01
The bottleneck was never generation
Agent output
Reviewgate
Trusted changes
Increasing generation speed does not increase trusted throughput when review capacity is fixed. It deepens the queue at the gate. The operational principle is back pressure: never hand a loop more autonomy than your verification system can absorb.
02
What makes a credible oracle
A loop earns automated status when its check is cheap, frequent, and difficult for the same generator to game.
- CheapIt can run on every relevant change, not only during an audit.
- FastFeedback arrives inside the loop while its context remains useful.
- IndependentThe verifier does not simply reproduce the maker’s assumptions.
- Hard to fakeHoldout scenarios, strong types, property checks, and behavioral tests resist “assert true.”
03
Layer the evidence
FloorBuild, types, links, static analysisDeterministic
QualityScenario tests, critic agents, editorial or visual judgesInferential
FeelDoes this deserve to exist and ship?Human judgment
Do not ask a floor check to stand in for taste, or an AI judge to stand in for legal or reputational responsibility. Each layer has a different claim to authority.