This is a full-stack web application that converts screenshots, images, text descriptions, and video recordings into functional code—primarily HTML with Tailwind CSS, but also supports React, Vue, Bootstrap, and Ionic stacks. The backend is a FastAPI server with a WebSocket-based streaming architecture. It orchestrates multiple AI models (OpenAI, Anthropic, Gemini) through a modular provider abstraction layer, using an agent system with tools such as create_file, edit_file, generate_images, extract_assets, and screenshot_preview. The frontend is built with React, Zustand for state management, Tailwind CSS, and shadcn/ui components. Users can upload images, paste URLs, type descriptions, import existing code, or record screen videos. Generated code is presented with live preview (desktop/mobile), version history (commits and variants), design system management, and an interactive select-and-edit mode for making targeted updates. The application also includes a sophisticated evaluation infrastructure for benchmarking different models and prompts, with agent run logging, cost tracking, and prompt reports that help developers compare outputs across configurations. Although primarily an application, the extensive eval system gives it a hybrid character with data-research elements.