An overnight automated job that runs AI coding assistants failed silently because the assistant executable had moved, causing repeated push failures that went undetected for two days. The job's monitoring relied on checking whether commits differed from their remote branches, but fresh branches with no upstream still triggered false-positive push-failed reports, masking the real problem.