These guidelines seem to leave some of the specifics up to individual
projects. I think we should agree on some clearer guidelines for
contributors, and post it on our wiki
<https://cwiki.apache.org/confluence/display/IMPALA/Contributing+to+Impala>.

I do have GitHub Copilot enabled, and my rule-of-thumb is if I do more than
accept small auto-complete suggestions (not much different to what
pre-generative tooling produced) that I can immediately understand, I add
"Generated-by: GitHub Copilot (<model>)" to the commit message, like in
apache/impala#ac1c11dd
<https://github.com/apache/impala/commit/ac1c11dd8256e8a81e138f43663de06610441d41>
or apache/impala#c0b3580
<https://github.com/apache/impala/commit/c0b35807543f96cb382240717ab552d17f6f78a6>
.

On Mon, Dec 15, 2025 at 4:39 AM Zoltán Borók-Nagy <[email protected]>
wrote:

> Dear Contributors,
>
> With AI tools getting more popular these days, please take some time to
> read the ASF Generative Tooling Guidance:
> https://www.apache.org/legal/generative-tooling.html
>
> Kind regards,
>     Zoltan Borok-Nagy
>

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