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Proactive monitoring

Early access preview

This feature is in preview phase and is available in Dagster+ in limited early access. Functionality and APIs may change as we continue development. To get early access to this feature, reach out to your Dagster account team. For more information, see the API lifecycle stages documentation.

Dagster+ AI scans your deployments for failure patterns and creates Issues to summarize problems, identify root causes, and suggest solutions for you to review. For more information, see Issues.

Reviewing auto-created Issues​

Issues appear in the Triage section of the Issues list. Review each Issue and either promote it to Open to track actively, or set it to Canceled to dismiss.

Resolving Issues​

Once you've reviewed an Issue, you can resolve it by:

  • Dispatch an AI agent to create a fix as a pull request. For more information, see Auto-implement with AI.
  • Invoke the dagster-expert skill from an agent session in your codebase to analyze the root cause and develop a solution. For more information, see the dagster-expert skill.

Coming soon​

  • Custom prompts: Guide the AI agent's analysis and triage decisions with context specific to your team
  • Automated actions: Configure the AI agent to take additional actions beyond triage, such as preparing a fix through auto-implement or retrying a run
  • Issue metadata rules: Set priority, assignees, or other metadata on automatically created Issues
  • Issue notifications: Receive alerts about newly created Issues