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Apache Kafka & Stream Processing Fundamentals · Lesson

The Outbox Pattern for Reliable Event Publishing

Learn how the transactional outbox pattern guarantees that database writes and Kafka events stay consistent, avoiding dual-write data loss.

The Dual-Write Problem

A service often needs to update its database and publish a Kafka event. Doing both as separate steps risks one succeeding and the other failing.

This dual-write problem leaves the database and Kafka inconsistent.

Why You Can't Just Try-Catch

If you commit the DB then publish, a crash in between loses the event.

If you publish then commit, a failed commit emits a phantom event. There is no atomic transaction spanning a relational DB and Kafka by default.

All lessons in this course

  1. Event Sourcing with Kafka
  2. Change Data Capture (CDC)
  3. Microservices Communication Patterns
  4. The Outbox Pattern for Reliable Event Publishing
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