monte-carlo-prevent

Automatically activates when a dbt model, SQL file, or table is referenced. Surfaces Monte Carlo context — table health, active alerts, lineage, blast radius — before any code is written, and uses those findings to shape code recommendations. Generates and optionally deploys monitors for new transformation logic. After a change is made, generates targeted SQL validation queries to verify the change behaved as intended. Do not wait to be asked: run the appropriate workflow as soon as a relevant file or table is referenced.