On 02/06/2026 18:55, Bruno Haible via Gnulib discussion list wrote:
Hi,

Anyone out here who is familiar with LLMs (or wants to get familiar with
LLMs): How about using it not for coding, but for checking commits that
went into gnulib master?

Since 2026-01-01, at least 17 gnulib commits contained regressions, that
had to be fixed subsequently. We often detect regressions by code review
or by a CI run. The problems:
   - Not all commits gets reviewed from a different developer than the
     committer. (Like many free software projects, Gnulib lacks good reviewers.)
   - The CI runs possibly a week later. (We can't increase the frequency,
     because some CI runs fail due to network problems or other noise,
     and this noise needs to be filtered out.)

As a complement to these QA techniques, Paul Eggert suggests to use an
LLM to analyze the commits that have been pushed into gnulib master.

This should be promising, because I read recently that LLMs outperform
all classical static analysis tools, when it comes to analyzing source code.

I can't do this myself, because I'm already quite loaded with the existing
QA techniques and with my work on other GNU packages.

Therefore, if you volunteer, please step up!

For reference, I see the kernel lists have:https://sashiko.dev/

which is based on Chris Mason's prompts discussed at:
https://lwn.net/Articles/1041694/

It would be cool if it supported other high profile lists like gnulib etc.

cheers,
Padraig


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