Design a grader stack that mixes deterministic checks, human review, and model-based scoring.

Instruction: Describe how you would combine several kinds of graders into one evaluation system.

Context: Assesses whether the candidate can design a practical architecture and explain the main tradeoffs. Describe how you would combine several kinds of graders into one evaluation system.

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I would put deterministic checks first for hard constraints like schema validity, forbidden actions, missing citations, or malformed tool calls. Those checks are cheap, legible, and should catch the obvious failures before anything probabilistic weighs in.

Then I would use model-based graders for scalable judgment on dimensions where deterministic checks...

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