They'll start a new nest somewhere else if you take all of their eggs. It makes sense that they wouldn't lay where there are predators (you). If you leave a couple they'll usually keep laying.
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I keep mine penned up until 3 pm. That way they lay in the coop and i get to collect all the eggs for the incubator. And sell the rest. They will set on there eggs but not the best setters.