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Polling, dual writes and the outbox pattern set against change data capture reading the Postgres write-ahead log into Kafka, feeding a search index, cache invalidation, analytics and an audit trail

Data PlatformDay 84Oct 25, 2026

The Database Already Wrote It Down

system-design data-platform change-data-capture

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