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Experimentation is a powerful technique for making numbers go up. As long as you choose the right numbers, you’ll see transformative success. But if you choose the wrong ones, you’ll guide your product in exactly the wrong direction. Experimenting with the wrong metrics is like using a very powerful gun to shoot yourself right in the foot.