Visual QA Use vision models to self-review screenshots against design intent. Catch spacing issues, alignment problems, color inconsistencies, responsive bugs, and accessibility gaps before shipping. When to Use - User asks to "review this design" or "check this screenshot" - After building a page/component, before shipping - User wants to compare implementation vs mockup/reference - User asks "does this look right?" or "what's off about this?" - Automated design QA step in a build workflow Core Philosophy - Screenshot first, then critique. Always look at the actual rendered output, not just…