How Latency, Drift, and Cost Quietly Undermine Data Pipelines

A pipeline can stay green while latency widens, data drift corrupts meaning, and cloud costs compound treat lag, freshness, schema stability, distribution checks, and bytes scanned as one causal chain, not separate dashboards.