From 8690cc3a1d875e5e39db0f26bd96d0683753a24b Mon Sep 17 00:00:00 2001 From: Nubenetes Bot Date: Sun, 14 Jun 2026 10:30:54 +0000 Subject: [PATCH] feat: sync V2 elite curated edition and README metrics [skip ci] --- README.md | 10 ++-- data/inventory.yaml | 51 +++++++++++-------- v2-docs/ai-agents-mcp.md | 8 +-- v2-docs/ai.md | 12 ++--- v2-docs/api.md | 2 +- v2-docs/aws-miscellaneous.md | 2 +- v2-docs/aws-security.md | 7 +++ v2-docs/aws-tools-scripts.md | 2 +- v2-docs/azure.md | 12 ++++- v2-docs/chatgpt.md | 2 +- v2-docs/cheatsheets.md | 2 +- v2-docs/cicd.md | 2 +- v2-docs/databases.md | 2 +- v2-docs/demos.md | 5 ++ v2-docs/developerportals.md | 2 +- v2-docs/devops-tools.md | 4 +- v2-docs/devops.md | 2 +- v2-docs/devsecops.md | 5 +- v2-docs/docker.md | 6 +-- v2-docs/git.md | 2 +- v2-docs/golang.md | 6 +-- v2-docs/iac.md | 2 +- v2-docs/index.md | 9 ++-- v2-docs/interview-questions.md | 8 ++- v2-docs/introduction.md | 23 ++++++--- v2-docs/istio.md | 2 +- .../java-and-java-performance-optimization.md | 7 +++ v2-docs/javascript.md | 2 +- v2-docs/jenkins-alternatives.md | 2 +- v2-docs/kubernetes-on-premise.md | 2 +- v2-docs/kubernetes-tools.md | 10 ++-- v2-docs/kubernetes.md | 2 +- v2-docs/linux.md | 9 +++- v2-docs/monitoring.md | 6 +-- v2-docs/other-awesome-lists.md | 14 ++--- v2-docs/postman.md | 8 ++- v2-docs/python.md | 4 +- v2-docs/sre.md | 2 +- v2-docs/terraform.md | 5 ++ 39 files changed, 169 insertions(+), 94 deletions(-) diff --git a/README.md b/README.md index b0280c28..1ba450af 100644 --- a/README.md +++ b/README.md @@ -141,7 +141,7 @@ Additionally, as of May 2026, Nubenetes has reached the **Platinum Operational T | :--- | :--- | | **Total Technical Resources (Links)** | **18585+** | | **Specialized MD Pages** | **162** | -| **Total Commits** | **5837+** | +| **Total Commits** | **5839+** | | **Primary AI Engine** | **Google Gemini (Agentic)** | @@ -179,7 +179,7 @@ The growth of Nubenetes reflects the acceleration of the Cloud Native ecosystem. | 6 | 2023 | 30 | 123 | Maintenance & Refinement | | 7 | 2024 | 53 | 218 | Curation Strategy Pivot | | 8 | 2025 | 5 | 20 | Stability & Research Phase | -| 9 | 2026 | 2278 | 9,408 | **Agentic AI Surge** (May 2026 Inception) | +| 9 | 2026 | 2280 | 9,416 | **Agentic AI Surge** (May 2026 Inception) | @@ -195,8 +195,8 @@ xychart-beta title "Nubenetes Annual Growth Metrics (2018–2026)" x-axis ["2018", "2019", "2020", "2021", "2022", "2023", "2024", "2025", "2026"] y-axis "Volume (Commits / Estimated New Refs)" 0 --> 10000 - bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 9408] - bar [350, 142, 2046, 531, 402, 30, 53, 5, 2278] + bar [1445, 586, 8449, 2193, 1660, 123, 218, 20, 9416] + bar [350, 142, 2046, 531, 402, 30, 53, 5, 2280] ``` @@ -206,7 +206,7 @@ xychart-beta | :--- | :---: | :---: | :--- | | 2026-04 | 25 | 103 | Active Curation | | 2026-05 | 2101 | 8,677 | **Agentic Inception (Gemini Era)** | -| 2026-06 | 152 | 627 | Active Curation | +| 2026-06 | 154 | 636 | Active Curation | ### 2.4. Content Distribution and Semantic Clustering diff --git a/data/inventory.yaml b/data/inventory.yaml index 6006212d..c44a0730 100644 --- a/data/inventory.yaml +++ b/data/inventory.yaml @@ -35110,8 +35110,7 @@ https://blog.postman.com/introducing-secret-variable-type-in-postman: last_checked: 1781432158.627616 stars: 0 tags: - - ENTERPRISE-STABLE - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/postman.md v2_locations: @@ -275824,7 +275823,7 @@ https://vitalflux.com/devops-architect-interview-questions: last_checked: 1781432421.994124 stars: 0 tags: - - GUIDE + - '[COMMUNITY-TOOL]' v1_locations: - docs/interview-questions.md v2_locations: @@ -377005,11 +377004,13 @@ https://www.techerati.com/features-hub/devsecops-eight-tips-for-truly-securing-s - DevSecOps - Best Practices tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' + - '[GUIDE]' is_microservice: false title: 'techerati.com: DevSecOps: Eight tips for truly securing software' addition_method: manual + v2_locations: + - devsecops.md https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc: description: '' status: online @@ -377029,11 +377030,12 @@ https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with - CI/CD Security - Azure & GitHub Integration tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'Deploying to Azure: Secure Your GitHub Workflow with OIDC' addition_method: manual + v2_locations: + - aws-security.md https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump: description: '' status: online @@ -377053,11 +377055,12 @@ https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump: - JVM Performance - Diagnostics tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟' addition_method: manual + v2_locations: + - java-and-java-performance-optimization.md https://thomasthornton.cloud/a-devops-journey-using-azure-devops: description: '' status: online @@ -377078,11 +377081,13 @@ https://thomasthornton.cloud/a-devops-journey-using-azure-devops: - CI/CD Platforms - Azure DevOps tags: - - CASE STUDY - - GUIDE + - '[CASE STUDY]' + - '[COMMUNITY-TOOL]' is_microservice: false title: 'thomasthornton.cloud: A DevOps journey using Azure DevOps' addition_method: manual + v2_locations: + - demos.md https://www.redhat.com/en/blog/federation-v2-is-now-kubefed: status: online last_checked: 1781432290.230654 @@ -377106,11 +377111,13 @@ https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-exam - Linux Systems - Kernel Diagnostics tags: - - GUIDE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with examples' addition_method: manual + v2_locations: + - linux.md https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-configuring-a-retention-period-using-terraform: description: '' status: online @@ -377131,12 +377138,13 @@ https://thomasthornton.cloud/enabling-postgresql-flexible-server-logs-and-config - Database Automation - Terraform & Azure tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'thomasthornton.cloud: Enabling PostgreSQL flexible server logs and configuring a retention period using Terraform' addition_method: manual + v2_locations: + - terraform.md https://blog.getambassador.io/kubernetes-canary-testing-and-release-with-istio-4cbdedcc9914?gi=89e3feac8f11: status: online last_checked: 1781432409.617802 @@ -377159,11 +377167,12 @@ https://www.techerati.com/features-hub/microservices-in-the-cloud-native-era: - Microservices - Cloud-Native Infrastructure tags: - - ENTERPRISE-STABLE - - CASE STUDY + - '[COMMUNITY-TOOL]' is_microservice: true title: 'techerati.com: Microservices in the Cloud-Native Era' addition_method: manual + v2_locations: + - introduction.md https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines: description: '' status: online @@ -377183,11 +377192,12 @@ https://thomasthornton.cloud/conditional-variables-in-azure-devops-pipelines: - CI/CD Platforms - Azure DevOps tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'thomasthornton.cloud: Conditional Variables in Azure DevOps Pipelines' addition_method: manual + v2_locations: + - azure.md https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-from-azure-devops-pipelines: description: '' status: online @@ -377207,9 +377217,10 @@ https://thomasthornton.cloud/adding-pull-request-comments-to-azure-devops-repo-f - CI/CD Platforms - Azure DevOps tags: - - GUIDE - - ENTERPRISE-STABLE + - '[COMMUNITY-TOOL]' is_microservice: false title: 'thomasthornton.cloud: Adding pull-request comments to Azure DevOps Repo from Azure DevOps Pipelines' addition_method: manual + v2_locations: + - azure.md diff --git a/v2-docs/ai-agents-mcp.md b/v2-docs/ai-agents-mcp.md index 5288ce51..ea7aa663 100644 --- a/v2-docs/ai-agents-mcp.md +++ b/v2-docs/ai-agents-mcp.md @@ -22,7 +22,7 @@ - **(2024)** [anthropic.com: Introducing the Model Context Protocol](https://www.anthropic.com/news/model-context-protocol) [NONE CONTENT] [COMMUNITY-TOOL] β€” Anthropic's release document introducing the Model Context Protocol (MCP), an open-standard protocol enabling LLM agents to securely interact with external tools and data sources. MCP standardizes the JSON-RPC interface between hosts and servers, resolving the integration fragmentation that previously plagued generative AI integrations and agentic workflows. #### Awesome Lists - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89111 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89112 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. #### Developer Experience - **(2025)** [MCPBundles](https://www.mcpbundles.com) [TYPESCRIPT CONTENT] [COMMUNITY-TOOL] β€” MCPBundles is a discovery and packaging platform designed to bundle various Model Context Protocol servers for rapid deployment. It simplifies agentic application building by providing curated, pre-configured groupings of tools (e.g., database drivers, git utilities, API endpoints) that can be integrated into AI hosts in a single setup operation. @@ -31,7 +31,7 @@ - **(2025)** [Google Cloud Managed MCP](https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-managed-mcp-for-gemini) [NONE CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Google Cloud's managed solution for Model Context Protocol, allowing enterprise Gemini models to safely interact with local data sources and external enterprise systems. By hosting and scaling MCP servers inside Google's managed environment, it minimizes operational overhead while securing transactional agentic workflows with native cloud IAM. #### Official Servers - - **(2025)** [==GitHub MCP Server==](https://github.com/modelcontextprotocol/servers) ⭐ 87191 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. Live Grounding: Establishes development standards for JSON-RPC 2.0 based message exchange between host agents and enterprise backend systems. + - **(2025)** [==GitHub MCP Server==](https://github.com/modelcontextprotocol/servers) ⭐ 87194 [TYPESCRIPT CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Primary collection of production-grade Model Context Protocol (MCP) servers. Live Grounding: Establishes development standards for JSON-RPC 2.0 based message exchange between host agents and enterprise backend systems. #### Specifications - **(2025)** [modelcontextprotocol.io: MCP Official Documentation](https://modelcontextprotocol.io/docs/getting-started/intro) [TYPESCRIPT CONTENT] [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” The official technical documentation and specifications for the Model Context Protocol (MCP). It provides comprehensive blueprints for implementing client-server architectures, defining standard JSON-RPC 2.0 schemas for prompt execution, resource exploration, and tool binding. Serves as the authoritative source for developers building LLM integrations. @@ -51,7 +51,7 @@ #### LocalAI - - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) ⭐ 46844 [GO CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. Live Grounding: Allows developers to host LLMs, audio-to-text, and image generation services inside Kubernetes without external data dependencies, optimized for consumer-grade and enterprise hardware. + - **(2025)** [**LocalAI**](https://github.com/mudler/LocalAI) ⭐ 46845 [GO CONTENT] 🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: A self-hosted, community-first OpenAI-compatible API gateway running on local hardware. Live Grounding: Allows developers to host LLMs, audio-to-text, and image generation services inside Kubernetes without external data dependencies, optimized for consumer-grade and enterprise hardware. #### vLLM - **(2025)** [==vLLM on Kubernetes==](https://github.com/vllm-project/vllm) ⭐ 82816 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight: Integration guides and deployment schemas for hosting vLLM on Kubernetes clusters. Live Grounding: Standardizes memory-efficient LLM serving using PagedAttention. Features rapid integration with Kubernetes HPA (Horizontal Pod Autoscaler) and native Prometheus performance scraping. @@ -68,7 +68,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57654 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [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 Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57660 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [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. ## Software Engineering ### AI Tools diff --git a/v2-docs/ai.md b/v2-docs/ai.md index 635276cf..7c5554c3 100644 --- a/v2-docs/ai.md +++ b/v2-docs/ai.md @@ -44,7 +44,7 @@ #### Awesome Lists - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89111 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89112 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. ## Architecture and Visualization ### Interactive Diagramming @@ -75,7 +75,7 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97132 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97134 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ### Generative AI Engineering #### API Integration Patterns @@ -111,7 +111,7 @@ - **(2023)** [aman.ai/primers/ai/LLM: Primers - Overview of Large Language Models](https://aman.ai/primers/ai/LLM) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” A structured primer exploring the foundational architectures, training phases, and evaluation cycles of Large Language Models (LLMs). It maps out causal language modeling, masking methodologies, and reinforcement learning from human feedback (RLHF). This overview equips engineers with deep insights into how massive neural networks interpret context. #### Structured Curriculums - - **(2023)** [==github.com/mlabonne/llm-course==](https://github.com/mlabonne/llm-course) ⭐ 80118 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Maxime Labonne's stellar curriculum for mastering Large Language Model engineering. Curator Insight and Live Grounding confirm its value, providing code-driven notebooks covering quantization (bitsandbytes, AWQ, GGUF), LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. + - **(2023)** [==github.com/mlabonne/llm-course==](https://github.com/mlabonne/llm-course) ⭐ 80120 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Maxime Labonne's stellar curriculum for mastering Large Language Model engineering. Curator Insight and Live Grounding confirm its value, providing code-driven notebooks covering quantization (bitsandbytes, AWQ, GGUF), LoRA fine-tuning, direct preference optimization (DPO), and advanced retrieval-augmented generation (RAG) paradigms. #### Transformer Architecture - **(2023)** [aman.ai: Transformers](https://aman.ai/primers/ai/transformers) [ADVANCED LEVEL] [DOCUMENTATION] [COMMUNITY-TOOL] β€” An elegant architectural blueprint dissecting the mathematical design of the Attention is All You Need transformer model. It provides clear examinations of multi-head attention blocks, residual connections, feed-forward sublayers, and positional embeddings. Reading this is necessary for developers seeking to optimize model inference latency. @@ -133,7 +133,7 @@ - **(2020)** [poloclub.github.io: What is a Convolutional Neural Network?](https://poloclub.github.io/cnn-explainer) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” An interactive, visual demonstration of Convolutional Neural Networks (CNNs) designed to demystify mathematical operations like convolution, pooling, and activation functions. The tool lets engineers inspect intermediate layers of active models, mapping visual inputs to numerical transformations. This is a vital resource for platform engineers seeking a deep conceptual understanding of computer vision workloads. #### Structured Curriculums (1) - - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) ⭐ 86820 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Microsoft's 12-week, 26-lesson classical machine learning curriculum focused heavily on hands-on project-based execution using Scikit-learn. It purposely isolates foundational ML patternsβ€”such as regression, clustering, and basic NLPβ€”from deep learning complexities. It is a premier learning journey for developers seeking to deploy robust predictive systems. + - **(2023)** [==github.com/microsoft/ML-For-Beginners: Machine Learning for Beginners' - A Curriculum==](https://github.com/microsoft/ML-For-Beginners) ⭐ 86821 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Microsoft's 12-week, 26-lesson classical machine learning curriculum focused heavily on hands-on project-based execution using Scikit-learn. It purposely isolates foundational ML patternsβ€”such as regression, clustering, and basic NLPβ€”from deep learning complexities. It is a premier learning journey for developers seeking to deploy robust predictive systems. ## Artificial Intelligence and LLMs ### Prompt Engineering @@ -240,7 +240,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57654 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [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 Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57660 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [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 @@ -355,7 +355,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128181 [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. + - **(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 diff --git a/v2-docs/api.md b/v2-docs/api.md index 36fc33cc..150fb650 100644 --- a/v2-docs/api.md +++ b/v2-docs/api.md @@ -281,7 +281,7 @@ - **(2024)** [geeksforgeeks.org: Basics of SOAP – Simple Object Access Protocol](https://www.geeksforgeeks.org/computer-networks/basics-of-soap-simple-object-access-protocol) [GUIDE] 🌟🌟🌟 [COMMUNITY-TOOL] [GUIDE] β€” Explains the structural foundations of Simple Object Access Protocol (SOAP). It describes key architectural elements such as the SOAP Envelope, Header, Body, and Fault structures alongside the WSDL (Web Services Description Language) interface definitions. While largely replaced by REST and JSON in modern applications, SOAP remains critical in highly secure financial and enterprise systems. #### Public Directories - - **(2024)** [==github.com/public-apis/public-apis: Try Public APIs for free 🌟==](https://github.com/public-apis/public-apis) ⭐ 441438 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly curated, massive directory of free, public APIs categorized by topic (such as Auth, Data, Analytics, and weather). This repository is the de facto standard resource for engineers searching for mock datasets or utility endpoints to build prototypes. It demonstrates the utility of community-led open-source curation for modern software experimentation. + - **(2024)** [==github.com/public-apis/public-apis: Try Public APIs for free 🌟==](https://github.com/public-apis/public-apis) ⭐ 441446 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly curated, massive directory of free, public APIs categorized by topic (such as Auth, Data, Analytics, and weather). This repository is the de facto standard resource for engineers searching for mock datasets or utility endpoints to build prototypes. It demonstrates the utility of community-led open-source curation for modern software experimentation. - **(2023)** [**freecodecamp.org: Public APIs Developers Can Use in Their Projects**](https://www.freecodecamp.org/news/public-apis-for-developers) [GUIDE] 🌟🌟🌟🌟 [ENTERPRISE-STABLE] [GUIDE] β€” Introduces a handpicked list of highly functional public APIs suited for portfolio projects and app prototypes. The compilation features modern REST APIs that do not require complex OAuth authorization flows, covering categories like machine learning, weather forecasting, financial data, and geolocation. It serves as an accessible entry-point for learning API integration patterns. #### Strategic Governance diff --git a/v2-docs/aws-miscellaneous.md b/v2-docs/aws-miscellaneous.md index 2c2e6567..5613dbd5 100644 --- a/v2-docs/aws-miscellaneous.md +++ b/v2-docs/aws-miscellaneous.md @@ -195,7 +195,7 @@ #### AWS Emulation - - **(2026)** [==github.com/localstack/localstack==](https://github.com/localstack/localstack) ⭐ 65045 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight identifies the open-source repository for LocalStack, the premier AWS cloud emulator. Live Grounding underscores its unparalleled adoption (>65k stars), showing it as a foundational dependency for developer productivity, enabling local execution of Lambdas, S3, DynamoDB, and CloudFormation stacks. + - **(2026)** [==github.com/localstack/localstack==](https://github.com/localstack/localstack) ⭐ 65044 [PYTHON CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight identifies the open-source repository for LocalStack, the premier AWS cloud emulator. Live Grounding underscores its unparalleled adoption (>65k stars), showing it as a foundational dependency for developer productivity, enabling local execution of Lambdas, S3, DynamoDB, and CloudFormation stacks. - **(2026)** [localstack.cloud](https://www.localstack.cloud) [PYTHON CONTENT] [COMMUNITY-TOOL] β€” Curator Insight highlights the enterprise cloud platform offering advanced local emulation of AWS services. Live Grounding reinforces that LocalStack has become the industry standard for offline AWS cloud development, supporting complex services like IAM, EKS, and RDS, which radically reduces cloud spend and speeds up inner-loop iteration cycles. #### EC2 Metadata diff --git a/v2-docs/aws-security.md b/v2-docs/aws-security.md index 6dea0cd3..d6aca6f6 100644 --- a/v2-docs/aws-security.md +++ b/v2-docs/aws-security.md @@ -154,6 +154,13 @@ #### System Administration - **(2026)** [==How-To Secure A Linux Server==](https://github.com/imthenachoman/How-To-Secure-A-Linux-Server) ⭐ 27773 [SHELL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly comprehensive, widely reference-validated repository providing detailed, step-by-step instructions for securing enterprise Linux installations. Key configurations cover SSH daemon hardening, secure user boundaries, kernel performance optimizations, and automated intrusion monitoring. In modern 2026 operations, this guide remains a vital source for building secure base golden images inside automated IaC pipelines. +## Security and Governance + +### CICD Security + +#### Azure and GitHub Integration + + - **(2022)** [Deploying to Azure: Secure Your GitHub Workflow with OIDC](https://thomasthornton.cloud/deploying-to-azure-secure-your-github-workflow-with-oidc) [YAML CONTENT] [COMMUNITY-TOOL] β€” Analyzes the mechanism of securing deployment pipelines on Azure by leveraging GitHub Actions with OIDC federation. This setup eliminates credential rotation burdens and prevents high-privilege credential leakage. The article guides developers through creating federated credentials in Azure AD and configuring GitHub workflows for passwordless authentication. ## Security and Identity ### AWS IAM (1) diff --git a/v2-docs/aws-tools-scripts.md b/v2-docs/aws-tools-scripts.md index 14930ec9..d26a374d 100644 --- a/v2-docs/aws-tools-scripts.md +++ b/v2-docs/aws-tools-scripts.md @@ -110,7 +110,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14063 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14064 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. ## Infrastructure ### DevOps diff --git a/v2-docs/azure.md b/v2-docs/azure.md index de5e74f6..f12bae2d 100644 --- a/v2-docs/azure.md +++ b/v2-docs/azure.md @@ -137,7 +137,7 @@ #### Model Context Protocol - - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) ⭐ 1812 [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==](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. ### DevOps Platforms #### DevTest Labs @@ -1403,6 +1403,14 @@ #### dbatools Module - **(2026)** [==dbatools.io==](https://dbatools.io) [POWERSHELL / SQL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An open-source, community-driven PowerShell module consisting of hundreds of command abstractions for automated SQL Server administration and migration. It allows administrators to securely perform complex backups, migration tasks, security audits, and configuration deployments in seconds. A vital tool for database engineering teams migrating infrastructure to the cloud. +## Platform Engineering (1) + +### CICD Platforms + +#### Azure DevOps (2) + + - **(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. ## Quality Assurance ### Performance Testing @@ -1528,7 +1536,7 @@ - **(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) [POWERSHELL CONTENT] [COMMUNITY-TOOL] β€” Outlines an automated auditing solution leveraging custom WMI queries to locate active background services configured with custom service-account parameters rather than default LocalSystem context pools. ## Software Engineering -### CICD Platforms +### CICD Platforms (1) #### Mobile DevOps diff --git a/v2-docs/chatgpt.md b/v2-docs/chatgpt.md index 02722598..1938d432 100644 --- a/v2-docs/chatgpt.md +++ b/v2-docs/chatgpt.md @@ -21,7 +21,7 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97132 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97134 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ## Artificial Intelligence and LLMs ### Prompt Engineering diff --git a/v2-docs/cheatsheets.md b/v2-docs/cheatsheets.md index ff690b86..3b661830 100644 --- a/v2-docs/cheatsheets.md +++ b/v2-docs/cheatsheets.md @@ -656,7 +656,7 @@ #### NodeJS (1) - - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105317 [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spanish localization of the leading Node.js architecture and security handbook. It offers comprehensive design blueprints covering error handling, clean architecture, security, production readiness, and testing guidelines for scalable enterprise systems. + - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105318 [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spanish localization of the leading Node.js architecture and security handbook. It offers comprehensive design blueprints covering error handling, clean architecture, security, production readiness, and testing guidelines for scalable enterprise systems. ## Software Quality ### Testing Automation diff --git a/v2-docs/cicd.md b/v2-docs/cicd.md index 457240ee..8273b456 100644 --- a/v2-docs/cicd.md +++ b/v2-docs/cicd.md @@ -64,7 +64,7 @@ #### Model Context Protocol - - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) ⭐ 1812 [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==](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. ## Cloud Engineering ### AWS diff --git a/v2-docs/databases.md b/v2-docs/databases.md index 3d45dca9..2cd3148c 100644 --- a/v2-docs/databases.md +++ b/v2-docs/databases.md @@ -466,7 +466,7 @@ - **(2020)** [thenewstack.io: Maria DB Gets Reactive with a Non-Blocking Connector for Java](https://thenewstack.io/maria-db-gets-reactive-with-a-non-blocking-connector-for-java) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores MariaDB's reactive Java driver. Details how non-blocking I/O operations and asynchronous connections improve database throughput in highly concurrent microservice runtimes. ### Git-for-Data - - **(2026)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) ⭐ 23421 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An innovative SQL database implementing Git-style version control concepts (clone, push, pull, branch, merge) over table structures and data cells. Perfect for decentralized collaborative data management pipelines. + - **(2026)** [==github.com/dolthub/dolt==](https://github.com/dolthub/dolt) ⭐ 23422 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An innovative SQL database implementing Git-style version control concepts (clone, push, pull, branch, merge) over table structures and data cells. Perfect for decentralized collaborative data management pipelines. ### Local Development (1) - **(2022)** [thenewstack.io: Deploy MySQL and phpMyAdmin with Docker](https://thenewstack.io/deploy-mysql-and-phpmyadmin-with-docker) [YAML CONTENT] [COMMUNITY-TOOL] [GUIDE] β€” Practical tutorial for setting up local developer environments with Docker Compose. Pairs a standard MySQL instance with phpMyAdmin for rapid schema prototyping and database visualization. diff --git a/v2-docs/demos.md b/v2-docs/demos.md index 98682677..a76cc8d9 100644 --- a/v2-docs/demos.md +++ b/v2-docs/demos.md @@ -1411,6 +1411,11 @@ #### Red Hat Ecosystem - **(2025)** [==Portfolio Architecture WorkShops 🌟==](https://redhatdemocentral.gitlab.io/portfolio-architecture-workshops/#) [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Comprehensive architectural workshops presenting verified blueprints for complex hybrid cloud systems, retail edge strategies, and AI/ML model deployment operations. It serves as a highly detailed blueprint catalog for modern enterprise architects. +### CICD Platforms (1) + +#### Azure DevOps (1) + + - **(2021)** [thomasthornton.cloud: A DevOps journey using Azure DevOps](https://thomasthornton.cloud/a-devops-journey-using-azure-devops) [YAML CONTENT] [CASE STUDY] [CASE STUDY] [COMMUNITY-TOOL] β€” A comprehensive retrospective detailing the strategic transition and ongoing journey of adopting Azure DevOps for enterprise platform engineering. The guide explores centralizing pipeline definitions, managing environment gates, optimizing agent pools, and leveraging built-in boards and repositories. It highlights pragmatic challenges and structural lessons learned during real-world migrations to cloud-native delivery workflows. ### Custom Controller Patterns #### Kubernetes Operators diff --git a/v2-docs/developerportals.md b/v2-docs/developerportals.md index b8b64634..73f44c88 100644 --- a/v2-docs/developerportals.md +++ b/v2-docs/developerportals.md @@ -115,7 +115,7 @@ #### Claude Code - - **(2025)** [==Claude Code Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57654 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [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 Best Practice==](https://github.com/shanraisshan/claude-code-best-practice) ⭐ 57660 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: Curated collection of best practices, system prompts, and architecture layouts for Claude Code. Live Grounding: Explores advanced CLI-driven agent workflows, highlighting configuration optimizations, shell integration strategies, and secure execution configurations in local and remote environments. ## Developer Platforms ### Documentation diff --git a/v2-docs/devops-tools.md b/v2-docs/devops-tools.md index 7df6af6b..65c1ddf1 100644 --- a/v2-docs/devops-tools.md +++ b/v2-docs/devops-tools.md @@ -43,7 +43,7 @@ #### Model Context Protocol - - **(2025)** [==Azure DevOps MCP Server==](https://github.com/microsoft/azure-devops-mcp) ⭐ 1812 [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==](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. ## Cluster Management ### GUI Tools @@ -142,7 +142,7 @@ #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34276 [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. + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34277 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. ## Infrastructure as Code ### Development Environments diff --git a/v2-docs/devops.md b/v2-docs/devops.md index 56f0806c..f159fc48 100644 --- a/v2-docs/devops.md +++ b/v2-docs/devops.md @@ -993,7 +993,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128181 [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. + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. ### Version Control #### Git Best Practices diff --git a/v2-docs/devsecops.md b/v2-docs/devsecops.md index ec714a48..c6910bec 100644 --- a/v2-docs/devsecops.md +++ b/v2-docs/devsecops.md @@ -202,7 +202,7 @@ #### Identity and Access Management - - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) ⭐ 8977 [C# CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle management away from developers. + - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) ⭐ 8978 [C# CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle management away from developers. ## Development ### Libraries @@ -1020,6 +1020,9 @@ #### Automated Pipelines - **(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€” This guide provides blueprints for assembling an end-to-end automated DevSecOps pipeline. Shows how to chain static analysis (SonarQube), dependency checking, and container vulnerability scanning (Trivy) into active continuous integration workflows. +#### Best Practices + + - **(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€” An architectural blueprint detailing eight foundational pillars for embedding security directly into the CI/CD pipeline. Key concepts include shifted-left vulnerability scanning, automated compliance checks, dependency analysis, and developer-centric security education. The article offers high-level pragmatic strategies for organizations transitioning from traditional DevOps to modern DevSecOps frameworks. #### Commercial CD - **(2021)** [harness.io: Automated DevSecOps with StackHawk and Harness](https://www.harness.io/blog/automated-devsecops) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” This integration post demonstrates combining Harness continuous delivery pipelines with StackHawk dynamic application security testing. Explains triggering automated DAST sweeps during local staging or canary rollout stages to catch vulnerabilities pre-production. diff --git a/v2-docs/docker.md b/v2-docs/docker.md index 8240f146..a4aa8544 100644 --- a/v2-docs/docker.md +++ b/v2-docs/docker.md @@ -231,7 +231,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14063 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14064 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. #### Database Extensions - **(2023)** [github.com/Saniewski/mongo-express-docker-extension](https://github.com/Saniewski/mongo-express-docker-extension) ⭐ 11 [TYPESCRIPT CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” A specialized Docker Desktop extension embedding Mongo Express tools into local engineering control panels. Streamlines administrative database actions, collection querying, and sandbox testing workflows. @@ -505,12 +505,12 @@ #### Automation - - **(2026)** [==github.com/containrrr/watchtower==](https://github.com/containrrr/watchtower) ⭐ 24677 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Watchtower is an automation utility that monitors running Docker containers and automatically updates them whenever a new version of their base image is pushed to a remote registry. It executes graceful shutdowns, restarts the container with its original configurations, and sends notifications via webhooks. This is an optimal solution for staging, homelab, and edge environments where manual container updates are highly inefficient. + - **(2026)** [==github.com/containrrr/watchtower==](https://github.com/containrrr/watchtower) ⭐ 24678 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Watchtower is an automation utility that monitors running Docker containers and automatically updates them whenever a new version of their base image is pushed to a remote registry. It executes graceful shutdowns, restarts the container with its original configurations, and sends notifications via webhooks. This is an optimal solution for staging, homelab, and edge environments where manual container updates are highly inefficient. ### Continuous Integration #### Image Building (4) - - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) ⭐ 15768 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. + - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) ⭐ 15767 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. - **(2026)** [buildpacks.io: Cloud Native Buildpacks 🌟](https://buildpacks.io) [GO CONTENT] [COMMUNITY-TOOL] β€” Cloud Native Buildpacks (CNBs) transform application source code into secure, OCI-compliant container images without requiring a Dockerfile. Supported by the CNCF, CNBs analyze codebases to determine runtimes, patch secure OS layers, and separate application dependencies into optimal cached layers. They provide enterprise-level standardization, accelerating container builds and reinforcing dependency security at scale. - **(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) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” This article provides an analytical look at how Cloud Native Buildpacks optimize and automate container image creation within corporate CI/CD pipelines. It explains how decoupling the container packaging definition from standard Dockerfiles reduces security misconfigurations and ensures consistent base OS updates. This is highly useful for organizations scaling up microservice deployments. - **(2026)** [thenewstack.io: Container Images the Easy Way with Cloud Native Buildpacks](https://thenewstack.io/container-images-the-easy-way-with-cloud-native-buildpacks) [MARKDOWN CONTENT] [COMMUNITY-TOOL] β€” This New Stack overview details how Cloud Native Buildpacks simplify the containerization ecosystem by abstracting away the operational complexities of writing and maintaining optimized Dockerfiles. It covers the mechanics of builder configurations, run images, and layer rebasingβ€”allowing immediate security patching without rebuilding the source. diff --git a/v2-docs/git.md b/v2-docs/git.md index 3c2cf857..37391e89 100644 --- a/v2-docs/git.md +++ b/v2-docs/git.md @@ -395,7 +395,7 @@ - **(2020)** [opensource.com: 6 best practices for managing Git repos](https://opensource.com/article/20/7/git-repos-best-practices) [NONE CONTENT] [COMMUNITY-TOOL] β€” A corporate guide outlining governance practices for managing Git repositories. Advocates for micro-commits, atomic changes, automated static security scans, standardized branching models, and clean pull request lifecycles. #### Identity and Access Management - - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) ⭐ 8977 [C# CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle management away from developers. + - **(2024)** [==Git Credential Manager Core==](https://github.com/git-ecosystem/git-credential-manager) ⭐ 8978 [C# CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Git Credential Manager is a secure, cross-platform helper that simplifies multi-factor authentication for hosts like GitHub, GitLab, and Azure DevOps. It securely stores credentials in platform-native keychains, abstracting token lifecycle management away from developers. - **(2022)** [github.blog: Git Credential Manager: authentication for everyone](https://github.blog/security/application-security/git-credential-manager-authentication-for-everyone) [COMMUNITY-TOOL] β€” Details structural security updates inside Git Credential Manager to address multi-factor authentication on GitHub and Azure DevOps. Explains background processes managing secure local keychain interactions to prevent token leakage. #### Kubernetes Deployments (1) diff --git a/v2-docs/golang.md b/v2-docs/golang.md index 7822a95e..b9bb21ba 100644 --- a/v2-docs/golang.md +++ b/v2-docs/golang.md @@ -34,7 +34,7 @@ #### Go Frameworks - **(2025)** [==go-micro==](https://github.com/micro/go-micro) ⭐ 22775 [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight introduces go-micro as a distributed systems development framework providing key abstractions for microservices. Live Grounding notes its journey through corporate and open-source licensing changes, yet it remains a foundational toolkit for service discovery, RPC, and event-driven architectures in Go. - - [go-kratos/kratos](https://github.com/go-kratos/kratos) ⭐ 25728 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, and pluggable service discovery protocols. + - [go-kratos/kratos](https://github.com/go-kratos/kratos) ⭐ 25727 [ADVANCED LEVEL] [DE FACTO STANDARD] β€” Curator Insight defines Kratos as a heavy-duty microservice framework for Go, designed for highly scalable web-scale systems. Live Grounding highlights its extensive use of gRPC/Protobuf-first code generation, integrated observability, and pluggable service discovery protocols. ### Networking #### Go High-Performance Network Libraries @@ -202,7 +202,7 @@ - [create-go-app/cli](https://github.com/create-go-app/cli) ⭐ 2758 [ENTERPRISE-STABLE] β€” Curator Insight introduces this CLI to construct boilerplate-free backend, frontend, and web applications in Go. Live Grounding shows its capability to pre-configure deployment assets like Dockerfiles and Kubernetes manifests to quicken development cycles. #### Resources - - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175402 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. + - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175407 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. #### Version Managers - [gobrew 🌟](https://github.com/kevincobain2000/gobrew) ⭐ 423 [COMMUNITY-TOOL] β€” Curator Insight highlights Gobrew as an elegant and fast Go version manager that downloads and switches active toolchains easily. Live Grounding notes its speed and simplicity, making it a competitive alternative to gvm and asdf for dedicated Go development. @@ -236,7 +236,7 @@ #### NodeJS - - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105317 [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spanish localization of the leading Node.js architecture and security handbook. It offers comprehensive design blueprints covering error handling, clean architecture, security, production readiness, and testing guidelines for scalable enterprise systems. + - **(2024)** [==NodeJS Best Practices (Spanish Translation)==](https://github.com/goldbergyoni/nodebestpractices/blob/spanish-translation/README.spanish.md) ⭐ 105318 [SPANISH CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Spanish localization of the leading Node.js architecture and security handbook. It offers comprehensive design blueprints covering error handling, clean architecture, security, production readiness, and testing guidelines for scalable enterprise systems. ## Utilities ### Go Tools (1) diff --git a/v2-docs/iac.md b/v2-docs/iac.md index 0935a5f5..826fe0b8 100644 --- a/v2-docs/iac.md +++ b/v2-docs/iac.md @@ -201,7 +201,7 @@ #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34276 [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. + - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34277 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exhaustive curation of open-source sysadmin resources, listing production-ready system monitors, configuration management tools, security suites, and virtualization frameworks used globally by SREs. ## Infrastructure as Code (3) ### Architecture (1) diff --git a/v2-docs/index.md b/v2-docs/index.md index d75be5e7..a496b388 100644 --- a/v2-docs/index.md +++ b/v2-docs/index.md @@ -62,9 +62,9 @@ 2. **Standard Layer (Mapped)**: Resources identified as candidates for Elite status but pending deep AI analysis. **Current Inventory Coverage:** - - **V1 Base Inventory**: 18574 total resources analyzed. - - **V2 Elite Selection**: 14389 candidates identified (77.47% density ratio). - - **AI Enrichment Coverage**: 10340 / 14389 (71.86%) + - **V1 Base Inventory**: 18585 total resources analyzed. + - **V2 Elite Selection**: 14398 candidates identified (77.47% density ratio). + - **AI Enrichment Coverage**: 10351 / 14398 (71.89%) - **GitHub Metadata Coverage**: 1452 / 1764 (82.31%) - *Critical for Maturity Tagging* - **Status**: The system is incrementally processing pending resources to complete the knowledge graph. @@ -306,7 +306,10 @@ To ensure industrial-grade precision, every resource in V2 is classified using o | **`[ENTERPRISE-STABLE]`** | Battle-tested and reliable. | Proven solutions with strong community and commercial support. | | **`[EMERGING]`** | The cutting edge. | High-potential tools and patterns (e.g., AI Agents, MCP) shaping the future. | | **`[GUIDE]`** | Strategic knowledge. | High-quality tutorials, architectural deep-dives, and decision matrices. | +| **`[CASE STUDY]`** | Real-world evidence. | Practical implementations and architectural lessons from production environments. | +| **`[COMMUNITY-TOOL]`** | Open-source ecosystem. | Valuable community-driven tools that enrich the ecosystem but may not have enterprise-grade support. | | **`[LEGACY]`** | Historical context. | Established tools that are being replaced or are primarily for maintaining older stacks. | +| **`[SPANISH CONTENT]`** | Localized knowledge. | Resources in Spanish preserved for native speakers while indexed in English (Mandate 10). | ## Technical Impact (Relevance Score) diff --git a/v2-docs/interview-questions.md b/v2-docs/interview-questions.md index 04057650..de9ec0e9 100644 --- a/v2-docs/interview-questions.md +++ b/v2-docs/interview-questions.md @@ -11,7 +11,6 @@ - [TGB - AWS Interview Questions and Answers - Frequently asked](https://www.techgeekbuzz.com/top-aws-interview-questions-and-answers) [COMMUNITY-TOOL] - [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] - [denic.hashnode.dev: Resources to crush the technical interview](https://denic.hashnode.dev/resources-to-crush-the-technical-interview) [COMMUNITY-TOOL] - - [vitalflux.com: 15 Tricky DevOps Architect Interview Questions & Answers](https://vitalflux.com/devops-architect-interview-questions) [COMMUNITY-TOOL] - [devsecops.co.in: DevOps Interview Questions and Answers](https://devsecops.co.in/2021/05/20/devops-interview-questions) [COMMUNITY-TOOL] - [towardsdev.com: Microservice Interview questions for Backend Developers' series-1](https://towardsdev.com/microservice-interview-questions-for-backend-developers-series-1-112d623a7c2a) [COMMUNITY-TOOL] - [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] @@ -92,6 +91,13 @@ #### System Design (1) - **(2026)** [github.com/moabukar/tech-vault](https://github.com/moabukar/tech-vault) ⭐ 3415 [MARKDOWN CONTENT] 🌟🌟🌟 [ENTERPRISE-STABLE] β€” A massive compiled database containing cheat sheets, system design diagrams, and software development resources. Serves as a vital study companion for engineers preparing for platform and architectural assessments. +## Career and Leadership + +### DevOps Architecture + +#### Interview Prep (1) + + - **(2023)** [vitalflux.com: 15 Tricky DevOps Architect Interview Questions & Answers](https://vitalflux.com/devops-architect-interview-questions) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A curated technical questionnaire dissecting complex architectural design patterns, microservices deployment paradigms, and high-availability setups. The resource targets senior DevOps and Platform Architects, focusing on continuous delivery bottlenecks, disaster recovery topologies, and infrastructure optimization. This guide provides structural frameworks to articulate complex cloud decisions during design panels. ## Data Engineering ### Event Streaming diff --git a/v2-docs/introduction.md b/v2-docs/introduction.md index f56e5082..1cb4080f 100644 --- a/v2-docs/introduction.md +++ b/v2-docs/introduction.md @@ -196,6 +196,13 @@ graph TD #### 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) + +#### Cloud-Native Infrastructure + + - **(2022)** [techerati.com: Microservices in the Cloud-Native Era](https://www.techerati.com/features-hub/microservices-in-the-cloud-native-era) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Explores the strategic paradigm shift toward microservices as the de facto structural archetype for scalable cloud platforms. It dissects operational complexities including traffic routing, discovery mechanisms, and failure domain containment through circuit-breakers. A vital read for architects planning monolithic-to-microservices migrations under modern Kubernetes-centric infrastructures. ## Artificial Intelligence and ML ### Machine Learning Engineering @@ -572,7 +579,7 @@ graph TD #### Cloud Native Strategy - **(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) [NONE CONTENT] [COMMUNITY-TOOL] β€” Weave Works lays out six core pillars for going cloud native, focusing on containerization, declarative state management, and GitOps workflows to establish efficient deployment setups. -### Microservices (2) +### Microservices (3) #### Enterprise Solutions (1) @@ -712,7 +719,7 @@ graph TD A case study from Shopify detailing the infrastructure and engineering effort required to maintain sub-minute continuous integration pipelines for large codebases. Explores parallelization techniques, test selection algorithms, and cache-optimization strategies that scale. -### Microservices (3) +### Microservices (4) #### Tooling Ecosystem @@ -873,7 +880,7 @@ graph TD - **(2023)** [n-ix.com: How to reduce your technical debt: An ultimate guide](https://www.n-ix.com/reduce-technical-debt) [GUIDE] [GUIDE] [LEGACY] β€” A holistic architectural playbook for diagnosing, budgeting, and paying down complex software debt. Proposes systematic approaches like code reviews, architectural documentation, and legacy modernization patterns. - **(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€” Discusses the inevitability of technical debt as cloud environments and architectures naturally age. Argues that cloud adoption does not eliminate debt but merely shifts it to configuration, infrastructure, and IaC domains. -## Microservices (4) +## Microservices (5) ### Anti-Patterns (1) @@ -958,7 +965,7 @@ graph TD #### Curated Reference - **(2021)** [redhat.com: Top 8 resources for microservices architecture of 2021](https://www.redhat.com/en/blog/best-microservices-2021) 🌟🌟🌟 [COMMUNITY-TOOL] β€” A curated compilation of top-tier resources discussing microservices, distributed logging, service mesh implementations, and event-driven patterns. Provides platform architects with a quick roadmap to explore advanced container patterns and decentralized database design approaches. -### Architecture Patterns +### Architecture Patterns (1) #### Anti-Patterns (2) @@ -1042,7 +1049,7 @@ graph TD #### Dependency Isolation - **(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) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Focuses specifically on Factor II (Dependencies). Demonstrates isolating system dependencies using container images, multi-stage Dockerfiles, and initContainers to orchestrate external DB readiness checks before app startup. -#### Microservices (5) +#### Microservices (6) - **(2022)** [itnext.io: 12 factor Microservice applications β€” on Kubernetes](https://itnext.io/12-factor-microservice-applications-on-kubernetes-db913008b018) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A deep dive into implementing the complete 12-Factor framework within Kubernetes. Highlights strict environmental isolation, declarative deployment processes, and scaling microservices with pod replicas. #### Paradigms (1) @@ -1138,7 +1145,7 @@ graph TD Evaluates the shifting architectural landscape towards event-driven API patterns. Discusses protocols and specifications like WebSockets, Server-Sent Events, and AsyncAPI, analyzing how they enable real-time asynchronous streaming and responsive microservice architectures. -### Microservices (6) +### Microservices (7) #### Decomposition Patterns @@ -1220,9 +1227,9 @@ graph TD - **(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€” Examines evolutionary trends in agile delivery and DevOps, emphasizing the integration of business operations with engineering pipelines. It underscores automation, value-stream mapping, and the integration of artificial intelligence into CI/CD pipelines. ## Software Engineering (2) -### Architecture Patterns (1) +### Architecture Patterns (2) -#### Microservices (7) +#### Microservices (8) - **(2024)** [dynatrace.com: What are microservices? All you need to know](https://www.dynatrace.com/knowledge-base/microservices) [COMMUNITY-TOOL] β€” A high-level architectural overview exploring the decoupling of corporate monoliths into agile microservices. Discusses structural changes, challenges in service discovery, and the crucial role of tracing telemetry for maintaining state consistency. ### Education (1) diff --git a/v2-docs/istio.md b/v2-docs/istio.md index c4a8599c..90df5ac0 100644 --- a/v2-docs/istio.md +++ b/v2-docs/istio.md @@ -58,7 +58,7 @@ #### API Gateway - - **(2023)** [==Envoy Gateway==](https://github.com/envoyproxy/gateway) ⭐ 2799 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, community-supported model. + - **(2023)** [==Envoy Gateway==](https://github.com/envoyproxy/gateway) ⭐ 2800 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official Envoy Gateway project aimed at unifying ingress controller configurations using the Kubernetes Gateway API. Simplifies managing edge proxy deployments, routing rules, TLS terminations, and access logging under a standard, community-supported model. #### 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. diff --git a/v2-docs/java-and-java-performance-optimization.md b/v2-docs/java-and-java-performance-optimization.md index a8a81651..58467209 100644 --- a/v2-docs/java-and-java-performance-optimization.md +++ b/v2-docs/java-and-java-performance-optimization.md @@ -110,6 +110,13 @@ #### Spring Boot - **(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) [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Technical deep-dive on collecting JVM metrics, distributed traces, and custom telemetry from Spring Boot workloads on OpenShift/Kubernetes, utilizing tools like Micrometer, Prometheus, and Jaeger. +## Observability and Troubleshooting + +### JVM Performance + +#### Diagnostics (3) + + - **(2021)** [blog.heaphero.io: What is GC Log, thread dump and Heapdump? 🌟](https://blog.heaphero.io/what-is-gc-log-thread-dump-and-heapdump) [JAVA CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” A diagnostic reference explaining the roles of garbage collection (GC) logs, thread dumps, and heap dumps in Java Virtual Machine (JVM) analysis. GC logs map memory reclamation patterns, thread dumps identify concurrency deadlocks, and heap dumps pinpoint memory leaks. This guide bridges the gap between raw JVM telemetry and pragmatic troubleshooting workflows. ## Software Development ### Caching Strategy diff --git a/v2-docs/javascript.md b/v2-docs/javascript.md index 44933c27..973859e5 100644 --- a/v2-docs/javascript.md +++ b/v2-docs/javascript.md @@ -99,7 +99,7 @@ - **(2009)** [nodejs.org](https://nodejs.org/en) [C++ CONTENT] [ADVANCED LEVEL] [COMMUNITY-TOOL] β€” Home of the Node.js project, an asynchronous event-driven JavaScript runtime built on Chrome's V8 engine. Leverages a non-blocking I/O model to run high-throughput networking services at scale. #### Source Repository - - **(2009)** [==github.com/nodejs/node==](https://github.com/nodejs/node) ⭐ 117760 [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. + - **(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) diff --git a/v2-docs/jenkins-alternatives.md b/v2-docs/jenkins-alternatives.md index 81c2340e..a1c4ac29 100644 --- a/v2-docs/jenkins-alternatives.md +++ b/v2-docs/jenkins-alternatives.md @@ -72,7 +72,7 @@ #### Local Execution - - **(2024)** [==dagger/dagger: Dagger is a portable devkit for CICD==](https://github.com/dagger/dagger) ⭐ 15953 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main Git repository for Dagger, the revolutionary CI/CD engine built on BuildKit. Enables writing robust pipelines in general-purpose languages like Go, Python, or TypeScript, completely replacing verbose, fragile YAML pipeline orchestrations. + - **(2024)** [==dagger/dagger: Dagger is a portable devkit for CICD==](https://github.com/dagger/dagger) ⭐ 15954 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main Git repository for Dagger, the revolutionary CI/CD engine built on BuildKit. Enables writing robust pipelines in general-purpose languages like Go, Python, or TypeScript, completely replacing verbose, fragile YAML pipeline orchestrations. - **(2023)** [dagger.io](https://dagger.io) [COMMUNITY-TOOL] β€” Dagger is a highly portable CI/CD development kit that allows developers to define pipelines as application code. Powered by BuildKit, it guarantees identical pipeline behavior during local dev iterations and execution on remote cloud CI systems. ### CICD Orchestration diff --git a/v2-docs/kubernetes-on-premise.md b/v2-docs/kubernetes-on-premise.md index 470251ba..3fd6755d 100644 --- a/v2-docs/kubernetes-on-premise.md +++ b/v2-docs/kubernetes-on-premise.md @@ -236,7 +236,7 @@ - **(2018)** [Setting Up a Kubernetes Cluster on Ubuntu 18.04](https://loves.cloud/setting-up-a-kubernetes-cluster-on-ubuntu-18-04) [LEGACY] β€” An early tutorial detailing step-by-step master and worker initialization on legacy Ubuntu 18.04 using Kubeadm. Explains system preparation, Docker daemon runtime configuration, and initial CNI deployment steps. #### Learning - - **(2026)** [==**Kelsey Hightower: kubernetes the hard way**==](https://github.com/kelseyhightower/kubernetes-the-hard-way) ⭐ 48653 [MARKDOWN/SHELL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kelsey Hightower's legendary guide for bootstrapping highly available clusters manually without automated installers. It details SSL/TLS certificate generation, etcd cluster builds, and control plane daemon setup (kube-apiserver, kube-scheduler, etc.), representing the gold standard for understanding low-level Kubernetes engineering. + - **(2026)** [==**Kelsey Hightower: kubernetes the hard way**==](https://github.com/kelseyhightower/kubernetes-the-hard-way) ⭐ 48654 [MARKDOWN/SHELL CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kelsey Hightower's legendary guide for bootstrapping highly available clusters manually without automated installers. It details SSL/TLS certificate generation, etcd cluster builds, and control plane daemon setup (kube-apiserver, kube-scheduler, etc.), representing the gold standard for understanding low-level Kubernetes engineering. #### Ubuntu - **(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€” A step-by-step workflow focused on configuring a single-node Kubernetes cluster on Ubuntu 20.04 using Kubeadm. Outlines how to untaint the control plane node to enable single-node scheduling for development and resource-constrained test beds. diff --git a/v2-docs/kubernetes-tools.md b/v2-docs/kubernetes-tools.md index 012d4f99..10e6df89 100644 --- a/v2-docs/kubernetes-tools.md +++ b/v2-docs/kubernetes-tools.md @@ -584,7 +584,7 @@ #### Cloud Emulation - - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14063 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. + - **(2024)** [==Floci - An AWS Local Emulator Alternative==](https://github.com/floci-io/floci) ⭐ 14064 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An active and highly performant local alternative to localstack. Emulates AWS cloud service behavior locally using specialized lightweight container footprints. ## Continuous Integration and Delivery ### Cloud Native CI-CD @@ -1039,7 +1039,7 @@ #### Image Building (3) - - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) ⭐ 15768 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. + - **(2026)** [==kaniko==](https://github.com/GoogleContainerTools/kaniko) ⭐ 15767 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Kaniko is an open-source tool developed by Google to build container images from Dockerfiles inside containerized environments (like Kubernetes) without requiring a privileged Docker daemon. It executes each instruction in the Dockerfile entirely in user space, avoiding risky Docker-in-Docker (DinD) security practices. Kaniko remains a de facto standard tool for secure, isolated cloud-native CI/CD build environments. ### Control Plane #### etcd Management @@ -1484,7 +1484,7 @@ #### Observability Platform - - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27333 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. + - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27334 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. ### Alert Management #### Visualizers @@ -1613,7 +1613,7 @@ #### UI Tools (2) - - **(2017)** [==github.com/portainer/portainer==](https://github.com/portainer/portainer) ⭐ 37719 [GO / JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Portainer is a container management application that simplifies configuration and monitoring of multi-engine container environments, including Kubernetes. Featuring an intuitive web interface, it lowers the operational barrier for developers and sysadmins, facilitating application delivery and role-based access control. + - **(2017)** [==github.com/portainer/portainer==](https://github.com/portainer/portainer) ⭐ 37720 [GO / JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Portainer is a container management application that simplifies configuration and monitoring of multi-engine container environments, including Kubernetes. Featuring an intuitive web interface, it lowers the operational barrier for developers and sysadmins, facilitating application delivery and role-based access control. ### Developer Productivity (2) #### Port Forwarding (3) @@ -2471,7 +2471,7 @@ - **(2018)** [helm-ecr 🌟](https://github.com/vetyy/helm-ecr) ⭐ 24 [SHELL CONTENT] 🌟 [LEGACY] β€” A legacy helper tool designed to authenticate Helm and local installations with AWS Elastic Container Registry (ECR). Native Helm 3 OCI capabilities and integrated AWS IRSA have made direct external credential management tools obsolete. #### Single Sign-On - - **(2026)** [==Authelia 🌟==](https://github.com/authelia/authelia) ⭐ 28048 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Authelia is an open-source authentication and authorization server providing single sign-on (SSO) for applications behind reverse proxies. It supports multi-factor authentication (MFA), dynamic security policies, and user management, offloading auth logic from backend systems. + - **(2026)** [==Authelia 🌟==](https://github.com/authelia/authelia) ⭐ 28049 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Authelia is an open-source authentication and authorization server providing single sign-on (SSO) for applications behind reverse proxies. It supports multi-factor authentication (MFA), dynamic security policies, and user management, offloading auth logic from backend systems. ### Compliance and Auditing #### Dependency Tracking diff --git a/v2-docs/kubernetes.md b/v2-docs/kubernetes.md index 52a998a6..f1f12620 100644 --- a/v2-docs/kubernetes.md +++ b/v2-docs/kubernetes.md @@ -1731,7 +1731,7 @@ - **(2020)** [opensource.com: 3 ways Kubernetes optimizes your IT budget](https://opensource.com/article/20/12/it-budget-kubernetes) [N/A CONTENT] [COMMUNITY-TOOL] β€” Outlines how Kubernetes native capabilities can be systematically leveraged to optimize enterprise IT spend. Focuses on orchestrating high-density container packing, using spot instances for fault-tolerant workloads, and implementing automated cluster-scale modifications. #### Tooling (2) - - **(2024)** [==github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus metric exporter==](https://github.com/opencost/opencost) ⭐ 6589 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official repository for OpenCost, the CNCF sandbox standard defining vendor-neutral APIs for cloud-native cost allocation. Operates as an open-source real-time metrics exporter for Prometheus, serving as the industry standard benchmark across multi-cloud deployments. + - **(2024)** [==github.com/kubecost: kubecost-exporter - Running Kubecost as a Prometheus metric exporter==](https://github.com/opencost/opencost) ⭐ 6590 [GO CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The official repository for OpenCost, the CNCF sandbox standard defining vendor-neutral APIs for cloud-native cost allocation. Operates as an open-source real-time metrics exporter for Prometheus, serving as the industry standard benchmark across multi-cloud deployments. - **(2023)** [kubectl-cost](https://github.com/kubecost/kubectl-cost) ⭐ 1041 [GO CONTENT] 🌟🌟🌟 [COMMUNITY-TOOL] β€” A dedicated `kubectl` command-line plugin designed to interact directly with Kubecost APIs. Enables cluster administrators to quickly fetch real-time and historical financial metrics without accessing external graphical dashboards. - **(2022)** [KubeSurvival 🌟](https://github.com/aporia-ai/kubesurvival) ⭐ 187 [GO CONTENT] 🌟 [COMMUNITY-TOOL] β€” A scanning utility that audits existing clusters to determine the absolute cheapest VM instance shapes capable of hosting current workloads. Ensures high-availability parameters and compute requirements are fully met before suggesting migration profiles. - **(2022)** [infracloud.io: Kubernetes Cost Reporting using Kubecost](https://www.infracloud.io/blogs/kubernetes-cost-reporting-using-kubecost) [N/A CONTENT] [COMMUNITY-TOOL] β€” An operations-focused walk-through for integrating Kubecost into enterprise environments. Covers capturing Prometheus-formatted infrastructure telemetry and leveraging internal dashboards to visualize actual cost structures. diff --git a/v2-docs/linux.md b/v2-docs/linux.md index f08dd049..b1f3952c 100644 --- a/v2-docs/linux.md +++ b/v2-docs/linux.md @@ -315,7 +315,7 @@ - **(2015)** [==The Art of Command Line==](https://github.com/jlevy/the-art-of-command-line) [MARKDOWN CONTENT] [DOCUMENTATION] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premium, single-page reference for command-line mastery. Highly dense and comprehensive, it details advanced processes, pipeline debugging, and cloud utility integrations. Live Grounding establishes this repository as a global industry standard for technical terminal operations. #### Shell Configuration - - **(2013)** [==github.com/zsh-users/zsh-autosuggestions 🌟==](https://github.com/zsh-users/zsh-autosuggestions) ⭐ 35689 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A high-efficiency plugin that suggest terminal execution commands as you type, pulling context dynamically from local shells. It drastically reduces keystrokes and context switching. Live Grounding demonstrates that it has become an essential productivity tool across modern engineering environments. + - **(2013)** [==github.com/zsh-users/zsh-autosuggestions 🌟==](https://github.com/zsh-users/zsh-autosuggestions) ⭐ 35690 [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A high-efficiency plugin that suggest terminal execution commands as you type, pulling context dynamically from local shells. It drastically reduces keystrokes and context switching. Live Grounding demonstrates that it has become an essential productivity tool across modern engineering environments. - **(2009)** [==Oh My Zsh==](https://ohmyz.sh) [SHELL CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The premier framework for managing Zsh shell configurations. It comes packaged with thousands of community-authored helper functions, themes, and CLI integrations. Live Grounding highlights its unparalleled adoption across developer workstations, standardizing interactive command-line interfaces. #### Tricks and Tweaks @@ -413,6 +413,13 @@ #### SSH and Encryption - **(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€” Comprehensive guide to generating and deploying cryptographic SSH keypairs. Discusses security practices such as passphrase utilization, key algorithms (RSA vs. Ed25519), and multi-host access management. +## Observability and Troubleshooting + +### Linux Systems + +#### Kernel Diagnostics + + - **(2022)** [blog.ycrash.io: dmesg – Unix/Linux command, beginners introduction with examples](https://blog.ycrash.io/dmesg-unix-linux-command-beginners-introduction-with-examples) [BASH CONTENT] [COMMUNITY-TOOL] β€” A fundamental reference guide to using the `dmesg` utility for examining kernel-level ring buffer logs in Unix and Linux operating systems. The resource highlights critical subcommands for parsing device driver issues, memory allocation failures (including Out-Of-Memory/OOM kills), and hardware initialization errors. It provides essential CLI commands to help system administrators and site reliability engineers troubleshoot core OS issues. ## Operating Systems and Infrastructure ### Command Line (1) diff --git a/v2-docs/monitoring.md b/v2-docs/monitoring.md index d469a98d..700b1d79 100644 --- a/v2-docs/monitoring.md +++ b/v2-docs/monitoring.md @@ -356,7 +356,7 @@ #### Resources - - **(2026)** [==Awesome Sysadmin==](https://github.com/awesome-foss/awesome-sysadmin) ⭐ 34276 [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. + - **(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. ## Observability (8) ### APM (1) @@ -388,7 +388,7 @@ #### Observability Platform - - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27333 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. + - **(2026)** [==SigNoz: Open source Application Performance Monitoring (APM) & Observability' tool 🌟==](https://github.com/SigNoz/signoz) ⭐ 27334 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive open-source APM and observability platform natively integrated with OpenTelemetry. Tracks telemetry, trace spans, metrics, and application logs in a unified, high-performance UI backed by ClickHouse. Widely recognized as a major open-source competitor to Datadog. ### Application Monitoring #### .NET Core @@ -559,7 +559,7 @@ #### Uptime-Kuma - - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) ⭐ 87988 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly popular self-hosted synthetic monitoring tool written in Node.js. It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration with multi-channel alert providers, and highly intuitive dashboards, serving as a lightweight alternative to commercial APM and uptime tools. + - **(2021)** [==louislam/uptime-kuma==](https://github.com/louislam/uptime-kuma) ⭐ 87989 [JAVASCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A highly popular self-hosted synthetic monitoring tool written in Node.js. It features multi-protocol ping, HTTP/TCP checks, certificate monitoring, integration with multi-channel alert providers, and highly intuitive dashboards, serving as a lightweight alternative to commercial APM and uptime tools. ## Performance Engineering (1) ### Profiling diff --git a/v2-docs/other-awesome-lists.md b/v2-docs/other-awesome-lists.md index c8278828..85f5f3f3 100644 --- a/v2-docs/other-awesome-lists.md +++ b/v2-docs/other-awesome-lists.md @@ -30,7 +30,7 @@ #### Awesome Lists (1) - - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89111 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. + - **(2025)** [==Awesome MCP Servers==](https://github.com/punkpeye/awesome-mcp-servers) ⭐ 89112 [MARKDOWN CONTENT] [GUIDE] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] [GUIDE] β€” Curator Insight: A community-curated collection of servers implementing the Model Context Protocol. Live Grounding: Aggregates verified integrations linking AI models to tools like relational databases, enterprise APIs, version control providers, and local execution runtimes. ## API Development ### API Gateway @@ -68,7 +68,7 @@ #### Resource Curation - - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302822 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. + - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302828 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. ## Cloud Infrastructure ### AWS @@ -214,7 +214,7 @@ - **(2023)** [==Awesome Container==](https://github.com/tcnksm/awesome-container) ⭐ 175 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized index investigating low-level container building, runtimes (runc, containerd, CRI-O), image specification standards, and isolation platforms. Ideal for system engineers seeking to master virtualization fundamentals and security sandboxing at the kernel boundary. #### General - - **(2023)** [==@sindresorhus' Awesome==](https://github.com/sindresorhus/awesome) ⭐ 475614 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main index repository by Sindre Sorhus, tracking development resources and technologies globally. Highly useful for architects trying to cross-reference multiple tech stack capabilities. + - **(2023)** [==@sindresorhus' Awesome==](https://github.com/sindresorhus/awesome) ⭐ 475618 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The main index repository by Sindre Sorhus, tracking development resources and technologies globally. Highly useful for architects trying to cross-reference multiple tech stack capabilities. #### Kubernetes (1) - **(2023)** [==@ramitsurana' Awesome Kubernetes==](https://ramitsurana.github.io/awesome-kubernetes) [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A thoroughly organized directory of tools, books, tutorials, and libraries designed for Kubernetes users. Serves as an invaluable learning roadmap for operations engineers and developers to discover and adopt production-grade tooling in their DevOps lifecycles. @@ -235,7 +235,7 @@ - **(2023)** [==github.com/calvin-puram: Awesome Kubernetes Operator Resources==](https://github.com/calvin-puram/awesome-kubernetes-operator-resources) ⭐ 245 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A specialized guide indexing SDKs, patterns, and source repositories for writing Kubernetes Operators. It provides concrete references on the Operator SDK, Kubebuilder framework, and controller-runtime systems, allowing platform developers to build automated, stateful management controllers. #### Productivity - - **(2023)** [==Awesome Productivity==](https://github.com/jyguyomarch/awesome-productivity) ⭐ 3257 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A curated directory showcasing productivity systems, workspace organizers, automated scripting kits, and distraction-blocking helpers. Designed to aid engineers in maximizing throughput and focusing effort during large-scale development sprints. + - **(2023)** [==Awesome Productivity==](https://github.com/jyguyomarch/awesome-productivity) ⭐ 3258 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A curated directory showcasing productivity systems, workspace organizers, automated scripting kits, and distraction-blocking helpers. Designed to aid engineers in maximizing throughput and focusing effort during large-scale development sprints. #### Scalability - **(2023)** [==Awesome Scalability==](https://github.com/binhnguyennus/awesome-scalability) ⭐ 71720 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A legendary repository outlining the structural design patterns for massive, highly available backend systems. Covering microservices coordination, message brokers, caching schemas, and consensus databases, this represents the gold standard for backend systems architects. @@ -250,7 +250,7 @@ #### DevOps - - **(2023)** [==The Book of Secret Knowledge 🌟==](https://github.com/trimstray/the-book-of-secret-knowledge) ⭐ 228291 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive, high-density repository of DevOps command cheatsheets, diagnostic scripts, network testing algorithms, and configuration templates. Highly useful for site reliability engineers performing active cluster incident responses and systems troubleshooting under pressure. + - **(2023)** [==The Book of Secret Knowledge 🌟==](https://github.com/trimstray/the-book-of-secret-knowledge) ⭐ 228298 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” A massive, high-density repository of DevOps command cheatsheets, diagnostic scripts, network testing algorithms, and configuration templates. Highly useful for site reliability engineers performing active cluster incident responses and systems troubleshooting under pressure. ### Educational Resources #### Articles @@ -516,7 +516,7 @@ #### Resources (11) - - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175402 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. + - **(2026)** [==Awesome Go 🌟==](https://github.com/avelino/awesome-go) ⭐ 175407 [GO CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive curated repository of high-quality Go frameworks, libraries, and software. Unmatched resource for identifying vetted dependencies for enterprise service development. Ideal for building lightweight, hyper-fast microservices, Kubernetes operators, and cloud infrastructure CLI tools. ### Java #### Resources (12) @@ -555,7 +555,7 @@ #### Interview Preparation (1) - - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) ⭐ 140288 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive prep suite for engineering roles, focusing on algorithms, practical system design topologies, behavioral matrices, and resume optimizations. Provides actionable code structures and design templates built to satisfy high-bar technical interview pipelines. + - **(2026)** [==Tech Interview Handbook==](https://github.com/yangshun/tech-interview-handbook) ⭐ 140289 [TYPESCRIPT CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The definitive prep suite for engineering roles, focusing on algorithms, practical system design topologies, behavioral matrices, and resume optimizations. Provides actionable code structures and design templates built to satisfy high-bar technical interview pipelines. ### Education (1) #### Foundations diff --git a/v2-docs/postman.md b/v2-docs/postman.md index 726a1ff0..de3da786 100644 --- a/v2-docs/postman.md +++ b/v2-docs/postman.md @@ -9,7 +9,6 @@ - [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] - [medium: Kubernetes Tutorial: Your Complete Guide to Deploying an App on' AWS with Postman 🌟](https://medium.com/better-practices/kubernetes-tutorial-b6f302a67426) [COMMUNITY-TOOL] - [vaishnavidontha.hashnode.dev: API Testing using Postman - Part 1](https://vaishnavidontha.hashnode.dev/api-testing-using-postman-part-1) [COMMUNITY-TOOL] - - [blog.postman.com: Introducing the Secret Variable Type in Postman](https://blog.postman.com/introducing-secret-variable-type-in-postman) [COMMUNITY-TOOL] - [blog.balasundar.com: Run Postman collections using Newman and Python](https://blog.balasundar.com/run-postman-collections-using-newman-and-python) [COMMUNITY-TOOL] ## API Development @@ -38,6 +37,13 @@ ##### Testing Frameworks - **(2021)** [freecodecamp.org: Master API Testing with Postman](https://www.freecodecamp.org/news/master-api-testing-with-postman) [N/A CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Curator Insight presents this masterclass from FreeCodeCamp for comprehensive API testing utilizing Postman. Live Grounding notes that while GUI based testing is powerful for debugging, exporting these suites for CLI integration via Newman remains the gold standard for automated pipelines. It serves as an essential foundational guide for quality engineering. +## Security and Governance + +### API Lifecycle + +#### Secrets Management + + - **(2023)** [blog.postman.com: Introducing the Secret Variable Type in Postman](https://blog.postman.com/introducing-secret-variable-type-in-postman) [JAVASCRIPT CONTENT] [COMMUNITY-TOOL] β€” Postman's 'Secret' variable type enhances security workflows by preventing sensitive data leakage in API tests and collections. It masks sensitive values (like API keys or tokens) in the Postman UI and console logs, protecting them from accidental exposure during sharing or screen-sharing sessions. This feature represents a critical upgrade for enterprise DevSecOps pipelines integrating automated API testing. ## Software Architecture ### Business Rules diff --git a/v2-docs/python.md b/v2-docs/python.md index faf4121f..b0d96def 100644 --- a/v2-docs/python.md +++ b/v2-docs/python.md @@ -82,7 +82,7 @@ #### Large Language Models - - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97132 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. + - **(2024)** [==LLMs-from-scratch==](https://github.com/rasbt/LLMs-from-scratch) ⭐ 97134 [PYTHON CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” Curator Insight highlights this acclaimed resource for building a fully functional PyTorch Transformer from scratch. Live Grounding verifies it is an indispensable textbook for AI engineers, laying bare tokenization, self-attention calculations, optimization loops, and model loading mechanics without library abstractions. ### Generative AI #### Data Analysis Automation @@ -132,7 +132,7 @@ - **(2015)** [fedoralovespython.org 🌟](https://fedoralovespython.org) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Specialized guide highlighting Python integration within Fedora and Red Hat Linux distributions. Demonstrates system-level binary dependencies, pip-to-rpm management, and kernel automation script packaging. #### Resource Curation - - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302822 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. + - **(2014)** [==Awesome Python 🌟==](https://github.com/vinta/awesome-python) ⭐ 302828 [MARKDOWN CONTENT] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” The quintessential curated directory indexing thousands of top-tier Python packages, libraries, frameworks, and tools across data science, web development, containerization, and networking. #### Server Infrastructure - **(2020)** [digitalocean.com python 🌟](https://www.digitalocean.com/community/tags/python) [MARKDOWN CONTENT] [DOCUMENTATION] [COMMUNITY-TOOL] β€” Multi-layered tutorial portal offering system administration, server setup, and Django/Flask containerization guides on DigitalOcean VMs, covering production-grade Nginx configurations and daemon process control. diff --git a/v2-docs/sre.md b/v2-docs/sre.md index e8446f06..5a0e259e 100644 --- a/v2-docs/sre.md +++ b/v2-docs/sre.md @@ -198,7 +198,7 @@ #### Core Architectures - - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128181 [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. + - **(2025)** [==Skills for Real Engineers==](https://github.com/mattpocock/skills) ⭐ 128202 [MARKDOWN CONTENT] [ADVANCED LEVEL] 🌟🌟🌟🌟🌟 [DE FACTO STANDARD] β€” An exceptionally popular repository detailing the foundational principles, design philosophies, and architectural protocols required for master-level software delivery. While the curator focuses on career advancement, live engineering practice indicates that mastering these fundamentals is vital to surviving rapid AI development shifts. It represents an elite reference for engineering standardizations. ### Version Control Systems #### Git Workflows diff --git a/v2-docs/terraform.md b/v2-docs/terraform.md index c94bbb3b..ae668beb 100644 --- a/v2-docs/terraform.md +++ b/v2-docs/terraform.md @@ -862,6 +862,11 @@ #### Providers (2) - **(2022)** [github.com/tlkamp/terraform-provider-validation: Validation Provider](https://github.com/tlkamp/terraform-provider-validation) ⭐ 42 [GO CONTENT] 🌟🌟 [COMMUNITY-TOOL] β€” An auxiliary custom validation provider that provides functions to run assertions, validate string constraints, and execute advanced checks before Terraform proceeds to infrastructure application phases. +### Database Automation + +#### Terraform and Azure + + - **(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) [HCL CONTENT] [COMMUNITY-TOOL] β€” Practical implementation guide for leveraging HashiCorp Terraform to configure diagnostic logging and retention policies on Azure Database for PostgreSQL Flexible Server. By defining IaC blocks for diagnostic settings and log forwarding, platform engineers can automate the streaming of engine logs to Azure Monitor, Log Analytics, or Storage Accounts. This configuration ensures compliance with enterprise security audits and automated log archival. ### Dependency Management #### Upgrade Automation