Use case category: Engineering & Design

AI for Code Review: What It Catches and What It Misses

What AI code review reliably catches, what it structurally cannot, and how to stop the false positives that get the bot muted within two weeks.

AI for UI Mockups: Where It Helps, Where It Breaks

Prompt-to-UI is excellent at exploring twenty directions and bad at the one that ships. The design-system, accessibility and sameness costs, in detail.