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AI-ready questions test whether you can reason about LLMs and AI systems as engineering material — limits, costs, evaluation, failure modes — not just hype.

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AI-ready · Error Handling

An AI-assisted pricing update pushed an incorrect price to your e-commerce site and a handful of orders went through before anyone caught it. Walk me through what you do in the first hour, and what changes after.

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First hour is containment, not analysis: pull the price down or correct it immediately, and check whether the pricing pipeline has other items queued from the same batch that could

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