Prepare the marinade by mixing honey, garlic, soy sauce, sriracha, olive oil, salt, and pepper in a bowl.
Pat the chicken thighs dry with paper towels to ensure they are free from excess moisture.
Add the chicken thighs to the marinade, ensuring they are well-coated. Let them marinate for at least 30 minutes, or up to 2 hours in the refrigerator.
Preheat your air fryer to 380°F (193°C).
Arrange the marinated chicken thighs in the air fryer basket in a single layer, not overcrowding them.
Cook the chicken thighs for 25-30 minutes, flipping halfway through the cooking time.
Once cooked, let the chicken rest for 5 minutes before serving.
Serve and enjoy your spicy honey garlic air fryer chicken thighs with your favorite sides.