The first order question ahead of experimentation is, like, is the sight instrumented in the right way? Are you up dating that? Instrumentation as you change features. All that stuff has to happen first, i think, so that you can like, really, you have kind of the integrity of data. But then building a thoughtful framework on top of that experiment framework. I think increasingly, the third party tools to do this, the full stack tools, are pretty good, actually.

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