Releasesby GlyphInitial sync data volume warning in connection setup
Connection setup warns that the initial sync replicates all data in every enabled stream, since Airbyte Cloud bills on data replicated.
Also shipped Jul 23, 2026Airbyte in July 2026 →
SQL environment variable and private Git package support for dbt Projects on Snowflake
Environment variable support for dbt Projects on Snowflake is now generally available. Manage per-developer schemas, dynamic runtime values, secrets, and multiple environments in a single, Git-versioned env.yml file that Snowflake resolves before each run.
SERVICE_AGENT user type (General availability)
With this release, the SERVICE_AGENT user type is generally available. Use this user type for automated AI agents that interact with Snowflake using their own identity and privileges.
SHOW CORTEX BASE MODELS command (General availability)
With this release, we are pleased to announce the general availability of the SHOW CORTEX BASE MODELS command. Use this command to list the Cortex Base Models available in your account, along with each model’s lifecycle status, regional availability, legacy date, and end-of-life date.
C++ SDK for the Zerobus Ingest connector is now available in Beta
A C++ SDK for the Zerobus Ingest connector in Lakeflow Connect is now available in Beta. The SDK provides a high-throughput gRPC client for ingesting records directly into Unity Catalog Delta tables, with support for JSON and Protocol Buffers. See Use Zerobus Ingest .
Genie Code scheduled tasks are in Beta
You can now schedule Genie Code to run a prompt on a recurring schedule. Each run executes your prompt as a full Genie Code session and produces a continuable Genie chat with the results, so you can turn recurring analysis into an unattended background task. Create a scheduled task by asking Genie Code in chat or by filling in the create form manually.
Databricks Runtime 19 and Databricks Runtime 19 for Machine Learning are now generally available
Databricks Runtime 19 and Databricks Runtime 19 for Machine Learning are now generally available (GA), powered by Apache Spark 4.2.0. For release notes, see Databricks Runtime 19 and Databricks Runtime 19 for Machine Learning .
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Amazon Seller Partner OAuth supports the Ireland region
OAuth authorization for the Amazon Seller Partner source now works for Seller or Vendor accounts in the Ireland (IE) region.
Semantic search re-indexes edited records
Updated records are re-indexed so agents search the current version of synced data; previously only new records were indexed.
Semantic search for Granola meeting notes
Agents can search Granola transcripts and summaries by meaning.
Connector detail page with entities, Context Store and activity
Each connector has a detail page with its entities, Context Store status, and recent agent request activity, including per-entity read and write counts.
Agents SDK agent_tool decorator for unsupported frameworks
The agent_tool decorator wires connector tools into agent frameworks the SDK doesn't natively support. Tool failures raise a catchable AirbyteToolError.
Invitation codes sent only to the invited person
Invitation codes for joining an organization or workspace are sent only to the invitee and are no longer visible in the pending invitations list.
Google Analytics connector supports service account keys
Google Analytics can be connected with a service account key, without Google sign-in.
Agents chat renders tables and sessions show Created by
Chat answers display tables as real tables with horizontal scrolling, and the sessions list has a Created by column.