There is a downside to all of this, though. While reliability is a good thing, it's not free. Chaos Monkey may make a system very robust but the time and expense that it imposes may be more than the occasional downtime it prevents. Obviously, this will vary from system to system, but for every addition 9 added to uptime there is something else that must be foregone.