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Yuxiang Lin, a graduate student with minimal following, built an open-source tool that converts codebases into interactive knowledge graphs, gaining massive adoption across AI coding assistants like Claude Code and GitHub Copilot.
Potpie is an open-source tool that converts entire codebases into knowledge graphs, enabling AI agents to reason about code for debugging, feature development, and other tasks.