Joey Bian

Introducing JudgeData: AI-powered test case generation for coders.

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Hi Product Hunt community! đź‘‹

I’m the maker behind judgedata.us.kg. As a developer/competitive programmer, I’ve always found that the most tedious part of building a project or preparing for a contest isn't coding the logic—it's creating high-quality, edge-case-heavy test data.

I built JudgeData to fix that. 🛠️

What makes JudgeData different?

  • Smart Generation: Powered by DeepSeek V3 and Gemini 3.1 Flash, it understands complex constraints and generates data that actually breaks things (in a good way!).

  • Lightning Fast: Built with Vue and hosted on Railway, the UI and generation engine are optimized for speed.

  • Competitive Ready: Whether it’s arrays, trees, or complex graphs, you can define your needs and get the data in seconds.

I need your feedback!

I’m constantly refining the generation algorithms.

  • What’s the weirdest edge case you’ve ever had to manually create?

  • What data structures should I support next?

I’ll be here all day to answer your questions! If you have any issues, feature requests, or just want to talk about AI in dev tools, drop a comment below. 👇

Happy coding! 💻✨

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