Yuxiang Lin

Yuxiang Lin

More at https://lum.is-a.dev/

About

I received my MS ECE degree from the Georgia Institute of Technology, where my research interests centered on Multimodal Large Language Models (MLLM) and Affective Computing. Previously, I gained industrial algorithm experience as an intern at Tencent and Baidu. My current interests include: AI Application & Memory Systems Graph-based RAG Systems Multi-agent Collaboration Large Language Models (LLMs) & Multimodal LLMs I am also an open source programmer. I created Understand Anything (15k stars on Github) — a Claude Code plugin that turns any codebase into an interactive knowledge graph you can explore, search, and ask questions about. It combines LLM intelligence with static analysis to produce a living, explorable map of your project with plain-English explanations for everything.

Badges

Tastemaker
Tastemaker
Gone streaking
Gone streaking

Maker History

  • Understand Anything
    Understand AnythingOnboard to any codebase in minutes, not weeks.
    May 2026
  • 🎉
    Joined Product HuntMay 14th, 2026

Forums

What should a codebase graph teach?

What would make this genuinely useful?

  • onboarding

  • architecture understanding

  • PR review

  • change-impact analysis

  • semantic search

  • Claude Code / Codex context

  • domain logic mapping

Yuxiang Lin

18h ago

Understand Anything - Onboard to any codebase in minutes, not weeks.

Understand Anything is an open-source project with 15k+ GitHub stars. It turns any repo into an interactive knowledge graph you can navigate, search, and learn from. It pairs tree-sitter static analysis as ground truth with LLM-generated explanations, so you get real code structure plus readable architecture narratives. Explore codebase maps, guided tours, file-level walkthroughs, and inline code reading. Works with Claude Code, Cursor, and opencode via slash commands. No vendor lock-in.
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