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Jul 8, 2026 · 27 min
Streaming ETL With CDC and Materialized Views: Real-Time Without a New Data Stack
Debezium, Kafka, and Postgres materialized views give you sub-minute freshness without rebuilding your warehouse — here's the architecture and its trade-offs.
CDCStreamingDebezium
Mar 5, 2026 · 31 min
dbt in Anger: Modeling, Contracts, Testing, CI, and the Setup That Scales to 500+ Models
The dbt setup that survives real teams — layered models, contracts on every mart, tests that catch business bugs, CI that runs only what changed, semantic layer for one metric one place, and the ops habits that keep the graph healthy at 500+ models.
dbtSQLData Modeling