According to emerging projects, multiple vendors are building governance frameworks for autonomous agents: Airlock implements policy-as-code for agent fleets, Sentient provides visibility into command execution, and Atheer enforces strict execution with approval loops. These tools address enterprise demand for permission controls and approval frameworks as Claude Code and similar agents operate independently of manual oversight.
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- Official[Read article](https://airlock.lunareng.com/docs)
- Official[Read article](https://nosaka.ai/sentient/)
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source & further reading
getreadyforagents.com — original article
Researchers find human-in-the-loop approach automates 84% of decisions while retaining oversight
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