Graphify Solves Claude's Biggest Limitation (Finally)

I tested Graphify on bookzero.ai — my real production SaaS — and it cut my Claude Code token usage by 27x. As a senior AI engineer (ex-Amazon, Microsoft), here's the full walkthrough.

Graphify turns your codebase into a structured knowledge graph so Claude Code stops re-reading files every session. Inspired by Andrej Karpathy's raw-folder workflow — and it's free.

Key takeaways:

- Install with UV in under 2 minutes — works with Claude Code, Codex, OpenCode, OpenCloud, Hermes
- The path command finds the shortest connection between any two files (admin layout → AI chat, real demo on bookzero)
- Generate Obsidian vaults, Wiki, SVG, Neo4j, even an MCP server from one knowledge graph

🔗 Join our School community: skool.com/erictech

🔗 Check out bookzero.ai — AI-powered bookkeeping built entirely with Claude Code

Skill: https://github.com/safishamsi/graphify

Andrej Karpathy X Post: https://x.com/karpathy/status/2039805659525644595

Timestamps:
0:00 Intro
2:22 Prerequisites
3:07 Install Graphify
4:07 Run on Codebase
5:04 Extraction Modes
5:52 Graph Results
7:01 Interactive Graph
7:43 Path Command
8:26 Explain Command
9:14 Query & Update
9:53 Obsidian Export
10:40 Other Outputs
11:14 Outro

#claudecode #aitools #softwaredevelopment