> The amount of logging that is required to debug and find bugs is extreme.

Ten or so years ago I remember going to a larger technical recruiting pitch at Facebook where they discussed their logging complex (I have only a vague recollection of the details). Honestly it was one of the most beefy implementations of system/application logging I remember having seen at the time.