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randyxian08/README.md

Randy Xian

18-year-old AI-native builder and independent researcher in Hong Kong. Previously at Kimi (Moonshot AI).

I explore what AI agents actually do to software over time—where they help, where they fail, and how we can evaluate the codebases they leave behind. I also build small products to test those ideas in the real world.

Website · Writing · X · YouTube · Email

Current work

  • DriftBench — a benchmark for measuring code entropy resistance during long-term, agent-driven software evolution.
  • ScholarClaw — an open research automation engine that turns a plain-text direction into experiments, a paper draft, and Overleaf-ready output.
  • DSE Speaking — an AI oral-exam assistant designed around the real Hong Kong DSE speaking workflow.
  • File2Web — a small tool that turns text into a clean, shareable web page.

Earlier apps

Before focusing on agents and AI-native products, I shipped iOS apps including EmoEase, Niuma Clock, and Emotion Galaxy. Together they reached the App Store charts, more than 50,000 downloads, and a Swift Student Challenge Distinguished Winner award. They are proof of how I learned to ship—not my current focus.

Recent writing

Popular repositories Loading

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