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In this video, I show how Andrej Karpathy’s LLM Wiki — a self-evolving knowledge system — can be hooked up to Claude Code to massively supercharge your AI coding workflows. Prompt 1: Build me a complete LLM Wiki system based on this idea from Karpathy. I use Obsidian. Create the folder structure, initial scripts/tools if needed, and give me clear step-by-step instructions on how to ingest data and have you maintain the wiki. Make it practical and ready to run today. Prompt 2: Review the entire wiki for contradictions, stale info, missing links, or new connections. Fix and improve it. 🔗 My Links: Sponsor a Video or Do a Demo of Your Product, Contact me: intheworldzofai@gmail.com 🔥 Become a Patron (Private Discord): https://patreon.com/WorldofAi 🧠 Follow me on Twitter: https://twitter.com/intheworldofai 🚨 Subscribe To The SECOND Channel: https://www.youtube.com/@UCYwLV1gDwzGbg7jXQ52bVnQ 👩🏻‍🏫 Learn to code with Scrimba – from fullstack to AI https://scrimba.com/?via=worldofai (20% OFF) 🚨 Subscribe To The FREE AI Newsletter For Regular AI Updates: https://intheworldofai.com/ 👾 Join the World of AI Discord! : https://discord.gg/NPf8FCn4cD Something coming soon :) https://www.skool.com/worldofai-automation [Must Watch]: Claude Code Computer Use Can Control Your ENTIRE Computer! Automate Your Life!: https://youtu.be/KiywNP4b0aw?si=HuJnvik0AgLjIkCb Turn Antigravity Into AN AI Autonomous Engineering Team! Automate Your Code with Subagents!: https://www.youtube.com/watch?v=yuaBPLNdNSU Gemini 3.5? NEW Gemini Stealth Model Is POWERFUL & Fast! (Fully Tested): https://youtu.be/1abLcL33eKA?si=H50xRhJxVYM7HFPK 📌 LINKS & RESOURCES Github Repo: https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f#llm-wiki Claude Code: https://code.claude.com/docs/en/overview Obsidian: https://obsidian.md/ Obsidian Web Clipper: https://obsidian.md/clipper https://x.com/FarzaTV/status/2040563939797504467 https://x.com/karpathy/status/2040470801506541998 https://x.com/karpathy/status/2039805659525644595 Instead of manually writing notes or organizing data, the LLM builds and maintains a persistent wiki for you, constantly updating, cross-referencing, and improving itself. When paired with Claude Code, it can: Read your raw source files (articles, docs, code snippets) Maintain a fully structured markdown wiki Answer complex coding queries using your knowledge base Continuously improve over time, making AI-assisted coding smarter I’ll show you how to set it up in under 5 minutes, including the folder structure (raw/ and wiki/) and how to feed it your own data. If you want next-level AI coding, this is a game-changer. Features / Bullet Points ✅ LLM Wiki overview and how it works ✅ Connecting Claude Code to your self-evolving knowledge system ✅ Example: ingesting frontend designs and generating code suggestions ✅ How to query the wiki for smarter code outputs ✅ Why this approach is 10x more effective than RAG [Time Stamps]: 0:00 - Introductions 0:45 - Demo 1:45 - LLM Wiki Explanation 4:41 - Setup 8:16 - Frontend Example 11:19 - Output 12:07 - Enable Self-Eolving Tags / Keywords Claude Code, LLM Wiki, Andrej Karpathy, AI coding assistant, AI agent, self-evolving AI, AI knowledge base, LLM knowledge management, AI automation, Obsidian, markdown wiki, AI productivity, AI code generation, AI programming, Karpathy LLM, AI research tools Hashtags #ClaudeCode #LLMWiki #Karpathy #AIAssistant #AICoding #AIProductivity #SelfEvolvingAI #MarkdownWiki #Obsidian #AIWorkflow