Method, system, and programs for automatically certifying a configuration of a distributed application stack to be deployed on a cluster. A request is first received to certify the configuration of the distributed application stack to be deployed on the cluster based on a baseline configuration of the distributed application stack. The configuration of the distributed application stack includes a version of each of the plurality of software artifacts. Based on the configuration in the request, the distributed application stack is then deployed on the cluster. A record is received from each node of the cluster indicating a status during the deployment and/or a result after the deployment for the respective node. Based on the received records, a certification record is then created for the configuration in the request.