3 Design System Bugs That Survive Every Code Review (And Why AI Makes Them Worse)

📰 Medium · UX Design

Learn how AI can exacerbate design system bugs that survive code reviews and how to identify them

intermediate Published 18 Apr 2026

Action Steps

Review code diffs to check for numerical values that may affect rendered output
Test and verify rendered output against design specifications
Use AI-powered design tools to identify potential design system bugs
Collaborate with designers and developers to ensure design systems are accurately implemented
Use version control to track changes and identify potential bugs

Who Needs to Know This

Designers and developers on a team can benefit from understanding how AI can affect design systems and how to catch bugs that may not be immediately apparent in code reviews

Key Insight

💡 AI can exacerbate design system bugs that survive code reviews, highlighting the need for thorough testing and verification of rendered output