Data Monitoring Observability Cheat Sheet

Quality dashboards

Last Updated: November 21, 2025

Focus Areas

Focus
Track accuracy
Alert on stale data

Commands & Queries

great_expectations --run
Check
airflow trigger_dag data_monitor
Run
slack send data-quality alert
Notify

Summary

Observability builds trust.

💡 Pro Tip: Surface metrics before stakeholders.
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