Most AI coding tools like Claude Code or Codex reread the same files every new session On large projects, that burns tokens fast and gets expensive I recently tested Graphify, and the idea is pretty smart Instead of making the AI repeatedly scan hundreds of files, Graphify builds a knowledge graph of your codebase once After that, the agent can navigate the graph directly instead of rereading everything again A few things worth knowing: - Works best on bigger repos, around 200+ files - Supports code, docs, SQL, scripts, images, and more - Automatically updates with git hooks - Open source and community-driven One thing though: don’t believe the “70x token reduction” claims In real projects, ~8% to 20% savings is more realistic Still useful if you use AI coding tools daily Setup is straightforward: 1. Install uv 2. Run uv tool install graphify 3. Inside your project, run /graphify or if you are non-technical just tell your Claude Code to install this GRAPHIFY If you work on large codebases with AI agents every day, this is worth trying