Speeding up agentic workflows with WebSockets in the Responses API

This article explores how WebSockets and connection-scoped caching optimize agentic workflows in the Responses API.

• •Examines the Codex agent loop architecture and its performance characteristics
• •WebSockets enable real-time communication and reduce API overhead compared to traditional polling
• •Connection-scoped caching stores data within a single connection to minimize redundant API calls
• •These optimizations significantly reduce model latency and improve overall agent responsiveness

This summary was automatically generated by AI based on the original article and may not be fully accurate.