NO, don't remove the eggs until your bird has shown complete disinterest in them; otherwise you may trigger the egg laying cycle again which is BAD because it can drain your bird's body of calcium - specifically, egg laying can literally leach the calcium right out of the female bird's bones and leave the hen in a compromised and weakened state.
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