I'm confused. Do you mean you put peeled and cut up potatoes on to boil and then add eggs in their shell? Or do you mean you turn it down to simmer and poach the eggs? I can't imagine putting eggs in their shell in with potatoes because there is always the concern of salmonella on the shells which would become active in the heat of the water and pass on to the cooking potatoes.