We hike/camp all year. I don't do any over night trips outside if it's below 20 because I don't find that enjoyable. But we have had nights where the temps dipped in the 30's.
Rusty sleeps in the tent with us at our feet on top of our sleeping bags. He doesn't want blankets on him at all...he curls up like a fox and is fine.