Data and AI releases

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Agent Observability access without access to raw agent content

UpdateNot yet verified

Raw agent content , prompts, completions, tool inputs and outputs, transcripts, and judge rationale , now has its own permission. A user without it still gets the full operational product: summary metrics, span structure, monitors, and alerts.

AI agentsSecurityObservability

Read on docs.getmontecarlo.com

Also shipped Sep 9, 2026Monte Carlo in September 2026 →

External secrets in Unity Catalog (Beta)

External secrets connect a Unity Catalog schema to AWS Secrets Manager. The secrets appear in Unity Catalog as read-only securable objects that you govern with Unity Catalog privileges. Databricks reads their values from AWS Secrets Manager on demand. See External secrets in Unity Catalog .

Beta
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Celigo connector (Beta)

The Celigo connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. The connector ingests audit log events, such as create, update, and delete operations on resources, from Celigo (integrator.io) into Databricks. Authentication uses a Celigo integrator.io API token.

Beta
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Anysphere Organization connector (Beta)

The Anysphere Organization connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. The connector uses the Anysphere (Cursor) Organization Admin API to ingest organization members, groups, and group members into Databricks as daily snapshots.

Beta
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Anaplan connector (Beta)

The Anaplan connector is now available in Lakeflow Connect in Beta . Workspace admins can control access to this feature from the Previews page. The connector ingests audit trail events and user account records from your Anaplan tenant into Databricks. Authentication uses an Anaplan CA certificate and its paired private key. See Anaplan connector .

Beta
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Openflow gen 1 deployment creation retired

You can no longer create new first generation (gen 1) Openflow deployments (BYOC or Snowflake). All new deployments are second generation (gen 2), created with CREATE OPENFLOW DEPLOYMENT or the Openflow UI. Existing gen 1 deployments continue to work unchanged, and you can still create new gen 1 runtimes on an existing gen 1 deployment.

Deprecation
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More from Monte CarloEvery Monte Carlo release →

Arrange your agent's Summary page the way your team reads it

Every widget on an agent's Summary page can now be moved and resized. Drag a widget by its header to reorder it, pull the corner to resize, or use the widget menu to set width (third, half, full) and height (compact, default, tall). Whole sections you don't watch can be collapsed.

Update
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Monitor Snowflake Cortex agents by version

Agent Observability now captures which version of a Snowflake Cortex agent handled each run. Version is available as a segment-by field on agent metric monitors and evaluation monitors, so a single monitor can track latency, tokens, errors, or eval scores per version instead of blending them into on...

Update
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