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A mid-size startup once got a $40,000 Snowflake invoice for a single month. The culprit was one dbt model, running on a schedule every hour, scanning 10TB of raw event data on every execution. Nobody noticed for six weeks because the queries finished successfully and the dashboards looked fine. The bill did not.
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