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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.

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.

Faster Onboarding

New developers explore visually. Reduce ramp-up time from months to weeks.

How It Works

CodeGraph is built on three layers—each does one job:

Analyze

Parse your source code and understand its structure

Extract

Pull out classes, methods, dependencies, inheritance, and call relationships into a graph database

Visualize

Render the graph as an interactive 3D space you can explore
Code goes in, explorable architecture comes out.

Traditional vs CodeGraph

AspectTraditional ToolsCodeGraph
StructureFile treesSemantic model (classes, dependencies, relationships)
Visualization2D diagrams that break at scale3D space with depth-controlled exploration
SearchGrep results (text matches)Graph queries (structural relationships)
DocumentationStatic docs (outdated instantly)Live visualization (always current)
ConnectionsLines crossing everywhereRotate and navigate to see true relationships
ScaleUnusable beyond ~50 nodesHandles thousands of nodes with GPU layout
In 3D space, your codebase becomes a place you can explore. Related components cluster together naturally through force-directed layout. Fly through your architecture, zoom into areas of interest, and see the whole structure at once.

Quick Start

Get Started

Follow our quickstart guide to analyze your first codebase in minutes.

What’s Next?