Vibe Coding for Designers with Coder Agents: How I Built a Production UI Prototype with AI - Blog

In her exploration of using AI to enhance the design process, Tracy Johnson, a senior product designer at Coder, describes how she leveraged Coder Agents, a conversational AI tool, to build a complex, multi-state UI component. Faced with the challenge of creating a token search component that required accessibility compliance and flexible categories, she decided to work directly within Coder's codebase using Coder Agents, despite her limited coding knowledge. The AI tool facilitated a seamless collaboration by understanding the code and suggesting solutions, ultimately producing a functional prototype that connected to real data. Johnson highlights the AI's ability to document interaction patterns and perform tasks typically outside a designer's expertise, such as drafting RFCs and ensuring compliance with Web Content Accessibility Guidelines. The process, which took less than a day and cost about $160 in tokens, demonstrated AI's potential to significantly reduce development time while enhancing the final product. Tracy concludes that while AI enhances design workflows, the designer's role remains crucial in guiding the tool towards a coherent vision, ensuring that AI complements rather than replaces human creativity and decision-making.