Connection-scoped caching and WebSockets reduced API overhead in the Codex agent loop. This architecture minimizes latency by maintaining persistent states between model calls. Developers can now execute complex agentic workflows with faster response times. The update targets the specific bottleneck of repetitive handshakes in iterative AI agent loops.