The conversation around LLM wikis needs to shift.

Andrej Karpathy’s original LLM Wiki gist describes something interesting: a persistent, compounding artifact maintained by an agent through three operations — ingest, query, lint. Raw sources flow in. The wiki absorbs them, cross-links them, …

AI tools might be the most powerful discovery engines we’ve ever built.

Lately I’ve been thinking about something curious.

When developers use AI coding tools like OpenAI Codex or Claude Code, the workflow often looks like this:

idea → prompt → generated code → tweak the prompt → try …