Yes, but complex systems are always changing and in some ways in a constant process of degrading. A lot of the biggest companies are growing exponentially faster than their processes and it ends up being nearly impossible for the tooling and supporting software to keep up. At that scale all the automation software you buy off the shelf won't scale with you. With over a billion dollars a year in surplus infrastructure costs, I would have to imagine Twitter is at that scale.