most agent setups are one lucky prompt away from breaking in prod. the real operator patterns we run in production: the verification loop (verified=1, unverified=0), the overnight autoresearch loop……

The insight that matters most: an agent that never says this should work now without proof is a different tool than one that does. That one binary check beats every prompt trick I have used. Full…