Instruction: Explain how you would design confirmation before state-changing actions.
Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would design confirmation before state-changing actions.
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I would make the confirmation object structured: which record will change, what fields will change, why the assistant believes the change is correct, and whether the action is reversible. Users should not have to parse a long conversational justification to understand the...
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