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Treat Your References Like Function Arguments: A Developer's Mental Model for Video-to-Video AI

This story is from 2026-10-20. It is preserved in the archive; the latest stories are on the live feed.

Most of us met generative video through text-to-video: you write a paragraph, cross your fingers, and get back something that is almost what you meant. If you come from software, that workflow feels oddly unstructured. There's no input contract, no deterministic part, and every retry is a full re-r…

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  1. 2026-10-20 06:49 · DEV Community — AI
    Treat Your References Like Function Arguments: A Developer's Mental Model for Video-to-Video AI

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