Alex Merced's Data, Dev and AI Blog

Topic

CDC

4 posts tagged “CDC”.

  1. 31 min read

    Mastering Apache Iceberg v3 Deletion Vectors for High-Throughput Streaming Ingest

    Here is a bill that surprises teams every quarter. A Flink pipeline streams change data capture events into an Apache Iceberg table, a few thousand…

  2. 21 min read

    How Iceberg V3 Deletion Vectors Fixed Merge-on-Read for Streaming Tables

    A change data capture pipeline lands updates from an operational database every thirty seconds. Under Iceberg V2 with merge-on-read, each of those…

  3. 30 min read

    The State of Streaming to Apache Iceberg in July 2026: Every Path, Its Latency, and What to Do When Seconds Are Not Fast Enough

    The most common architecture question I get in 2026 is no longer "should we use Iceberg." That one is settled. The question now is "how fresh can our…

  4. 15 min read

    CDC Without Complexity Using Iceberg v3 Row Lineage

    Row lineage gives Iceberg a native way to tell incremental consumers which rows changed and when they changed. That is the useful lens for Iceberg v3…

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