Data and AI releases

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Set Astro AI spend limits for users and API tokens

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You can now set a monthly Astro AI spend limit for each user and each API token in your Organization, in addition to the Organization total spend limit: The Per-User spend limit and the Per-API Token spend limit apply to every user and API token that doesn't have a limit of its own.

Developer tools

Read on astronomer.io

Also shipped Nov 12, 2026Astronomer in November 2026 →

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Automate work with Otto Routines

Otto Routines run Otto unattended when a Dag fails or on a schedule, and send the result to your email and Slack notification channels. You can write your own instructions or start from one of the managed Routines that Astronomer maintains: Investigate Dag failures and Daily ops report . To create a Routine, go to Build > Routines in the Astro UI.

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Roll back one bundle to an earlier version

Each bundle on a Deployment now records a version history, and you can roll one bundle back to a version in that history. Your project image, your Astro Runtime version, and every other bundle stay as they are. Previously, the only way to undo a change to one bundle was to roll back the whole Deployment.

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