AlloyDB integration with BigQuery enters preview

PreviewAug 7, 2026VerifiedAdded Sep 22, 2026

AlloyDB can connect operational and analytical data through real-time lakehouse federation to BigQuery, periodic data synchronization and one-time table syncs, all in preview.

SQL Streaming

Read Google Cloud's release notes

https://docs.cloud.google.com/alloydb/docs/release-notes#August_07_2026

Summaries of vendors' own notes. Product names and logos belong to their owners; logos via logo.dev.

More AlloyDB releases

AlloyDBAug 7, 2026

AlloyDB can sync BigQuery tables in preview

BigQuery tables can be synced into AlloyDB once or on a periodic schedule, giving operational analytics low-latency transactional access to data lake data.

PreviewSQLPerformanceSource

AlloyDBAug 4, 2026

AlloyDB now supports Best Matching 25 (BM25) indexes for full-text search in Preview

AlloyDB now supports Best Matching 25 (BM25) indexes for full-text search in Preview . You can use the pg_textsearch extension to create BM25 indexes and optimize probabilistic ranking of full-text search. This feature is supported on AlloyDB instances running PostgreSQL 17 or 18. For more information, see Create and manage a BM25 index .

PreviewPostgresSource

AlloyDBAug 17, 2026

MCP Toolbox for Databases adds AlloyDB observability and query insights

The Model Context Protocol Toolbox for Databases can now access AlloyDB observability features and advanced query insights directly from an IDE.

UpdateMCPSQLObservabilitySource

AlloyDBJul 28, 2026

Note: IAM group authentication is available in Preview for new AlloyDB clusters

Note: IAM group authentication is available in Preview for new AlloyDB clusters. To enable this feature on an existing cluster, contact your Google Cloud account team. IAM group authentication for AlloyDB is available in Preview for new clusters running PostgreSQL 15 and later.

PreviewSecurityPostgresSource

AlloyDBJul 27, 2026

AlloyDB write endpoints are now available in Preview

AlloyDB write endpoints are now available in Preview . Write endpoints simplify database connection management by providing a stable domain name service (DNS) name for your applications, decoupling them from instance IP addresses.

PreviewSource

AlloyDBJul 27, 2026

AlloyDB now supports cross-region failover in Preview

AlloyDB now supports cross-region failover in Preview . You can optionally enable cross-region failover to automate the recreation of the original primary when a secondary cluster is promoted while maintaining your replication topology without requiring manual cluster deletion or re-creation.

PreviewData integrationRegionsSource

AlloyDBJul 27, 2026

External search with AlloyDB now supports OpenSearch in Preview

External search with AlloyDB now supports OpenSearch in Preview . You can use the external_search_fdw extension to connect to an OpenSearch cluster and query its data directly from your database.

PreviewSQLSource

AlloyDBJul 23, 2026

Transparent query forwarding is now available in Preview for clusters compatible with PostgreSQL 17 and 18

Transparent query forwarding is now available in Preview for clusters compatible with PostgreSQL 17 and 18. With this feature, the primary node in a cluster intercepts read-only queries and selectively forwards them to read pool instances while maintaining read-your-writes consistency.

PreviewSQLPostgresSource

Also shipped on Aug 7, 2026

Snowflake SnowflakeAug 7, 2026

DCM Projects (General availability)

DCM Projects are now generally available and are no longer in Preview . DCM Projects enable a declarative approach to managing Snowflake objects as code. You define the desired target state of your databases, tables, tasks, and other Snowflake objects in definition files, and Snowflake determines and applies the necessary changes to reach that state.

GASQLPricingDeveloper toolsSource

Snowflake Snowflake Cortex AIAug 7, 2026

Snowflake Native Apps: Cortex Agents and MCP servers (General availability)

Cortex Agents and MCP servers in Snowflake Native Apps are now generally available. Providers can create the following objects in an app’s setup script: Apps can also use inter-app communication so that one app’s agent calls another app’s agent or MCP server.

GAAI agentsMCPSource

Databricks Unity CatalogAug 7, 2026

Tag automations (Beta)

Tag automations are now in Beta . A tag automation assigns or removes governed tags on the Unity Catalog tables or volumes that match conditions you define, so tags stay accurate as your data and metadata change.

BetaGovernanceBIObservabilitySource

Databricks LakeflowAug 7, 2026

Change data feed on materialized views (Beta)

You can now read a change data feed from a materialized view created in a Lakeflow pipeline or in Databricks SQL, using Databricks Runtime 18 LTS or above. Use this to replicate materialized view changes to destinations outside Databricks, or to keep a history of materialized view changes for auditing and reporting.

BetaSQLData integrationDeveloper toolsSource

Databricks Databricks Data Intelligence PlatformAug 7, 2026

ai_search function (Beta)

The ai_search() SQL function retrieves information from one or more AI Search indexes configured as knowledge sources. Given a natural-language query, the function generates optimized search queries, retrieves and deduplicates results across sources, reranks them by relevance, and returns the most relevant documents.

BetaVector searchSQLData integrationSource

Anthropic Claude PlatformAug 7, 2026

Claude Managed Agents sessions support hard spend budgets

A session budget caps spend at public list rates; when reached, the session pauses with the budget_reached stop reason instead of starting new model requests. Deployments can apply the same budget to every session they start.

PricingAI agentsLLMsPricingSource