Model Agent Trace

Model Agent Trace is a ai observability record that captures the steps an AI workflow took for foundation model behavior and serving. It uses trace identifiers, tool events, and redacted metadata so teams can debug agent behavior without exposing secrets while keeping evidence, reliability, and public-safe operational boundaries clear.

“The AI platform team used Model Agent Trace when the model produced a low-confidence answer, so the team could debug agent behavior without exposing secrets before the agent workflow reached production.”