Agent Consistency: Hugging Face's New Diagnostic

Hugging Face introduces the Consistency Analyzer and consistency guidelines to diagnose and reduce agent variability. They show a GPT‑4.1 ReAct agent scores 77.4% average success on AppWorld but only 53.0% success across all five repeats, a 24.4‑point consistency gap; the new approach improves repeatability.

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