Bake in the oven on a middle rack at 400° for 30 to 35 minutes or until browned and firm outside. Set the cream puffs aside to cool to room temperature.
Slice the cream puffs in half, leaving a thinner bottom and a bigger top piece. Place the bottom slices on a sheet tray with parchment paper and add 1/3 to ½ cup of cream filling.