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Ami StudioOleksii Zahlukha

Video toolingContent Factory — autonomous short-video pipeline

Content Factory — autonomous short-video pipeline

A short-video pipeline that walks the whole way from a trend to a publication on its own — except for one place where a human says yes.

Ran from 2 Aug 2026 and was frozen on 10 Aug 2026 by decision, not by breakdown.

What it is

Short vertical video lives by assembly-line rules: a steady flow beats one good piece. Doing it by hand — watching the trends, writing the script, finding the images, recording a voice, editing, publishing — takes hours per clip, which is exactly why a channel usually dies in its third week. Here a service walks the whole path.

There are five steps: a trend radar, the script, generated images, voice and music, and the assembly of the clip — and only then a human. The approval in Telegram sits in the middle on purpose: a pipeline that publishes without confirmation will one day publish something nobody would have signed, and you find out from the comments. An approved clip goes out to the platforms by itself.

Specifications: Python and n8n as the wiring, with images and voice generated by local models — the pipeline has no recurring cloud cost, and it served three brands at once. It ran daily from 2 Aug 2026 and was frozen on 10 Aug 2026 by decision, not by breakdown.

Nearby work

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