By leveraging SQLite3's lock and unlock capabilities, which guarantee that only one process can modify a database file at a time, we ensure that multiple processes can pick up an unfinished job without causing duplications, while also maintaining records of completed tasks and any error status. This setup allows us to efficiently scale our resources; we can easily allocate more workers when additional compute time is available, or scale down according to the availability of compute nodes.