The compute managers interface with the QCA server to update the QCA database with finished calculations. Automated error-cycling has been set up using GitHub actions, a backend tool provided by GitHub for workflow management, allowing resubmission of failed jobs and also generating high level summaries on the progress of the calculations. These automated error reports help in diagnosing whether the failures were due to early preemption of compute workers, or due to lack of resources, such as low memory for calculations with larger molecules, or redundant failures due to a systematic issue with the compute environment on the worker compute node, and other failure modes that may occur during computation.