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Design a short-video recommendation system

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MetaML designLast asked Feb 2026

Design the recommendation system behind a short-video feed, where each user swipes through videos one at a time.

Cover what you optimise (watch time, completion, likes, shares) and how you combine them, candidate generation, ranking, handling brand-new videos and new users, exploration, serving at scale, and how you evaluate offline and with experiments.

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