01. WRITING
The Series
Field notes from a daily practice with AI coding agents. Patterns, tools, sharp edges. Evidence-based, no fluff.
Building a pipeline to extract patterns from 11.6GB of Claude Code session data — and discovering the series was using the wrong numbers
Six banned phrases, three syntactic patterns, one cosine-similarity fingerprint, and a humanize loop that rewrites flagged passages until the voice matches. The gate every post in this series passes through.