In this paper, we have relied on user interface studies that suggest a connection between making deadlines and user-perceived response time instead of conducting user experiments ourselves. It will be important in future work to make sure that the performance targets RightSpeed assigns to automatically detected tasks ensure a satisfactory user experience.