Latest Articles

What Agentic Analytics Actually Costs, and How to Keep It Bounded

What Agentic Analytics Actually Costs, and How to Keep It Bounded

Agent analytics generates two cost streams that scale on different variables. Here's the arithmetic, the levers that actually move the number, and how to build attribution before you need it.

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Apache Fluss and Kafka Solve Different Problems in an Iceberg Pipeline

Apache Fluss and Kafka Solve Different Problems in an Iceberg Pipeline

Fluss puts a columnar, indexed hot tier between Kafka and Iceberg. Here's what it changes structurally, what Kafka still does better, and how to benchmark the comparison yourself.

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The Jackson 3 Problem in Apache Iceberg, and What It Means for Your Code

The Jackson 3 Problem in Apache Iceberg, and What It Means for Your Code

Jackson 3 changes everything: package names, unchecked exceptions, flipped defaults. Here's what breaks, why the engines are fine and your service isn't, and how to migrate safely.

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Governing Iceberg Tables Across Regions Without Three Sets of Permissions

Governing Iceberg Tables Across Regions Without Three Sets of Permissions

Catalog federation gives you one authorization model and one audit point across regions. Here's what it solves, what it doesn't, and how to build a topology you can actually govern.

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