Methods to perform an operation comprising receiving an indication of a type and a target of a fault to inject in a network, the network comprising a plurality of devices and a plurality of network elements, generating at least a first predicted network map depicting a predicted configuration of the plurality of devices and network elements subsequent to injecting the fault in the network, injecting the fault at the target in the network, generating an actual network map depicting an actual configuration of the plurality of devices and network elements, identifying, based on a comparison of the first predicted network map and the actual network map, at least one difference in the predicted and actual configurations, and outputting for display an indication of the identified at least one difference.