Writing

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Long-form notes from building data systems in production.

How a medallion architecture rescued my weekend reports and made my team trust the numbers again.

Warehouse sizing, auto-suspend, and the surprisingly large bill that taught me to read query profiles.

Modular models, tests as first-class citizens, and the discipline that comes with treating SQL like software.