You can do some prep by thinking in advance of necessary changes in routine, what will you do differently when the baby arrives, will you treat them differently? Rule changes, less attention, temporary confinement in a room or from a room, more noise, less noise, etc... and start getting them used to that (in a good way), so that when change comes, it's not such a big surprise.