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11 releases of 1331

Last updated 12 hours ago

Release					Date
Custom Docker images for AI Runtime CLI workloads (Beta) Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 29, 2026
Improved workspace files read performance Applies to serverless and classic compute with Databricks Runtime 18 and above, speeding up workloads like find and grep. #Developers	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	On SAP, read it on their docs	Jun 16, 2026
AI Runtime CLI (Beta) Submits and manages distributed training workloads on serverless GPU compute from a local machine. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Jun 12, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation Conceptual topics are now under Concepts. #Documentation #Lakeflow	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 9, 2026
Improved workspace file write performance on classic compute Uses asynchronous flushing by default for Databricks Runtime 17.1 and above, batching file writes and deletes. #Developers	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 4, 2026
Declarative Automation Bundles will soon default to use the direct deployment engine Coming soon Replaces Terraform deployment engine, migrating bundles automatically on July 24, 2026. #Bundles #Developers	On AWS, read it on their docs	On Azure, read it on their docs	On GCP, read it on their docs	Not on SAP	Jun 3, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Serve custom LLMs with Custom Model Serving (Beta) Supports multimodal models and PEFT recipes, unlike Foundation Model APIs. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	May 20, 2026
AI Runtime 1xH100 accelerator (Beta) Supports 1xH100 accelerator, see Hardware options for details. #Machine Learning	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Apr 21, 2026
Databricks Documentation site table of contents tabs Replaces static sidebar with tabbed navigation, includes 6 context tabs. #Documentation	On AWS, read it on their docs	Not on Azure	On GCP, read it on their docs	Not on SAP	Mar 31, 2026
Declarative Feature Engineering APIs (Beta) Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions. #Machine Learning	On AWS, read it on their docs	Not on Azure	Not on GCP	Not on SAP	Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta) Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry. #Machine Learning #Model Serving	On AWS, read it on their docs	On Azure, read it on their docs	Not on GCP	Not on SAP	Mar 6, 2026

Custom Docker images for AI Runtime CLI workloads (Beta)
Allows custom system library versions and complex dependencies, requires setup via Use custom Docker images.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 29, 2026
Improved workspace files read performance
Applies to serverless and classic compute with Databricks Runtime 18 and above, speeding up workloads like find and grep.

#Developers

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docs SAP, read it on their docs Jun 16, 2026
AI Runtime CLI (Beta)
Submits and manages distributed training workloads on serverless GPU compute from a local machine.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Jun 12, 2026
Reorganized Spark Declarative Pipelines on Lakeflow documentation
Conceptual topics are now under Concepts.

#Documentation #Lakeflow

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 9, 2026
Improved workspace file write performance on classic compute
Uses asynchronous flushing by default for Databricks Runtime 17.1 and above, batching file writes and deletes.

#Developers

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 4, 2026
Declarative Automation Bundles will soon default to use the direct deployment engine Coming soon
Replaces Terraform deployment engine, migrating bundles automatically on July 24, 2026.

#Bundles #Developers

AWS, read it on their docs Azure, read it on their docs GCP, read it on their docsSAP(not on this cloud) Jun 3, 2026
Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
Serve custom LLMs with Custom Model Serving (Beta)
Supports multimodal models and PEFT recipes, unlike Foundation Model APIs.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) May 20, 2026
AI Runtime 1xH100 accelerator (Beta)
Supports 1xH100 accelerator, see Hardware options for details.

#Machine Learning

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Apr 21, 2026
Databricks Documentation site table of contents tabs
Replaces static sidebar with tabbed navigation, includes 6 context tabs.

#Documentation

AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(not on this cloud) Mar 31, 2026
Declarative Feature Engineering APIs (Beta)
Define time-windowed aggregation features from data sources, materialize to Delta tables or Lakebase. Available in us-east-1 and us-west-2 regions.

#Machine Learning

AWS, read it on their docsAzure(not on this cloud)GCP(not on this cloud)SAP(not on this cloud) Mar 9, 2026
Endpoint telemetry for custom model serving endpoints (Beta)
Stores logs, traces, and metrics in Unity Catalog Delta tables using OpenTelemetry.

#Machine Learning #Model Serving

AWS, read it on their docs Azure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 6, 2026

Headlines, dates and product areas are Databricks' own, and every item links to the note it came from. The one-line summaries are ours.