Self-diagnosing processes using quick response codes

Method for diagnosing consistency of a software cluster utilizing a machine parsable code includes a deployment manager configured to function as a master node of the software cluster, a plurality of nodes connected to the deployment manager, and an electronic device or devices registered with the deployment manager. The deployment manager can be configured to generate a master quick response code and each of the plurality of nodes can be configured to generate a node quick response code. The electronic device(s) may be associated with a system administrator and may also be installed with application software. Embodiments may allow the system administrator to encode, manage and analyze diagnostic information of the nodes in the software cluster utilizing the master quick response code and the node quick response code in an efficient manner.