1. A computer-implemented method executed by one or more processors, the method comprising: identifying an application for execution in a cloud computing system; determining a set of application characteristics associated with the application based at least in part on an automatic analysis of the application; determining whether the application is suitable to be executed in the cloud computing system based at least in part on the determined set of application characteristics; and in response to determining that the application is suitable for use in the cloud computing system, storing the application and at least a portion of the determined set of application characteristics in an application repository.