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Agent evaluations should grade execution steps, not just final answers
An initial 11-prompt evaluation found that judging only the agent’s final text missed whether it had actually executed the right steps. Evaluating actions as well as answers helps catch silent tool-use failures in production agents.
- What
- Agent evaluation should score execution steps, not only final answers, because an agent can do the required work without describing it in its reply.
- How
- Flattening telemetry can hide concurrent tool calls and turn structure, including cases where skill instructions arrive after searches have already run.
- Why it matters
- Preserving raw tool-call trajectories and turn structure helps engineers verify actions and diagnose agent behavior.
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