I keep running into the same issue across the apps I built: AI makes great one-off images, but when I try to generate a set (icons + graphics + launch assets), the style drifts and everything looks like it came from different designers.
For people shipping products:
What actually works for keeping a consistent visual style?
Do you rely on a brand kit, reference images, strict constraints, or manual cleanup?
Any tools or workflows you d recommend?
If you re willing, share a quick example of what you tried and what failed. I'd love to learn from real launches.
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