coding-styles

You apply core software engineering principles like SOLID, DRY, KISS, and YAGNI by using concrete language-agnostic examples and decision prompts to spot anti-patterns, reduce complexity, and improve maintainability across planning, coding, and refactoring phases.

The best way to avoid over-engineering when planning a feature is to apply YAGNI and KISS principles, using targeted decision prompts to ensure teams consistently keep code simple and avoid building unnecessary functionality before development begins.

YAGNI helps reduce code complexity during architecture reviews by prompting teams to eliminate speculative functionality, guiding development decisions toward simplicity and maintainability rather than over-engineered solutions across existing project systems.

Yes, you can use these software engineering best practices across different programming languages because the guidance provides language-agnostic examples of SOLID, DRY, KISS, and YAGNI concepts suitable for any development environment.

You should reconsider using DRY or SOLID principles rigidly when applying them introduces unnecessary abstraction or complexity, violating KISS and YAGNI concepts that prioritize simple, maintainable code over forced design patterns.

Common anti-patterns when refactoring modules without KISS and YAGNI include over-abstraction and speculative generality, which increase complexity and reduce maintainability instead of keeping the rewritten modules simple and focused on current requirements.