To dry out bread for a French toast casserole cut bread into 1-inch squares and lay the bread out in a single layer on a baking sheet. Make sure there is space between each piece of bread as you want the air to circulate around the entire surface of each piece of bread. If time allows, let the bread sit out overnight. If not, bake bread at 350˚F for approx. 15 minutes, turning halfway through.