Yes, they will if you air fry them for too long and at high heat. I personally tested this recipe at multiple different temperatures and times and some of my poor tester eggs to bust open. But, practice makes perfect. I recommend air frying eggs at a lower temperature for longer time to avoid any egg blow ups.