Preheat the air fryer to 400°F (200°C).
Pat the chicken wings dry with paper towels.
In a large bowl, combine the wings, olive oil, garlic powder, onion powder, paprika, salt, and pepper.
Place the seasoned wings in the air fryer basket in a single layer.
Cook for 25-30 minutes, shaking the basket halfway through.
Transfer the wings to a large bowl and toss with buffalo sauce.
Serve immediately and enjoy.