Freshness Is a Contract, Not a Note on a Dashboard
July 25, 2026Data freshness needs to become an engineering contract with a measurable value, an owner, and consequences. How to decompose lag, make freshness queryable, and keep agents honest.
4 posts tagged with "streaming"
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.
Data Lakehouse Roundup 1 - News and Insights on the Lakehouse
October 16, 2024What's Going on in the Data Lakehouse Space
Change Data Capture (CDC) when there is no CDC
October 04, 2024Handling Synching Changing Data Across Systems