2025 · Developer Community · Ongoing
sstocode
Upload a UI screenshot → generate React + Tailwind component code. An open source tool for converting designs to code.
Role: Contributor & Maintainer
Purpose & goal
Cut the gap between a static mock and shippable UI code so designers and devs can iterate without retyping layout by hand.
Status
Live — open beta; iterative releases.
Challenge
Developers needed a tool to quickly convert UI screenshots into working React components.
Spotlight
From image bytes to useful code
Problem: Vision models return text that looks like React but breaks on edge cases — spacing, imports, and Tailwind class noise.
What I did: Pipeline that normalizes output, validates structure, and keeps the UI honest about confidence so users can edit safely.
Approach
- Implemented image processing algorithms
- Built React component generation logic
- Integrated Tailwind CSS class mapping
- Created user-friendly interface
Solution
Developed sstocode - a tool that converts UI screenshots into React + Tailwind component code automatically.
Impact
- Accelerated frontend development workflow
- Reduced manual coding time for UI components
- Open source tool for developer community
- Continuous improvements and feature additions
Open source tool
Lessons learned
- AI-assisted codegen needs guardrails: users should always know what was generated vs hand-edited.
- Image preprocessing and clear prompts beat bigger models alone.
Accessibility
Form controls and results regions use labels and live-region patterns where updates are announced without stealing focus.
Tech stack
- NextJS
- Tailwind CSS
- Gemini 2.5 API
- Image Processing