Yuxiang Lin
To help developers master complex codebases by using AI to map code to real business domains, processes, and flows through interactive knowledge graphs.
At a Glance
- Software Engineers
- Engineering Managers
- DevOps Teams
- Enterprise Software Companies
AI Tools by Yuxiang Lin
(1)
Understand Anything
Codebase Knowledge Graph Plugin
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Products & Services
A multi-agent static analysis swarm that turns any codebase into an interactive knowledge graph directly within Claude Code.
A visual dashboard for exploring code structure, business logic, and guided tours of repositories.
Market Position
Differentiates from typical code graphs by focusing on business logic and 'teaching' the codebase rather than just showing function calls.
Leadership
Founders
Yuxiang Lin
MS ECE from Georgia Institute of Technology. Research interests in Multimodal Large Language Models (MLLM) and Affective Computing. Previous industrial algorithm experience at Tencent and Baidu.
Executive Team
Zebang Cheng
Core Contributor / Researcher
Research interests in Multimodal Large Language Models and Affective Computing. Collaborated with Yuxiang Lin on various AI research projects.
Founding Story
Created by Yuxiang Lin to solve the 'hairball' problem of typical code graphs. The project aims to provide 'graphs that teach' rather than just 'graphs that impress,' helping developers understand the meaning behind their code.
Business Model
Revenue Model
Open core: Free open-source version for individuals and small teams; Enterprise tier for larger organizations requiring advanced support and features.
Pricing Tiers
Full access to the core engine and community features.
Contact lum@understand-anything.com for enterprise-scale deployment and support.
Target Markets
- Software Engineers
- Engineering Managers
- DevOps Teams
- Enterprise Software Companies
- Onboarding to new codebases
- Architecture exploration
- Impact analysis for code changes
- Debugging complex flows
- Open source community
- Individual developers using Claude Code