you should check if there are Amazon lockers in your area or lockers from other companies you can receive packages in, so you could pickup the stuff yourself.
It seems weird that they let the US Post Office make the final leg of the delivery, when the destination is literally next door. I understand the reason behind it, it's just odd from a human perspective.