Techniques for tracking microservices and facilitating rollbacks in response to exceptions are described herein. In an embodiment, a server computer system receives, from one or more sets of microservices program instructions, digital data identifying a plurality of tasks and a sequence of the tasks, the digital data specifying a particular computational workflow for execution by a computer. During execution of the workflow by the server computer system, the system identifies a particular failure in a first task of the plurality of tasks. The system causes displaying on a client computing device, a graphical user interface comprising a plurality of nodes, the nodes corresponding to the tasks. Within the graphical user interface, the system further causes displaying, with a particular node of the plurality of nodes corresponding to the first task, a graphical indication that the first task failed. Within the graphical user interface, the system further causes displaying, with the plurality of nodes, a first rollback path comprising nodes and edges, the first rollback path comprising one or more graphical edges that graphically bypass each task of the workflow that would not be executed if a rollback is executed by the computer according to the first rollback path.