40ms becomes 8ms, and the fourth request returns another customer’s data. The shared-nothing assumption is load-bearing in more places than anybody had counted.
Four differences between a development machine and production can each invert the conclusion a profile suggests. The dataset difference is the one that inverts rather than scales: an…