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Data Platform Observability Basics

See pipelines end to end

Data platform observability instruments pipelines for freshness/latency, failure/error rates, data quality checks, lineage, and resource costs, with alerting tied to SLAs and owners.

Instrument

Capture run statuses, durations, freshness, and row counts.

Quality

Embed data quality checks; alert owners with lineage context.

Operate

Dashboards for SLA adherence and cost; on-call runbooks.

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