To be sure the eggs are at room temperature for this cake, you can leave them out overnight. To make this cake ahead of time, prepare the cake completely, wrap tightly in plastic wrap and store at room temperature for 1 day, refrigerate for up to 4 days or freeze for up to 4 months.