Debezium
Open-source distributed CDC platform built on Apache Kafka
About Debezium
Debezium is the de facto open-source standard for change data capture, reading database transaction logs and streaming changes to Kafka topics. Supports MySQL, PostgreSQL, MongoDB, SQL Server, Oracle, and more.
Best for
Best for teams with Kafka expertise wanting full-control open-source CDC
Pros & Cons
Pros
- Most widely deployed open-source CDC engine
- Sub-second latency with log-based capture
- Extensive database support with strong community
Cons
- Requires Kafka infrastructure to operate
- Significant operational overhead at scale
- No built-in transformation — needs additional tools
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