5 design review interview questions, asked at Anthropic, Amazon. Last asked Sep 2026.
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Critique a design doc from the team's backlogSystem designThe interviewer hands over a real design doc and asks for a critique: surface risks, propose alternatives, and say what is missing before this could ship.
Last asked Sep 2026
Design review: an eval gate for model launchesML designYou are reviewing the design of the evaluation gate that decides whether a new model checkpoint can launch. Critique it: what it can miss, how it can mislead, what you would…
Design review: checkpointing a large training runAI system designYou are reviewing the checkpointing design for a month-long training run. Critique it: what fails, what it costs, what you would change, and what the doc does not cover. You have…
Design review: rolling out a new model versionAI system designYou are reviewing a launch plan written by the serving team. Critique it: rank the risks, propose changes, and say what must be true before you would approve it. You have 45…
Design review: usage billing for an LLM APISystem designYou are reviewing a teammate's design doc before it goes to the wider team. Read it, then lead a critique: what is wrong, how bad each problem is, what you would change, and what…