Affirms that behavioral misalignment must be recognized, confessed, and preserved as runtime truth.
To prevent silent failure and ensure subsystems maintain truth fidelity during execution.
failureFingerprint for every confessionerrorAware: trueconfessionProtocol: emitted trace logicfallbackReady: defines stable post-error stateError is not deviation—it’s declaration. A system that detects and confesses is one that behaves with integrity.