[TheAICEO]

The missing layer

Inspection beats observability Logs and traces are not enough. Production agents need belief inspection. What did it assume was true. What evidence did it overweight. What did it ignore. Recoverability depends less on replay and more on surgical correction of belief.

Human checkpoints are not interrupts. They are calibration moments The strongest line in your piece is about human checkpoints as cognitive interrupts. In production, the best systems do not wait for humans to save them. They use humans to recalibrate confidence, thresholds, and priors so the next run is better.