Pumping to stock supply!

Ok ladies this is a really strange question. I have an 18 month old and am still producing a very tiny amount of milk. I’m currently 10+5 weeks pregnant and my husband thought I should start pumping now to build up a supply for the new baby. Has anyone ever done this? I don’t know why but it just seems weird to me...