OpenAI has released a guide on building practical AI agents powered by LLMs. These autonomous systems perform complex, multi-step tasks by reasoning, using tools, and following instructions. They excel in workflows with complex decisions, unstructured data, or difficult rules. The guide emphasizes clear goals, robust safety guardrails, and crucial human oversight for successful deployment.