An air fryer may be a convenient, set-it-and-forget-it appliance that doesn't need much fuss, but it's still possible to commit common air fryer mistakes, like not preheating it and overfilling its basket. In some cases, not adding a small amount of water to the appliance's drawer could also be a mistake.