This could be a sign that your razor blades are damaged. If it's a new razor with no issues, try using less pressure when shaving and take extra care around ankles, knees, and other areas that tend to get cut most often.
Also, always use soap or a shave cream/gel to make it easier for the razor to slide on your skin. Too much friction can the razor to dig in versus gliding.