An AI-powered engineering tool that connects Claude to physics-based simulation solvers (VLM and BEMT). It enables the AI to design and optimize UAV wings and propellers by reasoning through geometric parameters to find aerodynamic efficiency, replacing brute-force iteration with systematic design.