Google app ads and Queues

As someone intimately familiar with this topic, the article here is mostly correct but gets a lot of the time seems to be the normal case, not the rare one. Nice stack. one question from someone who just built one of these: how do you compare results for queries using now() or approximate aggregates? Curious how you separate expected differences from actual regressions.