Data and AI releases

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Modal 1.3.2

UpdateNot yet verified

- Modal objects now have a .get_dashboard_url() method. This method will return a URL for viewing that object on the Modal dashboard: python fc = f.spawn() print(fc.get_dashboard_url()) # Easy access to logs, etc.

BIObservabilityDeveloper tools

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Also shipped Jan 30, 2026Modal in January 2026 →

What's new in Sigma

AI Documentation MCP server available (Beta) If you use AI tools to work with Sigma and want to enrich agent behavior or questions with context about officially supported Sigma functionality, the Sigma documentation can now be accessed using the model context protocol (MCP) server at https://help.sigmacomputing.com/mcp .

GA
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API Key Management GA Release

API Key Management is now GA to all customers, regardless of plan. As before, only users with Manager or Admin roles will have access to these pages. A newly added Rotate function allows customers to self-serve legacy API key rotation. Secret Key support remains in closed beta, and its GA release will be announced at a future date.

GA
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More from ModalEvery Modal release →

Modal 1.3.1

- We've improved our experimental support for Python 3.14t (free-threaded Python) inside Modal containers. The container environment will now use the Python implementation of the Protobuf runtime rather than the incompatible upb implementation.

Update
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Modal 1.3.3

- We've added a new modal billing report CLI and promoted the modal.billing.workspace_billing_report API to General Availability for all Team and Enterprise plan workspaces. We've added modal.Queue.from_id() and modal.Dict.from_id() methods to support referencing a Queue or Dict by its object id. Modal's async usage warnings are now enabled by default.

GA
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Modal 1.3.4

- We're introducing "Directory Snapshots": a new beta feature for persisting specific directories past the lifetime of an individual Sandbox. Using the new methods modal.Sandbox.snapshot_directory() and modal.Sandbox.mount_image(), you can capture the state of a directory and then later include it in a different Sandbox: python notest sb =...

Beta
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Modal 1.3.5

- We've added a modal changelog CLI for retrieving changelog entries with a flexible query interface (e.g. modal changelog --since=1.2, modal changelog --since=2025-12-01, modal changelog --newer). We expect that this will be a useful way to surface information about new features to coding agents.

Update
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Modal 1.3.0

Modal now supports Python 3.14. Python 3.14t (the free-threading build) support is currently a work in progress, because we are waiting for dependencies to be updated with free-threaded support. Additionally, Modal no longer supports Python 3.9, which has reached end-of-life.

Update
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Modal 1.2.6

- Fixed bug where iterating on a modal.Sandbox.exec output stream could raise unauthenticated errors.

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Modal 1.2.5

- It is now possible to set a custom name= for a Function without using serialized=True. This can be useful when decorating a function multiple times, e.g. applying multiple Modal configurations to the same implementation. It is now possible to start modal shell with a Modal Image ID (modal shell im-abc123).

Update
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Modal 1.4.0

We've made significant CLI enhancements so that Modal logs can be more accessible to coding agents: The modal app logs and modal container logs commands now have the ability to fetch historical logs using counting (e.g. --tail 1000) or time-based (e.g., --since 4h, --until 2026-03-15, etc.) configuration.

Beta
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