Data Platform

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dbt + Dagster + DuckDB, with SLI metrics in VictoriaMetrics and logs in VictoriaLogs. Data is ingested daily, modelled with dbt, checked by tests, and every run is measured against service-level objectives in Grafana.

Architecture: Dagster runs ingest and dbt into DuckDB; SLI sensors and the log handler feed VictoriaMetrics and VictoriaLogs, which vmalert and Grafana read; a read-only snapshot of the marts feeds Superset; the Homepage portal links and health-checks every service.

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