com/deploy-postgresql-statefulset) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2023)** [build5nines.com: Beginner’s Guide to Pulumi CI/CD Pipelines](https://build5nines.com/beginners-guide-to-pulumi-ci-cd-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./pulumi.md)*
-  - **(2023)** [clickittech.com: Kubernetes Autoscaling: How to use the Kubernetes Autoscaler](https://www.clickittech.com/devops/kubernetes-autoscaling) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2023)** [cloud.google.com: configuring_with_snippets 🌟](https://docs.cloud.google.com/code/docs/vscode/yaml-editing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./scaffolding.md)*
-  - **(2023)** [appsecengineer.com: Kubernetes Policy Management with Kyverno](https://www.appsecengineer.com/courses-collection/kubernetes-policy-management-with-kyverno) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [mytechramblings.com: A practical example of GitOps using Azure DevOps, Azure Container Registry, Helm, Flux and Kubernetes](https://www.mytechramblings.com/posts/gitops-with-azure-devops-helm-acr-flux-and-k8s) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [youtube.com: Cloud Native GitOps with Anthos and JFrog Artifactory](https://www.youtube.com/watch?v=HSjm6-ACmWQ&ab_channel=JFrog) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/AdminTurnedDevOps/kubernetes-in-production-examples](https://github.com/AdminTurnedDevOps/kubernetes-in-production-examples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [thenewstack.io: Maximize K3s Resource Efficiency with Calico eBPF Data Plane](https://thenewstack.io/maximize-k3s-resource-efficiency-with-calico-ebpf-data-plane) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/AdminTurnedDevOps/kubernetes-examples](https://github.com/AdminTurnedDevOps/kubernetes-examples) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [github.com/stacksimplify/aws-eks-kubernetes-masterclass 🌟](https://github.com/stacksimplify/aws-eks-kubernetes-masterclass) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [about.gitlab.com: The basics of CI: How to run jobs sequentially, in parallel, or out of order](https://about.gitlab.com/blog/basics-of-gitlab-ci-updated) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [about.gitlab.com: GitOps with GitLab: Connect with a Kubernetes cluster](https://about.gitlab.com/blog/gitops-with-gitlab-connecting-the-cluster) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [docker-compose-tpg: Telegraf + Prometheus + Grafana Local Testing Environments](https://github.com/xiaopeng163/docker-compose-tpg) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [itnext.io: Github: Github Actions overview and ArgoCD deployment example](https://itnext.io/github-github-actions-overview-and-argocd-deployment-example-b6cf0cf6f832) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [judebantony.github.io: DevSecOps with GitHub Action and SaaS Tools](https://judebantony.github.io/cicd-github-action-example) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [codeproject.com: Making a Simple Data Pipeline Part 4: CI/CD with GitHub Actions](https://www.codeproject.com/Articles/5320647/Making-a-Simple-Data-Pipeline-Part-4-CI-CD-with-Gi) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [freecodecamp.org: How to Setup a CI/CD Pipeline with GitHub Actions and AWS](https://www.freecodecamp.org/news/how-to-setup-a-ci-cd-pipeline-with-github-actions-and-aws) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2022)** [thenewstack.io: How to Make the Most of Kubernetes Environment Variables](https://thenewstack.io/how-to-make-the-most-of-kubernetes-environment-variables) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cloudhero.io](https://cloudhero.io/creating-users-for-your-kubernetes-cluster) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [nunoadrego.com: Abusing Pod Priority](https://nunoadrego.com/posts/abusing-pod-priority) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [auth0.com: Shhhh... Kubernetes Secrets Are Not Really Secret!](https://auth0.com/blog/kubernetes-secrets-management) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [loft.sh: Docker Compose to Kubernetes: Step-by-Step Migration 🌟](https://www.vcluster.com/blog/docker-compose-to-kubernetes-step-by-step-migration) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [linuxtechi.com: How to Setup Private Docker Registry in Kubernetes (k8s)](https://www.linuxtechi.com/setup-private-docker-registry-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [andrewlock.net: Series: Deploying ASP.NET Core applications to Kubernetes with Helm 🌟](https://andrewlock.net/series/deploying-asp-net-core-applications-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [bytes.devopscube.com: Kubernetes Pod Priority & Preemption](https://bytes.devopscube.com/p/pod-priority-preemption-explained) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [cast.ai: Kubernetes Labels: Expert Guide with 10 Best Practices](https://cast.ai/blog/kubernetes-labels-expert-guide-with-10-best-practices) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [deepsource.io: Breaking down zero downtime deployments in Kubernetes](https://deepsource.com/blog/zero-downtime-deployment) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2022)** [ansible.com: Providing Terraform with that Ansible Magic 🌟🌟](https://www.redhat.com/en/blog/providing-terraform-with-that-ansible-magic) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2022)** [influxdb-templates](https://www.influxdata.com) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2022)** [openshift.com: Using OpenShift Pipelines to Automate Red Hat Advanced Cluster Security for Kubernetes](https://www.redhat.com/en/blog/using-openshift-pipelines-to-automate-red-hat-advanced-cluster-security-for-kubernetes) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2022)** [galaxy.ansible.com/geerlingguy/awx 🌟](https://galaxy.ansible.com/geerlingguy/awx) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [linuxsysadmins.com: Install Ansible AWX on Kubernetes in 5 minutes](https://www.linuxsysadmins.com/install-ansible-awx-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [adamtheautomator.com: How to Use the Ansible Kubernetes Module](https://adamtheautomator.com/ansible-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2022)** [thenewstack.io: Simple Load Testing with GitHub Actions](https://thenewstack.io/simple-load-testing-with-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./performance-testing-with-jenkins-and-jmeter.md)*
-  - **(2022)** [freecodecamp.org: DevOps with GitLab CI Course 🌟](https://www.freecodecamp.org/news/devops-with-gitlab-ci-course) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [itnext.io: Managing multiple Kubernetes clusters using Git 🌟](https://itnext.io/managing-multiple-kubernetes-clusters-using-git-cd068bbd85ac) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [github.blog: 5 automations every developer should be running](https://github.blog/developer-skills/github/5-automations-every-developer-should-be-running) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [blog.fleetdm.com: 4 tips for GitHub Actions usability (+2 bonus tips for debugging)](https://fleetdm.com/engineering/tips-for-github-actions-usability) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [github.blog: Dependency graph now supports GitHub Actions](https://github.blog/news-insights/product-news/dependency-graph-now-supports-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2022)** [harness.io: Tutorial: Turning a GitHub Repo Into a Helm Chart Repo](https://www.harness.io/blog/helm-chart-repo) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [boxunix.com: Developer’s Guide to Writing a Good Helm Chart](https://boxunix.com/2022/02/05/developers-guide-to-writing-a-good-helm-chart) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2022)** [thenewstack.io: GitOps at Home: Automate Code Deploys with Kubernetes and Flux](https://thenewstack.io/gitops-at-home-automate-code-deploys-with-kubernetes-and-flux) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./flux.md)*
-  - **(2022)** [thomasthornton.cloud: Scout Suite reports using Azure DevOps Pipeline](https://thomasthornton.cloud/scout-suite-reports-using-azure-devops-pipeline) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines](https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo from Azure DevOps Pipelines](https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./azure.md)*
-  - **(2022)** [build5nines.com: GitHub Actions: Run Pandoc to convert Markdown to Word Document](https://build5nines.com/github-actions-run-pandoc-to-convert-markdown-to-word-document) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [thomasthornton.cloud: Deploying MkDocs to GitHub Pages with GitHub Actions](https://thomasthornton.cloud/deploying-mkdocs-to-github-pages-with-github-actions) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./mkdocs.md)*
-  - **(2022)** [Build trusted pipelines/Guards with Podman containers](https://www.redhat.com/en/blog/using-container-technology-make-trusted-pipeline) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./devsecops.md)*
-  - **(2022)** [Create a pipeline with canary deployments for Amazon EKS with AWS App Mesh 🌟](https://aws.amazon.com/blogs/containers/create-a-pipeline-with-canary-deployments-for-amazon-eks-with-aws-app-mesh) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [Using new traffic control features in External HTTP(S) load balancer](https://cloud.google.com/blog/products/networking/how-to-use-new-traffic-control-features-in-cloud-load-balancing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Access Secrets in AKV using Managed identities for AKS 🌟](https://dev.to/vivekanandrapaka/access-secrets-from-akv-using-managed-identities-for-aks-91p) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy 🌟🌟](https://www.kristhecodingunicorn.com/post/k8s_nginx_oauth) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [kristhecodingunicorn.com: Setting Up OAuth 2.0 Authentication for Applications in AKS With NGINX and OAuth2 Proxy](https://www.kristhecodingunicorn.com/post/aks-oauth2-proxy-with-nginx-ingress-controller) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to/javiermarasco: HTTPs with Ingress controller, cert-manager and DuckDNS (in AKS/Kubernetes)](https://dev.to/javiermarasco/https-with-ingress-controller-cert-manager-and-duckdns-in-akskubernetes-2jd1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [dev.to: Practical Introduction to Kubernetes Autoscaling Tools with Linode Kubernetes Engine 🌟](https://dev.to/rahulrai/practical-introduction-to-kubernetes-autoscaling-tools-with-linode-kubernetes-engine-2i7k) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2022)** [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [percona.com: MySQL on Kubernetes with GitOps 🌟](https://www.percona.com/blog/mysql-on-kubernetes-with-gitops) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [How I've Set Up HA PostgreSQL on Kubernetes (powered by Patroni, a template for PostgreSQL HA)](https://disaev.me/p/how-i-have-set-up-ha-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2022)** [rtfm.co.ua: Prometheus: Kubernetes endpoints monitoring with blackbox-exporter](https://rtfm.co.ua/en/prometheus-kubernetes-endpoints-monitoring-with-blackbox-exporter) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [Highly Available Prometheus Metrics for Distributed SQL with Thanos on GKE](https://blog.yugabyte.com/highly-available-prometheus-metrics-for-distributed-sql-with-thanos-on-gke) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2022)** [piotrminkowski.com: Validate Kubernetes Deployment in CI/CD with Tekton and Datree](https://piotrminkowski.com/2022/02/21/validate-kubernetes-deployment-in-ci-cd-with-tekton-and-datree) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [piotrminkowski.com: Canary Release on Kubernetes with Knative and Tekton](https://piotrminkowski.com/2022/03/29/canary-release-on-kubernetes-with-knative-and-tekton) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2022)** [galaxy.ansible.com: Docker Ansible Role](https://galaxy.ansible.com/atosatto/docker-swarm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-alternatives.md)*
-  - **(2022)** [adamtheautomator.com: Getting Started with AWS CodeDeploy](https://adamtheautomator.com/aws-codedeploy) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-devops.md)*
-  - **(2022)** [dev.to/aws-builders: Introduction to AWS SAM (Serverless Application Model)](https://dev.to/aws-builders/introduction-to-aws-sam-serverless-application-model-12oc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2022)** [Deploying to Azure: Secure Your GitHub Workflow with OIDC](https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-security.md)*
-  - **(2022)** [itnext.io: Horizontal Pod Autoscaling with Custom Metric from Different Namespace](https://itnext.io/horizontal-pod-autoscaling-with-custom-metric-from-different-namespace-f19f8446143b) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [sysdig.com: Trigger a Kubernetes HPA with Prometheus metrics](https://www.sysdig.com/blog/kubernetes-hpa-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [dev.to/vinod827: Scale your apps using KEDA in Kubernetes](https://dev.to/vinod827/scale-your-apps-using-keda-in-kubernetes-4i3h) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2022)** [dev.to: Using Kyverno Policies for Kubernetes Governance](https://dev.to/mda590/using-kyverno-policies-for-kubernetes-governance-3e17) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2022)** [cloudkatha.com: How to Setup S3 Bucket CORS Configuration using CloudFormation](https://cloudkatha.com/how-to-setup-s3-bucket-cors-configuration-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create an S3 Bucket using CloudFormation](https://cloudkatha.com/how-to-create-an-s3-bucket-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Configure AWS SQS Dead Letter Queue using CloudFormation](https://cloudkatha.com/how-to-configure-aws-sqs-dead-letter-queue-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to use CloudFormation to Create SNS Topic and Subscription](https://cloudkatha.com/how-to-use-cloudformation-to-create-sns-topic-and-subscription) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [cloudkatha.com: How to Create IAM Role using CloudFormation](https://cloudkatha.com/how-to-create-iam-role-using-cloudformation) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./aws-iac.md)*
-  - **(2022)** [devblogs.microsoft.com: Getting Started with DevOps and .NET MAUI](https://devblogs.microsoft.com/dotnet/devops-for-dotnet-maui) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2021)** [Jenkins Configuration as Code on Kubernetes 🌟](https://github.com/nubenetes/jenkins-CasC-kubernetes-demo) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [thomasthornton.cloud: If, elseif or else in GitHub Actions](https://thomasthornton.cloud/if-elseif-or-else-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [github.com/eon01/kubernetes-workshop](https://github.com/eon01/kubernetes-workshop) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [howtoforge.com: How to create a Deployment in Kubernetes](https://www.howtoforge.com/create-a-deployment-in-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: Deploying a real-world application on Kubernetes](https://shipa.io/a-real-world-application-deployment-on-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Getting started with Tekton and Pipelines](https://developers.redhat.com/blog/2021/01/13/getting-started-with-tekton-and-pipelines) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [redhat.com: Build a lab in 36 seconds with Ansible](https://www.redhat.com/en/blog/build-VM-fast-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: A Developer focused CI/CD pipeline for Kubernetes](https://shipa.io/a-developer-focused-ci-cd-pipeline-for-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [shipa.io: GitOps in Kubernetes, the easy way–with GitHub Actions and Shipa](https://shipa.io/gitops) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [kruyt.org: Running a mailserver in Kubernetes](https://kruyt.org/running-a-mailserver-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [cloud.google.com: Troubleshooting services on Google Kubernetes Engine by example 🌟](https://cloud.google.com/blog/products/operations/troubleshooting-services-on-google-kubernetes-engine) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [matthewpalmer.net: Kubernetes Ingress with Nginx Example 🌟](https://matthewpalmer.net/kubernetes-app-developer/articles/kubernetes-ingress-guide-nginx-example.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [piotrminkowski.com: Kubernetes Multicluster with Kind and Cilium](https://piotrminkowski.com/2021/10/25/kubernetes-multicluster-with-kind-and-cilium) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [trstringer.com: Deploy to AKS from GitHub Actions 🌟](https://trstringer.com/deploy-to-aks-from-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [howtoforge.com: How to deploy your first pod on a Kubernetes Cluster](https://www.howtoforge.com/how-to-deploy-your-first-pod-on-a-kubernetes-cluster) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [consul.io: Ingress Gateways on Kubernetes 🌟](https://developer.hashicorp.com/consul/docs/north-south/ingress-gateway/k8s) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [stackrox.com: Part 1 - Rancher Kubernetes Engine (RKE) Security Best Practices for Cluster Setup 🌟](https://www.stackrox.io/blog/rancher-kubernetes-engine-security-part-1) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [infracloud.io: Multicluster GitOps with ArgoCD](https://www.infracloud.io/blogs/multicluster-gitops-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [blog.argoproj.io: Getting started with ApplicationSets](https://blog.argoproj.io/getting-started-with-applicationsets-9c961611bcf0) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [opensource.com: Get started with Argo CD 🌟](https://opensource.com/article/21/8/argo-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [codefresh.io: Using Argo CD and Kustomize for ConfigMap Rollouts 🌟🌟](https://octopus.com/blog/using-argo-cd-and-kustomize-for-configmap-rollouts) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: Building GitLab Pipelines on OpenShift](https://www.redhat.com/en/blog/building-openshift-pipelines-with-gitlab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.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)** [youtube: GitOps Guide to the Galaxy (Ep 12): Flux On OpenShift](https://www.youtube.com/watch?v=W_rcYPZkhFg&ab_channel=RedHat) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [aws.amazon.com: Deploy a kubernetes application](https://docs.aws.amazon.com/eks/latest/userguide/sample-deployment.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [dzone: deploying a kubernetes cluster with amazon eks 🌟](https://dzone.com/articles/deploying-a-kubernetes-cluster-with-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [cloud.redhat.com: Virtual Machines as Code with OpenShift GitOps and OpenShift Virtualization](https://www.redhat.com/en/blog/virtual-machines-as-code-with-openshift-gitops-and-openshift-virtualization) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [Monitoring Services like an SRE in OpenShift ServiceMesh](https://www.redhat.com/en/blog/monitoring-services-like-an-sre-in-openshift-servicemesh) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: How to Use HashiCorp Vault and Argo CD for GitOps on OpenShift](https://www.redhat.com/en/blog/how-to-use-hashicorp-vault-and-argo-cd-for-gitops-on-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [openshift.com: SSO Integration for the OpenShift GitOps Operator](https://www.redhat.com/en/blog/sso-integration-for-the-openshift-gitops-operator) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [developers.redhat.com: Managing GitOps control planes for secure GitOps practices 🌟](https://developers.redhat.com/articles/2021/08/03/managing-gitops-control-planes-secure-gitops-practices) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [devopscube.com: How to Setup Jenkins Build Agents on Kubernetes Cluster 🌟](https://devopscube.com/jenkins-build-agents-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2021)** [itnext.io: Kubernetes Graceful Shutdown | Daniele Polencic 🌟](https://itnext.io/how-do-you-gracefully-shut-down-pods-in-kubernetes-fb19f617cd67) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [itnext.io: Kubernetes Sandbox Environments with Virtual Clusters](https://itnext.io/kubernetes-sandbox-environments-with-virtual-clusters-fb465b296777) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: Three Tenancy Models For Kubernetes](https://kubernetes.io/blog/2021/04/15/three-tenancy-models-for-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [kubernetes.io: PodSecurityPolicy Deprecation: Past, Present, and Future 🌟](https://kubernetes.io/blog/2021/04/06/podsecuritypolicy-deprecation-past-present-and-future) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [howtoforge.com: How to create Multi-Container Pods in Kubernetes](https://www.howtoforge.com/multi-container-pods-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thenucleargeeks.com: Introduction to Kubernetes Pods](https://thenucleargeeks.com/2021/03/22/introduction-to-pods-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [thecloudblog.net: Kubernetes Container Lifecycle Events and Hooks](https://thecloudblog.net/lab/kubernetes-container-lifecycle-events-and-hooks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [trstringer.com: Kubernetes Taints, Tolerations, and Understanding the PreferNoSchedule Effect](https://trstringer.com/understanding-prefernoschedule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #8: Kubernetes Object Name, Labels, Selectors and Namespace](https://millionvisit.blogspot.com/2021/02/kubernetes-for-developers-8-Object%20Name-Labels-Selectors-Namespace.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [millionvisit.blogspot.com: Kubernetes for Developers #11: Pod Organization using Labels](https://millionvisit.blogspot.com/2021/03/kubernetes-for-developers-11-pod-organization-using-labels.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2021)** [redhat.com: ACM Ansible Integration Overview](https://www.redhat.com/en/blog) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2021)** [blog.openshift.com: Advanced Network customizations for OpenShift Install](https://www.redhat.com/en/blog/advanced-network-customizations-for-openshift-install) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2021)** [openshift.com: OpenShift Pipelines Advanced Triggers Part 1 - Triggering Different Project Builds in the Same Repository](https://www.redhat.com/en/blog/openshift-pipelines-advanced-triggers-part-1-triggering-different-project-builds-in-the-same-repository) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [developers.redhat.com: Developing your own custom devfiles for odo 2.0](https://developers.redhat.com/blog/2021/02/12/developing-your-own-custom-devfiles-for-odo-2-0) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2021)** [vitux.com: How to speed-up an Ansible Playbook 🌟](https://vitux.com/how-to-speed-up-an-ansible-playbook) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 8 ways to speed up your Ansible playbooks](https://www.redhat.com/en/blog/faster-ansible-playbook-execution) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Demystifying Ansible for Linux sysadmins 🌟](https://www.redhat.com/en/blog/demystifying-ansible-sysadmins) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Got automation? Here's a quick guide to get you up to speed on Ansible 🌟](https://www.redhat.com/en/blog/how-start-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [dev.to: DevOps 101 : Introduction to Ansible](https://dev.to/grayhat/devops-101-introduction-to-ansible-1n64) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Quick start guide to Ansible for Linux sysadmins 🌟](https://www.redhat.com/en/blog/ansible-quick-start) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to automate system reboots using the Ansible reboot module](https://www.redhat.com/en/blog/automate-reboot-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: 5 everyday sysadmin tasks to automate with Ansible 🌟](https://opensource.com/article/21/3/ansible-sysadmin) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 4 steps to create Linux users from a csv file with Ansible](https://www.redhat.com/en/blog/ansible-create-users-csv) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 8 steps to developing an Ansible role in Linux 🌟](https://www.redhat.com/en/blog/developing-ansible-role) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to use Ansible to send an email using Gmail](https://www.redhat.com/en/blog/configure-gmail-using-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to use Ansible to configure a reverse proxy 🌟](https://www.redhat.com/en/blog/reverse-proxy-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [fedoramagazine.org: Using Ansible to configure Podman containers 🌟](https://fedoramagazine.org/using-ansible-to-configure-podman-containers) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Add a repo and install a package the Ansible way](https://www.redhat.com/en/blog/install-ansible-way) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to install software packages with an Ansible playbook](https://www.redhat.com/en/blog/software-packages-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: Introduction to RHEL System Roles 🌟](https://www.redhat.com/en/blog/introduction-rhel-system-roles) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: 6 steps to automating code pushes with Ansible Automation Platform 🌟](https://www.redhat.com/en/blog/6-code-pushes-aap) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [developers.redhat.com: Automate Red Hat JBoss Web Server deployments with Ansible](https://developers.redhat.com/articles/2021/08/30/automate-red-hat-jboss-web-server-deployments-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [opensource.com: How I keep my file folders tidy with Ansible](https://opensource.com/article/21/9/keep-folders-tidy-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [cloud.google.com: How to deploy the Google Cloud Ops Agent with Ansible](https://cloud.google.com/blog/products/operations/use-ansible-to-deploy-the-google-cloud-ops-agent) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: How to use ansible with S3 – Ansible aws_s3 examples | Devops Junction](https://www.middlewareinventory.com/blog/ansible-aws_s3-example) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [techbeatly.com: Ansible for Infrastructure Provisioning in AWS | Ansible Real Life Series - youtube](https://techbeatly.com/ansible-for-infrastructure-provisioning-in-aws-ansible-real-life-series) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: Ansible List Examples – How to create and append items to List 🌟](https://www.middlewareinventory.com/blog/ansible-list-examples-how-to-create-and-append-items-to-list) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [middlewareinventory.com: Ansible Dictionary – How to create and add items to dict](https://www.middlewareinventory.com/blog/ansible-dict) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: How to create dynamic inventory files in Ansible](https://www.redhat.com/en/blog/ansible-dynamic-inventories) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [linuxtechi.com: How to Use Loops in Ansible Playbook](https://www.linuxtechi.com/how-to-use-loops-in-ansible-playbook) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [redhat.com: A brief introduction to Ansible roles for Linux system administration 🌟](https://www.redhat.com/en/blog/ansible-system-role) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2021)** [docs.gitlab.com: Install GitLab Runner on Red Hat OpenShift](https://docs.gitlab.com/runner/install/openshift.html) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [vadosware.io: Level 1 Automated K8S Deployments With GitLab CI](https://vadosware.io/post/level-one-automated-k8s-deployments-with-gitlab-ci) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [community.ops.io: CI CD 101 with GitLab](https://community.ops.io/jatin/ci-cd-101-with-gitlab-4pol) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [adamtheautomator.com: How to Manage GitHub Actions Environment Variables and Secrets](https://adamtheautomator.com/github-actions-environment-variables) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Extending GitOps to reliability-as-code with GitHub and StackPulse](https://github.blog/enterprise-software/devops/extending-gitops-to-reliability-as-code-with-github-and-stackpulse) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: Build & Ship: GitHub Container Registry & Kubernetes](https://itnext.io/build-ship-github-container-registry-kubernetes-aa06029b3f21) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How to build a CI/CD pipeline with GitHub Actions in four simple steps](https://github.blog/enterprise-software/ci-cd/build-ci-cd-pipeline-github-actions-four-steps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: How to start using reusable workflows with GitHub Actions](https://github.blog/developer-skills/github/using-reusable-workflows-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [blog.codecentric.de: Stop re-writing pipelines! Why GitHub Actions drive the future of CI/CD](https://www.codecentric.de/en/knowledge-hub/blog/github-actions-nextgen-cicd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions: Improvements to GitHub Actions starter experience](https://github.blog/changelog/2021-12-17-github-actions-improvements-to-github-actions-starter-experience) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Implementing least privilege for secrets in GitHub Actions](https://github.blog/security/application-security/implementing-least-privilege-for-secrets-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: GitHub Actions: Control permissions for GITHUB_TOKEN 🌟](https://github.blog/changelog/2021-04-20-github-actions-control-permissions-for-github_token) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Testing cloud apps with GitHub Actions and cloud-native open source tools](https://github.blog/enterprise-software/devops/devops-cloud-testing) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [vimeo.com: How to Create a CI/CD Pipeline with GitHub Actions and K8s Like a Boss](https://vimeo.com/552276182) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: GitHub Actions for Android Developers](https://itnext.io/github-actions-for-android-developers-9ae606df2bfa) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [laravel-news.com: Deploy your PHP Codebase with Ansible and GitHub Actions](https://laravel-news.com/deploy-your-php-app-with-ansible-and-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [github.blog: Container signing added to the Publish Docker Container workflow for GitHub Actions](https://github.blog/changelog/2021-12-06-container-signing-added-to-the-publish-docker-container-workflow-for-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2021)** [itnext.io: Kubernetes GitOps Tools](https://itnext.io/kubernetes-gitops-tools-cf0247eb5368) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-tools.md)*
-  - **(2021)** [dev.to/sagary2j: ELK Stack Deployment using MiniKube single node architecture](https://dev.to/sagary2j/elk-stack-deployment-using-minikube-single-node-architecture-16cl) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./monitoring.md)*
-  - **(2021)** [itnext.io: GitOpsify Cloud Infrastructure with Crossplane and Flux](https://itnext.io/gitopsify-cloud-infrastructure-with-crossplane-and-flux-d605d3043452) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./crossplane.md)*
-  - **(2021)** [opensource.com: 5 ways to process JSON data in Ansible 🌟](https://opensource.com/article/21/4/process-json-data-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [thomasthornton.cloud: Analyze your Kubernetes YAML files and Helm Charts to ensure best practices using KubeLinter in Azure DevOps Pipeline](https://thomasthornton.cloud/analyze-your-kubernetes-yaml-files-and-helm-charts-to-ensure-best-practices-using-kuberlinter-in-azure-devops-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./yaml.md)*
-  - **(2021)** [devoriales.com: AWS EKS Secret Encryption: Securing Your EKS Secrets At Rest with AWS KMS](https://devoriales.com/aws-eks-secret-encryption-securing-your-eks-secrets-at-rest-with-aws-kms) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Fluent Bit Integration in CloudWatch Container Insights for EKS](https://aws.amazon.com/blogs/containers/fluent-bit-integration-in-cloudwatch-container-insights-for-eks) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [youtube/StackSimplify: Kubernetes Deployments on AWS EKS | Amazon Elastic Kubernetes Service | Amazon EKS 🌟](https://www.youtube.com/watch?v=vZK_W-fpft0&ab_channel=StackSimplify) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Deploy Kubernetes (K8s) on Amazon AWS using mixed on-demand and spot instances 🌟](https://itnext.io/deploy-kubernetes-k8s-on-amazon-aws-using-mixed-on-demand-and-spot-instances-5440e5bece7) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Easy as one-two-three policy management with Kyverno on Amazon EKS 🌟](https://aws.amazon.com/blogs/containers/easy-as-one-two-three-policy-management-with-kyverno-on-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Kubernetes Ingress with AWS ALB Ingress Controller](https://aws.amazon.com/blogs/opensource/kubernetes-ingress-aws-alb-ingress-controller) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [thenewstack.io: Deploy Gremlin to Amazon EKS Using AWS CloudFormation](https://thenewstack.io/deploy-gremlin-to-amazon-eks-using-aws-cloudformation) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Using Prometheus Adapter to autoscale applications running on Amazon EKS](https://aws.amazon.com/blogs/mt/automated-scaling-of-applications-running-on-eks-using-custom-metric-collected-by-amazon-prometheus-using-prometheus-adapter) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Autoscaling EKS on Fargate with custom metrics](https://aws.amazon.com/blogs/containers/autoscaling-eks-on-fargate-with-custom-metrics) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [aws.amazon.com: Mount Amazon EFS file systems cross-account from Amazon EKS, and utilize AWS Organizations more effectively](https://aws.amazon.com/blogs/storage/mount-amazon-efs-file-systems-cross-account-from-amazon-eks) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [cloud.google.com: Discover and invoke services across clusters with GKE multi-cluster services](https://cloud.google.com/blog/products/containers-kubernetes/introducing-gke-multi-cluster-services) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [cloud.google.com: Announcing Spot Pods for GKE Autopilotβ€”save on fault tolerant workloads](https://cloud.google.com/blog/products/containers-kubernetes/announcing-spot-pods-for-gke-autopilot) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [kubesphere.io: Scaling a Kubernetes Cluster: One of the Best Practices for Using KubeKey](https://kubesphere.io/blogs/scale-kubernetes-cluster-using-kubekey) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: Adding Master Nodes to Achieve HA: One of the Best Practices for Using KubeKey](https://itnext.io/adding-master-nodes-to-achieve-ha-one-of-the-best-practices-for-using-kubekey-6207e94b0bdd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [tigera.io: Calico WireGuard support with Azure CNI](https://www.tigera.io/blog/calico-wireguard-support-with-azure-cni) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [itnext.io: AKS Performance: Limit Ranges](https://itnext.io/aks-performance-limit-ranges-8e18cbebe351) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./managed-kubernetes-in-public-cloud.md)*
-  - **(2021)** [containerjournal.com: Red Hat Platform Brings Kafka Closer to Kubernetes](https://cloudnativenow.com/topics/cloudnativeplatforms/red-hat-platform-brings-kafka-closer-to-kubernetes) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [developers.redhat.com: Improve your Kafka Connect builds of Debezium.](https://developers.redhat.com/articles/2021/12/06/improve-your-kafka-connect-builds-debezium) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2021)** [adamtheautomator.com: How to Deploy Postgres to Kubernetes 🌟](https://adamtheautomator.com/postgres-to-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [dev.to: Apache Druid: overview, running in Kubernetes and monitoring with Prometheus](https://dev.to/setevoy/apache-druid-overview-running-in-kubernetes-and-monitoring-with-prometheus-g5j) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2021)** [dev.to: How to monitor nginx in Kubernetes with Prometheus](https://dev.to/eckelon/how-to-monitor-nginx-in-kubernetes-with-prometheus-j5f) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [itnext.io: Hardening Monitoring: a step-by-step guide](https://itnext.io/hardening-monitoring-a-step-by-step-guide-7a18007c915) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [github.com/ruanbekker: Thanos Cluster Setup](https://github.com/ruanbekker/thanos-cluster-setup) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [thenewstack.io: Make a GitOps Workflow Using InfluxDB Templates](https://thenewstack.io/make-a-gitops-workflow-using-influxdb-templates) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [influxdata.com: Running InfluxDB 2.0 and Telegraf Using Docker](https://www.influxdata.com/blog/running-influxdb-2-0-and-telegraf-using-docker) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [opensource.com: Run Prometheus at home in a container](https://opensource.com/article/21/7/run-prometheus-home-container) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2021)** [opensource.com: Write your first CI/CD pipeline in Kubernetes with Tekton 🌟](https://opensource.com/article/21/11/cicd-pipeline-kubernetes-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [opensource.com: Dynamic scheduling of Tekton workloads using Triggers](https://opensource.com/article/21/11/kubernetes-dynamic-scheduling-tekton) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2021)** [Introducing AWS SAM Pipelines: Automatically generate deployment pipelines for serverless applications](https://aws.amazon.com/blogs/compute/introducing-aws-sam-pipelines-automatically-generate-deployment-pipelines-for-serverless-applications) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./aws-serverless.md)*
-  - **(2021)** [redhat.com: Using Podman and Docker Compose](https://www.redhat.com/en/blog/podman-docker-compose) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: From Docker Compose to Kubernetes with Podman](https://www.redhat.com/en/blog/compose-kubernetes-podman) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: Build Kubernetes pods with Podman play kube](https://www.redhat.com/en/blog/podman-play-kube-updates) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [redhat.com: How to automate Podman installation and deployment using Ansible 🌟](https://www.redhat.com/en/blog/automate-podman-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(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) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./container-managers.md)*
-  - **(2021)** [itnext.io: Event Driven Autoscaling](https://itnext.io/event-driven-autoscaling-503b5cefaa49) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2021)** [blog.crunchydata.com: Multi-Kubernetes Cluster PostgreSQL Deployments](https://www.crunchydata.com/blog/multi-kubernetes-cluster-postgresql-deployments) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Using GitOps to Self-Manage Postgres in Kubernetes 🌟](https://www.crunchydata.com/blog/gitops-postgres-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Helm, GitOps and the Postgres Operator](https://www.crunchydata.com/blog/gitops-postgres-kubernetes-helm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: PostgreSQL 14 on Kubernetes (with examples!)](https://www.crunchydata.com/blog/postgresql-14-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Deploy PostgreSQL With TLS in Kubernetes](https://www.crunchydata.com/blog/set-up-tls-for-postgresql-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Using Cert Manager to Deploy TLS for Postgres on Kubernetes](https://www.crunchydata.com/blog/using-cert-manager-to-deploy-tls-for-postgres-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Can't Resize your Postgres Kubernetes Volume? No Problem!](https://www.crunchydata.com/blog/resize-postgres-kubernetes-volume-instance-sets) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [blog.crunchydata.com: Announcing Postgres Container Apps: Easy Deploy Postgres Apps](https://www.crunchydata.com/blog/announcing-postgres-container-apps-easy-deploy-postgres-apps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Deploy High-Availability PostgreSQL Clusters on Kubernetes by Example](https://www.crunchydata.com/blog/deploy-high-availability-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [info.crunchydata.com: Using the PostgreSQL Operator with Rook Ceph Storage](https://www.crunchydata.com/blog/crunchy-postgresql-operator-with-rook-ceph-storage) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2021)** [itnext.io: Continuous GitOps, the way to do DevOps in Kubernetes 🌟](https://itnext.io/continuous-gitops-the-way-to-do-devops-in-kubernetes-896b0ea1d0fb) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [itnext.io: Managing Kubernetes Secrets Securely with GitOps (SOPS + AWS KMS + Flux)](https://itnext.io/managing-kubernetes-secrets-securely-with-gitops-b8174b4f4d30) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [about.gitlab.com: 3 Ways to approach GitOps 🌟](https://about.gitlab.com/blog/gitops-done-3-ways) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2021)** [cloud.redhat.com: Automate Your Security Practices and Policies on OpenShift With Kyverno 🌟](https://www.redhat.com/en/blog/automate-your-security-practices-and-policies-on-openshift-with-kyverno) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [aws.amazon.com: Policy-based countermeasures for Kubernetes – Part 1](https://aws.amazon.com/es/blogs/containers/policy-based-countermeasures-for-kubernetes-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [neonmirrors.net: Kubernetes Policy Comparison: OPA/Gatekeeper vs Kyverno' 🌟](https://neonmirrors.net/post/2021-02/kubernetes-policy-comparison-opa-gatekeeper-vs-kyverno) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [sesin.at: Securing Kubernetes with Kyverno: How to Protect Your Users From' Themselves by Ritesh Patel](https://www.sesin.at/2021/08/28/securing-kubernetes-with-kyverno-how-to-protect-your-users-from-themselves-by-ritesh-patel) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [dev.to: Using Kyverno To Enforce EKS Best Practices](https://dev.to/rinkiyakedad/using-kyverno-to-enforce-eks-best-practices-cad) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [squadcast.com: Kyverno - Policy Management in Kubernetes 🌟](https://www.squadcast.com/blog/kyverno-policy-management-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [dev.to: Default Kyverno Policies for OpenEBS](https://dev.to/niveditacoder/default-kyverno-policies-for-openebs-4abf) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2021)** [Devopscube.com: Setup Nexus Kubernetes 🌟](https://devopscube.com/setup-nexus-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./registries.md)*
-  - **(2021)** [piotrminkowski.com: Blue-green deployment with a database on Kubernetes 🌟](https://piotrminkowski.com/2021/02/18/blue-green-deployment-with-a-database-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./liquibase.md)*
-  - **(2021)** [dotnetcurry.com: Kubernetes for ASP.NET Core Developers – Introduction, Architecture, Hands-On](https://www.dotnetcurry.com/aspnet-core/kubernetes-for-developers) [GUIDE] [LEGACY] [YAML CONTENT] β€” *Go to [Section](./dotnet.md)*
-  - **(2020)** [Configuration as Code of Jenkins (for Kubernetes) 🌟🌟](https://github.com/figaw/configuration-as-code-jenkins-k8s) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [Kubernetes workshop in a box](https://archive.kabisa.nl/tech/k8s-workshop-in-a-box) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: Simple Canary Deployments using Kubernetes StatefulSets on OpenShift](https://www.redhat.com/en/blog/simple-canary-deployments-using-kubernetes-statefulsets-on-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [openshift.com: GitOps Using Red Hat OpenShift Pipelines (Tekton) and Red Hat Advanced Cluster Management to Deploy on Multiple Clusters 🌟](https://www.redhat.com/en/blog/gitops-using-red-hat-openshift-pipelines-tekton-and-red-hat-advanced-cluster-management-to-deploy-on-multiple-clusters) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [kailashyogeshwar.medium.com: How we implemented Reusable CI/CD Pipeline using Git and Tekton](https://kailashyogeshwar.medium.com/how-we-implemented-reusable-ci-cd-pipeline-using-git-and-tekton-503bed91975b) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [opensource.com: Build a Kubernetes Minecraft server with Ansible's Helm modules](https://opensource.com/article/20/10/kubernetes-minecraft-ansible) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: GitOps in Multicluster Environments with Anthos Config Management](https://thenewstack.io/tutorial-gitops-in-multicluster-environments-with-anthos-config-management) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Tutorial: Deploy Anthos Apps from GCP Marketplace into Amazon EKS Cluster](https://thenewstack.io/tutorial-deploy-anthos-apps-from-gcp-marketplace-into-amazon-eks-cluster) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [piotrminkowski.com: RabbitMQ Monitoring on Kubernetes](https://piotrminkowski.com/2020/09/29/rabbitmq-monitoring-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [youtube: Deploy Docker image to Kubernetes Cluster | CI-CD for Azure Kubernetes Service | Mohamed Radwan - DevOps](https://www.youtube.com/watch?v=4DUhc0MjdUc&feature=youtu.be&ab_channel=MohamedRadwan-DevOps) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [Kubernetes CKAD Example Exam Questions Practical Challenge Series](https://codeburst.io/kubernetes-ckad-weekly-challenges-overview-and-tips-7282b36a2681) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [blog.alexellis.io: A bit of Istio before tea-time](https://blog.alexellis.io/a-bit-of-istio-before-tea-time) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: From code to production with OpenShift Pipelines and Argo CD](https://developers.redhat.com/blog/2020/09/10/from-code-to-production-with-openshift-pipelines-and-argo-cd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: Building modern CI/CD workflows for serverless applications with Red Hat OpenShift Pipelines and Argo CD, Part 1](https://developers.redhat.com/blog/2020/10/01/building-modern-ci-cd-workflows-for-serverless-applications-with-red-hat-openshift-pipelines-and-argo-cd-part-1) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [developers.redhat.com: Introduction to Tekton and Argo CD for multicluster development](https://developers.redhat.com/blog/2020/09/03/introduction-to-tekton-and-argo-cd-for-multicluster-development) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [vzilla.co.uk: GitOps - Getting started with ArgoCD](https://vzilla.co.uk/vzilla-blog/gitops-getting-started-with-argocd) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [aymen-segni.com: Deploying Serverless Services on Kubernetes using Knative](https://aymen-segni.com/index.php/2020/07/22/deploying-your-serverless-services-on-kubernetes-using-knative) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [itnext.io: Deploy Argo CD with Ingress and TLS in Three Steps: No YAML Yak Shaving Required 🌟](https://itnext.io/deploy-argo-cd-with-ingress-and-tls-in-three-steps-no-yaml-yak-shaving-required-bc536d401491) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2020)** [enterprisersproject.com: Managing Kubernetes resources: 5 things to remember](https://enterprisersproject.com/article/2020/8/managing-kubernetes-resources-5-things-remember) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [returngis.net: Organizar los pods en Kubernetes usando taints y tolerations](https://www.returngis.net/2020/06/organizar-los-pods-en-kubernetes-usando-taints-y-tolerations) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2020)** [operatorhub.io/operator/quay](https://operatorhub.io/operator/quay) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [RHAMT in Github Actions](https://carlosthe19916.wordpress.com/2020/04/12/rhamt-in-github-actions) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2020)** [google.com/site/mrxpalmeiras: Ansible Cheat Sheet 🌟](https://accounts.google.com/v3/signin/identifier?continue=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&dsh=S-1707972940%3A1779029132636791&followup=https%3A%2F%2Fsites.google.com%2Fsite%2Fmrxpalmeiras%2Fansible%2Fansible-cheat-sheet&osid=1&passive=1209600&flowName=WebLiteSignIn&flowEntry=ServiceLogin&ifkv=AWa2PaujYnU1vHeNQrrR9IV_P56nGiUWnqqM_hG1PBGMZyTXDsxITg7865jvpdfY8gDYaRf3YwR5Kw) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./cheatsheets.md)*
-  - **(2020)** [blog.openshift.com: Troubleshooting OpenShift network performance with a netperf DaemonSet](https://www.redhat.com/en/blog/troubleshooting-openshift-network-performance-with-a-netperf-daemonset) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2020)** [thoughtworks.com: Modernizing your build pipelines with **Concourse CI** 🌟](https://www.thoughtworks.com/es-es/insights/blog) [LEGACY] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2020)** [developers.redhat.com: Modern web applications on OpenShift, Part 4: Openshift Pipelines](https://developers.redhat.com/blog/2020/04/27/modern-web-applications-on-openshift-part-4-openshift-pipelines) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [developers.redhat.com: OpenShift Actions: Deploy to Red Hat OpenShift directly from your GitHub repository](https://developers.redhat.com/blog/2020/02/13/openshift-actions-deploy-to-red-hat-openshift-directly-from-your-github-repository) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift-pipelines.md)*
-  - **(2020)** [GitHub's OpenAPI Spec Open-Sourced in Beta](https://www.infoq.com/news/2020/08/GitHub-open-api-spec) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./git.md)*
-  - **(2020)** [itnext.io: Database migrations on Kubernetes using Helm hooks](https://itnext.io/database-migrations-on-kubernetes-using-helm-hooks-fb80c0d97805) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./helm.md)*
-  - **(2020)** [Build a simple cloud-native change data capture pipeline](https://developers.redhat.com/blog/2020/07/02/build-a-simple-cloud-native-change-data-capture-pipeline) [COMMUNITY-TOOL] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Set up **Red Hat AMQ Streams** custom certificates on OpenShift](https://developers.redhat.com/blog/2020/04/01/set-up-red-hat-amq-streams-custom-certificates-on-openshift-update) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [Open Data Hub 0.6 brings component updates and Kubeflow architecture](https://developers.redhat.com/blog/2020/05/07/open-data-hub-0-6-brings-component-updates-and-kubeflow-architecture) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./message-queue.md)*
-  - **(2020)** [info.crunchydata.com: How to Setup PostgreSQL Monitoring in Kubernetes](https://www.crunchydata.com/blog/setup-postgresql-monitoring-in-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2020)** [blog.tomarrell.com: Kustomize: Traefik v2.2 as a Kubernetes Ingress Controller](https://blog.tomarrell.com/post/traefik_v2_on_kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./web-servers.md)*
-  - **(2020)** [devopscube.com: How to Setup Prometheus Monitoring On Kubernetes Cluster 🌟](https://devopscube.com/setup-prometheus-monitoring-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2020)** [innoq.com: Scraping a Docker swarm service with Prometheus](https://www.innoq.com/en/blog/2020/04/scraping-docker-swarm-service-instances-with-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(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) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./tekton.md)*
-  - **(2020)** [kyverno.io/policies 🌟](https://kyverno.io/policies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-security.md)*
-  - **(2020)** [partlycloudy.blog: Horizontal Autoscaling in Kubernetes #3 – KEDA](https://partlycloudy.blog/2020/05/29/horizontal-autoscaling-in-kubernetes-3-keda) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes-autoscaling.md)*
-  - **(2020)** [info.crunchydata.com: Deploy pgAdmin4 with PostgreSQL on Kubernetes](https://www.crunchydata.com/blog/deploy-pgadmin4-with-postgresql-on-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [blog.crunchydata.com: Kubernetes Pod Tolerations and Postgres Deployment Strategies 🌟](https://www.crunchydata.com/blog/kubernetes-pod-tolerations-and-postgresql-deployment-strategies) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [blog.crunchydata.com: pgBackRest Point-In-Time Recovery Using Crunchy PostgreSQL Operator](https://www.crunchydata.com/blog/pgbackrest-point-in-time-recovery-using-crunchy-postgresql-operator) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [pgAdmin 4](https://access.crunchydata.com/documentation/crunchy-postgres-containers/4.3.0/examples/administration/pgadmin4) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Scheduled PostgreSQL Backups and Retention Policies with Kubernetes](https://www.crunchydata.com/blog/schedule-postgresql-backups-and-retention-with-kubernetes) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [info.crunchydata.com: Deploying the PostgreSQL Operator on GKE](https://www.crunchydata.com/blog/install-postgres-operator-kubernetes-on-gke-ansible) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2020)** [openshift.com: From Code to Production with GitOps, Tekton and ArgoCD 🌟](https://www.redhat.com/en/blog/from-code-to-production-with-gitops) [DE FACTO STANDARD] [ENTERPRISE-STABLE] [YAML CONTENT] β€” *Go to [Section](./gitops.md)*
-  - **(2020)** [developers.redhat.com: Customizing OpenShift project creation 🌟](https://developers.redhat.com/blog/2020/02/05/customizing-openshift-project-creation) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [developers.redhat.com: Testing memory-based horizontal pod autoscaling on OpenShift 🌟](https://developers.redhat.com/blog/2020/03/19/testing-memory-based-horizontal-pod-autoscaling-on-openshift) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.md)*
-  - **(2020)** [neonmirrors.net: Exploring Kyverno: Part 3, Generation](https://neonmirrors.net/post/2020-12/exploring-kyverno-part3) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2020)** [neonmirrors.net: Exploring Kyverno: Introduction 🌟](https://neonmirrors.net/post/2020-11/exploring-kyverno-intro) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./securityascode.md)*
-  - **(2019)** [engineering.prezi.com: How to avoid global outage β€” Seamlessly migrating DaemonSet labels](https://engineering.prezi.com/intro-4727024fc2c1) [CASE STUDY] [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./kubernetes.md)*
-  - **(2019)** [redhat.com: Network traffic control for containers in Red Hat OpenShift 🌟](https://www.redhat.com/en/blog/network-traffic-control-containers-red-hat-openshift) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ocp4.md)*
-  - **(2019)** [itnext.io: Adding security layers to your App on OpenShift β€” Part 1: Deployment and TLS Ingress 🌟](https://itnext.io/adding-security-layers-to-your-app-on-openshift-part-1-deployment-and-tls-ingress-9ef752835599) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
-  - **(2019)** [Monitoring kubernetes with Prometheus](https://opensource.com/article/19/11/introduction-monitoring-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2019)** [Crunchy PostgreSQL and Openshift](https://www.redhat.com/en/blog/leveraging-the-crunchy-postgresql) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [info.crunchydata.com: An Easy Recipe for Creating a PostgreSQL Cluster with Docker Swarm](https://www.crunchydata.com/blog/an-easy-recipe-for-creating-a-postgresql-cluster-with-docker-swarm) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [ref1](https://www.redhat.com/en/blog/understanding-service-accounts-sccs) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./crunchydata.md)*
-  - **(2019)** [blog.openshift.com/: From Templates to Openshift Helm Charts](https://www.redhat.com/en/blog/from-templates-to-openshift-helm-charts) [ENTERPRISE-STABLE] [GUIDE] [YAML CONTENT] β€” *Go to [Section](./ocp3.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)** [blog.openshift.com: AWS and red hat quickstart workshop](https://www.redhat.com/en/blog/aws-and-red-hat-quickstart-workshop) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./demos.md)*
-  - **(2018)** [opensource.com: Running Jenkins builds in Openshift containers](https://opensource.com/article/18/4/running-jenkins-builds-containers) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./jenkins.md)*
-  - **(2018)** [jeffgeerling.com: Testing your Ansible roles with Molecule](https://www.jeffgeerling.com/blog/2018/testing-your-ansible-roles-molecule) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./ansible.md)*
-  - **(2018)** [purnapoudel.blogspot.com: How to Configure PostgreSQL with SSL/TLS support on Kubernetes](https://purnapoudel.blogspot.com/2018/09/how-to-configure-postgresql-with-ssl-tls-on-kubernetes.html) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./databases.md)*
-  - **(2018)** [How to use Ansible to set up system monitoring with Prometheus](https://opensource.com/article/18/3/how-use-ansible-set-system-monitoring-prometheus) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./prometheus.md)*
-  - **(2017)** [Get started with OpenShift Origin 3 and GitLab](https://about.gitlab.com/blog/get-started-with-openshift-origin-3-and-gitlab) [COMMUNITY-TOOL] [YAML CONTENT] β€” *Go to [Section](./openshift.md)*
 
+*... and 374 more resources. For the full exhaustive list, search the [V1 Historical Archive](/v1/).*
 

 
 
@@ -22071,7 +4527,7 @@
 
   - **(2023)** [dev.to/bhanufyi: Effective Terraform Variable Management in GitHub Actions](https://dev.to/bhanufyi/effective-terraform-variable-management-in-github-actions-488l) [COMMUNITY-TOOL] [GUIDE] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
   - **(2023)** [thomasthornton.cloud: Deploy Terraform using GitHub Actions to Azure](https://thomasthornton.cloud/deploy-terraform-using-github-actions-into-azure) [COMMUNITY-TOOL] [GUIDE] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
-  - **(2021)** [getbetterdevops.io: Build Docker Images Using Ansible and Packer](https://www.empowersurvivors.net) [COMMUNITY-TOOL] [YAML/HCL CONTENT] β€” *Go to [Section](./terraform.md)*
+  - **(2021)** [getbetterdevops.io: Build Docker Images Using Ansible and Packer](https://www.empowersurvivors.net) [COMMUNITY-TOOL] [YAML/HCL CONTENT] β€” *Go to [Section](./ansible.md)*
 
 
 
diff --git a/v2-docs/tekton.md b/v2-docs/tekton.md
index 3c5eeb2d..dd6a1701 100644
--- a/v2-docs/tekton.md
+++ b/v2-docs/tekton.md
@@ -23,6 +23,7 @@
     - [Custom Extensions](#custom-extensions)
     - [Demonstrations and Demos](#demonstrations-and-demos)
     - [Governance and Community](#governance-and-community)
+    - [Hybrid Integration](#hybrid-integration)
     - [OpenShift Pipelines](#openshift-pipelines)
     - [Release Analysis](#release-analysis)
     - [Tekton Pipelines](#tekton-pipelines-1)
@@ -76,6 +77,9 @@
 #### 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.
@@ -102,5 +106,5 @@
   - **(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:** [Jenkins](./jenkins.md) | [Openshift Pipelines](./openshift-pipelines.md) | [Flux](./flux.md)
+πŸ’‘ **Explore Related:** [Jenkins](./jenkins.md) | [Sonarqube](./sonarqube.md) | [Stackstorm](./stackstorm.md)
 
diff --git a/v2-docs/terraform.md b/v2-docs/terraform.md
index 4a0ed190..651ca4b7 100644
--- a/v2-docs/terraform.md
+++ b/v2-docs/terraform.md
@@ -59,14 +59,6 @@
     - [Function App](#function-app)
   - [Terraform Providers](#terraform-providers-1)
     - [IaC](#iac-3)
-1. [CICD Pipelines](#cicd-pipelines)
-  - [Terraform](#terraform)
-    - [Azure DevOps Pipelines](#azure-devops-pipelines)
-  - [Terraform Testing](#terraform-testing)
-    - [Azure DevOps](#azure-devops)
-1. [Cloud DevOps](#cloud-devops)
-  - [Infrastructure as Code](#infrastructure-as-code)
-    - [Terraform Orchestration](#terraform-orchestration)
 1. [Cloud Infrastructure](#cloud-infrastructure)
   - [AWS](#aws-1)
     - [Compute and Serverless](#compute-and-serverless)
@@ -87,9 +79,8 @@
     - [Architectural Decisions](#architectural-decisions)
     - [Educational Resources](#educational-resources)
     - [Platform Engineering](#platform-engineering)
-  - [Infrastructure as Code](#infrastructure-as-code-1)
+  - [Infrastructure as Code](#infrastructure-as-code)
     - [AWS Integrations](#aws-integrations)
-    - [Azure IPAM](#azure-ipam)
     - [Best Practices](#best-practices)
     - [CLI Utilities](#cli-utilities)
     - [Design Patterns](#design-patterns)
@@ -100,7 +91,6 @@
     - [Learning Paths](#learning-paths)
     - [Legacy Releases](#legacy-releases)
     - [Major Releases](#major-releases)
-    - [Migration Strategies](#migration-strategies)
     - [Module Development](#module-development)
     - [Module Registry](#module-registry)
     - [Official Platform](#official-platform)
@@ -110,7 +100,6 @@
     - [Schema Generation](#schema-generation)
     - [Spanish Documentation](#spanish-documentation)
     - [Tagging and Governance](#tagging-and-governance)
-    - [Terraform AVM](#terraform-avm)
     - [Terraform Practices](#terraform-practices)
     - [Testing and CICD](#testing-and-cicd)
   - [Linode](#linode)
@@ -126,7 +115,7 @@
     - [Policy as Code](#policy-as-code)
     - [Secret Management](#secret-management)
     - [Static Analysis](#static-analysis)
-  - [Terraform](#terraform-1)
+  - [Terraform](#terraform)
     - [CICD Integration](#cicd-integration)
     - [Kubernetes Operators](#kubernetes-operators)
   - [Virtualization and Compute](#virtualization-and-compute)
@@ -149,20 +138,15 @@
   - [Databricks](#databricks)
     - [Infrastructure Provisioning](#infrastructure-provisioning)
 1. [DevOps](#devops-1)
-  - [Infrastructure as Code](#infrastructure-as-code-2)
+  - [Infrastructure as Code](#infrastructure-as-code-1)
     - [AI Integration](#ai-integration)
     - [Pulumi](#pulumi)
-    - [Terraform](#terraform-2)
-      - [Secrets](#secrets)
-1. [FinOps and Cloud Cost](#finops-and-cloud-cost)
-  - [IaC FinOps](#iac-finops)
-    - [Terraform Integration](#terraform-integration)
 1. [Infrastructure](#infrastructure)
   - [Cloud Computing](#cloud-computing)
     - [Architectural Knowledge Base](#architectural-knowledge-base)
   - [Cluster Provisioning](#cluster-provisioning-1)
     - [Bare Metal](#bare-metal)
-  - [Infrastructure as Code](#infrastructure-as-code-3)
+  - [Infrastructure as Code](#infrastructure-as-code-2)
     - [Newsletters](#newsletters)
     - [Terraform Basics](#terraform-basics)
     - [Terraform Learning](#terraform-learning)
@@ -171,7 +155,7 @@
     - [Packer](#packer)
     - [Packer and Ansible Guide](#packer-and-ansible-guide)
     - [Packer Documentation](#packer-documentation)
-1. [Infrastructure as Code](#infrastructure-as-code-4)
+1. [Infrastructure as Code](#infrastructure-as-code-3)
   - [AWS](#aws-2)
     - [Arch Study](#arch-study)
     - [CI-CD Pipelines](#ci-cd-pipelines)
@@ -180,13 +164,11 @@
     - [Terraform Modules](#terraform-modules)
   - [Abstractions](#abstractions)
     - [Legacy Platforms](#legacy-platforms)
-  - [Ansible](#ansible)
-    - [Image Provisioning](#image-provisioning)
   - [Azure](#azure-2)
     - [Identity](#identity)
     - [Networking](#networking-4)
     - [Templates](#templates)
-  - [Azure DevOps](#azure-devops-1)
+  - [Azure DevOps](#azure-devops)
     - [Modules](#modules)
     - [Providers](#providers-1)
     - [Troubleshooting](#troubleshooting)
@@ -258,9 +240,6 @@
   - [Kubernetes Integration](#kubernetes-integration)
     - [GitOps and Provisioning](#gitops-and-provisioning)
     - [Hyper-Converged Infrastructure](#hyper-converged-infrastructure)
-  - [Landing Zones](#landing-zones)
-    - [Accelerators](#accelerators)
-    - [Azure Verified Modules](#azure-verified-modules)
   - [Languages](#languages)
     - [Syntax Engines](#syntax-engines)
   - [Multi-Tooling](#multi-tooling)
@@ -293,13 +272,12 @@
     - [CDKTF](#cdktf)
   - [State Management](#state-management-1)
     - [Providers](#providers-4)
-  - [Terraform](#terraform-3)
+  - [Terraform](#terraform-1)
     - [AWS Integration](#aws-integration)
     - [Adoption Principles](#adoption-principles)
     - [Advanced Orchestration](#advanced-orchestration)
     - [Azure Integration](#azure-integration-1)
     - [Azure Modules](#azure-modules)
-    - [Azure Verified Modules](#azure-verified-modules-1)
     - [Best Practices](#best-practices-3)
     - [CDK and Alternative Languages](#cdk-and-alternative-languages)
     - [CICD and Linting](#cicd-and-linting-1)
@@ -310,13 +288,11 @@
     - [Dynamic Configuration](#dynamic-configuration)
     - [EKS Deployment](#eks-deployment)
     - [Ecosystem Evolution](#ecosystem-evolution)
-    - [Export Utility](#export-utility)
     - [Integrations](#integrations)
     - [Lifecycle Hooks](#lifecycle-hooks)
     - [Migration and Import](#migration-and-import)
     - [Modules](#modules-2)
     - [Observability and Security](#observability-and-security-1)
-    - [Official Integration](#official-integration-1)
     - [Pre-flight Verification](#pre-flight-verification)
     - [Project Structure](#project-structure)
     - [Refactoring and State Manipulation](#refactoring-and-state-manipulation)
@@ -333,11 +309,10 @@
   - [Terraform Modules](#terraform-modules-1)
     - [Advanced Best Practices](#advanced-best-practices)
     - [Development](#development)
-    - [IPAM](#ipam)
-  - [Terraform Orchestration](#terraform-orchestration-1)
+  - [Terraform Orchestration](#terraform-orchestration)
     - [Monorepo Management](#monorepo-management)
   - [Terraform Providers](#terraform-providers-2)
-    - [Azure IPAM](#azure-ipam-1)
+    - [Azure IPAM](#azure-ipam)
   - [User Interfaces](#user-interfaces)
     - [TUI Engines](#tui-engines)
   - [Visualization](#visualization)
@@ -371,7 +346,7 @@
 1. [Serverless Architecture](#serverless-architecture)
   - [AWS Lambda](#aws-lambda)
     - [API Gateway](#api-gateway)
-    - [Infrastructure as Code](#infrastructure-as-code-5)
+    - [Infrastructure as Code](#infrastructure-as-code-4)
 
 ## AWS
 
@@ -405,13 +380,18 @@
 #### General Reference
 
   - [Terraform Provider for Google Cloud 7.0 is now GA](https://www.hashicorp.com/en/blog/terraform-provider-for-google-cloud-7-0-is-now-ga)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform Provider for Google Cloud 7.0 is now GA in the Kubernetes Tools ecosystem.
-  - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 in the Kubernetes Tools ecosystem.
   - [hashicorp.com: HashiCorp Teams with AWS on New Control Tower Account Factory' for Terraform](https://www.hashicorp.com/blog/hashicorp-teams-with-aws-on-new-control-tower-account-factory-for-terraform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Teams with AWS on New Control Tower Account Factory' for Terraform in the Kubernetes Tools ecosystem.
+  - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform for Standardizing AWS Deployments in the Kubernetes Tools ecosystem.
+  - [Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code](https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in the Kubernetes Tools ecosystem.
+  - [hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault](https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault== in the Kubernetes Tools ecosystem.
   - [fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS](https://fsgeorgee.medium.com/growing-out-of-heroku-to-terraform-docker-and-aws-69e66df4132d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering fsgeorgee.medium.com: Growing out of Heroku to Terraform, Docker and AWS in the Kubernetes Tools ecosystem.
+  - [hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟](https://www.hashicorp.com/blog/hashicorp-learning-resources-reference-guide)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: HashiCorp Learning Resources Reference Guide 🌟 in the Kubernetes Tools ecosystem.
+  - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem.
+  - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem.
+  - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem.
   - [cloud.hashicorp.com: HashiCorp Cloud](https://cloud.hashicorp.com)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering cloud.hashicorp.com: HashiCorp Cloud in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Multi-Region Replication Now Available with HCP Vault](https://www.hashicorp.com/blog/multi-region-replication-now-available-with-hcp-vault)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Multi-Region Replication Now Available with HCP Vault in the Kubernetes Tools ecosystem.
   - [levelup.gitconnected.com: Continuous Integration and Continuous Deployment' with Terraform Cloud](https://levelup.gitconnected.com/continuous-integration-continuous-deployment-with-terraform-cloud-ad384f29d7a0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering levelup.gitconnected.com: Continuous Integration and Continuous Deployment' with Terraform Cloud in the Kubernetes Tools ecosystem.
-  - [Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support](https://t.co/C6uicr7ZPS)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform 1.15: Flexible Module Management, Deprecation Warnings, and Windows' ARM64 Support in the Kubernetes Tools ecosystem.
   - [medium.com: Why should Terraform be one of your DevOps tools?](https://medium.com/devopslinks/why-should-terraform-be-one-of-your-devops-tools-29ae15861b1f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com: Why should Terraform be one of your DevOps tools? in the Kubernetes Tools ecosystem.
   - [udemy.com: Learn DevOps: Infrastructure Automation With Terraform](https://www.udemy.com/learn-devops-infrastructure-automation-with-terraform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering udemy.com: Learn DevOps: Infrastructure Automation With Terraform in the Kubernetes Tools ecosystem.
   - [medium: AWS API Gateway](https://medium.com/@hashiroulap/terraform-aws-api-gateway-6d86a010f359)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: AWS API Gateway in the Kubernetes Tools ecosystem.
@@ -509,7 +489,6 @@
   - [medium.com/@dmglascoe: Deploying IAM Users and S3 Buckets using Boto3' and Terraform](https://medium.com/@dmglascoe/deploying-iam-users-and-s3-buckets-using-boto3-and-terraform-71ec04b2e14b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@dmglascoe: ==Deploying IAM Users and S3 Buckets using Boto3' and Terraform== in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Terraform Practices: The Good, the Bad, and the Ugly](https://www.hashicorp.com/resources/terraform-practices-the-good-the-bad-and-the-ugly)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Terraform Practices: The Good, the Bad, and the Ugly in the Kubernetes Tools ecosystem.
   - [A Guide to Cloud Cost Optimization with HashiCorp Terraform 🌟](https://www.hashicorp.com/blog/a-guide-to-cloud-cost-optimization-with-hashicorp-terraform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering A Guide to Cloud Cost Optimization with HashiCorp Terraform 🌟 in the Kubernetes Tools ecosystem.
-  - [Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead](https://t.co/y414rbxM7l)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Scale with Confidence Using Terraform: Better Cost Visibility, Stronger' Governance, and Less Operational Overhead in the Kubernetes Tools ecosystem.
   - [bridgecrew.io: Terraform security 101: Best practices for secure infrastructure' as code 🌟](https://bridgecrew.io/blog/terraform-security-101-best-practices-for-secure-infrastructure-as-code)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==bridgecrew.io: Terraform security 101: Best practices for secure infrastructure' as code== 🌟 in the Kubernetes Tools ecosystem.
   - [medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform](https://medium.com/@ranjana-jha/infrastructure-as-a-code-best-practices-terraform-d7ae4291d621)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@ranjana-jha: Infrastructure as a code best practices : Terraform in the Kubernetes Tools ecosystem.
   - [sairamkrish.medium.com: Terraform β€” Best practices and project setup](https://sairamkrish.medium.com/terraform-best-practices-and-project-setup-1772ad04cf5e)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering sairamkrish.medium.com: Terraform β€” Best practices and project setup in the Kubernetes Tools ecosystem.
@@ -523,8 +502,6 @@
   - [hashicorp.com: Announcing Support for Code Signing for AWS Lambda in the' Terraform AWS Provider](https://www.hashicorp.com/blog/announcing-support-for-aws-lambda-code-signing-in-the-terraform-aws-provider)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Announcing Support for Code Signing for AWS Lambda in the' Terraform AWS Provider in the Kubernetes Tools ecosystem.
   - [medium.com/devops-mojo: Terraform β€” Workspaces Overview 🌟](https://medium.com/devops-mojo/terraform-workspaces-overview-what-is-terraform-workspace-introduction-getting-started-519848392724)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==medium.com/devops-mojo: Terraform β€” Workspaces Overview== 🌟 in the Kubernetes Tools ecosystem.
   - [awesomeopensource.com: Terraform Aws Multi Az Subnets](https://awesomeopensource.com/project/cloudposse/terraform-aws-multi-az-subnets)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awesomeopensource.com: Terraform Aws Multi Az Subnets in the Kubernetes Tools ecosystem.
-  - [Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code](https://medium.com/@codebob75/application-network-security-in-azure-subnets-endpoints-dns-nsgs-with-terraform-code-0bcabdb3a65b)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Application Network Security in Azure Subnets, Endpoints, DNS, NSGs with Terraform Code in the Kubernetes Tools ecosystem.
-  - [The Maester - Terraform Module](https://cloudtips.nl/the-maester-terraform-module-8c68b2b68c51)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering The Maester - Terraform Module in the Kubernetes Tools ecosystem.
   - [hashicorp.com: New Terraform Tutorials on Provisioning and Managing Kubernetes' Clusters 🌟](https://www.hashicorp.com/blog/new-terraform-tutorials-on-provisioning-and-managing-kubernetes-clusters)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: New Terraform Tutorials on Provisioning and Managing Kubernetes' Clusters 🌟 in the Kubernetes Tools ecosystem.
   - [Deploying and Managing a Minimal App in a Kubernetes Cluster with Terraform and Ansible](https://www.hashicorp.com/resources/deploying-managing-minimal-app-kubernetes-cluster-terraform-ansible)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Deploying and Managing a Minimal App in a Kubernetes Cluster with Terraform and Ansible in the Kubernetes Tools ecosystem.
   - [Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform](https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform in the Kubernetes Tools ecosystem.
@@ -540,7 +517,6 @@
   - [medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform' πŸš€](https://medium.com/@tarikucar/getting-started-with-google-cloud-storage-with-terraform-dfb26d85e2dd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@tarikucar: Getting started with Google Cloud Storage with Terraform' πŸš€ in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Access Google Cloud from HCP Terraform with workload identity](https://www.hashicorp.com/blog/access-google-cloud-from-hcp-terraform-with-workload-identity)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Access Google Cloud from HCP Terraform with workload identity in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Terraform Adds Support for GKE Autopilot](https://www.hashicorp.com/blog/terraform-adds-support-for-gke-autopilot)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Terraform Adds Support for GKE Autopilot in the Kubernetes Tools ecosystem.
-  - [Terraform for Standardizing AWS Deployments](https://t.co/5E4FLUyh98)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Terraform for Standardizing AWS Deployments in the Kubernetes Tools ecosystem.
   - [Dzone: terraform with AWS](https://dzone.com/articles/terraform-with-aws)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: terraform with AWS in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Terraforming RDS: What Instacart Learned Managing Over 50' AWS RDS PostgreSQL Instances with Terraform](https://www.hashicorp.com/resources/terraform-what-instacart-learned-managing-over-50-aws-rds-postgresql-instances)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Terraforming RDS: What Instacart Learned Managing Over 50' AWS RDS PostgreSQL Instances with Terraform in the Kubernetes Tools ecosystem.
   - [Dzone: how to deploy apps effortlessly with **packer and terraform**](https://dzone.com/articles/how-to-deploy-apps-effortlessly-with-packer-and-te)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: how to deploy apps effortlessly with **packer and terraform** in the Kubernetes Tools ecosystem.
@@ -577,7 +553,6 @@
   - [medium: Using Terraform with Azure β€” the right way](https://medium.com/01001101/using-terraform-with-azure-the-right-way-35af3b51a6b0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Using Terraform with Azure β€” the right way in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Configuring Azure Application Gateway with Consul-Terraform-Sync](https://www.hashicorp.com/blog/configuring-azure-application-gateway-with-consul-terraform-sync)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Configuring Azure Application Gateway with Consul-Terraform-Sync in the Kubernetes Tools ecosystem.
   - [hashicorp.com: Building a secure Azure reference architecture with Terraform](https://www.hashicorp.com/blog/building-a-secure-azure-reference-architecture-with-terraform)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering hashicorp.com: Building a secure Azure reference architecture with Terraform in the Kubernetes Tools ecosystem.
-  - [hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault](https://www.hashicorp.com/blog/build-secure-ai-applications-on-azure-with-hashicorp-terraform-and-vault)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==hashicorp.com: Build secure AI applications on Azure with HashiCorp Terraform' and Vault== in the Kubernetes Tools ecosystem.
   - [awstip.com: Deploying Azure Infrastructure with Terraform](https://awstip.com/deploying-azure-infrastructure-with-terraform-e34046c65d0f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering awstip.com: Deploying Azure Infrastructure with Terraform in the Kubernetes Tools ecosystem.
   - [faun.pub: Azure DevOps: Deploying Azure Resources using Terraform](https://faun.pub/azure-devops-deploying-azure-resources-using-terraform-1f2fe46c6aa0)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering faun.pub: Azure DevOps: Deploying Azure Resources using Terraform in the Kubernetes Tools ecosystem.
   - [ibrahims.medium.com: Azure Terraform Pipeline β€” DevOps](https://ibrahims.medium.com/azure-terraform-pipeline-devops-b57005a37936)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ibrahims.medium.com: Azure Terraform Pipeline β€” DevOps in the Kubernetes Tools ecosystem.
@@ -722,25 +697,6 @@
 #### IaC (3)
 
   - **(2024)** [==registry.terraform.io: Terraform Azure Resources 🌟==](https://registry.terraform.io/modules/azurerm/resources/azure/latest) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Official HashiCorp documentation registry detailing resource definitions and configuration syntax for the AzureRM provider. It acts as the definitive engineering blueprint for implementing cloud infrastructure, handling resource management, lifecycle controls, and API calls across the Azure cloud environment.
-## CICD Pipelines
-
-### Terraform
-
-#### Azure DevOps Pipelines
-
-  - **(2025)** [Azure DevOps Terraform Pipeline (Complete Guide + YAML Examples)](https://deniscooper.co.uk/azure-devops-terraform-pipeline) [YAML CONTENT]  [COMMUNITY-TOOL] β€” A comprehensive configuration guide showing how to set up robust, multi-stage YAML pipelines in Azure DevOps for Terraform configurations. Solves remote backend locking and authentication hurdles.
-### Terraform Testing
-
-#### Azure DevOps
-
-  - **(2025)** [Automate Terraform Testing with Azure DevOps Pipelines](https://skundunotes.com/2025/01/22/automate-terraform-testing-with-azure-devops-pipelines) [YAML CONTENT]  [COMMUNITY-TOOL] β€” Detailed technical blueprint demonstrating the integration of automated security verification and configuration syntax checks inside Azure DevOps release steps for HashiCorp Terraform.
-## Cloud DevOps
-
-### Infrastructure as Code
-
-#### Terraform Orchestration
-
-  - **(2022)** [thomasthornton.cloud: Deploy Terraform using Azure DevOps](https://thomasthornton.cloud/deploy-terraform-using-azure-devops) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A guide on orchestrating Terraform plan and apply commands using Azure DevOps YAML pipelines. While curator insights center on simple task execution and state file security, 2026 enterprise engineering standards require using OpenID Connect (OIDC) Workload Identity instead of hardcoded client secrets to run automated deployments.
 ## Cloud Infrastructure
 
 ### AWS (1)
@@ -830,14 +786,11 @@
 #### Platform Engineering
 
   - **(2022)** [hub.qovery.com: Terraform is Not the Golden Hammer](https://www.qovery.com/docs/getting-started/introduction)  [CASE STUDY] [COMMUNITY-TOOL] β€” An analytical critique from Qovery discussing the boundaries of Terraform. Argues that while it is exceptional for static cloud resource layout, it remains ill-suited for real-time application deployment layers and dynamic developer self-service tasks.
-### Infrastructure as Code (1)
+### Infrastructure as Code
 
 #### AWS Integrations
 
   - **(2021)** [trek10.com: Beginner's Guide to Using Terraform with AWS 🌟](https://caylent.com/blog/beginners-guide-to-using-terraform-with-aws)  [COMMUNITY-TOOL] [GUIDE] β€” A practical, step-by-step introduction to establishing your first AWS configurations using Terraform. Covers authenticating to AWS providers, configuring remote S3 state backends, and provisioning modular VPCs.
-#### Azure IPAM
-
-  - **(2025)** [Manage Azure IPAM with Terraform](https://mattias.engineer/blog/2025/azure-ipam-with-terraform) [TERRAFORM CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” A comprehensive guide to automating Azure IP Address Management (IPAM) using Terraform. It outlines strategies for programmatic subnet delegation, non-overlapping address space allocation, and enterprise-wide IP tracking to prevent resource collision in complex hub-and-spoke virtual architectures.
 #### Best Practices
 
   - **(2025)** [terraform-best-practices.com 🌟](https://www.terraform-best-practices.com)  [COMMUNITY-TOOL] β€” The comprehensive industry reference manual outlining community-validated coding styles, state file segmenting strategies, remote locking configurations, and automated enterprise pipeline architectures.
@@ -871,9 +824,6 @@
 
   - **(2021)** [acloudguru.com: What does the Terraform 1.0 release mean for you?](https://acloudguru.com/blog/engineering/what-does-the-terraform-1-0-release-mean-for-you)  [COMMUNITY-TOOL] β€” Details the watershed release of Terraform 1.0. This release established long-term API stability, backward compatibility guarantees, and highly optimized upgrade lifecycles, cementing its status as an enterprise-grade staple.
   - **(2021)** [thenewstack.io: Terraform 1.0 Reflects What HashiCorp Has Learned About Infrastructure-as-Code](https://thenewstack.io/terraform-1-0-reflects-what-hashicorp-has-learned-about-infrastructure-as-code)  [COMMUNITY-TOOL] β€” An executive retrospection of the lessons that shaped the landmark Terraform 1.0 milestone. Highlights improvements in state file handling, custom provider interfaces, and the maturation of HCL syntax semantics.
-#### Migration Strategies
-
-  - **(2026)** [The Definitive Guide to Importing Your Cloud Resources into IaC](https://blog.cloudgeni.ai/the-definitive-guide-to-importing-your-cloud-resources-into-iac) [NONE CONTENT]  [COMMUNITY-TOOL] β€” A detailed technical review addressing drift reconciliation when converting untracked click-ops clouds into declarative state files. Reviews native state import commands and toolkits that automate resource generation.
 #### Module Development
 
   - **(2022)** [acloudguru.com: How to use Terraform outputs and inputs](https://www.pluralsight.com/resources/blog/cloud/how-to-use-terraform-inputs-and-outputs)  [COMMUNITY-TOOL] [GUIDE] β€” A fundamental guide to module parameterization. Clarifies how to construct flexible, highly reusable modules using input variables (with strict validation rules) and export modular properties via standard outputs.
@@ -902,9 +852,6 @@
 
   - **(2024)** [learn.hashicorp.com: Configure Default Tags for AWS Resources 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/aws-default-tags)  [COMMUNITY-TOOL] [GUIDE] β€” Demonstrates how to configure centralized tagging profiles directly inside the AWS provider block. Enables developers to inherit unified organizational compliance tags automatically across all provisioned AWS cloud assets.
   - **(2020)** [env0.com: We’re Opensourcing Terratag to Make Multicloud Resource Tagging Easier](https://www.env0.com/blog/were-opensourcing-terratag-to-make-multicloud-resource-tagging-easier)  [COMMUNITY-TOOL] β€” Introduction to Terratag, an open-source CLI tool designed to automatically inject standard tagging and metadata into all Terraform resources before planning/applying. Crucial for establishing centralized cost allocation and organization-wide governance.
-#### Terraform AVM
-
-  - **(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) [TERRAFORM CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Details the application of Azure Verified Modules specifically optimized for Terraform configurations. Demonstrates how to write scalable HCL blocks backed by Microsoft-maintained definitions, matching enterprise governance standards.
 #### 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.
@@ -945,7 +892,7 @@
 #### Static Analysis
 
   - **(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€” Highlights the cybersecurity risks introduced by copying untrusted community-designed modules. Emphasizes the imperative for dev teams to perform automated static analysis and linting (e.g., using Checkov) in CI/CD pipelines to catch vulnerabilities pre-deployment.
-### Terraform (1)
+### Terraform
 
 #### CICD Integration
 
@@ -1008,7 +955,7 @@
   - **(2020)** [Announcing Databricks Labs Terraform integration on AWS and Azure](https://www.databricks.com/blog/2020/09/11/announcing-databricks-labs-terraform-integration-on-aws-and-azure.html) [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Announcement of the official integration allowing teams to provision Databricks workspaces, clusters, and notebook assets declaratively. Streamlines the delivery of automated data pipelines and data lakehouses within cloud-native platforms.
 ## DevOps (1)
 
-### Infrastructure as Code (2)
+### Infrastructure as Code (1)
 
 #### AI Integration
 
@@ -1016,18 +963,6 @@
 #### 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 (2)
-
-##### Secrets
-
-  - **(2025)** [Ephemeral Values in Terraform](https://nedinthecloud.com/2025/07/01/ephemeral-values-in-terraform) [HCL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Explains the design and execution mechanics of Ephemeral Values introduced in modern Terraform releases. Discusses preventing credential leakages by keeping sensitive short-lived resources completely out of persistent state logs.
-## FinOps and Cloud Cost
-
-### IaC FinOps
-
-#### Terraform Integration
-
-  - **(2024)** [==InfraCost + Terraform PRs: Making Cost Awareness Effortless==](https://www.linkedin.com/pulse/infracost-terraform-prs-making-cost-awareness-martin-jackson-a6sge) 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Demonstrates how to integrate Infracost into GitHub Pull Requests to inspect infrastructure cost differences before deployment. Evaluates how shift-left practices can prevent unexpected spend increases by highlighting charges directly in developer workflows.
 ## Infrastructure
 
 ### Cloud Computing
@@ -1040,7 +975,7 @@
 #### Bare Metal
 
   - **(2026)** [==poseidon/typhoon==](https://github.com/poseidon/typhoon) ⭐ 2044  [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Typhoon is a minimalist, secure, and performant bare-metal and multi-cloud Kubernetes distribution built entirely with Terraform. It bootstraps standard, upstream CNCF-compliant Kubernetes onto Flatcar Container Linux (and historically CoreOS), providing an excellent reference model for git-driven infrastructure without vendor lock-in.
-### Infrastructure as Code (3)
+### Infrastructure as Code (2)
 
 #### Newsletters
 
@@ -1065,7 +1000,7 @@
 #### Packer Documentation
 
   - **(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)
+## Infrastructure as Code (3)
 
 ### AWS (2)
 
@@ -1089,11 +1024,6 @@
 #### Legacy Platforms
 
   - **(2023)** [run-x/opta: Opta - Supercharge DevOps on any cloud](https://github.com/run-x/opta) ⭐ 912  [PYTHON CONTENT] 🌟🌟 [LEGACY] β€” Opta is an archived high-level declarative infrastructure platform that abstracted low-level Terraform details into service-centric YAML layouts. While it successfully simplified multi-cloud container orchestration, the project has been officially archived. Current platform engineering teams should look to modern modular structures like Terramate or native OpenTofu/Terraform configurations.
-### Ansible
-
-#### Image Provisioning
-
-  - **(2021)** [getbetterdevops.io: Build Docker Images Using Ansible and Packer](https://www.empowersurvivors.net) [YAML/HCL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Technical blueprint demonstrating how to integrate Ansible playbooks as provisioning engines inside HashiCorp Packer build runs. Outlines processes to construct audited, standardized, and security-hardened Docker images.
 ### Azure (2)
 
 #### Identity
@@ -1105,7 +1035,7 @@
 #### Templates
 
   - **(2022)** [github.com/amitmavgupta/azure-terraform](https://github.com/amitmavgupta/azure-terraform) ⭐ 29  [HCL CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A centralized repository of common Azure resource templates compiled using Terraform. Serves as a useful playground for setting up App Services, Cosmos DB, and Virtual Networks.
-### Azure DevOps (1)
+### Azure DevOps
 
 #### Modules
 
@@ -1316,15 +1246,6 @@
 #### Hyper-Converged Infrastructure
 
   - **(2023)** [**thenewstack.io: Better Together: Hyper-Converged Kubernetes with Terraform**](https://thenewstack.io/better-together-hyper-converged-kubernetes-with-terraform) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Investigates the architectural patterns of provisioning and managing hyper-converged Kubernetes environments using Terraform. Demonstrates how unified HCL pipelines can coordinate both the physical or virtual computing fabric and the logical Kubernetes control plane. Live grounding emphasizes that this hybrid orchestration layer improves operational consistency across multi-cloud topologies.
-### Landing Zones
-
-#### Accelerators
-
-  - **(2026)** [Azure Landing Zone IaC Accelerator Release Notes](https://azure.github.io/Azure-Landing-Zones/accelerator/accelerator-release-notes) [NONE CONTENT] [ADVANCED LEVEL] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” The official release ledger tracking enhancements, bug fixes, and feature updates for the Azure Landing Zones IaC Accelerator. Essential for platform engineering teams to maintain up-to-date, compliant architectures using official Terraform or Bicep modules. It keeps organizations informed on modern security baseline integrations and multi-tenant tooling enhancements.
-  - **(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) [BICEP CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” GA announcement of the official Bicep and Terraform accelerators designed for deploying Azure Landing Zones (ALZ). These accelerators provide enterprise developers with template-driven deployment mechanisms for core platform hubs and spokes, reducing manual deployment errors and accelerating migration timelines.
-#### Azure Verified Modules
-
-  - **(2026)** [Enterprise-Scale Azure Subscription Vending Using Azure Verified Modules (AVM)](https://techcommunity.microsoft.com/blog/azureinfrastructureblog/enterprise%e2%80%91scale-azure-subscription-vending-using-azure-verified-modules-avm/4507751) [NONE CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Demonstrates enterprise subscription vending architectures powered by Azure Verified Modules (AVM). This automated design leverages Terraform and Bicep to standardize resource organization, virtual network integration, and governance controls. Architects use subscription vending to scale and provision environments reliably in multi-tenant frameworks.
 ### Languages
 
 #### Syntax Engines
@@ -1413,7 +1334,7 @@
 #### 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 (3)
+### Terraform (1)
 
 #### AWS Integration
 
@@ -1449,9 +1370,6 @@
 #### Azure Modules
 
   - **(2023)** [**thomasthornton.cloud: Writing reusable Terraform modules (azure)**](https://thomasthornton.cloud/writing-reusable-terraform-modules) 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Advanced extension of writing reusable modules for Azure. Emphasizes maintaining backward compatibility, configuring strict semantic versioning tags in private registries, and automating modular state tests.
-#### Azure Verified Modules (1)
-
-  - **(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) [TERRAFORM CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Details the general availability of Terraform-based Azure Verified Modules (AVM) for constructing platform landing zones. These modules offer verified, highly robust IaC templates that align with Microsoft's official structural guidelines. This release significantly reduces the development overhead required to build enterprise platform hubs.
 #### Best Practices (3)
 
   - **(2024)** [masterpoint.io: Three Terraform Use-cases You Need to Start Implementing](https://masterpoint.io/blog/terraform-use-cases) [HCL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Presents three advanced structural paradigms: multi-region dynamic workspace state querying, native mock-testing checks, and programmatic policy validation integration. Demonstrates production patterns that decoupled dependencies and enforce safe execution boundaries.
@@ -1489,9 +1407,6 @@
 #### Ecosystem Evolution
 
   - **(2024)** [**devops.com: Building on Terraform: Evolution, not Revolution**](https://devops.com/building-on-terraform-evolution-not-revolution) [HCL CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” Explores the continuous evolution of HashiCorp Terraform and OpenTofu within the enterprise IaC landscape. Highlights how organizational adoption patterns have shifted from manual HCL execution to structured platform engineering paradigms. While the source stresses steady progress, live grounding demonstrates that license changes (BSL) have spurred a parallel, stable ecosystem under the Linux Foundation (OpenTofu).
-#### Export Utility
-
-  - **(2025)** [Export Terraform Code from the Azure Portal](https://mattias.engineer/blog/2025/azure-portal-export-terraform) [NONE CONTENT]  [LEGACY] β€” A practical exploration of the Azure Portal's feature for exporting active cloud resource configurations directly into functional HashiCorp Terraform modules. Decreases setup friction for legacy system migrations.
 #### Integrations
 
   - **(2023)** [youtube HashiCorp: Telemetry transformed: Terraforming Grafana for next-gen dashboards](https://www.youtube.com/watch?v=qGdGMnQ83SA) [HCL CONTENT]  [COMMUNITY-TOOL] β€” A technical video walkthrough showing how to manage and deploy dashboards, alert limits, and data sources in Grafana as code. Integrates monitoring directly alongside the lifecycle of target environments.
@@ -1507,10 +1422,6 @@
 #### Observability and Security (1)
 
   - **(2023)** [overmind.tech: Is Observability relevant for Terraform?](https://overmind.tech/blog/is-observability-relevant-for-terraform) [HCL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [COMMUNITY-TOOL] β€” Explores the convergence of systems observability and infrastructure-as-code deployments. Focuses on tracing how execution plans, resource dependencies, and actual run-time failures map visually to simplify debugging for DevOps teams. Live grounding highlights that real-time observation of state transitions significantly reduces mean-time-to-resolution (MTTR) when rolling back failed changes.
-#### Official Integration (1)
-
-  - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/AzureToolsBlog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [NONE CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” Official announcement detailing native preview features to export existing Azure assets into declarative Terraform code blocks directly inside the portal interface. Eliminates reliance on custom parsing tools.
-  - **(2025)** [Announcing Public Preview of Terraform Export from the Azure Portal](https://techcommunity.microsoft.com/blog/azuretoolsblog/announcing-public-preview-of-terraform-export-from-the-azure-portal/4409889) [NONE CONTENT] [DOCUMENTATION]  [LEGACY] β€” Secondary portal-integration documentation describing technical setups for exporting active resource configurations. Focuses on producing clean, modular Terraform files from complex legacy environments.
 #### Pre-flight Verification
 
   - **(2021)** [github.com/jamesw4/confirm-tfvars](https://github.com/jamesw4/confirm-tfvars) [GO CONTENT]  [COMMUNITY-TOOL] β€” confirm-tfvars acts as a tactical CLI guardrail that intercepts execution workflows to verify designated variables inside active tfvars files before applying. It serves as an architectural firewall during production execution runs, reducing the risk of human-error configurations causing cascading resource destruction.
@@ -1580,17 +1491,14 @@
 #### Development
 
   - **(2022)** [digitalocean.com: How To Build a Custom Terraform Module](https://www.digitalocean.com/community/tutorials/how-to-build-a-custom-terraform-module) [HCL CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” An educational workflow outlining step-by-step module construction in Terraform. Details module inputs, outputs, structure conventions, and guidelines for publishing modules to external registries.
-#### IPAM
-
-  - **(2025)** [Terraform Azure Resource IPAM Module](https://registry.terraform.io/modules/hlokensgard/res-ipam/azure/latest) [HCL CONTENT] [ADVANCED LEVEL]  [COMMUNITY-TOOL] β€” Specialized Terraform registry module designed to automate IP Address Management (IPAM) inside multi-VNet architectures. Standardizes subnetworking allocations dynamically to prevent prefix overlapping.
-### Terraform Orchestration (1)
+### Terraform Orchestration
 
 #### Monorepo Management
 
   - **(2024)** [mineiros-io/terramate](https://github.com/terramate-io/terramate) ⭐ 3598  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟 [ENTERPRISE-STABLE] β€” Terramate delivers powerful orchestration, selective change detection, and modular code generation for multi-directory Terraform and OpenTofu monorepos. It optimizes large-scale continuous deployment pipelines by executing runs only in directories containing modified plans. By generating dynamic DRY configurations, it ensures strict state isolation and mitigates workspace blast radiuses.
 ### Terraform Providers (2)
 
-#### Azure IPAM (1)
+#### Azure IPAM
 
   - **(2024)** [==Terraform Provider for Azure IPAM==](https://github.com/XtratusCloud/terraform-provider-azureipam) ⭐ 10  [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Custom open-source Terraform provider built to automate cloud IP address allocation directly from centralized Azure IPAM solutions. Ensures smooth networking configuration inside containerized setups.
 ### User Interfaces
@@ -1684,10 +1592,10 @@
 #### API Gateway
 
   - **(2024)** [learn.hashicorp.com: y Serverless Applications with AWS Lambda and API Gateway 🌟](https://developer.hashicorp.com/terraform/tutorials/aws/lambda-api-gateway)  [COMMUNITY-TOOL] [GUIDE] β€” Standard HashiCorp tutorial teaching developers how to architect, deploy, and configure high-performance serverless endpoints using AWS Lambda and API Gateway, entirely declared via modular HCL files.
-#### Infrastructure as Code (5)
+#### Infrastructure as Code (4)
 
   - **(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:** [IaC](./iac.md) | [Oauth](./oauth.md) | [Ansible](./ansible.md)
+πŸ’‘ **Explore Related:** [IaC](./iac.md) | [Chef](./chef.md) | [Crossplane](./crossplane.md)
 
diff --git a/v2-docs/test-automation-frameworks.md b/v2-docs/test-automation-frameworks.md
index c5e1d4b5..9df3ad12 100644
--- a/v2-docs/test-automation-frameworks.md
+++ b/v2-docs/test-automation-frameworks.md
@@ -11,11 +11,6 @@
 1. [Architectural Foundations](#architectural-foundations)
   - [Kubernetes Tools](#kubernetes-tools)
     - [General Reference](#general-reference)
-1. [Cloud Architecture](#cloud-architecture)
-  - [Governance](#governance)
-    - [Azure](#azure)
-      - [Cloud Adoption Framework](#cloud-adoption-framework)
-        - [Monitoring](#monitoring)
 1. [Cloud Operations](#cloud-operations)
   - [Infrastructure Validation](#infrastructure-validation)
     - [OpenStack Testing](#openstack-testing)
@@ -87,17 +82,6 @@
   - [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
@@ -257,5 +241,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/testops.md b/v2-docs/testops.md
index cf7bfd31..41c16f20 100644
--- a/v2-docs/testops.md
+++ b/v2-docs/testops.md
@@ -123,5 +123,5 @@
   - **(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:** [DevOps](./devops.md) | [Performance Testing With Jenkins And Jmeter](./performance-testing-with-jenkins-and-jmeter.md) | [QA](./qa.md)
+πŸ’‘ **Explore Related:** [DevOps](./devops.md) | [Developerportals](./developerportals.md) | [SRE](./sre.md)
 
diff --git a/v2-docs/visual-studio.md b/v2-docs/visual-studio.md
index fa2076b2..49c5ca68 100644
--- a/v2-docs/visual-studio.md
+++ b/v2-docs/visual-studio.md
@@ -750,5 +750,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/web-servers.md b/v2-docs/web-servers.md
index b59546fc..84e3e6ef 100644
--- a/v2-docs/web-servers.md
+++ b/v2-docs/web-servers.md
@@ -21,16 +21,6 @@
     - [CICD Integration](#cicd-integration)
     - [NGINX Handbooks](#nginx-handbooks)
     - [Reverse Proxy](#reverse-proxy)
-1. [Infrastructure Security](#infrastructure-security)
-  - [Inbound Traffic Management](#inbound-traffic-management)
-    - [Traefik](#traefik)
-1. [NGINXConfig](#nginxconfig)
-  - [Community Tools](#community-tools)
-1. [Networking](#networking)
-  - [Load Balancing](#load-balancing-1)
-    - [HAProxy](#haproxy)
-  - [Multi-Cluster](#multi-cluster)
-    - [DNS](#dns)
 1. [Traffic Management](#traffic-management)
   - [Kubernetes Ingress Controllers](#kubernetes-ingress-controllers)
     - [Alternative Ingress](#alternative-ingress)
@@ -46,6 +36,8 @@
 #### General Reference
 
   - [nginx.com: The Complete NGINX Cookbook 🌟](https://www.f5.com/products/nginx/resources/library/complete-nginx-cookbook)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering www.f5.com in the Kubernetes Tools ecosystem.
+  - [Koa.js](https://koa)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Koa.js in the Kubernetes Tools ecosystem.
+  - [nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems](https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems in the Kubernetes Tools ecosystem.
   - [Dzone Refcard: Essential Apache HTTP Server](https://dzone.com/refcardz/essential-apache-http-server)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone Refcard: Essential Apache HTTP Server in the Kubernetes Tools ecosystem.
   - [nixCraft: How to secure Apache with Let’s Encrypt Certificates on RHEL 8](https://www.cyberciti.biz/faq/how-to-secure-apache-with-lets-encrypt-certificates-on-rhel-8)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering nixCraft: How to secure Apache with Let’s Encrypt Certificates on RHEL 8 in the Kubernetes Tools ecosystem.
   - [Dzone: Nginx Reverse Proxy Ubuntu 18.04](https://dzone.com/articles/nginx-reverse-proxy-ubuntu-1804)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Dzone: Nginx Reverse Proxy Ubuntu 18.04 in the Kubernetes Tools ecosystem.
@@ -53,10 +45,8 @@
   - [medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes](https://medium.com/@vdboor/using-nginx-ingress-as-a-static-cache-91bc27be04a1)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Using Nginx-Ingress as a Static Cache for Assets Inside Kubernetes in the Kubernetes Tools ecosystem.
   - [Wikipedia: HAProxy](https://en.wikipedia.org/wiki/HAProxy)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Wikipedia: HAProxy in the Kubernetes Tools ecosystem.
   - [dzone.com: How to Configure HAProxy as a Proxy and Load Balancer](https://dzone.com/articles/how-to-configure-ha-proxy-as-a-proxy-and-loadbalan)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: How to Configure HAProxy as a Proxy and Load Balancer in the Kubernetes Tools ecosystem.
-  - [nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems](https://www.cyberciti.biz/open-source/http-web-performance-proxy-load-balancer-accelerator-software)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering nixCraft: 9 Awesome Open Source Web Performance Software For Linux and Unix-like' Systems in the Kubernetes Tools ecosystem.
   - [High priority request queue with HAProxy](https://medium.com/swlh/high-priority-request-queue-with-haproxy-9efd639a8992)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering High priority request queue with HAProxy in the Kubernetes Tools ecosystem.
   - [medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than' Traefik v2?](https://medium.com/beyn-technology/is-nginx-dead-is-traefik-v3-20-faster-than-traefik-v2-f28ffb7eed3e)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/beyn-technology: Is Nginx dead? Is Traefik v3 20% faster than' Traefik v2? in the Kubernetes Tools ecosystem.
-  - [Koa.js](https://koa)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering Koa.js in the Kubernetes Tools ecosystem.
 ## Architecture
 
 ### Infrastructure
@@ -83,30 +73,6 @@
 #### 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.
-## 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.
-## 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.
 ## Traffic Management
 
 ### Kubernetes Ingress Controllers
@@ -131,5 +97,5 @@
   - **(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) | [Kubernetes Networking](./kubernetes-networking.md) | [Servicemesh](./servicemesh.md)
+πŸ’‘ **Explore Related:** [Cloudflare](./cloudflare.md) | [Caching](./caching.md) | [Kubernetes Networking](./kubernetes-networking.md)
 
diff --git a/v2-docs/web3.md b/v2-docs/web3.md
index a6afb8ff..8b9d7f8a 100644
--- a/v2-docs/web3.md
+++ b/v2-docs/web3.md
@@ -42,5 +42,5 @@
   - **(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:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/workfromhome.md b/v2-docs/workfromhome.md
index 0a742855..3db57706 100644
--- a/v2-docs/workfromhome.md
+++ b/v2-docs/workfromhome.md
@@ -96,5 +96,5 @@
   - **(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:** [HR](./hr.md) | [Elearning](./elearning.md) | [Newsfeeds](./newsfeeds.md)
+πŸ’‘ **Explore Related:** [Appointment Scheduling](./appointment-scheduling.md) | [Recruitment](./recruitment.md) | [Digital Money](./digital-money.md)
 
diff --git a/v2-docs/xamarin.md b/v2-docs/xamarin.md
index 949fea35..eaa547e2 100644
--- a/v2-docs/xamarin.md
+++ b/v2-docs/xamarin.md
@@ -31,5 +31,5 @@
   - **(2024)** [dotnet.microsoft.com: What is Xamarin?](https://dotnet.microsoft.com/en-us/apps/xamarin) [C# CONTENT] [DOCUMENTATION]  [COMMUNITY-TOOL] β€” An introductory resource detailing Xamarin's architecture, demonstrating how C# code gets compiled to native binaries using Mono or .NET execution runtimes. It highlights the historically unified codebase approach for mobile UI design. This documentation is primarily of historical interest as the ecosystem transitions entirely to modern .NET MAUI runtimes.
 
 ---
-πŸ’‘ **Explore Related:** [Postman](./postman.md) | [Angular](./angular.md) | [Swagger Code Generator For Rest APIs](./swagger-code-generator-for-rest-apis.md)
+πŸ’‘ **Explore Related:** [Angular](./angular.md) | [Python](./python.md) | [Dom](./dom.md)
 
diff --git a/v2-docs/yaml.md b/v2-docs/yaml.md
index 89289ac7..567ab1bd 100644
--- a/v2-docs/yaml.md
+++ b/v2-docs/yaml.md
@@ -16,7 +16,6 @@
     - [Advanced Templating](#advanced-templating)
     - [CLI Operations](#cli-operations)
     - [Configuration Management](#configuration-management)
-    - [Policy Enforcement](#policy-enforcement)
     - [Validation](#validation)
 1. [Configuration](#configuration)
   - [YAML](#yaml)
@@ -73,6 +72,7 @@
 #### General Reference
 
   - [dex.dev: YAML Templating Solutions: Helm & Kustomize](https://www.dex.dev/dex-videos/templating-solutions)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dex.dev: YAML Templating Solutions: Helm & Kustomize in the Kubernetes Tools ecosystem.
+  - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.
   - [wikipedia: YAML](https://en.wikipedia.org/wiki/YAML)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: YAML in the Kubernetes Tools ecosystem.
   - [kubernetestutorials.com: Kubernetes : Introduction to YAML 🌟](https://kubernetestutorials.com/kubernetes-tutorials/kubernetes-introduction-to-yaml)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering kubernetestutorials.com: Kubernetes : Introduction to YAML 🌟 in the Kubernetes Tools ecosystem.
   - [betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes](https://betterprogramming.pub/yaml-tutorial-get-started-with-yaml-in-5-minutes-549d462972d8)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: YAML Tutorial: Get Started With YAML in 5 Minutes in the Kubernetes Tools ecosystem.
@@ -83,7 +83,6 @@
   - [medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker' Compose Files](https://medium.com/@kinghuang/docker-compose-anchors-aliases-extensions-a1e4105d70bd)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium: Don’t Repeat Yourself with Anchors, Aliases and Extensions in Docker' Compose Files in the Kubernetes Tools ecosystem.
   - [jsonformatter.org/yaml-validator](https://jsonformatter.org/yaml-validator)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering ==jsonformatter.org/yaml-validator== in the Kubernetes Tools ecosystem.
   - [medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO](https://medium.com/@slashben81/how-to-write-a-yaml-file-for-kubernetes-armo-76f29e533b1f)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/@slashben81: How to write a YAML file for Kubernetes? | ARMO in the Kubernetes Tools ecosystem.
-  - [medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts](https://medium.com/geekculture/convert-kubernetes-yaml-files-into-helm-charts-4107de079455)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering medium.com/geekculture: Convert Kubernetes YAML Files Into Helm Charts in the Kubernetes Tools ecosystem.
   - [wikipedia: JSON](https://en.wikipedia.org/wiki/JSON)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering wikipedia: JSON in the Kubernetes Tools ecosystem.
   - [dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.' JSONP](https://dzone.com/articles/the-ultimate-json-library-jsonsimple-vs-gson-vs-ja)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering dzone.com: The Ultimate JSON Library: JSON.simple vs. GSON vs. Jackson vs.' JSONP in the Kubernetes Tools ecosystem.
   - [betterprogramming.pub: How to Make JSON and Python Talk to Each Other](https://betterprogramming.pub/how-to-make-json-and-python-talk-to-each-other-41531d58e59d)  [COMMUNITY-TOOL] β€” A curated technical resource and architectural guide covering betterprogramming.pub: How to Make JSON and Python Talk to Each Other in the Kubernetes Tools ecosystem.
@@ -105,24 +104,10 @@
   - **(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
 
-
-??? abstract "Architect's Technical Comparison Table"
-    | Solution | Maturity | Primary Focus | Language | Stars |
-    | :--- | :--- | :--- | :--- | :--- |
-    | [itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) |  | Configuration Management | YAML | 🌟🌟🌟🌟 |
-    | [k8syaml.com 🌟](https://k8syaml.com) |  | Configuration Management | N/A | 🌟🌟🌟🌟 |
-    | [itnext.io: How to create Kubernetes YAML files 🌟](https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45) |  | Configuration Management | N/A | 🌟🌟🌟🌟 |
-    | [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) |  | Configuration Management | N/A | 🌟🌟🌟🌟 |
-    | [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) |  | Configuration Management | N/A | 🌟🌟🌟 |
-
   - **(2021)** [**itnext.io: Kubernetes YAML Tips | Daniele Polencic 🌟**](https://itnext.io/kubernetes-yaml-tips-and-tricks-904a2c0b2b81) [YAML CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” An ITNext tutorial compilation detailing advanced YAML tips and tricks for Kubernetes. It explains how to combine multiple YAML documents, optimize resource blocks, and safely check designs using dry-run flags. It is a highly practical reference for application operators.
-  - **(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.
   - **(2021)** [**itnext.io: How to create Kubernetes YAML files 🌟**](https://itnext.io/how-to-create-kubernetes-yaml-files-abb8426eeb45) [N/A CONTENT] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] β€” A step-by-step ITNext guide explaining how to construct production-ready Kubernetes configuration manifests. It discusses schema rules, basic resources, and templating practices to prevent deployment failures.
   - **(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.
@@ -312,5 +297,5 @@
   - **(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:** [Message Queue](./message-queue.md) | [Databases](./databases.md) | [Crunchydata](./crunchydata.md)
+πŸ’‘ **Explore Related:** [Newsql](./newsql.md) | [NoSQL](./nosql.md) | [Crunchydata](./crunchydata.md)