Fly.exe is a neural simulator that runs a complete male fruit fly brain connectome (165,122 neurons and 25.5 million synaptic connections) in a physics-based virtual environment on a single GPU. Twelve simulated flies with embodied neural circuits navigate a virtual arena with food and obstacles, demonstrating goal-directed behavior driven purely by their connectome-based neural networks without explicit steering rules.