Apache Polaris 1.7.0 and the Quiet Work of Making a Catalog Trustworthy
August 02, 2026Apache Polaris 1.7.0 deep dive: idempotent writes, semantic models, stricter credential vending, orphan cleanup, and what the upgrade asks of you.
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Designing Batch Pipelines That Write Well Into Apache Iceberg
August 02, 2026How to design batch pipelines that write well into Apache Iceberg: commit strategy, partitioning, sort order, write-audit-publish, and maintenance done right.
Apache Iceberg Support Across the Major Hyperscalers
August 02, 2026How AWS, Google Cloud, and Microsoft Azure actually support Apache Iceberg: storage, catalogs, maintenance, governance, and interoperability, layer by layer.
Building Agent Telemetry Tables in Iceberg That Survive an Audit
July 28, 2026A practical guide to building agent decision traces in Apache Iceberg that support audit reconstruction, governance review, and cost attribution across sessions.
When the Query Optimizer Starts Managing Its Own Materializations
July 28, 2026Autonomous materialized view management replaces quarterly review meetings with workload-driven scoring, and it's essential when AI agents generate unpredictable query patterns.
Why AI Agents Fail on Raw Data, and What to Give Them Instead
July 28, 2026Agents fail on raw lake data because business rules live in people's heads. Data products with semantic contracts fix this at the source.