Last Updated: November 21, 2025
Focus Areas
| Focus |
|---|
Surface accuracy metrics
|
Alert when thresholds fail
|
Commands & Queries
great_expectations --run
Validate
airflow trigger_dag quality_monitor
Run
slack send data-quality alert
Notify
Summary
Quality observability builds trust.
💡 Pro Tip:
Alert on failed expectations immediately.