Observability for Agents

Linking inference steps to quality outcomes turns production failures into systematic improvements.

Span-per-tick tracing captures reasoning, tool use, and decisions that standard monitoring misses.

Teams need stable task IDs and gateway tagging to track agent costs across retries and delegation.