writings

field notes from building systems that have to work.

  1. The work after “done”

    Coding agents can hand us an implementation. What should count as a completed task? On claims, regression tests, and building Redpen.

  2. Stop Reading Docs. Start Talking. Introducing API-Talks ↗

    How I built a conversational layer over API documentation using parsing, vector retrieval, and context-aware answer generation.