Design an LLM Evaluation System

Without a systematic eval harness, every improvement is vibes — and vibes lie. The teams that ship reliable AI products treat evaluation as infrastructure, not an afterthought. Interviewers at senior / staff level expect you to describe eval as a service, not a one-off script.

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