Speeding up agentic workflows with WebSockets in the Responses API

This article provides a deep dive into the Codex agent loop, detailing how the integration of WebSockets and connection-scoped caching significantly improved model latency. These optimizations were crucial in reducing API overhead, enhancing the efficiency of agentic workflows.