I think we should adopt the best industry framework to integrate with the
Development agent.

Thanks,
Prashant Rahulkar.

On Tue, 1 Sept 2026 at 17:10, Ádám Sághy <[email protected]> wrote:

> Hi everyone,
>
>
> My two cents:
>
>
> Since AI is already being used, having rules and a playbook would be
> beneficial to avoid any misunderstandings.
>
>
> Considering its widespread adoption across various fields such as
> development, debugging, testing, brainstorming, and PR reviewing, we don’t
> need to debate whether the Apache or Fineract community wants it. It’s
> already in use, and contributors will continue to use it (*I don’t
> believe there’s a way to prevent it, nor should it be!*). Let’s focus on
> determining appropriate boundaries and its intended use.
>
>
> Disclaimer: I am not up to date with latest “recommendations” of Apache on
> this topic.
>
>
> Regards,
>
> Adam Saghy
>
>
>
> On Sep 1, 2026, at 8:53 AM, Sujan <[email protected]> wrote:
>
> Hi Aman,
>
> +1 to having some clear boundaries around AI-assisted development.
>
> I think there are valid positives and negatives here. AI can definitely
> help with productivity, debugging, and refactoring, but contributors should
> still understand and take ownership of the changes they submit. If PRs
> become mostly AI-generated, it also makes them much harder to review
> effectively.
>
> I think a lightweight, project-specific policy would be a good middle
> ground rather than completely discouraging AI or allowing unrestricted use.
>
> On Tue, 1 Sept, 2026, 11:42 VICTOR MANUEL ROMERO RODRIGUEZ, <
> [email protected]> wrote:
>
>> Aman,
>>
>> Thank you for starting this important topic.
>>
>> *+1 to starting a dedicated discussion and adopting a lightweight,
>> project-specific AI policy.*
>>
>> I support the direction because AI-assisted development is already
>> happening (it is very noticeable this year before the GSOC and  the
>> increasing numbers of PRs submitted and merged) and clear, practical
>> guidelines (for developers and reviewers) will help us benefit from it
>> without creating problems for maintainers or the project’s legal posture.
>> An optional disclosure approach plus a short *AI_POLICY.md* inspired by
>> Apache Fory’s is a sensible starting point. It can be adapted for Apache
>> Fineract rather than copying it wholesale.
>>
>> To address the concerns raised earlier (including those from Aleks) I
>> think is good to stay aligned with the ASF Generative Tooling Guidance
>> https://www.apache.org/legal/generative-tooling.html
>>
>> Best regards
>>
>> Victor Romero
>>
>>
>>
>> El lun, 31 ago 2026 a las 23:44, Aman Mittal (<
>> [email protected]>) escribió:
>>
>>> Hi everyone,
>>>
>>> I want to revive the discussion based on
>>> https://lists.apache.org/thread/xxoqt3jn8trhwo1lnxjy46r1dkolfg1h
>>>
>>> and Concerns raised by Aleks in
>>> https://lists.apache.org/thread/oq25gyjsx0wry4jf58odds9z92pfx6bj
>>>
>>> Regarding the usage and guidelines of AI, I think we need to discuss
>>> AI-assisted development a bit more, so I'm creating this dedicated thread
>>> on the dev list.
>>>
>>> As per my understanding, using AI is fine if contributors understand
>>> their work and can explain their reasoning for each line.
>>>
>>> So, I'm thinking we can start with an optional disclosure policy on
>>> that.
>>> I think we can add a AI_POLICY.md for each repo. One policy we can take
>>> inspiration from is
>>> https://github.com/apache/fory/blob/main/AI_POLICY.md
>>> While we do not need to copy it entirely, we can take inspiration from
>>> it and modify it for FINERACT and all the repos based on community feedback.
>>>
>>> I suggest that it should include Commonly used AI setups that
>>> contributors did not declare in an AI usage disclosure.
>>>
>>> What does the community think about this?
>>>
>>> Regards
>>> Aman
>>>
>>>
>

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