Security for autonomous AI agents
The agent governance toolkit developed by Microsoft offers security layers such as policy enforcement, zero-trust identity and sandboxing for autonomous artificial intelligence agents. The software aims to protect against vulnerabilities in the OWASP Agentic Top 10 list.
Updates
- August 2, 2026: Stars 5,342 → 5,564, latest release v4.1.0 (June 9, 2026).
What you get
- Policy control over agent actions
- Zero trust authentication
- Isolated operating environment support
Installation
pip install agent-governance-toolkit[full]If you don't write code
I am developing an artificial intelligence agent and I want to restrict this agent's use of tools. Can you please prepare an example code structure for me to create a YAML policy file using agent-governance-toolkit and how to secure the tool functions in my Python code according to this policy?
Related dictionary terms
Links
TreScout did not build this tool · we found it in GitHub trends and wrote it up. This page describes the repository as of 2026-07-29: The star count and our text belong to that day, the repository may have changed since. Check the repository link for the current state. This page was machine-translated from the Turkish original · the Turkish version prevails.