Releasesby IbisMicrosoft Entra ID connector is available in Beta
Beta2 days agoUnverifiedAdded Oct 23, 2026
The managed Microsoft Entra ID connector is now available in Beta in Databricks Lakeflow Connect. Use the connector to ingest Microsoft Entra ID users, groups, applications, service principals, directory roles, identity configuration, and audit and sign-in logs into Databricks.
Topics: Security, Data integration, Observability
More Lakeflow releases
Every Lakeflow releaseBox Audit Logs managed ingestion connector (Beta)
The Box Audit Logs connector in Lakeflow Connect is now available in Beta. Use the connector to ingest enterprise audit events from Box into Databricks. See Box Audit Logs connector .
Lakeflow pipelines system tables are now generally available (GA)
The lakeflow system tables pipelines and pipeline_update_timeline are now generally available. These tables record the pipelines and pipeline updates in your account. For a reference of these tables, see Jobs system table reference .
SurveyMonkey connector is available in Beta
The managed SurveyMonkey connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. Use the connector to ingest surveys, survey structure, collectors, survey responses, and contacts from SurveyMonkey into Databricks.
Oracle Eloqua connector is available in Beta
The managed Oracle Eloqua connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. Use the connector to ingest marketing data such as contacts, accounts, campaigns, email and form assets, form submissions, events, and website visitors from Oracle Eloqua into Databricks.
Asana connector is available in Beta
The managed Asana connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. Use the connector to ingest work management data such as workspaces, teams, projects, tasks, portfolios, and goals from Asana into Databricks. The connector uses OAuth user-to-machine (U2M) authentication.
Saving an unchanged job no longer adds rows to the jobs system tables
Saving a job without changing its settings no longer adds rows to system.lakeflow.jobs or system.lakeflow.job_tasks , and change_time stays at the last change. This applies to saves from the UI, the Jobs API, and Declarative Automation Bundles. See Jobs table schema .
Asynchronous processing with transformWithState is now generally available
Asynchronous processing for the Python row-based transformWithState API is now generally available. Run state operations and user logic concurrently for higher throughput with only minor code changes. See Asynchronous processing with transformWithState .
MySQL integrated CDC pipeline is now generally available
The integrated CDC pipeline for MySQL is now generally available. An integrated CDC pipeline ingests change data from MySQL into Databricks using a single pipeline, combining extraction and application into one pipeline update. Unlike the standard gateway-based architecture, an integrated CDC pipeline requires no separate ingestion gateway.
Also shipped on Oct 22, 2026
Databricks in October 2026Trace and evaluate Cursor agents with Langfuse, powered by ClickHouse
Users can now connect Cursor to Langfuse to trace agent turns and analyze model and tool calls, with ClickHouse providing the underlying analytics infrastructure.
The AI.TRANSLATE function lets you translate text strings between languages
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Replit Monitoring Agent: Your very own software engineering team
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You can configure Direct VPC ingress for Cloud Run instances ( Preview )
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Gemini Enterprise: Single-user quota limits
Gemini Enterprise administrators can configure single-user quota limits on the Usage & Spending > Usage page in the Google Cloud console to prevent an individual user from using all of an edition's shared subscription quota pool.
Optimize AI costs with Agent Observability
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