---
title: "金皓 (@davidzhou) | Hashnode"
description: "金皓 (@davidzhou) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@davidzhou"
---

@davidzhou

# 金皓

@davidzhou · Hong Kong, China · Joined September 2026

### [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

5 min read · [videoall.hashnode.dev](https://videoall.hashnode.dev/from-prompt-template-to-pipeline-automating-gpt-image-2-5-image-to-video-generation?utm_source=hashnode&utm_medium=feed)

[Oct 22](https://hashnode.com/posts/from-prompt-template-to-pipeline-automating-gpt-image-2-5-image-to-video-generation/6ad98422d1d48ad435f76281)