You need space for a second crib, highchair and supplies. You and the other family need to purchase a double stroller together. If the nanny will drive the children, both of you need to provide car seats. You will find that you will want to separate favorite toys and books, because the others will be worn out much faster. As the kids get older, they will share food, so you may choose to purchase it all and give the other family the receipt for half, or you may choose to each purchase your half.