Letter on the Animal Soul and AI
On what we may have already built, and why a model that upholds a world beats a model that only gets smarter.
Writing
Guardrails
The standing rules a coding agent works under in this setup, stripped to their plain form. Every one was paid for by a specific failure.
What changed in how I operate: benchmarks and lessons from one day
The day the setup got measured: what the numbers said, what changed in how the agent works, and the one test that would show whether rules move behaviour.