Youtrack - integrate with AI agents

Hi,

I’ve been experimenting with AI-assisted QA/security workflows around YouTrack and built a small open-source project:

youtrack-aitrack — a YAML-driven daemon that reacts to YouTrack issue events and runs AI-agent actions.

The initial use (example) case is:

- when an issue moves to “Ready for testing”
- resolve the related git branch / diff
- run several AI reports (these were useful to my case but I guess can be anything):
     - security / PCI-oriented code change review
     - list of affected pages/screens for UI review
     - manual QA browser testing plan
- write the results back to YouTrack custom fields

It is not intended to replace YouTrack workflows or the new MCP functionality. The goal is more specific: repo-aware automations where the agent needs access to local git context, prompts, CI/release metadata, and then publishes structured output back to YouTrack.

I’d be very interested in feedback from YouTrack users, i.e. does this workflow help resolve any real pain points? The reason I wanted this info to be on YT was other team members wanted to review it, so running this saved me quite a lot of time.

The project is currently beta; the core daemon path works end-to-end against YouTrack Cloud 2026.1, but APIs/YAML schema may still change.

Repo: https://github.com/PanzerLlama/youtrack-aitrack