Mandi Walls is a DevOps advocate at PagerDuty. She is a regular speaker at technical conferences and is the author of the O'Reilly Media white paper "Building a DevOps Culture." She is interested in the emergence of new tools and workflows to make the task of operating large complex computing systems more approachable.