Design a policy engine for deciding which tools an AI assistant may call in each context.

Instruction: Describe how you would decide tool access dynamically based on context.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Describe how you would decide tool access dynamically based on context.

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I would design the engine around context-aware allow and deny decisions: user identity, tenant, workflow type, resource sensitivity, action risk, approval state, and whether the assistant is operating in read-only or action-taking mode.

I want the engine to evaluate tool eligibility before execution, not as an afterthought...

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