Summary
Databricks Asset Bundles now deprecates the Terraform deployment engine and automatically packages local code directories for AI runtime tasks during deployment. The release also adds optional JSON output for bundle initialization and resolves several direct deployment
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More from databricks/cli
The Databricks CLI now supports specifying serverless usage policies with ssh connect and allows bundle destroy with force-lock to proceed when workspace directories are full. Databricks Asset Bundles now drop empty optional resource fields before deployment, strictly reject invalid grants during validation, and fix app deletion and grant drift issues.
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Databricks Asset Bundles now automatically migrate clean deployments from Terraform to the direct engine and support declaring custom environment variables in script configurations. Interactive databricks ssh connect sessions now default to the virtual environment'
Explicitly selected profiles now take precedence over authentication environment variables, and intermittent API paging crashes have been resolved. Databricks Asset Bundles updates ensure selective deployments include grants, fix PyDABs mutator permission errors, and introduce new volume path and Lakebase Postgres configuration options.
The Databricks CLI introduces a base environment flag for serverless SSH sessions and updates AI tools installation to default to agent-native plugins. Databricks Asset Bundles received fixes for persistent drift on model serving endpoints, spurious cluster updates during
The Databricks CLI now sanitizes illegal local filenames during workspace directory exports and defaults interactive SSH sessions to a bash shell set in the user workspace home directory. Databricks Asset Bundles updates include accessible job run URLs for non-admin users, an upgraded deployment migration process, and fixes for unwanted cluster and role recreations during deployment.