Design observability that ties user complaints back to exact model, prompt, and tool versions.

Instruction: Explain how you would make AI complaints actionable at the implementation level.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Explain how you would make AI complaints actionable at the implementation level.

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I want every complaint to be traceable to a concrete system version. Without that lineage, the team ends up debating...

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