The Silent Killer: When Successful Jobs Produce Nothing

Job monitoring typically catches two failure modes: jobs that don't run and jobs that run slowly, but this article reveals a critical third mode: jobs that execute successfully yet generate no actual output. This silent failure—where corrupted logic produces incorrect results while appearing healthy—can corrupt data pipelines undetected for days or weeks. The solution requires external verification of actual output artifacts rather than just monitoring job execution status.