1. One or more computer storage media having computer-executable instructions embodied thereon, that when executed by a computing system having a processor and memory, cause the computing system to perform a method for updating an application image with a component, the method comprising: automatically determining the component is utilized by a service that is accessible through a distributed computing environment, wherein the service is an instantiation of an application represented by the application image; receiving an indication that an update for the component is available; identifying the application image is utilizing the component; automatically executing the application image in an isolated computing environment of the distributed computing environment to update the component; and storing, within the distributed computing environment, a new application image reflecting the application having the component updated.