Releasesby GlyphPerformance capture for Cloud SQL for MySQL is now generally available ( GA )
Performance capture for Cloud SQL for MySQL is now generally available ( GA ). Performance capture lets you take a point-in-time snapshot of your database and operating system metrics automatically and route them to Cloud Logging for root-cause analysis.
Also shipped Aug 5, 2026Google Cloud in August 2026 →
Openflow Connector for SQL Server (CDC) (General availability)
The Openflow Connector for SQL Server (CDC) is now generally available. The connector captures every row-level change from Microsoft SQL Server using Change Data Capture (CDC) and replicates selected tables into Snowflake in near real-time or on a schedule. It supports initial snapshot load, incremental sync, and schema evolution.
REPLACE USING flows for pipelines (Beta)
REPLACE USING flows are now available in Lakeflow pipelines in Beta . Use a REPLACE USING flow when your source is a series of partial snapshots keyed by column. On each update, the flow replaces all rows that match the specified key columns and leaves all other rows unchanged.
Amazon DynamoDB now supports real-time vector search at any scale
Today, we’re announcing the general availability of vector search in Amazon DynamoDB . You can now store vector embeddings alongside your operational data in DynamoDB and run similarity searches directly against that data, without replicating it to a separate vector store.
[Launched] Generally Available: SharePoint Connector for Azure Databricks
The SharePoint connector for Azure Databricks is now generally available. Organizations can use Lakeflow Connect to ingest files from SharePoint into Azure Databricks, helping unify enterprise content with data and AI workflows on Azure. The connector sup
[Launched] Generally Available: Unity AI Gateway on Azure Databricks
Unity AI Gateway is now generally available on Azure Databricks. Unity AI Gateway provides centralized governance for AI models, agents, tools, and MCP services, helping organizations monitor usage, manage costs, apply guardrails, and enforce access contr
Inference hooks
are now in beta for Claude Enterprise organizations. Point Claude at your organization's AI security server, and each governed prompt across claude.ai, Cowork, and Claude Code is held for the server's allow or deny verdict before inference proceeds.
More from Cloud SQLEvery Cloud SQL release →
DNS automation is now generally available ( GA ) on Cloud SQL instances where Private Service Connect is...
DNS automation is now generally available ( GA ) on Cloud SQL instances where Private Service Connect is enabled. You can use DNS automation to provision and manage per-instance DNS records automatically.
Cloud SQL for MySQL supports resource groups
Cloud SQL for MySQL supports resource groups . MySQL resource groups let you manage resource allocation for different workloads on your Cloud SQL for MySQL instance. By using resource groups, you can prevent less important workloads from consuming excessive CPU or memory resources.
Newly created instances configured with high availability (HA) now have Knowledge Catalog (formerly Dataplex...
Newly created instances configured with high availability (HA) now have Knowledge Catalog (formerly Dataplex Universal Catalog) enabled by default. Cloud SQL for PostgreSQL instances running on PostgreSQL version 14.0 or later send updates and metadata to Knowledge Catalog in near real-time.
You can change the backup plan for your Cloud SQL enhanced backups without first removing the existing plan
You can change the backup plan for your Cloud SQL enhanced backups without first removing the existing plan. For more information, see Change your instance's associated backup plan . Cloud SQL for PostgreSQL
Starting on August 1, 2026, when you create or clone a Cloud SQL instance enabled with Private Service...
Starting on August 1, 2026, when you create or clone a Cloud SQL instance enabled with Private Service Connect, or when you enable Private Service Connect for an existing instance, then connection reconciliation behavior is enabled by default and can't be disabled.
QueryData adds support for parameterized secure views (PSVs) to help secure applications that use natural...
QueryData adds support for parameterized secure views (PSVs) to help secure applications that use natural language queries. For more information, see Secure and control access to application data . This feature is in Preview . Cloud SQL for PostgreSQL
The Cloud SQL remote MCP server now supports specialized endpoint URLs (toolsets) for /readonly ...
The Cloud SQL remote MCP server now supports specialized endpoint URLs (toolsets) for /readonly , /instance_manage , and /query_execution . Specialized toolset URLs let you restrict the set of exposed MCP tools based on your security and workflow requirements. For more information, see Available toolsets .