Just FYI. Now, the bot is reviewing 4 at a time. The review takes around 1
hour. So sometimes it takes time. I am still monitoring.

On Fri, 23 Oct 2026 at 07:09, Hyukjin Kwon <[email protected]> wrote:

> FYI, I am monitoring and controlling details now. Effort, timeout,
> security stuff.
>
> On Thu, 22 Oct 2026 at 22:51, Dongjoon Hyun <[email protected]> wrote:
>
>> Got it. Thank you!
>>
>> Dongjoon.
>>
>> On 2026/10/22 11:44:04 Hyukjin Kwon wrote:
>> > Just to reduce any surprise, I set another bot to monitor the bot
>> itself.
>> > If it does anything wrong, it halts immediately, and removes/reverts
>> > whatever was wrong.
>> >
>> > For committers, please directly remove the `ai-review-requested` label
>> if
>> > there seems anything wrong. That would make the bot stop too.
>> >
>> > On Thu, 22 Oct 2026 at 20:21, Hyukjin Kwon <[email protected]>
>> wrote:
>> >
>> > > 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
>> > >> > >>>> >
>> > >> > >>>>
>> > >> > >>>>
>> > >> ---------------------------------------------------------------------
>> > >> > >>>> To unsubscribe e-mail: [email protected]
>> > >> > >>>>
>> > >> > >>>>
>> > >> >
>> > >>
>> > >> ---------------------------------------------------------------------
>> > >> To unsubscribe e-mail: [email protected]
>> > >>
>> > >>
>> >
>>
>> ---------------------------------------------------------------------
>> To unsubscribe e-mail: [email protected]
>>
>>

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