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]
> >>>>
> >>>>
> 

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