BrushEdit is a unified AI agent for image inpainting and editing built on diffusion models. It combines automated and interactive editing modes, leveraging a Multimodal Large Language Model (MLLM) to interpret user instructions and guide the image generation process. The system provides fully automated editing as well as interactive modes for user-controlled image manipulation.