Speeding up agentic workflows with WebSockets in the Responses API

📰 OpenAI News

Speed up agentic workflows with WebSockets in the Responses API to reduce overhead and improve model latency

advanced Published 22 Apr 2026
Action Steps
  1. Implement WebSockets in the Responses API to enable real-time communication
  2. Configure connection-scoped caching to reduce API overhead
  3. Test the impact of WebSockets on model latency and API performance
  4. Apply the optimized workflow to production environments
  5. Compare the results with previous implementations to measure improvement
Who Needs to Know This

Developers and engineers working with agentic workflows and the Responses API can benefit from this knowledge to optimize their systems

Key Insight

💡 WebSockets and connection-scoped caching can significantly reduce API overhead and improve model latency in agentic workflows

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⚡️ Speed up agentic workflows with WebSockets in the Responses API! 📊

Key Takeaways

Speed up agentic workflows with WebSockets in the Responses API to reduce overhead and improve model latency

Full Article

A deep dive into the Codex agent loop, showing how WebSockets and connection-scoped caching reduced API overhead and improved model latency.
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