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Accept or Revert: Designing AI Edits as Reviewable Patches on a Real Video Timeline

By Sagar Dey, founder of MirrorCut Most AI features ship with an all-or-nothing contract. The model does a thing, and you either keep the result or throw it away. That works for a one-line autocomplete. It falls apart for a video edit, where a single "AI pass" might contain dozens of independent de…

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  1. 2026-11-01 14:10 · DEV Community — AI
    Accept or Revert: Designing AI Edits as Reviewable Patches on a Real Video Timeline

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