Ok .. I managed to enable the bots. Please try `ai-review-requested` label
out (only commiters can do). and please let me know if there are anything
suspicious or not working well 👍

On Tue, 20 Oct 2026 at 08:31, Dongjoon Hyun <[email protected]> wrote:

> Thank you so much for keeping working and sharing the status, Hyukjin.
>
> Dongjoon.
>
> On 2026/10/19 21:50:36 Hyukjin Kwon wrote:
> > update: I am still struggling / testing. `ai-review-requested` label does
> > not work for now.
> >
> > On Fri, 16 Oct 2026 at 07:05, Hyukjin Kwon <[email protected]> wrote:
> >
> > > headsup. I will stop the bot today. Will likely introduce
> > > `ai-review-requested` label (only committers can set) to trigger the
> review
> > > most likely today for testing it out, see
> > > https://github.com/apache/spark/pull/59502
> > >
> > > On Mon, 12 Oct 2026 at 08:14, Hyukjin Kwon <[email protected]>
> wrote:
> > >
> > >> Another quick heads up.
> > >>
> > >>    - I am basically stopping (or rather not posting) the reviews when
> > >>    there are no findings.
> > >>    - If there are updates from the author, the review will be
> triggered.
> > >>    To minimize the cost, I am not setting the effort as max but
> rather trigger
> > >>    multiple times whenever the author pushes a newer commit.
> > >>    - I am looking especially through P3 review comments or not. Please
> > >>    let me know if you guys are getting too many P3 nits, and if that
> bugs you.
> > >>
> > >>
> > >>
> > >> On Thu, 8 Oct 2026 at 10:54, Hyukjin Kwon <[email protected]>
> wrote:
> > >>
> > >>> Just quick headup, I am having some trouble with automation right
> now. I
> > >>> would need to test/run manually so it would be triggered like
> everyday for
> > >>> now.
> > >>>
> > >>> On Sat, 3 Oct 2026 at 01:53, Dongjoon Hyun <[email protected]>
> wrote:
> > >>>
> > >>>> +1
> > >>>>
> > >>>> Thanks, Hyukjin.
> > >>>>
> > >>>> Could we introduce a few safeguards for the new review bot?
> > >>>>
> > >>>> Specifically:
> > >>>> - A GitHub label to opt out or disable the bot per PR.
> > >>>> - Protections against excessive ASF Jira API calls.
> > >>>>
> > >>>> This would prevent the bot from being blocked/banned by ASF Jira
> > >>>> and allow reviews to proceed even if Jira is down. It also helps
> > >>>> manage worst-case scenarios where the bot leaves repetitive or
> > >>>> unhelpful nitpicks.
> > >>>>
> > >>>> Best,
> > >>>> Dongjoon
> > >>>>
> > >>>> On 2026-10-01 21:58 UTC Hyukjin Kwon wrote:
> > >>>> > Hi all,
> > >>>> >
> > >>>> > I've been running a trial of automated AI code review on new
> > >>>> apache/spark
> > >>>> > PRs, and I'd like to share how it works and get your feedback.
> > >>>> >
> > >>>> > For now the reviews are posted from my own GitHub account
> > >>>> (@HyukjinKwon)
> > >>>> > while I check that it behaves well. Once it's proven, I plan to
> move
> > >>>> it to
> > >>>> > the https://github.com/spark-test account, so the reviews are
> clearly
> > >>>> > separate from my personal ones. I plan to run this for the next
> week.
> > >>>> >
> > >>>> > *What it does*
> > >>>> >
> > >>>> > Each review is a full, multi-pass review of the PR diff, run by
> Claude
> > >>>> > (via Claude Code). Findings are checked against the code before
> > >>>> they're
> > >>>> > posted. They're posted as a normal GitHub review: a short summary
> plus
> > >>>> > inline comments, each labeled with a severity, e.g. "Non-blocking
> > >>>> (P2)"
> > >>>> > or "Nit (P3)". Example:
> > >>>> >
> > >>>>
> https://github.com/apache/spark/pull/59184#pullrequestreview-5379759787
> > >>>> >
> > >>>> > *No LGTM, no approvals*
> > >>>> >
> > >>>> > - It never approves a PR and never posts "LGTM". Every review is a
> > >>>> plain
> > >>>> >   "Comment" review, so it doesn't count as an approval or a change
> > >>>> >   request, and it has no effect on merging.
> > >>>> > - If a review finds nothing new, it posts nothing at all: no "no
> > >>>> >   findings" or "all comments addressed" message.
> > >>>> > - It doesn't push commits or edit anyone's PR.
> > >>>> > - Human review and committer judgement are unchanged. Please
> treat its
> > >>>> >   comments like any other reviewer's: feel free to push back or
> > >>>> ignore.
> > >>>> >
> > >>>> > *When a review is triggered*
> > >>>> >
> > >>>> > - A new PR is reviewed shortly after it's opened. Draft PRs are
> > >>>> reviewed
> > >>>> >   once they're marked ready for review.
> > >>>> > - After a review posts findings, the bot waits. It reviews again
> only
> > >>>> >   when the author pushes new commits.
> > >>>> > - It also waits while a PR has open review comments from anyone
> that
> > >>>> are
> > >>>> >   newer than the latest commit, so it doesn't pile on while the
> > >>>> author is
> > >>>> >   still responding to reviewers.
> > >>>> > - Replying in a thread without pushing doesn't trigger a
> re-review.
> > >>>> >
> > >>>> > *When it stops*
> > >>>> >
> > >>>> > - When a review finds nothing new. The PR gets a fresh review if
> the
> > >>>> >   author pushes again later.
> > >>>> > - When the PR is merged or closed.
> > >>>> >
> > >>>> > *Early numbers*
> > >>>> >
> > >>>> > Over the first ~12 hours (Oct 1), it covered 10 PRs, including 5
> > >>>> > re-reviews after the author pushed. It posted 7 reviews with 14
> > >>>> findings
> > >>>> > in total, mostly P3 nits. Four PRs came back clean and got no
> comment.
> > >>>> > Several authors pushed fixes, and the follow-up reviews found
> nothing
> > >>>> > new.
> > >>>> >
> > >>>> > *Feedback*
> > >>>> >
> > >>>> > Please let me know if the comments are useful, noisy, or wrong,
> either
> > >>>> > here or on the PR. If you'd rather it not review your PRs, tell
> me and
> > >>>> > I'll exclude them. I'm also happy to adjust when it triggers
> based on
> > >>>> > what the community prefers.
> > >>>> >
> > >>>> > Thanks,
> > >>>> > Hyukjin
> > >>>> >
> > >>>>
> > >>>>
> ---------------------------------------------------------------------
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> > >>>>
> > >>>>
> >
>
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