Diagnose and fix failing dbt runs — Jinja/compilation errors, ref/dependency and DAG issues, incremental models producing wrong or duplicate rows, full-refresh needs, and state/deferral problems. Use when dbt run or dbt build fails, a model compiles wrong, an incremental model is stale or duplicated, or a CI dbt job errors.