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  Find out what goes into making GitHub the home for all developers.
  How we use GitHub to be more productive, collaborative, and secure
  Our engineering and security teams do some incredible work. Let’s take a look at how we use GitHub to be more productive, build collaboratively, and shift security left.
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Enterprise software
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  GitHub recognized as a Leader in the Gartner® Magic Quadrant™ for AI Code Assistants
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  Unlocking the power of unstructured data with RAG
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Open Source
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Security
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  The enterprise guide to AI-powered DevSecOps
  Learn about core challenges in DevSecOps, and how you can start addressing them with AI and automation.
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Jiaxiao Zhou

Senior Software Engineer

Posts by this author

Generative AI Under the hood: Security architecture of GitHub Agentic Workflows

GitHub Agentic Workflows are built with isolation, constrained outputs, and comprehensive logging. Learn how our threat model and security architecture help teams run agents safely in GitHub Actions.

Landon Cox, Jiaxiao ZhouMarch 9, 2026

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Jiaxiao Zhou - The GitHub Blog

Posts by this author

Generative AIUnder the hood: Security architecture of GitHub Agentic Workflows

We do newsletters, too

Posts by this author

Generative AIUnder the hood: Security architecture of GitHub Agentic Workflows

Generative AI Under the hood: Security architecture of GitHub Agentic Workflows

Generative AI Under the hood: Security architecture of GitHub Agentic Workflows