Described herein are systems, methods, and software to manage configurations between dependent clusters. In one implementation, a management system maintains a data structure that indicates relationships between clusters in a computing environment. The management system further identifies a configuration modification to a first cluster and identifies other clusters associated with the first cluster based on the data structure. Once the other clusters are identified, the management system may determine configuration modifications for the other clusters based on the data structure and initiate deployment of the configuration modifications.