Releasesby GlyphConnector setup opens the form before the AI setup assistant
New source or destination setup now opens the configuration form first, with an Agent/Form toggle to switch to the AI assistant.
Also shipped Aug 12, 2026Airbyte in August 2026 →
Define business concepts with Pages (Beta)
You can now use Pages to give business terms, acronyms, and KPIs a single governed definition. Part of Unity Catalog semantics , Pages form the human-modeled layer of the Genie Ontology that Genie One draws on to ground its answers. See Pages .
Custom trace views in the MLflow trace explorer are in Beta
You can now build custom trace views in the Databricks MLflow trace explorer. Describe the layout you want in plain language, and Genie generates a reusable view that surfaces the trace fields, metrics, and feedback controls most relevant to your review workflow. See Build a custom trace view .
Google Search Console connector is available in Beta
The managed Google Search Console connector is now available in Beta in Databricks Lakeflow Connect. Use it to ingest search performance data, site metadata, and sitemap information from Google Search Console into Databricks.
Glean connector in Lakeflow Connect (Beta)
You can now ingest data from Glean into Databricks using the managed Glean connector in Lakeflow Connect. The connector ingests company-wide usage insights for search, Assistant, and agents, along with the shortcuts (go links) defined in your Glean deployment, using a Glean Client API token. This feature is in Beta . See Glean connector .
Amplitude connector (Beta)
The Amplitude connector in Lakeflow Connect is now in Beta. Ingest product analytics event data along with event, cohort, and annotation metadata from Amplitude. See Amplitude connector .
Gemini Enterprise: GitHub connector with data federation
The GitHub connector with data federation is generally available (GA) in Gemini Enterprise. The connector lets you search and act on GitHub repositories, issues, and pull requests directly from the Gemini Enterprise agent, with tool actions such as creating branches, adding issue comments, merging pull requests, and pushing files.
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Agents can join data from multiple connectors in one query
Agents can combine data from more than one connector in a single query against synced data.
Semantic search for Zendesk Support ticket comments
Agents can search Zendesk Support by meaning, including ticket comment text, with each result carrying its ticket's title, status, and priority.
Agents chat asks clarifying questions on ambiguous requests
For ambiguous requests, chat asks a short clarifying question with options; users can pick, answer, or skip.
Airbyte Self-Managed 2.2 released, one-way database upgrade
Airbyte 2.2 migrations drop tables that 2.1.x depends on, so the upgrade is one-way and rolling back to 2.1.x is not supported. Take a database backup before upgrading.
Airbyte 2.2 community deployments drop HTTP Basic API credentials
Community deployments no longer accept HTTP Basic credentials on the API. Callers must switch to an access token from /api/v1/applications/token.
Airbyte 2.2 Helm charts accept namespaceOverride
Both the main chart and the data plane chart accept a top-level namespaceOverride value that controls the namespace written onto chart resources.
Airbyte 2.2 sizes replication orchestrator separately from jobs
The server reads global.workloads.resources.replication settings for the replication orchestrator, and global.jobs.resources is deprecated in favor of global.workloads.resources.mainContainer.
Semantic search for GitHub issues, pull requests and comments
Agents can search GitHub by meaning, including issue descriptions, pull request descriptions, and comments.