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You could also have the client run some tests and auto report problems such as the bad server's id.

You could also have a manual report button the user can click on. And if you want to get really advanced, have a system that learns from those manual reports so that it can later warn when there is a high probability of a "problem" occurring.




One of my colleagues designed and implemented a telemetry data tagger that allows service owners to annotate the data reported into our primary telemetry system Atlas [0] and has further worked on mechanisms for service owner feedback to automatically create training data sets for this implementation.

Great question, and I'm glad others are thinking along these lines -- we fully believe that this is important for bridging the gap between service owners and our analytics.

[0] https://github.com/Netflix/atlas




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