Agents SDK OpenAI

The OpenAI Agents SDK is a lightweight, production-ready framework designed to help developers build, orchestrate, and deploy scalable multi-agent AI applications in Python and TypeScript. It streamlines the creation of intelligent systems through four core mechanisms: Agents configured with specific instructions and tools, dynamic Handoffs that seamlessly delegate tasks between specialized agents, Guardrails that enforce safety and output validation using strict schemas, and built-in Tracing for monitoring workflow execution. By providing a structured, code-first approach to complex orchestration, the SDK enables engineering teams to integrate external APIs and reliable AI workflows directly into their existing codebases without managing heavy infrastructure.