Shopify connector write support
Agents can create, update, and delete Shopify customers, products, draft orders, discount codes, blog posts, pages, inventory levels, collections, and metafields.
Also shipped Jun 29, 2026Airbyte in June 2026 →
Dynamic Iceberg table replication (General availability)
Snowflake now supports replication of dynamic Iceberg tables as part of replication and failover groups. Previously, dynamic Iceberg tables were skipped during replication refresh operations. For more information, see Configure replication for Snowflake-managed Iceberg tables .
Databricks SQL version 2026.20 is now available in Preview
Databricks SQL version 2026.20 is now available in the Preview channel. Review the following section to learn about new features, behavioral changes, and bug fixes.
SQL alert task in Lakeflow Jobs is now generally available
The SQL alert task in Lakeflow Jobs is now generally available. Use the task to evaluate a Databricks SQL alert as part of a Lakeflow Job. The task returns its evaluation state as a task output value, so downstream tasks can branch on the result. See SQL alert task for jobs .
Govern LLMs in Unity Catalog with model services (Beta)
You can now govern Databricks-hosted LLMs in Unity Catalog using model services , currently in Beta. A model service is a Unity Catalog securable that represents a governed LLM endpoint, so you can define an endpoint once and share it across workspaces using Unity Catalog privileges, instead of duplicating endpoints per workspace.
Custom Docker images for AI Runtime CLI workloads (Beta)
You can now bring your own Docker container image to AI Runtime CLI ( air ) workloads. This feature is in Beta . Use a custom image when you need specific system library versions, complex dependencies, or a reproducible environment. See Use custom Docker images .
Parquet v2 for Delta Lake tables is generally available
Parquet v2 is now generally available for Delta Lake tables in Databricks Runtime 18.1 and above. Parquet v2 uses advanced encodings, v2 data page headers, and INT64 timestamps to improve query performance and reduce table sizes. To use, set the delta.parquet.format.version table property to 2.12.0 or enable automatic upgrades.
More from AirbyteEvery Airbyte release →
Search results include related names and context
Search results from Freshdesk, Gong, Linear, Slack, and Zendesk Support include related names and context such as requester or author names.
Agent MCP list_organizations and use_organization tools
Users in multiple organizations can list and switch organizations within an MCP session using list_organizations and use_organization.
Filter sessions by workspace
The Sessions page can be filtered by workspace.
Intercom connector writes contacts, companies and conversations
Agents can create, update, and delete contacts, companies, and conversations with the Intercom connector.
TikTok Marketing hourly and lifetime ad reports
The TikTok Marketing connector provides hourly and lifetime ad performance reports.
HubSpot connector creates and updates contacts, deals, companies and tickets
Agents can create and update contacts, deals, companies, and tickets in HubSpot.
Google Ads connector upgraded to API version 23
The Google Ads connector was upgraded from API version 20 to version 23.
Semantic search for Linear issues and comments
The Linear connector supports semantic search over issue descriptions and comments.