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SurveyJS
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Python is trickier because of the lack of strong typing support by default in Python. So we're left with projects using strict mypy or with very extensive test suites for validation.
It's possible, just probably not the next language to tackle. If you'd like Python support though, you can upvote this github issue: https://github.com/xeol-io/bumpgen/issues/61
- validate the fixes with a rebuild
We also built our own benchmark suite (https://github.com/xeol-io/swe-bump-bench) to test bumpgen’s accuracy. It is a set of repos with human commits for version bumps. We would run bumpgen on the prior commit then compare bumpgen’s PR to that of the human commit to determine success. Our latest benchmark sits around ~50% accuracy.
Up next we want to better address challenge [2] by building embeddings for different dependency versions to give the LLM more context on the changes across versions. After that we will be releasing a GitHub app with some qol features such as configuring update cadences, etc before moving onto C# and Golang support.
We covered a lot of our architecture and thought process for bumpgen, we would love to hear your thoughts and feedback in the comments!