Alex Merced 2/19/2026

Pipeline Observability: Know When Things Break

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This article details the concept of pipeline observability, contrasting it with basic monitoring. It explains the three pillars—metrics, logs, and data lineage—and what to measure (freshness, completeness, correctness) to ensure data pipelines produce accurate results, not just run successfully. It provides actionable guidance for implementing effective alerting and impact analysis.

Pipeline Observability: Know When Things Break

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