rodchalski 2 hours ago
The architecture that holds: the authorization enforcement layer generates the receipt, not the agent. Agent requests authority → enforcement grants or denies → enforcement writes the log. The agent never touches the audit trail directly.
Circuit breakers are interesting. One question: what's the behavioral baseline on first deployment? Novel workflows have no history. If the breaker trips on unfamiliar action sequences, early-stage agents will be noisy. If it doesn't, you have a blind window until the baseline stabilizes.
The consensus API is a nice design signal — model disagreement is itself useful data for high-stakes decisions.
Curious what failure mode you've hit most: authorization layer breaking first, or the audit layer?