Implementations of enhanced service monitoring technology are disclosed herein. In one example implementation, an online service is hosted in a data center environment. The data center environment includes computing facilities and an application executed on the computing facilities to provide at least a portion of the online service. The application includes a monitoring service that monitors the computing facilities and other resources running in the data center environment that provide at least another portion of the online service.