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Awesome Copilot ID v2.2.1 — Security Hardening, Architecture Mapper & Multi-Platform Parity Pembaruan v2.2.1 telah dirilis untuk mematangkan tata kelola 44 agen rekayasa perangkat lunak dalam ekosistem Awesome Copilot ID. Poin-Poin Utama Pembaruan: • Universal Anti-Injection: Seluruh 44 skills kini mengisolasi input repositori sebagai inert data untuk menangkal prompt injection dan lolos audit pemindai keamanan (zero false-positives). • Official Architecture Mapper: Peresmian perintah /sdlc-map-architecture untuk memelihara topografi kode dan batas pengujian di docs/ARCHITECTURE.md. • Disiplin SDLC & Anti-Scope Creep: Evaluasi matriks 40/30/30 Readiness Score, kewajiban tracer-bullet vertical slicing, serta aturan main yang lebih jelas untuk /code-janitor. Dokumentasi & Repositori: • Release Notes: https://github.com/GulajavaMinistudio/awesome-copilot-id/releases/tag/v2.2.1 • Web Docs: https://gulajavaministudio.github.io/awesome-copilot-id/ • GitHub Repo: https://github.com/GulajavaMinistudio/awesome-copilot-id

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Building With AI When You Don't Know Architecture: A Survival Guide https://dev.to/james_anderson_h/building-with-ai-when-you-dont-know-architecture-a-survival-guide-1ma3

I Tried Pair Programming With Three Different AI Tools For a Month https://dev.to/elsie-rainee/i-tried-pair-programming-with-three-different-ai-tools-for-a-month-2nnc —- I Let AI Design Tools Build My Portfolio Site — Clients Noticed https://dev.to/devstackcommunity/i-let-ai-design-tools-build-my-portfolio-site-clients-noticed-40ej —— My AI Gateway Added 400ms to Every Request. Here's Where It Went https://dev.to/devstackhub/my-ai-gateway-added-400ms-to-every-request-heres-where-it-went-2fkp —- Agents That Act Need Brakes, Not Just Brains https://dev.to/james_anderson_h/agents-that-act-need-brakes-not-just-brains-54h2 —- What do you build when you can build anything? https://dev.to/ale3oula/what-do-you-build-when-you-can-build-anything-4eg0

From Defensive Coding to Pure Flow: Solving Vibe Coding’s Wheel-Reinventing Dilemma with ponytail https://levelup.gitconnected.com/from-defensive-coding-to-pure-flow-solving-vibe-codings-wheel-reinventing-dilemma-with-ponytail-472bedc9bf36 —- The Vendor-Agnostic AI Stack: How to Stop Hardcoding Your Agent Workflows https://levelup.gitconnected.com/the-vendor-agnostic-ai-stack-how-to-stop-hardcoding-your-agent-workflows-a61c4d8ac294 —- Add “Summarize with AI” to Your Blog — 40 Lines, No Backend A simple way to let readers open your articles directly in ChatGPT, Claude, Gemini, Perplexity, or Grok. https://levelup.gitconnected.com/add-summarize-with-ai-to-your-blog-40-lines-no-backend-9054f71c27bd —- Most Prompts Don’t Make AI Think. This One Does. https://medium.com/profitable-minds/most-prompts-dont-make-ai-think-this-one-does-9aa05b27ff51

SDD vs. Vibe Coding: What the Data Really Says About AI-Coding Productivity https://medium.com/@wasowski.jarek/sdd-vs-vibe-coding-what-the-data-really-says-about-ai-coding-productivity-941faaf7c510 —- The Best TUIs in 2026: Why Developers Are Quietly Abandoning Their Desktop Apps https://liu-111.medium.com/the-best-tuis-in-2026-why-developers-are-quietly-abandoning-their-desktop-apps-5acf3ddaec97 —- Cursor vs Claude Code vs Codex: Which AI Tool Should JavaScript Developers Use? https://javascript.plainenglish.io/cursor-vs-claude-code-vs-codex-which-ai-tool-should-javascript-developers-use-68db3c683e95 —-

21 CLAUDE.md Rules That Stop AI From Breaking Your Codebase https://uditgoenka.medium.com/claude-md-for-coding-aa4528d98bbc —- 6 Claude Skills + MCP Tools that helped me to maintain 5000+ Files Monorepo! https://levelup.gitconnected.com/6-claude-skills-mcp-tools-that-helped-me-to-maintain-5000-files-monorepo-c5a90bb657bc

4 Skills That Patch Claude Code’s Biggest Bugs (Install These First) https://divadsanders.medium.com/4-skills-that-patch-claude-codes-biggest-bugs-install-these-first-fb72184c6a58 —- What Should Programmers Do While the AI Writes Code? https://scottbatson.dev/what-should-programmers-do-while-the-ai-writes-code-a2ce2e6de88e —- Claude Code, Codex CLI, and Gemini CLI: Three Terminal Agents, Three Different Ideas of What “Safe to Run” Means https://medium.com/@AIbatros/claude-code-codex-cli-and-gemini-cli-three-terminal-agents-three-different-ideas-of-what-safe-ff26d0015e1f —-

Claude Code, Codex CLI, and Gemini CLI: Three Terminal Agents, Three Different Ideas of What “Safe to Run” Means https://medium.com/@AIbatros/claude-code-codex-cli-and-gemini-cli-three-terminal-agents-three-different-ideas-of-what-safe-ff26d0015e1f —— Stop Using GitHub Copilot Wrong: A Practical Guide to Agent Modes, Context Engineering, and AI Credits https://medium.com/codex/stop-using-github-copilot-wrong-a-practical-guide-to-agent-modes-context-engineering-and-ai-ea48354bec7e —- The AI Labs don’t want you to know this right now. https://michalmalewicz.medium.com/the-ai-labs-dont-want-you-to-know-this-right-now-81011a936263 —- 13 Claude Code Commands Most Developers Never Use — But Should https://halilozel1903.medium.com/13-claude-code-commands-most-developers-never-use-but-should-5a37ef07417f —-

shadcn's Free AI Chatbot Template + OpenRouter https://www.youtube.com/watch?v=O3PHty3MJ9o