Show HN: Understand Anything – a codebase knowledge graph for onboarding

Category: devtools

Tags: knowledge-graph, codebase-visualization, developer-tools, ai-plugins, onboarding

Score: 7.8/10 (Innovation: 7, Technical: 8, Documentation: 8, Utility: 8)

Understand Anything is a multi-platform AI coding plugin that analyzes codebases and knowledge bases to generate interactive knowledge graphs, enabling developers to visually explore structure, business logic, and dependencies. Its innovative combination of multi-agent extraction, semantic search, and persona-adaptive UI fills a clear onboarding and code comprehension gap. The project is technically robust with complex concurrent graph generation and broad platform support.

Target audience: backend devs, frontend devs, devops, data engineers

Repository: https://understand-anything.com · TypeScript · MIT · 8994 stars

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