Thanks Yang for driving this FIP. > Dimension 1 (Development)
I'm wondering if there's a way to synchronize FIP designs to markdown documents in the repository in real-time? I think having this context readily available in the repo would be very helpful for AI agents to assist with code development. > Dimension 2 (Product) By the way, I'd love to participate in the design discussions for the REST API and CLI. If that sounds okay, I can start a discussion on the REST API and put together a FIP later. Best regards, Junbo Wang > 2026年3月19日 16:24，Mehul Batra <[email protected]> 写道： > > + 1 > Great effort Vaibhav and Yang > > On Thu, Mar 19, 2026 at 1:21 PM Forward Xu <[email protected]> wrote: > >> +1 for this great initiative! >> >> I fully agree that Apache projects should proactively embrace AI-generated >> contributions and build a healthy ecosystem for AI agents. It's crucial to >> not >> only document best practices (like AGENT.md) but also optimize our tooling >> (CLIs, Skills, etc.) to make Fluss more AI-agent-friendly from the ground >> up. >> Looking forward to seeing more concrete proposals and moving this >> discussion >> forward. >> >> Best regards, >> Forward >> >> Yang Wang <[email protected]> 于2026年3月19日周四 12:02写道： >> >>> 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 >>>>>>> >>>>> >>>> >>> >>
