The document outlines the author's experience as an engineer at OpenTable, particularly their transition to using Mesos and Puppet for managing a complex infrastructure involving a large ASP.NET application. It discusses challenges such as service discovery and deployment orchestration, while introducing MesosHub as an open-source solution for managing applications more effectively. The author reflects on the complexities involved and suggests the need for contributions to MesosHub for improved functionality.