Kevin Weil, former Head of Product at Instagram and Twitter, discusses how product teams can run ambitious feature rollouts while remaining data-driven through testing.
“Testing doesn't mean timidity. You can always use the fact that you're testing something and you can run an AB test to test something, 99% and have a one percent hold back. You don't have to test one percent in Australia, right? Testing gives you data. You can, if you believe in what you're doing, you can test by rolling it out to 99%. You can also test something aggressive, like putting stories at the front of the at the top of the user experience, and you can test that in Australia, but you don't have to test something on the third tab, you know, underneath the scroll. You can still test something really ambitious. So testing is a way to understand what you're building and how it's working for people, and that's orthogonal to whether what you're testing is bold or not.”
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What-if
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