Use knee pads. They don't have to be crazy thick or anything (can just be decent thickness neoprene sleeves), but if you feel sore almost like your knees were bruised, definitely just wear knee pads. It's a very common issue.
Don't go nuts with any of the rehab/prehab/conditioning...