UXPin Merge AI 2.0 - AI that sticks to your design rules

Smarter AI for real-code design. Create and refine layouts faster with components from open-source or custom libraries that follow your design system—so every idea moves closer to production.

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Is there a recommended workflow: start with template > prompt > refine > image reference, or vice versa?

 Good question! It really depends on the starting point.

Templates or prompts are great for getting an initial layout, and image reference works well when you already have something in mind. Most people refine throughout the process.

How opinionated is the prompt library? More “starter ideas” or more “best-practice guardrails”?

 Mostly starter ideas. Helpful to kick things off, but not meant to push you into a specific style.

What is one of the key differences between Merge AI 1.0 and Merge AI 2.0?

How clean is the generated code when forcing a global library like MUI/shadcn/AntD etc? When I’ve tried to force a library with other tools like Lovable the code ends up being AI spaghetti.