For extra-crispy skin, chill the seasoned drumsticks uncovered on the rack in the fridge for 30 minutes before baking. Use aluminum-free baking powder to avoid any off taste. Air fryer option: cook at 400°F for 28 to 32 minutes, flipping halfway, until crisp and cooked through.