"Shall We Approve?"Consequence-Aware Approval for Autonomous Coding Agents
This work presents Caper, a consequence-aware approval mechanism that pre-executes each command in a snapshotted sandbox, provides an independent approver with a bounded report of its observed effects, commits allowed commands, and rolls back blocked ones with a reason the agent can act on.
Wei-Heng Wu, Junkai Chen, Zhensu Sun et al.
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