Does this mean that the CI config cannot be checked into some sort of version control? That was one of my biggest issues with Jenkins. Someone would change something somewhere and suddenly my builds would fail, and even if I track down what setting is causing the problem, I have no idea why it was changed, who changed it, what will happen if I put it back, or even what it's previous value is.
Additionally, it made duplicating a given workflow an extremely tedious, manual process.