#observability

Data Quality: Fail the Job, Open a Ticket, or Ignore Red Forever

Four checks — freshness, volume, schema, uniqueness — plus a written fail-versus-ticket policy, why permanently red tests train people to ignore them, and dbt vs GX vs a vendor.

• data-quality
• observability