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I actually just read it (the best I could, the page is really janky on my device) I didn’t see this mistake on there and it was the most common one we saw by a wide margin in the beginning.

Number 2 (1 in the article) was solved by the platform. We had two activation points for UI experiments. The first was getting the users assignment (which could be cached for offline usage). At that point they became part of the test, but there was a secondary one that happened when the component under test became visible (whether it was a page view or a button). If you turned on this feature for the test, you could analyze it using the first or secondary points.

One issue we saw with that (which is potentially specific to this implementation), was people forgetting to fire the secondary for the control. That was pretty common but you usually figured that out within a few hours when you got an alert that your distribution looked biased (if you specify a 10:20 split, you should get a 10:20 ratio of activity).



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