Developer uses AI as a safety net to confidently refactor CSS code while minimizing the risk of breaking existing styles

AI tools can help developers identify potential CSS conflicts and regressions before refactoring

Using AI as a validation layer reduces manual testing burden and increases confidence in stylesheet changes

The approach combines automated checks with AI assistance to catch breaking changes early in the refactoring process

This technique is particularly useful for large codebases where CSS dependencies are complex and hard to track manually