Start by dicing your potatoes. You don't need to peel them, which makes this an easy air fryer side dish!
After you finish cutting all of your potatoes up, place them into a large bowl, where you can add your salt, pepper, and olive oil, mix well.
After you finish cutting all of your potatoes up, place them into the air fryer basket.
Set the temperature to 400 degrees F, air fryer setting, for 8 to 12 minutes.
When your potatoes are fork-tender, sprinkle the cheese over the potatoes.
Set the temperature to 370 degrees F, air fryer setting, for 3 to 5 minutes.
Remove the cheesy potatoes, place them on a plate.
Garnish with diced bacon and chives!
Plate, serve, and enjoy!