应对风险 把握机遇：浙商国际化如何实现高质量发展？
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if hasattr(part, "function_call") and part.function_call:
A naive approach uses a single centralized manager for all replicas. This is a classic single point of failure: as replica count grows into the thousands, the central manager becomes overwhelmed, latency increases, and one crash can halt the whole system. OSGym instead gives every OS replica its own dedicated state manager. Each state manager exposes public methods modeled after the OpenAI Gym API — reset, step, and shutdown — but handles its own health monitoring and crash recovery internally. A failure in one replica cannot propagate to any other.