I do not have my one but here there are few examples from oher Apache
projects:
https://github.com/apache/camel/blob/main/AGENTS.md
https://github.com/apache/ignite-3/blob/main/CLAUDE.md
https://github.com/apache/superset/blob/master/superset/mcp_service/CLAUDE.md


On Tue, 17 Feb 2026 at 23:22, Jon Haddad <[email protected]> wrote:

> I think a few folks are already using CLAUDE.md files in their repo and
> they're just not committing them.
>
> Anyone want to share what's already done?  I'm happy to help share what I
> know about the agentic side of things, but since I don't do much in the way
> of patching C* it would be a lot of guessing.
>
> If I'm wrong and nobody shares one, I'll take a stab at it.
>
>
>
> On Tue, Feb 17, 2026 at 3:08 PM Štefan Miklošovič <[email protected]>
> wrote:
>
>> Great feedback everybody! Really appreciate it!
>>
>> Reading what Jon posted ... Jon, I think you are the most experienced
>> in this based on what you wrote. Would you mind doing some POC here
>> for Cassandra repo? For the trunk it is enough ... Something we might
>> build further on. I think we need to build the foundations of that and
>> put some structure into it and all things considered I think you are
>> best for the job here.
>>
>> If the basics are there we can play with it more before merging, this
>> is not something which needs to be done "tomorrow", we can collaborate
>> on something together for some time and add things into it as patches
>> come. I think it takes some time to "tune" it.
>>
>> Everybody else feel free to help! My experience in this space is
>> limited, I think there are people who are using it more often than me
>> for sure.
>>
>> Regards
>>
>> On Wed, Feb 18, 2026 at 12:59 AM Joel Shepherd <[email protected]>
>> wrote:
>> >
>> > There's been some momentum building for AGENTS.md files, both on the
>> > project and on the agent side:
>> >
>> >      https://agents.md/
>> >
>> > Same idea and benefits, but it might help to align folks on a "standard"
>> > that will work well across agents.
>> >
>> > I also think that more and better code documentation can be very
>> > beneficial when using agents to help with working out implementation
>> > details. I spent a bunch of time in January writing an introduction to
>> > Apache Ratis (Raft as a library:
>> >
>> https://github.com/apache/ratis/blob/master/ratis-docs/src/site/markdown/index.md
>> ).
>> > The code itself is pretty well-documented but it was hard for me to
>> > build a mental model of how to integrate with. AI was very effective in
>> > taking the granular in-code documentation and synthesizing an overview
>> > from it. Going the other way, the in-code documentation has made it
>> > possible for me to deep dive the Ratis code to root cause bugs, etc.
>> > Agents can get a lot out of good class- and method-level documentation.
>> >
>> > -- Joel.
>> >
>> > On 2/16/2026 8:03 PM, Bernardo Botella wrote:
>> > > CAUTION: This email originated from outside of the organization. Do
>> not click links or open attachments unless you can confirm the sender and
>> know the content is safe.
>> > >
>> > >
>> > >
>> > > Thanks for bringing this up Stefan!!
>> > >
>> > > A really interesting topic indeed.
>> > >
>> > >
>> > > I’ve also heard ideas around even having Claude.md type of files that
>> help LLMs understand the code base without having to do a full scan every
>> time.
>> > >
>> > > So, all and all, putting together something that we as a community
>> think that describe good practices + repository information not only for
>> the main Cassandra repository, but also for its subprojects, will
>> definitely help contributors adhere to standards and us reviewers to ensure
>> that some steps at least will have been considered.
>> > >
>> > > Things like:
>> > > - Repository structure. What every folder is
>> > > - Tests suits and how they work and run
>> > > - Git commits standards
>> > > - Specific project lint rules (like braces in new lines!)
>> > > - Preferred wording style for patches/documentation
>> > >
>> > > Committed to the projects, and accesible to LLMs, sound like really
>> useful context for those type of contributions (that are going to keep
>> happening regardless).
>> > >
>> > > So curious to read what others think.
>> > > Bernardo
>> > >
>> > > PD. Totally agree that this should change nothing of the quality bar
>> for code reviews and merged code
>> > >
>> > >> On Feb 16, 2026, at 6:27 PM, Štefan Miklošovič <
>> [email protected]> wrote:
>> > >>
>> > >> Hey,
>> > >>
>> > >> This happened recently in kernel space. (1), (2).
>> > >>
>> > >> What that is doing, as I understand it, is that you can point LLM to
>> > >> these resources and then it would be more capable when reviewing
>> > >> patches or even writing them. It is kind of a guide / context
>> provided
>> > >> to AI prompt.
>> > >>
>> > >> I can imagine we would just compile something similar, merge it to
>> the
>> > >> repo, then if somebody is prompting it then they would have an easier
>> > >> job etc etc, less error prone ... adhered to code style etc ...
>> > >>
>> > >> This might look like a controversial topic but I think we need to
>> > >> discuss this. The usage of AI is just more and more frequent. From
>> > >> Cassandra's perspective there is just this (3) but I do not think we
>> > >> reached any conclusions there (please correct me if I am wrong where
>> > >> we are at with AI generated patches).
>> > >>
>> > >> This is becoming an elephant in the room, I am noticing that some
>> > >> patches for Cassandra were prompted by AI completely. I think it
>> would
>> > >> be way better if we make it easy for everybody contributing like
>> that.
>> > >>
>> > >> This does not mean that we, as committers, would believe what AI
>> > >> generated blindlessly. Not at all. It would still need to go over the
>> > >> formal review as anything else. But acting like this is not happening
>> > >> and people are just not going to use AI when trying to contribute is
>> > >> not right. We should embrace it in some form ...
>> > >>
>> > >> 1) https://github.com/masoncl/review-prompts
>> > >> 2)
>> https://lore.kernel.org/lkml/[email protected]/
>> > >> 3) https://lists.apache.org/thread/j90jn83oz9gy88g08yzv3rgyy0vdqrv7
>>
>

-- 
Dmitry Konstantinov

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