You can now tune SQL queries using AI
You can now tune SQL queries using AI. Available starting with version 1.6.2 of the google_ml_integration extension, the ai.tune_sql function uses an LLM along with query execution plans, schemas, and runtime stats to recommend query optimizations.
Also shipped Nov 2, 2026Google Cloud in November 2026 →
Managed warehouse for MLflow (Beta)
Managed warehouse for MLflow is available in Beta, enabling users to view Unity Catalog traces in the MLflow UI without manually choosing a SQL warehouse.
Check out GitHub code without long-lived credentials on self-hosted agents
Self-hosted agents can now use temporary, read-only GitHub App tokens for repository checkout. This eliminates the need to distribute and rotate long-lived SSH keys or personal access tokens across your agent fleet.
[Launched] Generally Available: Change from virtual network integration to a private endpoint capable network configuration in Azure Database for PostgreSQL flexible server
You now have greater flexibility in network design for Azure Database for PostgreSQL Flexible Server workloads. Now you can change existing VNet-integrated servers from delegated-subnet networking to a private endpoint-capable configuration, enabling secu
[Launched] Generally Available: Restart databases in Azure SQL DB via the Azure portal
You can now restart or fail over databases directly from the Azure portal, including single databases, Hyperscale databases, and databases in elastic pools, without writing scripts against the Rest API or contacting support. Learn more.
Store and recover user sessions with RUM Managed Archive
Datadog RUM Managed Archive allows users to store all ingested RUM sessions and recover them on demand for debugging, incident investigation, and audits.
Datadog is now available on Anthropic’s Claude Marketplace
Datadog is now available on the Claude Marketplace, providing visibility into Claude-powered AI applications.
More from AlloyDBEvery AlloyDB release →
Direct Iceberg access in AlloyDB for PostgreSQL is available for PostgreSQL 18 and later ( in Preview )
Direct Iceberg access in AlloyDB for PostgreSQL is available for PostgreSQL 18 and later ( in Preview ). This feature lets you query Apache Iceberg tables in Cloud Storage or Lakehouse runtime catalog and accelerate analytical queries using the AlloyDB columnar engine. For more information, see Access Iceberg data from AlloyDB .
Syncing data from BigQuery into AlloyDB is generally available ( GA )
Syncing data from BigQuery into AlloyDB is generally available ( GA ). This feature lets you copy or mirror analytical tables from BigQuery into AlloyDB for low-latency operational access using the alloydb_sync extension. For more information, see Sync BigQuery data to AlloyDB .
AlloyDB Express is available in Preview for PostgreSQL 18
AlloyDB Express is available in Preview for PostgreSQL 18. Optimized for rapid prototyping and for workflows that use AI coding agents, this configuration provides the following features: Fast provisioning Scale-to-zero compute when idle A monthly free tier for the first 12 months of usage One-click upgrades to AlloyDB for PostgreSQL For more information...
AlloyDB AI adds pre-registered Gemini and reranking models in extension 1.6.5
AlloyDB AI version 1.6.5 adds support for newer Gemini models and the semantic-ranker-512 model while setting gemini-3.5-flash-lite as default.
AlloyDB AI and vector search features are generally available
AlloyDB now provides general availability for four-level ScaNN vector indexes on PostgreSQL 17, supporting up to 10 billion rows. It also includes automatic index maintenance and streaming functionality for improved recall on filtered searches.
IAM group authentication is generally available for AlloyDB
IAM group authentication is now generally available for AlloyDB clusters running PostgreSQL 15 and later. This allows administrators to manage database roles and privileges at the group level.
AlloyDB AI functions for data extraction and classification in preview
AlloyDB AI now offers preview functions for extracting structured data and classifying text directly within database queries. The update also includes parameter renaming and new instructions for AI query engine functions.