Iceberg V4 Equality Delete Deprecation and Polaris MCP Auth Token Boundaries

Apache Data Lakehouse Weekly, July 21-29, 2026: Iceberg V4 deprecates equality deletes, Parquet adds ALP encoding, and Polaris debates MCP auth token boundaries.