The whole point of wearing cycling shorts is that you do not need to wear anything underneath because they don’t let your private parts wet with moisture and sweat. But, if you are more into leisure biking, you may need to put on the underwear. Just remember, it is all about how you feel and whatever makes you most comfortable.