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A practical 2026 comparison of the top AI agent frameworks — LangGraph, CrewAI, AutoGen, OpenAI Agents SDK, Google ADK, Microsoft Agent Framework, Mastra, and Claude Agent SDK. Covers architecture philosophy, production maturity, multi-language support, observability, and team fit, with a selection decision tree.
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