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A 15-minute review gate for AI-generated design artifacts exported to Figma or code prevents costly engineering defects, skipping only throwaway concept explorations. Independent technical note mirroring the canonical version: https://u-x.academy/blog/ai-time-savings-for-designers-15-minute-review-gate-vs-no-review.php Sources consulted: https://www.bluusun.com/
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Maya Ibarra (2026) studied this question.
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