RisingWave v2.8 introduces a unified streaming-batch engine with DataFusion for querying Iceberg tables directly, makes materialized view backfilling dramatically faster through snapshot backfill as the default, and enables per-job configuration so individual pipelines can be tuned independently without affecting others.