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Five Agent Frameworks, Five Philosophies: Choosing Between LangGraph, Pydantic AI, Claude Agent SDK, OpenAI Agents SDK, and Google ADK

Each of the five dominant agent frameworks in 2026 encodes a different answer to the question: what should an agent framework be? Here is how to match the philosophy to your production use case.