Abstract: A processor may receive information associated with resources and edges from Infrastructure as Code (IaC). The processor may assemble a knowledge graph. The knowledge graph may be a controlling root graph for infrastructure code that contains the resources and edges from the IaC. The processor may determine, based on global usage statistics of the resources, probabilities of going from one resource to another resource. Going from one resource to another resource may be an edge. The processor may generate a recommendation for a next response.