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#governance

Best open-source AI agent governance tools and group decision tools (2026)

These projects fall into two groups: tools that add policy enforcement, identity controls and sandboxing to autonomous AI agents, and tools that help groups discuss proposals, vote and record outcomes. Start by deciding which you need, then check the languages and deployment model each one supports. microsoft/agent-governance-toolkit covers Python, TypeScript, .NET, Rust and Go. sipyourdrink-ltd/bernstein adds declarative policies and run receipts that can be verified offline. loomio is a collaborative decision tool for groups, licensed under AGPL-3.0, which requires derivative network services to share their source.

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