Published onFebruary 10, 2026Pydantic AI: How to Build Production-Ready AI Agentspydantic-aipython-frameworkai-agentslarge-language-modelsdata-validationstructured-outputsPydantic AI is a Python framework that uses data validation to build reliable AI agents. This guide explains how to use type hints to ensure structured LLM outputs.