knowledge-management
4 articles
Karpathy's Idea File Manifesto — In the LLM Agent Era, Sharing Ideas Beats Sharing Code
Karpathy turned a viral tweet into a GitHub Gist idea file: a structured blueprint for an LLM-maintained Wiki. In the agent era, plain-text ideas can be more valuable than finished code because the recipient's agent can rebuild them.
Behind 29,000 Bookmarks: Paweł Huryn on Knowledge Systems That Grow Themselves
Karpathy shared his experience building a personal knowledge base with LLMs, earning 29,000 bookmarks. Huryn argues the real killer feature isn't reading — it's writing back. When your LLM automatically updates your knowledge base, your personal wiki becomes a personal research team.
Karpathy's LLM Knowledge Base Workflow — Let AI Build Your Personal Wikipedia
Andrej Karpathy shares his workflow for building a personal knowledge base with LLMs: dump raw materials in, let LLMs compile them into a Markdown wiki, then use CLI tools for Q&A, linting, and visualization. He thinks there's room for an incredible new product here.
Claude Code Is Not Just for Writing Code — Six Non-Coding Patterns Worth Stealing
rodspeed lays out six ways to use Claude Code as general automation, not just a code editor: fresh eyes, meta-skills, freshness-aware search, conversation harvests, structured memory, and handoffs. The deeper pattern is read, filter, decide, present.