---
title: "Discussion on \"From Prompt Template to Pipeline: Automating GPT Image 2.5 + Image-to-Video Generation\" | Hashnode"
description: "Discussion on \"From Prompt Template to Pipeline: Automating GPT Image 2.5 + Image-to-Video Generation\". A month ago I was regenerating the same product shot four times in a row, waiting on a queue, and still getting a color cast I didn't ask for. The fix wasn't a better model — it was a pipeline. Here i"
url: "https://hashnode.com/posts/from-prompt-template-to-pipeline-automating-gpt-image-2-5-image-to-video-generation/6ad98422d1d48ad435f76281"
---

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# [From Prompt Template to Pipeline: Automating GPT Image 2.5 + Image-to-Video Generation](https://videoall.hashnode.dev/from-prompt-template-to-pipeline-automating-gpt-image-2-5-image-to-video-generation?utm_source=hashnode&utm_medium=feed)

A month ago I was regenerating the same product shot four times in a row, waiting on a queue, and still getting a color cast I didn't ask for. The fix wasn't a better model — it was a pipeline. Here i

Oct 22 · 5 min read · videoall.hashnode.dev  
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[金皓](https://hashnode.com/@davidzhou)

@davidzhou · Hong Kong, China

  
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