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Pipes by Prompt, DAGs by Design: Why Hybrid Beats Hero Prompts

The demo is easy. The DAG is not. Pipeline automation has a wonderfully deceptive user story. A business analyst writes: “Take this customer file, clean the locations, geocode the addresses, add weather data, then save the enriched output.” An LLM replies with a Python file. The file looks plausible. There are imports. There is an Airflow DAG. There are operators. There are dependencies. A demo audience nods approvingly. ...

October 1, 2025 · 14 min · Zelina