Karpathy’s wiki approach organizes transcripts and research into indexed markdown pages, scaling to hundreds of documents at low cost.
In an AI-native workflow, the audience for your error messages is an LLM, not a human. Compare "invalid query parameter name ...
I'm not giving in to the vibes yet.