Starting with cold potatoes will improve the stability of your croquettes during the cooking process. You can also chill the croquettes before cooking if they become too soft during assembly. They will soften during the cooking process, so let them rest for a minute or two before transferring them from the air fryer/sheet pan to a serving dish.