Community Updates
A stream of short-form insights, takes, and news from the AI Socratic community.
Karpathy's Knowledge Bases for Vibe Coding
Karpathy shared his approach to organizing knowledge bases for effective vibe coding with AI agents. Sources: tweethttps://x.com/himanshustwts/status/2039811786602607052
Federico Ulfo
Apr 21, 2026
More Vibe Coding Tools: Fire-PDFs & Claude Code Tips
- Fire-PDFs — a new library from Firecrawl to extract PDFs: tweethttps://x.com/firecrawl/status/2044085849990553606 - Claude Code tips: tweethttps://x.com/sharbel/status/2040461006757892273
Federico Ulfo
Apr 21, 2026