An approach for querying and managing/manipulating network computing resources (e.g., cloud computing resources) is provided. Typically, an interpreter component may be implemented so that a language describing such computing resources may be interpreted. The interpreter component may include other components such as a request processor, a provisioning queue, an execution engine, a results store, and response marshaller/handler that collaborate to manage the computing resources. Such computing resources may, for example, include virtual machine instances, virtual machine images, storage volumes, network resources, files, software bundles, etc.