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We have the same problem, and I came up with this:

https://sscarduzio.github.io/pr-war-stories/

Basically it’s distilling knowledge from pr reviews back into Bugbot fine tuning and CLAUDE.md

So the automatic review catches more, and code assistant produces more aligned code.

This is really cool and we definitely have this problem as well. I really like the flowchart deciding on where to put each learning. Will have to try it out!

Do you find that this list of learnings that end up BUGBOT.md or LESSONS.md ever gets too long? Or does it do a good job of deduplicating redundant learnings?

Thanks! We have ~1000PRs/year. Seniors are way less than juniors and a lot of knowledge is transferred via pr messages.

The deduplication and generalisation steps really help, and the extra bugbot context ends up in just about 2000 tok.

Global LESSONS.md has less than 20 “pearls” with brief examples

Nice! Will try it out

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