Aspects of the present disclosure describe systems and methods for automatically configuring, managing, updating, and/or monitoring the configuration of various computing resources and/or network devices within a communications network, such as a telecommunications network. Configuration code may be deployed to a repository for a cluster of computing resources and one or more layers may be defined describing configurable aspects of the cluster. Subsequently, a script may be identified and executed to configure the cluster based on the configuration code.