I built an AI studio that hands the unfinished parts to a human developer

说明与用途

AI工作室自动生成、测试并交付完整的Web项目，生成包含工作文件和HANDOFF.md的ZIP包，列出需要人工完成的TODO，减少手工工作量。

问题

AI app builders often produce demos that look good but leave critical backend and integration work unfinished, forcing developers to manually wire payments, databases, email, and authentication.

结果

The studio automates code generation, testing, and handoff, producing a ZIP with a ready-to-run project and a clear list of remaining tasks, thereby cutting manual effort and improving developer trust.

工作流

• Describe idea in plain words
• Studio generates code
• Run code in headless Chromium to collect errors
• If errors exist, ask model to fix and repeat up to two rounds
• Save best version
• Bundle files for preview
• Generate HANDOFF.md with TODO comments
• Provide ZIP download

证据

Most AI app builders end at the same place: you get a demo that looks great, then you open the code and realize someone still has to wire up payments, a database, email, auth.

来源

The studio generates a working web project, shows it in a preview, and lets you keep changing it in chat.

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Every project ZIP includes HANDOFF.md. The model is told to leave working stubs for anything a browser can't do, marked like this: // TODO(human): send the order to a payment gateway (Stripe, etc.) and

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On Gemini Flash, a single-page project is roughly 300 KRW (about $0.20) to generate.

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