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Backend Dev Looking For Ai Ui/ux Prompts, Workflows & Resources To Build Clean Interfaces

Hi everyone!

I'm primarily a backend engineer. I feel right at home with data modeling, APIs, and business logic, but whenever I try to build side projects or full prototypes, creating a usable, visually balanced UI/UX becomes my biggest bottleneck.

I’ve started leveraging AI tools (like v0, Claude Artifacts, Bolt, etc.), but since I lack a formal design background, my prompts often yield generic layouts or hard-to-maintain interfaces.

I’d love to get your insights on:

Master Prompts / Frameworks: Do you have structured prompt patterns or system prompts that help AI output clean, accessible, and modern

UI components (e.g., using Tailwind, Shadcn UI)?

Backend-to-UI Workflows: How do you structure your workflow when going from a database schema or API spec to a working UI using AI?

Context Injection: How do you effectively feed design tokens, component libraries, or layout rules into LLMs so they don't produce random inline styles?

Recommended Resources: Are there any repos, prompt libraries, or guides specifically tailored for devs who need design assistance from AI?

Any advice, tool recommendations, or prompt examples would be greatly appreciated.

Thanks! ????????

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Backend Dev Looking For Ai Ui/ux Prompts, Workflows & Resources To Build Clean Interfaces

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