Assumptions at Scale: How a Small Design Oversight Quietly Created 110 GB of Data

Dec 12, 2025 · 6 min read · Introduction Most production failures are not caused by broken code or system outages.They are caused by assumptions that go unchallenged for too long. This post describes a real production incident in a SCADA → SSIS → SQL Server data pipeline that r...