Graph context engine for AI coding assistants
My own graph database that turns repos and AI chats into a knowledge graph, so assistants get the right context with 50–60% fewer tokens.
- Knowledge graph
- LLM
- Claude
- GitHub Copilot
- Problem
- AI coding assistants kept re-reading large parts of the codebase and losing context between sessions, which was slow and expensive.
- Approach
- Scan repositories and summarize chat sessions into nodes and relationships, then serve assistants only the connected context they need.
- Result
- 50–60% lower token usage, now used daily by the team.