Use a Feynman-style first move after a smooth AI explanation so the learner exposes gaps before polishing.
The AI explanation sounds good. Omar still has to prove he can rebuild it. Omar has a clean AI explanation of rate limiting. What should he do first? Close the answer, sketch the mechanism from memory, then ask the tutor to critique the missing link. Right. This is the Feynman move: reconstruct simply, expose the gap, then use AI feedback on your own thinking. Ask AI to rewrite the explanation in executive language for the incident review. Weaker. Polishing before retrieval improves the document, but it hides whether Omar can explain the mechanism. Save the explanation and reread it tomorrow…
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