I've totally asked that many, many times. But sometimes the answer is actually quite simple: no one was ever paying attention to the outputs of that piece of the system.
well, I'm the sort of person who digs around logs of ostensibly working systems just to find problems, which has been very useful in identifying long-tail problems (like, 1% of your network cables are blipping but the application just runs slower instead of failing).