The Lakehouse Ingestion Tool Landscape: Fivetran, Airbyte, dlt, and CDC vs Batch
September 02, 2026How Fivetran, Airbyte, dlt, and CDC and streaming tools land well-behaved Apache Iceberg tables, and how to choose and maintain them.
5 posts tagged with "CDC"
Iceberg Row Lineage: The Feature AI and CDC Workloads Will Eventually Depend On
August 24, 2026Iceberg row lineage gives rows a durable identity across rewrites. Why CDC pipelines and AI workloads will eventually depend on it.
Mastering Apache Iceberg v3 Deletion Vectors for High-Throughput Streaming Ingest
August 19, 2026Apache Iceberg v3 deletion vectors for high-throughput streaming ingest: how bitmaps and Puffin files fix CDC write amplification and read decay.
How Iceberg V3 Deletion Vectors Fixed Merge-on-Read for Streaming Tables
August 04, 2026How Iceberg V3 deletion vectors replaced accumulating positional delete files and made merge-on-read viable for streaming and CDC tables.
The State of Streaming to Apache Iceberg in July 2026: Every Path, Its Latency, and What to Do When Seconds Are Not Fast Enough
July 06, 2026Every path for streaming data into Iceberg in 2026 — Flink, Spark, Kafka Connect, broker-native, managed pipelines — with honest latency numbers and sub-second hybrid architectures.