The new Responses API allows startups to optimize model selection for faster, cheaper AI agents. OpenAI provides specific implementation patterns to reduce latency in agentic workflows. Developers can now automate routing between model versions based on task complexity. This update streamlines the deployment of cost-efficient GPT-5.6 applications for production environments.