Learn Gumroad CEO Sahil Lavingia's process for rapidly prototyping a UI with v0, then using the AI agent Devin to autonomously code, implement, and submit the feature for review, turning a multi-day task into a one-hour workflow.
with Claire Vo
Start by identifying a small but annoying user experience issue in your product. For example, Sahil Lavingia targeted a clunky, native browser date picker in an internal tool.
Use a generative UI tool like v0.dev to create an interactive prototype from text prompts. Iterate on your prompts to refine the design and functionality in real-time, brainstorming with the AI to discover what you really want. Aim for a descriptive prompt that captures the full user experience.
build a really dope natural language day picker for an HR product onboarding formOnce you're happy with the v0 prototype, take your final, refined prompt and give it directly to an AI software engineer like Devin. Specify the repository and the exact page or component that needs to be updated.
Observe as the AI agent sets up the development environment, identifies the relevant files, installs necessary dependencies (like shadcn/ui), writes the new code, and replaces the old component. The process is typically recorded, allowing you to review its steps.
Within minutes, the AI agent will create a pull request on GitHub with the completed feature. Conduct a human review of the generated code. If any minor tweaks are needed, use an AI-native editor like Cursor or Devin's pairing mode to make final adjustments before merging.
Follow Sahil Lavingia's method for delegating small but impactful maintenance tasks, like fixing an internal Slack report, to the AI agent Devin. This workflow shows how to use simple, clear prompts to fix code and update system prompts without distracting your engineering team.
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