Your Agent Has Observability. It Doesn't Have Evals.

Automated excerpt

Nothing in a trace records whether it was right, because a confidently wrong tool-call chain emits exactly the same telemetry as a correct one: same token counts, same latencies, same finish_reason, same green spans end to end. The agent called issue_refund on the second. Every production failure becomes case fifty-one.

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