Design a sandbox strategy for testing high-risk tools before live execution.

Instruction: Explain how you would test powerful tools safely before exposing them to real data or systems.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would test powerful tools safely before exposing them to real data or systems.

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I would build a sandbox that preserves the contract and failure shape of the live tool as closely as possible while removing harmful side effects. That means realistic schemas, realistic latency and error behavior, and visible markers that the action is simulated.

I...

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