Why Our LLM-Powered Data Analytics Pipeline in R Broke Down at Scale

This article recounts the breakdown of an LLM-powered R data analytics pipeline that performed well in a proof-of-concept but utterly failed at scale. The story aims to warn and educate about the challenges of integrating large language models into R data workflows in production.