Adapt Karpathy's viral LLM Wiki pattern for legal education – drop in your outlines, let Claude Code build a cross-referenced knowledge base, and publish it as a browsable site with Quartz.
How we merged two overlapping court order trackers, enriched missing fields with Claude Haiku for a few cents, replaced 200 paywalled links with free CourtListener alternatives, and shipped a searchable explorer – all through conversational prompting with Claude Code.
A walkthrough of building a Medicare fraud backtest overnight in Claude Code – from a plain-English spec to 289 matched providers across 41 states, a fraud-similarity model with AUC 0.79, and a manual public-record check of high-scoring peers. Including the three times the pipeline failed, the data duplication bug, and the engineering decisions that shaped the final design.