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Insights & Resources

Expert perspectives on data architecture, analytics engineering, and the latest trends in modern data stacks.

Analytics Engineering

Stop Calling Them Bronze, Silver, and Gold

The medallion architecture gets the structure right but the naming wrong. Six purpose-driven layers (Source Mirror, Data Prep, Enrich, Integrate, Core, Serve) replace vague color metaphors with names that document themselves. Here's how to migrate incrementally.

Tabby Stack
February 17, 2026
7 min read
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