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Comment by folz
I work at Pinterest on Growth, so I use our AB framework every day. Most of our experiments have nothing to do with each other – two of our current experiments are "add a button promoting group boards, compare to control" and "test different designs for our typeahead, compare against each other". Pinterest is a pretty big website, so it's unlikely that our experiments affect each other in ways that'd make our tests invalid.