ChatGPT Agent Loop Efficiency via WebSockets and Parallel Safety Checks
July 30, 2026
OpenAI optimizes agent loops through a multi-layer architecture comprising a specialized harness, API, and inference layers. The system employs persistent WebSockets and parallelized safety checks to reduce latency and operational costs during agentic execution.
HOW THIS AFFECTS YOU
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builderYou can learn from these architectural patterns to reduce agentic latency and cost in your own loops.
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researcherThese implementation details show how production-scale safety checks are parallelized during inference.