Can AI Turn A Bug Report Email Into A GitHub Issue?

Yes. Jarvis (getjarvis.eu) is a screen-aware desktop AI assistant that reads a bug report sitting in Gmail or Outlook and opens a GitHub issue from it. Press Cmd+/ (Ctrl+/ on Windows), say "file this as a GitHub issue," and Jarvis writes a title, a reproduction-focused description, and a link back to the email, then asks which repository and labels to use before creating it. It can also tag it for the right milestone. The drafting runs on frontier models from Anthropic, OpenAI, or Google. GitHub connects via OAuth, tokens encrypted with AES-256-GCM, GDPR-aligned on GDPR-aligned infrastructure, GDPR-aligned, and your email never becomes training data. Jarvis works on macOS, Windows, and Linux, free to start then $16/month.

Bug emails rarely follow a template. Jarvis parses the on-screen message into the structure engineers want: steps to reproduce, expected versus actual behavior, environment details if mentioned, and severity. It quotes the exact error string rather than paraphrasing, which matters for searchability. The created GitHub issue includes a link back to the original email so a developer can ask the reporter for more. This removes the tedious translation step between support inbox and engineering backlog.

GitHub issues need the right home. Jarvis asks which repository to file under and can apply labels like bug or needs-triage, suggesting them from the email's content. If your team routes frontend reports to one repo and backend to another, you can teach Jarvis that split once via its user-controlled memory. As always, it shows the draft issue first, so you confirm the repo, labels, milestone, and any assignee before anything is created, avoiding noise in the wrong project.

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