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A Meme Is a Spec: Breaking a 14-Second 9:16 Video Into Beats, Timecodes, and a Posting Checklist

When I started building a small generator for a TikTok meme format, I thought the hard part would be the model. It wasn't. The hard part was working out what the meme actually is , precisely enough that a pipeline could reproduce it every time. Meme formats look like vibes, but they behave like spe…

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  1. 2026-10-31 03:46 · DEV Community — AI
    A Meme Is a Spec: Breaking a 14-Second 9:16 Video Into Beats, Timecodes, and a Posting Checklist

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