Thanks Aleks, I think this is the ASF legal guidance at the moment - 
https://apache.org/legal/generative-tooling.html

On 2026/07/08 21:25:03 Francisco Guerrero wrote:
> No concerns from my end as long as the patches are
> small and self-contained. I can also volunteer to review
> some of the patches.
> 
> Best,
> - Francisco
> 
> On 2026/07/08 21:22:43 Patrick McFadin wrote:
> > And sidebar. I've been looking at RoaringBitmap, and besides a really
> > awesome name, pretty impressive stuff there.
> > 
> > On Wed, Jul 8, 2026 at 1:13 PM Alex Petrov <[email protected]> wrote:
> > 
> > > Good point!
> > >
> > > From what I understand even though there’s “loop” in the name it has
> > > preceded a current wave of agentic looping. In other words, they use same
> > > methodology one would when searching for performance improvements:
> > > measurement profiling hypothesis etc., and then go through multiple
> > > evaluation stages.
> > >
> > > Contributions are not coming with any conditions: agent just posts a
> > > patch, and all associated documentation and hypothesis is freely 
> > > available.
> > >
> > > From what I understand, mentioning that X has found an issue in an open
> > > source project is ok (similar to how a researcher can claim a found 
> > > issue);
> > > that of course can’t imply that Cassandra logo can be used in vendor
> > > materials. Thank you for pointing that out.
> > >
> > > On Wed, Jul 8, 2026, at 9:55 PM, C. Scott Andreas wrote:
> > >
> > > I’m supportive and not aware of any blockers.
> > >
> > > One consideration on approach: David has done some experimentation with
> > > loop-based optimization. His work demonstrates a lot of promise, but with 
> > > a
> > > caveat that as the loop approaches optimality the complexity of the patch
> > > can increase at a rate that outpaces its value. I’d be curious how this
> > > approach handles that tradeoff.
> > >
> > > And one for the project: if use of the software creates any obligation for
> > > Apache Cassandra such as referenceability in the vendor’s press materials
> > > etc., that would need to be discussed and voted on by the PMC prior to
> > > creating any such obligation.
> > >
> > > —
> > > Mobile
> > >
> > > On Jul 8, 2026, at 5:59 AM, Alex Petrov <[email protected]> wrote:
> > >
> > > 
> > > Hey folks,
> > >
> > > A friend of mine is building Perfloop [1]; the way they describe it,
> > > "closed loop performance engineering". They already have several upstream
> > > OSS merges, including two in parquet-go [2] and one in
> > > RoaringBitmap/roaring [3], all benchmark-verified.
> > >
> > > I was curious if they can find anything in Cassandra, so asked them to try
> > > it against our repo, and they've found a bunch of performance 
> > > improvements,
> > > many of which seem to be quite easy to review and verify. All of them come
> > > with a finding, benchmark, a patch, and verification of an improvement,
> > > which is pretty useful for a reviewer.
> > >
> > > I've looked over the issues, and will be reviewing and committing some of
> > > them. Is there anything that prevents us from committing the patches that
> > > were fully LLM-authored, assuming contents are solid?
> > >
> > > --Alex
> > >
> > > [1] https://perfloop.ai/
> > > [2] https://github.com/parquet-go/parquet-go/pull/550
> > > [3] https://github.com/RoaringBitmap/roaring/pull/532
> > >
> > >
> > >
> > 
> 

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