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.
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
Zhnyva — a clip farm that runs itselfA clip farm on a server: it walks the clip-campaign marketplaces itself, picks the moments with a model, cuts them with subtitles and hands over a batch to publish, already marked as an ad.
A catalogue of 237 Premiere plugins — other people's, not mineA searchable reference to 237 Premiere plugins and presets — other people’s, not mine — with a column no store has: will this still run in the 2026 version.Premiere Panel — auto-editing panel for Adobe Premiere ProAn extension inside Premiere Pro that takes over the mechanical half of editing: finding the moments, planning the camera cuts, building the subtitles, levelling the sound.