Design a policy layer for tool-using agents.

Instruction: Explain how you would structure policy enforcement around agents that can take actions.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would structure policy enforcement around agents that can take actions.

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I would make the policy layer evaluate tool eligibility before execution based on user identity, tenant, workflow type, data sensitivity, action risk, approval state, and current uncertainty. It should govern both what tools are callable and under what conditions.

I also want policy decisions to...

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