Debezium 3.5.0.Final introduces major improvements across its connector portfolio. Key highlights include new parallel multithreaded chunk-based snapshots for faster initial loads, Oracle memory optimizations yielding ~50% bookkeeping reduction, improved LogMiner performance, Oracle 26ai compatibility, and dynamic archive destination support for failover scenarios. MySQL gains signal-based binlog offset adjustment. SQL Server adds managed identity (Azure AD) support and improved transaction metadata. The CockroachDB connector receives initial snapshot support, multi-table concurrent streaming, schema change tracking, and incremental snapshots. Quarkus extensions are relocated to a dedicated repository, now supporting Db2 and Oracle, batch processing handlers, Hibernate L2 cache invalidation, and JBang integration. The Debezium Platform UI adds a guided tour, HTTPS/TLS support, and a virtualized tree view for better performance. 216 issues were resolved in total. Plans for 3.6 include decoupling from Kafka, pluggable schema management, native Debezium Server builds, and built-in observability.

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