improve-codebase-architecture

To identify shallow modules for refactoring, analyze your codebase to detect modules that expose minimal leverage at their interfaces. This highlights architectural friction points with poor locality, guiding targeted improvements to increase testability and modularity.

The best way to improve codebase testability and modularity is to apply deepening strategies to shallow modules. This isolates complexity, enhances structural robustness, and makes the software more maintainable and automation-friendly for AI-driven navigation.

Code dependency analysis helps with architectural improvements by exposing structural friction points and low-leverage interfaces. Evaluating dependencies alongside existing test coverage reveals where to isolate complexity and deepen modules to optimize overall maintainability.

Yes, you can use this architectural analysis on projects with low test coverage. The evaluation explicitly incorporates existing test coverage into its structural review to identify prime candidates for refactoring that will facilitate future testing.

You need to refactor shallow modules into deep units when a codebase becomes difficult to maintain or automate. Targeting modules with low leverage isolates underlying complexity behind robust interfaces, improving both testability and AI-navigability.