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Pydantic AI 2.0: The New Best Way to Build AI Agents is Composing Capabilities
Cole Medin
Pydantic AI 2.0: The New Best Way to Build AI Agents is Composing Capabilities
Pydantic AI 2.0 introduces a new core primitive called the 'capability' that bundles instructions, tools, hooks, guardrails, and model settings into a single composable, reusable unit. This video explains what capabilities are, how they compare to the 1.0 approach, and why this architectural shift makes Pydantic AI the leading agent framework again.
AI & TechPydantic AI
3 min read10 Jul 2026

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