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code knowledge graph
Trends
- 1
A developer project called CodeGraph by colbymchenry is gaining attention on GitHub. It builds a pre-indexed knowledge graph of a codebase that automatically syncs as code changes, and works with popular AI coding assistants including Claude Code, Codex, Gemini, Cursor, Copilot and others. The tool runs fully locally and aims to cut token usage and reduce the number of tool calls needed when AI agents navigate large projects.
- 2Code knowledge graphs pitched as better tool for AI coding●A code knowledge graph is a knowledge graph built from a codebase. Functions, classes, config, and... # opensource # ai
Developers are discussing code knowledge graphs, structures built directly from a codebase that map functions, classes and configuration files and their relationships. The argument being made is that they give AI coding assistants and agents a richer understanding of a project than simple text search tools like grep, potentially improving how automated tools navigate and modify large codebases.
Repos
- supermemoryai/company-brain Open-sourcing our company brain - A teammate in your Slack that remembers everything your team says, and can go do the w
- colbymchenry/codegraph Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGrav