I think we missed when Maggie told Aaron about the pregnancy. When was that? The only clue we had (besides Talking Dead) was when Aaron said that his name could be either a boy or a girl’s name (Erin).
Maggie told Aaron she was pregnant when the two of them were in the sewers. They were looking at the walkers on the other side of the gate.