The Problem
The race to ship quickly often leads to sprawling complexity. Code multiplies faster than teams can understand or control it. Large legacy systems become black boxes that only a few developers dare to touch. Without improved tooling and better visibility, codebases become exponentially harder to reason about and maintain—for both humans and AI agents—ultimately slowing you down. This is where CodeGraph comes in. CodeGraph transforms your codebase into an interactive 3D graph. See your architecture, explore dependencies, and understand structure that’s invisible in traditional code navigation.Who Is This For?
New Developers
Reduce onboarding time from months to days with visual exploration
Architects
See actual dependencies vs theoretical architecture
Security Teams
Trace data flows and find sinks for taint analysis
Traditional vs CodeGraph
| Aspect | Traditional Tools | CodeGraph |
|---|---|---|
| Structure | File trees | Semantic model (classes, dependencies, relationships) |
| Visualization | 2D diagrams that break at scale | 3D space with depth-controlled exploration |
| Search | Grep results (text matches) | Graph queries (structural relationships) |
| Documentation | Static docs (outdated instantly) | Live visualization (always current) |
| Connections | Lines crossing everywhere | Rotate and navigate to see true relationships |
| Scale | Unusable beyond ~50 nodes | Handles thousands of nodes with GPU layout |
Key Features
3D Exploration
Navigate your codebase spatially. Zoom, rotate, fly through your architecture.
Depth Controls
Select nodes and expand connections by depth. See 1, 2, or N levels of dependencies.
Impact Analysis
See what breaks before you merge. Query all dependents of changed code.
Plugin System
Add overlays for git activity, test coverage, complexity, and custom metrics.
How It Works
CodeGraph is built on three layers—each does one job:
Code goes in, explorable architecture comes out.
Quick Start
Get Started
Follow our quickstart guide to analyze your first codebase in minutes.