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> **The missing security layer for AI agents.** Policy enforcement, identity mesh, execution sandboxing, and reliability engineering — in one toolkit.
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## Why Agent Governance?
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Autonomous AI agents (LangChain, AutoGen, CrewAI, etc.) can call tools, spawn sub-agents, and take real-world actions — but have**no runtime security model**. The Agent Governance Toolkit provides:
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AI agent frameworks (LangChain, AutoGen, CrewAI, Google ADK, OpenAI Agents SDK) enable agents to call tools, spawn sub-agents, and take real-world actions — but provide**no runtime security model**. The Agent Governance Toolkit provides:
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-**Deterministic policy enforcement** before every agent action
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-**Zero-trust identity** with cryptographic agent credentials
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@@ -146,6 +151,10 @@ This project welcomes contributions and suggestions. Please see [CONTRIBUTING.md
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Most contributions require you to agree to a Contributor License Agreement (CLA). For details, visit https://cla.opensource.microsoft.com.
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When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot.
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This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any questions.
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## License
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This project is licensed under the [MIT License](LICENSE).
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