Speeding up agentic workflows with WebSockets in the Responses API

The article discusses enhancements to the Responses API through the integration of WebSockets and connection-scoped caching, which significantly reduce API overhead and improve model latency in the Codex agent loop. These optimizations facilitate faster agentic workflows, making it more efficient for practitioners to implement and scale applications that rely on real-time interactions with AI models. This advancement is particularly relevant for developers aiming to enhance responsiveness in applications that require low-latency communication.