Observability & Lineage

Trace dependencies and monitor data health, freshness, and drift across the stack.

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What we cover

  • Lineage capture across ingestion, transform, and serving
  • Freshness SLOs, quality signals, and alerting
  • Run metadata, logs, and metrics collection
  • Dashboards & root-cause workflows
  • Automated checks in CI/CD and governance integrations

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