Bring the filet mignons out of the refrigerator about 20 minutes prior to cooking to take the chill off. This will help them brown and provide more accurate cooking time. If peeling and slicing the potatoes in advance, store them in a bowl of cold water to help remove the starch from the potatoes and prevent discoloration.