Use case

Automate away your backlog

Give your developers more time for the ideas that set you apart. Thaumaton can turn eligible work from a configured work source into proposed code changes for your team.

When this works well

  • The task has a clear issue description and acceptance criteria.
  • Code changes land in a repo with controlled permissions and a known branch model.
  • Review steps, labels, or approval checks are part of the delivery workflow.

Example

A team captures a scoped backlog task through its configured work source. The AI agent plans the work and returns a reviewable code change, with repository permissions and approval controls still visible to the team. See current provider availability.

Move at your team's pace

Keep manual review or opt into CI-gated auto-merge for qualifying changes; production deployment stays a separate decision. Work can pause for missing context, blocked permissions, or a review decision, and your team can see where it stopped.

Discuss your workflow