Code Visibility
Turn complex codebases into an interactive “Code City” where structure, size, and risk become immediately visible.
AI-powered platform for analyzing code quality and technical debt across entire GitHub repositories. It combines AST-based metrics, explainable risk scoring, and an interactive “Code City” visualization to help developers quickly identify high-risk areas and architectural hotspots.
Interface preview

A look at the project in real use.
Value
Turn complex codebases into an interactive “Code City” where structure, size, and risk become immediately visible.
Identify high-risk files and modules using a multi-factor scoring model (complexity, size, change patterns).
Understand why something is risky through weighted breakdowns and AI-generated insights.
Handle large repositories with adaptive aggregation and focused exploration modes.
Audience
Engineering teams working with large or legacy codebases
Developers performing refactoring or system audits
Tech leads evaluating architectural risk
Teams building or maintaining modular / monorepo systems
Analyze your repository and uncover hidden complexity and risk patterns.