Abstract: This disclosure is directed, at least partly, to automating infrastructure operations performed for a computing service. The infrastructure operations may include many tasks that are infrequently preformed by a service owner. In some embodiments, the infrastructure operations may include procuring hardware, configuring network settings, configuring security, determining and implementing monitors/alarms, deploying the computing service, and/or scaling or otherwise maintaining the computing service. Since the service owners infrequently perform these tasks, deployment of each computing service may require the service owner to reinvent or relearn each of the infrastructure operations, which may result in large inefficiencies, errors, delays, unnecessary costs, and other undesirable outcomes.