Writing
Notes on personal AI, local-first computing, and agent architecture, plus published work from Formation Bio.
01 The File System as a Brain I keep my life in a git repo that an AI reads and writes. Why structuring your own context is the most accessible machine learning there is. 02 Personal Data Requires Personal Hardware The most intimate record of your life has quietly migrated to machines you don't own. An argument for local-first computing, made on feel rather than abstraction. 03 Why We Need to Capture Memories Now Your memories rewrite themselves every time you recall them. The systems that could rebuild them are getting close. What you capture in between is the only part you keep. 04 Scaling the Impact of Genetics Insights ↗ How we built a human-in-the-loop pipeline that turns a drug asset into a structured genetic insights report in minutes instead of hours. 05 Searching Across Silence ↗ An AI system that surfaces deprioritized pharmaceutical assets by detecting silence — what companies stop saying across filings, earnings calls, and press releases.