improve-codebase-architecture

Shallow modules have complex interfaces relative to their functionality, hindering testability and AI navigation. Refactoring them into deep modules with simple interfaces and complex implementations improves codebase maintainability and architectural optimization.

To refactor shallow modules into deep ones, analyze your codebase to identify refactoring opportunities, then design new interfaces that encapsulate complexity. This process enhances testability and creates an AI-navigable architecture by deepening module implementations.

Codebase architecture refactoring uses project-specific context and domain language to inform interface design and module deepening suggestions. This ensures proposed architectural improvements align with existing architecture decisions and domain-specific terminology.

The best way to design interfaces for deepened modules is to follow a structured refactoring process that proposes changes turning shallow modules into deep ones. This ensures the resulting interfaces are flexible, well-defined, and enhance AI navigation.

Yes, identifying refactoring opportunities requires understanding of the project codebase and domain knowledge. This prerequisite knowledge allows the architecture analysis to accurately use project-specific context and domain language for module deepening.

You should avoid module deepening when your project lacks clear domain language or when the codebase exploration cannot identify distinct shallow modules. Without project-specific context, architectural improvements and interface design may not yield maintainable results.