Blog
Writing about systems, design, and building with restraint.
- I Built the Detector Before the Protocol. Then Two Agents Fought Over It. Adversarial development with Claude: a lab, a battery of ML classifiers as the referee, a zoo of every past detector, and five rounds of measurement mistakes that taught me more than the wins.
- I Don't Know ML. Claude Does. 0.871 F1 on Predicting Linux Game Compatibility. Building a system that predicts Linux game compatibility using 350K+ community reports and Claude as an ML research partner.