AI-Native Data Engineering: From ETL Pipelines to Agentic Data Serving

June 13, 2026 · Dev.to

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 on
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