We investigated the Central Texas flash flood on July 2025 to understand why forecasts underestimated its severity. We analyzed operational streamflow forecasts and evaluate flood inundation maps against benchmark flood extent from High Water Mark. Results show that peak flooding was missed due to spatial error in rainfall and failures in monitoring stations, leading to an underestimation of impacts. We highlight the need for uncertainty aware flood predictions to support emergency response.