GENERATION LAYER RENDER LAYER EVALUATION LAYER Tailwind HTML Render DOM PNG Reference Diff Maps PPO Update VLM (QWEN) HEADLESS BROWSER VIEWPORT SCREENSHOT TARGET SCREENSHOT SSIM DIFF ENGINE REWARD SCORE