Complex systems can be “eventually consistent”, meaning there is no way to get a static, consistent snapshot of its state when it’s running normally. This impedes verifying everything in the system is at the state it should be.  The solution is to stop all activity every given amount of time and then evaluate the system. This run, stop, run behavior is called “running in cycles”.