How to design batch pipelines that write well into Apache Iceberg: commit strategy, partitioning, sort order, write-audit-publish, and maintenance done right.
How AWS, Google Cloud, and Microsoft Azure actually support Apache Iceberg: storage, catalogs, maintenance, governance, and interoperability, layer by layer.
How to put guardrails on analytics agents that take actions: classify by blast radius, gate capabilities, build approval steps, and stop runaway loops.
A practical guide to building agent decision traces in Apache Iceberg that support audit reconstruction, governance review, and cost attribution.
