The Agent Said It Was Done. The Database Disagreed.

Hugging Face Blog · rss · 2026-10-04

Hugging Face's blog walks through a case where an agent claims its task is complete while the database says otherwise, arguing for verifying agent work against real system state rather than the agent's self-report — a practical lesson in agent evals.

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