Chop potatoes, onions and bell pepper into bite size pieces. Pour into a bowl. Drizzle with olive oil and sprinkle on seasonings. Toss to coat.
Preheat machine to 400° F for 5 minutes. Pour ingredients into air fryer basket. and cook for 10 minutes. Shake air fryer basket, cook 5 more minutes.
Stir in chopped corned beef and cook for another 5 minutes at 400°. If you want to add eggs, make 4 small wells and crack 1 egg in each. Cook until eggs are set; 5-10 minutes.