OpenAI’s practical guide to building agents helps product and engineering teams develop their first AI-powered agents using large language models (LLMs). It explains what agents are, when to build them, and foundational design principles. The guide offers frameworks for identifying valuable use cases, patterns for designing agent logic and orchestration, and best practices to ensure safe, predictable, and effective operation. Drawing from extensive customer deployments, it provides actionable insights to harness LLM capabilities for complex, multi-step tasks across various applications.

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