Pot Grown Carrots - Re-using the compost

Yeah, should be fine, I use old, sifted tomato/pepper potting mix for my carrots. Old compost doesn't seem to hold on to water as well though, as it starts breaking down and becoming finer, so I often have trouble keeping the pots watered in hot weather.