Feature Pipeline Observability: Monitoring Freshness, Completeness, and Drift

Feature pipelines have a reputation for failing quietly. Unlike a web service that throws a 500 and wakes up an on-call engineer, a broken feature pipeline often just silently serves degraded data -- stale values, dropped records, shifted distributio...