You've run spark-submit hundreds of times. You've written wrapper scripts to poll job status. You've SSH'd into edge nodes at 2 AM because a critical ETL pipeline silently failed and left no trace in your monitoring system. You've explained to stakeholders why you can't give them a simple dashboard showing which Spark jobs are running, which...