---
title: "Discussion on \"How I Built an “Anime Factory”: a System That Automatically Turns Episodes into YouTube Shorts\" | Hashnode"
description: "Discussion on \"How I Built an “Anime Factory”: a System That Automatically Turns Episodes into YouTube Shorts\". How I built an automated pipeline that turns anime episodes into YouTube Shorts using Whisper, LLM analysis, scoring, cropping, and subtitles."
url: "https://hashnode.com/posts/how-i-built-an-anime-factory-a-system-that-automatically-turns-episodes-into-youtube-shorts/69da3fe9c8e5007ddba33918"
---

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# [How I Built an “Anime Factory”: a System That Automatically Turns Episodes into YouTube Shorts](https://animefactory.hashnode.dev/how-i-built-an-anime-factory-a-system-that-automatically-turns-episodes-into-youtube-shorts?utm_source=hashnode&utm_medium=feed)

How I built an automated pipeline that turns anime episodes into YouTube Shorts using Whisper, LLM analysis, scoring, cropping, and subtitles.

Apr 11 · 26 min read · animefactory.hashnode.dev  
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-   [#python](https://hashnode.com/tag/python)
-   [#automation](https://hashnode.com/tag/automation)
-   [#youtube-shorts](https://hashnode.com/tag/youtube-shorts)
-   [#llm](https://hashnode.com/tag/llm)
-   [#whisper](https://hashnode.com/tag/whisper)
-   [#video-processing](https://hashnode.com/tag/video-processing)
-   [#content-pipeline](https://hashnode.com/tag/content-pipeline)
-   [#ai](https://hashnode.com/tag/ai)
-   [#backend](https://hashnode.com/tag/backend)
-   [#system-design](https://hashnode.com/tag/system-design)

## Written by

[Ilia Alakov](https://hashnode.com/@ialakey)

@ialakey · Serbia

  
[View profile](https://hashnode.com/@ialakey)

Senior Backend Engineer

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