Upgrading Trino OSS in 2026: Breaking Changes from Release 479 to 484

Java 25, native-only object storage, new S3 auth rules and changed SQL semantics: what Trino 479 to 484 break, and an upgrade sequence that limits surprises.
Starburst MCP Server: Governing AI Agent Access to Federated Data

Starburst documents an MCP server for AI agents. How it works in Enterprise and Galaxy, how identity and guardrails apply, and what to settle first.
Apache Iceberg Format Version 3: What Changes and How to Plan Adoption

Deletion vectors, row lineage, variant and spatial types: what Iceberg format version 3 changes, why engine support decides timing, and how to adopt it safely.