microsoft/agent-governance-toolkit

原文摘要

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. 🌍 English | 日本語 | 简体中文 | 한국어 Agent Governance Toolkit Ship agents to production without losing sleep 🚀 Quick Start · 📋 Specifications · 📦 PyPI · 📝 Changelog Important Public Preview -- production-quality public preview releases. May have breaking changes before GA. Policy enforcement, identity, sandboxing, and SRE for autonomous AI agents. One pip install , any framework. The Problem Your AI agents call tools, browse the web, query databases, and delegate to other agents. Once deployed, they make decisions autonomously. You need answers to three questions: 1. Is this action allowed? An agent with access to send_email and query_database should not be able to drop_table . OAuth scopes and IAM roles control which services an agent can reach, not what it does once connected. 2. Which agent did this? In a multi-agent system, five agents might share a single API key. When something goes wrong, "an agent did it" is not an incident response. 3. Can you prove what happened? Auditors and regulators need tamp…