Microsoft Agent Governance Toolkit — Sub-Millisecond Policy For Every AI Agent

Microsoft's Agent Governance Toolkit is the first open-source framework to cover all 10 OWASP Agentic Top 10 risks with deterministic, sub-millisecond policy enforcement. MIT licensed, 3.7K GitHub stars. Eight component packages — Agent OS (policy engine), Agent Mesh (trust mesh), Agent Runtime (privilege rings), Agent SRE (kill switch, SLOs), Agent Compliance (OWASP verification), Agent Marketplace (plugin trust scoring), Agent Lightning (RL training governance), and Agent Hypervisor (audit + commitment anchoring). Policies in YAML, OPA, or Cedar. Zero-trust identity via SPIFFE, DID, and mTLS. Hooks into the frameworks you already use — Microsoft Agent Framework, Semantic Kernel, AutoGen, LangGraph, CrewAI, OpenAI Agents SDK, Claude Code.

Install:
pip install agent-governance-toolkit[full]

GitHub: https://github.com/microsoft/agent-governance-toolkit
Docs: https://microsoft.github.io/agent-governance-toolkit/

Chapters:
The governance layer
The GitHub repo
Why structural beats prompted
The eight packages
Install + policy gate
YAML/OPA/Cedar
OWASP top 10 verification
Zero-trust identity
Framework integrations
The takeaway
Get started

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Видео Microsoft Agent Governance Toolkit — Sub-Millisecond Policy For Every AI Agent канала Prism Labs