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Preheat the air fryer for 5 minutes at 400 degrees. Brush the pork loin with olive oil on all sides
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In a small bowl, mix together the salt, pepper, garlic powder, brown sugar, and rosemary. Apply the rub to the pork loin on all sides.
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Place the pork loin in the air fryer and cook for 35-40 minutes until the internal temperature reads 145 degrees. Flip halfway through cooking.
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Remove the pork loin from the air fryer, wrap in aluminum foil, and let rest for 10 minutes before slicing.