Run the potatoes under cold water and gently scrub until clean. Dry the potatoes with a towel. Cut the potatoes into quarter-inch thick slices.
Drizzle the oil over the potato slices and sprnkle with salt and pepper.
Place the potato slices in the air fryer and fry for 15 minutes at 390°. Toss and cook for an additional 5 minutes or until the fries are golden and crispy. Note: While the fries are cooking preheat the oven to 400° Remove the fries from the air fryer and place in an oven-safe dish and top with the shredded cheese and cooked crumbled bacon. Place in oven for 10 minutes or until cheese is bubbly and melted.
Remove from oven and top with sour cream and chives.
Serve warm and enjoy!