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Architecting Resilient Event-Driven Systems: Kafka Partitioning, Consumer Groups, and the Transactional Outbox Pattern

Architecting Resilient Event-Driven Systems: Kafka Partitioning, Consumer Groups, and the Transactional Outbox Pattern

Eliminating the dual-write problem in distributed microservices using PostgreSQL and Apache Kafka: implementing the Transactional Outbox Pattern with Debezium CDC, partition key hashing, idempotent consumer processing, and dead-letter retry topologies.

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Hardianto
June 15, 2026
6 min read
Distributed SystemsKafkaMicroservices +2
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