Pat wings completely dry with paper towels, pressing firmly to remove all surface moisture.
Toss wings with olive oil in a large mixing bowl, then coat thoroughly with baking powder, garlic powder, smoked paprika, onion powder, black pepper, and salt.
Preheat air fryer to 400°F and lightly spray the basket with non-stick cooking spray.
Arrange wings in a single layer in the basket, skin-side up, without overcrowding.
Cook wings at 400°F for 10-12 minutes, then flip each wing carefully with tongs.
Cook for another 8-10 minutes until golden brown and crispy, ensuring internal temperature reaches 165°F.
While wings cook, melt butter in a small saucepan, then whisk in hot sauce and honey until glossy and combined. Keep warm.
Rest cooked wings for 3-5 minutes, then transfer to a bowl, pour sauce over, and toss to coat thoroughly. Serve immediately with dressing and celery sticks.