This Prototyping outlines the development of an AI Agent designed to autonomously execute the five stages of a Design Sprint based on user-provided topics. The system will feature a streaming user interface built with Streamlit, utilizing LangChain and LangGraph for orchestrating local Ollama language models. Key functionalities include real-time visual feedback, optional document embedding with FAISS, multilingual support, and integration with external search tools. The project aims to enable users to rapidly validate ideas and automate design sprint workflows through an adaptable, human-in-the-loop system with future potential for multimodal and collaborative features.