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Your AI Video Pipeline Doesn't Need a Better Prompt. It Needs a Control Plane

A thirty-second video can still consume an afternoon. The script lives in one tab. Product screenshots are in a shared drive. Voice-over comes from another service. Captions need a cleanup pass. Then somebody discovers that the opening line is too long, so the audio, subtitle timing, and first thre…

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  1. 2026-11-02 01:37 · DEV Community — AI
    Your AI Video Pipeline Doesn't Need a Better Prompt. It Needs a Control Plane

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