I strongly agree — this discussion has opened up an excellent topic. In
addition, I believe that for FLUSS to embrace the AI ecosystem could be a
highly systematic effort. I’ve initiated an FIP proposal:
https://cwiki.apache.org/confluence/display/FLUSS/FIP-34%3A+Making+Fluss+an+AI-Native+Project,
which explores various aspects of making Fluss AI-Native. Everyone is also
very welcome to join the discussion and share feedback in this discussion
thread: https://lists.apache.org/thread/xm35s36fsqt8dyhbkkvq05nwm7l48rp2.

Junbo Wang <[email protected]> 于2026年3月19日周四 11:33写道:

> +1 for this.
>
> Beyond AGENT.md, I believe we could prioritize making Fluss natively
> AI-agent-ready. Investing in CLI and Skills designed for AI agents
> will be increasingly important — it enables Fluss to be operated and
> consumed programmatically by agents, not just humans. A well-prepared
> CLI for agents will likely gain more traction in the coming year.
>
>
> Best regards,
> Junbo Wang
>
>
> Jark Wu <[email protected]> 于2026年3月19日周四 11:17写道:
>
> > +1 for this.
> >
> > I believe we must proactively embrace AI agents. Beyond simply adding
> > AGENT.md and similar tools to support AI development, we should also
> > support Fluss CLIs and Skills to ensure our ecosystem is fully
> > optimized for AI agent interaction.
> >
> >
> > Best,
> > Jark
> >
> > On Thu, 19 Mar 2026 at 02:32, Giannis Polyzos <[email protected]>
> > wrote:
> > >
> > > Hi Vaibhav,
> > > Thank you for initiating this discussion.
> > >
> > > +1 for this, we already had similar discussions on this topic offline.
> > >
> > > So it will be great to introduce something similar and some guidelines.
> > >
> > > Let’s see what we can do here.
> > >
> > > Best,
> > > Giannis
> > >
> > > On Wed, 18 Mar 2026 at 6:29 PM, Vaibhav Kumar <[email protected]>
> > > wrote:
> > >
> > > > Hi everyone,
> > > >
> > > > I wanted to start a discussion on a growing challenge across Apache
> > > > projects: AI-generated contributions.
> > > >
> > > > Other communities are already seeing increased maintainer burden from
> > PRs
> > > > that require significant effort but add limited value. Some projects
> > (e.g.,
> > > > Iceberg, Flink) have started addressing this with files like AGENT.md
> > to
> > > > better guide contributors and AI tools.
> > > >
> > > > Since Fluss is still in incubation, this could be a good opportunity
> > to be
> > > > proactive and put some lightweight guardrails in place early.
> > > >
> > > > Some initial ideas:
> > > >
> > > >    - Introducing an AGENT.md (similar to Iceberg/Flink) to guide
> > > >    AI-assisted contributions
> > > >
> > > > This isn’t about discouraging AI usage, but about maintaining quality
> > as
> > > > the project grows.
> > > >
> > > > What do others think?
> > > >
> > > > Worth addressing now during incubation?
> > > >
> > > > Regards,
> > > > Vaibhav
> > > >
> >
>

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