Meta and Hugging Face launched OpenEnv, an open-source framework for evaluating AI agents in real environments, with Calendar Gym as the first production-grade benchmark. The Problem: Agents Shine in Research, Fail in Production AI agents often perform impressively in controlled research settings but struggle when …