Presented herein are techniques to receive configuration instructions for elements of a network topology to be simulated and tested. In response to receiving and in accordance with the configuration instructions, a plurality of software images (for a plurality of virtual network elements of the network topology) are configured via an Application Programming Interface (API). The plurality of software images run in a cloud host. In response to receiving and in accordance with the configuration instructions, data is configured via the API, which represents one or more connections between the virtual network elements. A plurality of software images for the plurality of virtual network elements is then executed in accordance with the data representing the connections, for development and testing of the network topology.