Comment on: Show HN: I built a local data lake for AI powered data engineering and analytics
by ramkiz
Very cool idea. The part I would love to hear more about is how you are thinking about the boundary between notebook/IDE convenience and actual data lake guarantees. For example, what exactly is versioned, how reproducible are transformations, and how much lineage visibility do I get once I start mixing SQL, PySpark, natural language queries, and imported web/DB data?
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Points: 8 • Comments: 4
Posted: Apr 8, 2026
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