AI powered draft MR's from issues

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When an issue is created, developers already use resources like documentation, existing code, code comments, and community guidelines to formulate an implementation proposal for a possible solution. We could have an AI do the same.

All the data in a repository:

  • existing code base with comments
  • Issues and related merge request
  • Documentation from within the repo and outside. (Usually, inline comments of dependencies are really comprehensive in what the code does)
  • Repo's wiki

Could be used to train a model specialized to pick up data from Gitlab repos that would generate these proposals with a comment danger-bot style or generate an MR. Kind of like Gitlab Duo but with a deeper understanding of what needs to be achieved, and what has been done or could be done to achieve it.

Edited Jun 19, 2025 by 🤖 GitLab Bot 🤖
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