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When unexpected load causes a production outage, it's often something you wouldn't have predicted using a load test.

Sure, but I just mean sending artificial load to see where you tip over.

Only for the cases you are set up to test. This is about headroom on your golden resources so any kind of overload you can buy yourself time for.