Workflow Strategies to Avoid Generic AI UI Slop

Users report that LLMs like Claude produce generic SaaS layouts characterized by excessive border radiuses, gradients, and Lucide icons. Achieving high-end visual fidelity requires moving beyond prompting toward workflows incorporating Figma references, component libraries like shadcn, or screenshot-based design injection.