Microsoft Agent Framework vs LangGraph — Which Framework

This guide explains Microsoft Agent Framework vs LangGraph in practical terms — what it is, how it works on Azure day to day, the common production problems and how they are handled, and how professional support fits in. It reflects the Microsoft/Azure product state through August 2026 and is written for working Azure AI/ML professionals and candidates who want clear, real-world answers rather than marketing.

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Azure AI Engineers, Microsoft Foundry engineers, Azure OpenAI developers, Azure ML and MLOps engineers, data scientists, and anyone preparing for Azure AI/ML roles or currently working on Azure AI projects who wants to understand the topic clearly and avoid common mistakes.

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