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

Last November, my phone lit up at 2am with a Slack alert. Our content classification pipeline had been quietly running for six hours — and in that time, it had burned through $340 in OpenAI API credits and produced results that were roughly 70% garba...