About
I build production AI systems. This is where I reconstruct the theory behind them, test claims about coding agents and migrations, and publish the derivations, experiments, and failures.
Every essay carries one falsifiable central claim and at least one artifact that required real work — a benchmark with my own numbers, a runnable repo, a derivation, an annotated trace.