Published onSeptember 1, 2026Data systems engineering, part 1: from raw order rows to trusted revenuedata-engineeringsqlduckdbdata-qualitydata-platformA local DuckDB experiment that turns ecommerce CSV files into validated Silver data, quarantine records, and trusted Gold revenue while making grain, duplicates, nulls, and idempotency observable.