Databricks releases, every cloud

1. Genie Code for AI Runtime (Public Preview)

   Generates distributed training code and resolves environment issues. Requires AI Runtime.

   #Genie Code#Machine Learning
   AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown) Aug 27, 2026
2. Web terminal on serverless GPU compute (AI Runtime) is in Public Preview

   Runs shell commands, monitors GPU usage, and manages files on serverless GPU compute. Requires environment version 5 or above.

   #Compute#Machine Learning
   AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(unknown) Jul 31, 2026
3. Protobuf tensor input for custom model serving endpoints (Public Preview)

   Replaces JSON with serialized KServe v2 ModelInferRequest. Requires endpoints deployed after July 9, 2026.

   #Machine Learning#Model Serving
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(not on this cloud) Jul 9, 2026
4. AI Runtime is now in Public Preview

   Adds GPU support to serverless compute for deep learning workloads.

   #Machine Learning
   AWS, read it on their docsAzure, read it on their docsGCP(not on this cloud)SAP(not on this cloud) Mar 19, 2026
5. Databricks Assistant Agent mode is now in Public Preview

   Automates multiple steps from a single prompt, using Azure OpenAI or Anthropic.

   #Assistant
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown) Dec 23, 2025
6. List MCP servers in Azure Databricks Marketplace (Public Preview)

   Allows distribution of AI tools and connection to external data sources, requires provider listing.

   #Marketplace
   AWS(not on this cloud)Azure, read it on their docsGCP(not on this cloud)SAP(unknown) Nov 6, 2025
7. Run the change, do not just read it. Hands-on labs in your own Databricks workspace, graded when you submit. Browse labs
8. List MCP servers in Databricks Marketplace (Public Preview)

   Lets users install MCP servers to connect AI agents to external data sources.

   #Marketplace
   AWS, read it on their docsAzure(not on this cloud)GCP, read it on their docsSAP(unknown) Nov 6, 2025
9. Databricks Assistant Agent mode: Data Science Agent is in Beta

   Orchestrates multi-step workflows from a single prompt, building entire notebooks for tasks like EDA and machine learning.

   #Assistant#Notebooks
   AWS, read it on their docsAzure, read it on their docsGCP, read it on their docsSAP(unknown) Sep 3, 2025

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