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Microsoft Agent Framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

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Overview

Microsoft Agent Framework provides a consistent foundation for building, orchestrating, and operating agent systems across Python, .NET and Go. It is built for taking agents from prototype to production, supporting graph-based patterns, durability, observability, and provider flexibility.

Deep Analysis

Key Differentiator

A production-focused, multi-language framework supporting Python, .NET, and Go with an emphasis on durability, restartability, and provider flexibility.

⚡ Capabilities

  • • Build and orchestrate multi-agent workflows
  • • Graph-based patterns (sequential, concurrent, handoff)
  • • Durability and restartability
  • • Observability and governance
  • • Human-in-the-loop control

🔗 Integrations

Microsoft FoundryAzure OpenAIOpenAIGitHub Copilot SDK

✓ Best For

  • ✓ Teams taking agents from prototype to production
  • ✓ Applications requiring production-grade orchestration beyond a single prompt
  • ✓ Architectures needing provider flexibility and evolution

✗ Not Ideal For

  • ✗ Simple, stateless chat loops without orchestration needs
  • ✗ End-user applications without a development focus

⚠ Known Limitations

  • ⚠ Primarily a framework for developers, not an end-user tool

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