Monitoring AI agents in production: identity, behavior, incidents

AI agents act through APIs with credentials that often outlive a single task. Three questions matter in production: who is calling, what is it doing compared to its normal behavior, and what happens when something goes wrong.

Observable's APIs give each agent a strong identity, record its tool calls, score risk from real behavior and route high-impact actions to a human approval gate.

Incidents and performance signals can then flow into the GRC risk register, so operational events feed your management system instead of living in a separate tool.