Do not fill them too early before serving. A good guide is to fill them at the most, 2 hours before eating. Tip #1: Baking your store-bought phyllo cups a bit more will help them crisp up more which helps. Tip #2: Consider placing a barrier, like lettuce leaf, between the phyllo shell to keep the moisture at a minimum.