Building Production-Ready AI Pipelines: Lessons from Running 10K+ Generations

It was a Tuesday morning when I opened our Datadog dashboard and saw 847 silent failures from the previous night's batch job. No alerts. No exceptions in our logs. Just a queue that had quietly eaten thousands of tokens and returned nothing useful. O...