Graph-driven documentation framework that reduces AI context by 89%.
Built for developers. Optimized for LLMs.
Transform monolithic docs into dependency graphs
Load only the 3-5 nodes your AI agent needs, not a 100k token monolith. Dependency resolution handles the rest.
Bidirectional sync between code, nodes, and spec.md. No more outdated documentation.
Continuous validation with drift prediction. Know when docs are getting stale before it's a problem.
Works with Claude, GPT, Gemini, Copilot. MCP protocol support for seamless integration.
From setup to production in minutes
Install CLI, point at your docs, done
AI agents load only what they need
Teams, humans, and AI agents stay aligned
Know when docs are getting stale