Systems, methods, and computer-readable media for versioning data generated by a network tool to provide compatibility across different versions of the network tool. In some embodiments, a method can include generating network assurance data including network events by a first instance of a network tool at a first specific version state. A version identifier uniquely corresponding to the first specific version state can be appended to the network assurance data. A query for the network assurance data can be received from a second instance of the network tool at a second specific version state. Subsequently, access to the network assurance data can be provided to the second instance of the network tool according to a version constraint for data generated by the network tool using the version identifier uniquely corresponding to the first specific version state and appended to the network assurance data.