Kombai focuses specifically on frontend code generation rather than full-stack output, converting Figma designs, images, or plain-text instructions into code that's meant to drop into an existing React, Tailwind, MUI, or Next.js codebase rather than live as a disconnected standalone project. It aims for clean, backend-agnostic output, with auto-fix for TypeScript and runtime errors and live previews before a developer commits to using what it generated.
Kombai for Email is a notable specialized feature: turning Figma-designed emails into responsive HTML built with table-based layouts, specifically tuned for compatibility across Gmail, Outlook, and Apple Mail, a genuinely fiddly area of frontend work that most general-purpose tools handle poorly. Its underlying approach combines a proprietary ensemble of deep learning and heuristics trained specifically on frontend code rather than a single general-purpose LLM.
The company reports a 96% compilation success rate for its generated code, a relevant metric specifically for frontend generation tools, where producing code that actually compiles cleanly into an existing project is a real and common failure point.