What changes for you
Retry isolates transient failures. Binary splitting narrows a bad batch, dead letters preserve evidence, and idempotent paths absorb replay. SQL Flow handles destination-specific retry policy; poison-record isolation; checkpointed pause and resume; explicit delivery semantics per path.