Why Metadata-Driven ETL Frameworks Scale Better Than Hardcoded Pipelines — and Where They Don't

Over the years, I've seen many data platforms start with good intentions. A few scripts are created to move data from one system to another, and everything works fine. But as more vendors, APIs, and b