software-design-philosophy

To evaluate software architecture complexity, you score your code against eight diagnostic criteria to determine if modules are deep or shallow. This identifies change amplification and cognitive load issues, providing actionable refactoring guidance to improve maintainability.

The best way to refactor a shallow module API is by applying information hiding and strategic programming principles. This minimizes change amplification and cognitive load, ensuring system interfaces remain deep and maintainable.

You reduce cognitive load in software design by applying deep modularity and information hiding principles. Evaluating architectural boundaries ensures modules hide complexity effectively, keeping systems easy to understand and maintain.

You need to apply strategic programming to manage technical debt when struggling with complex APIs or deciding whether to split a class. It helps avoid tactical-tornado coding habits by evaluating architectural boundaries to minimize change amplification.

Yes, comment-driven design improves clean code interfaces by clarifying module boundaries and information hiding. It provides diagnostic scoring to ensure interfaces remain deep, effectively managing complexity and reducing cognitive load.