Observability
Every agent decision emits a structured reasoning trace: what tools were called, what data was retrieved, what the agent considered, what it concluded, and why. Every token tracked. Full job lineage from start to finish. All records structured, queryable, and ready for compliance, debugging, or continuous improvement. Humans and other agents can inspect, verify, and intervene at any point in the flow.