The AI Record
We built an automated AI code review GitHub Action in a single day, and we reverted it before the day was over. The idea was simple: someone comments a trigger phrase on a pull request, and a workflow runs our deepest review and posts the result. It took seven small pull requests to get that far, and one revert pull request to undo them.

TradersPostPublished by the organization itself (post), no named author

Post: The AI Review Bot We Reverted, TradersPost blog, October 13, 2026, at Introduction.

Checked against the source [ Grade B ] Said in the last year

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How this was checked

Checked against the source by a first reader, then confirmed independently by a second reader who fetched the source without seeing the first reader's notes (Independent review agent (Claude Sonnet), blind second pass from passage text and citation only, no repository access, 2026-11-05).

The passage matches the page text exactly after tag stripping.

How to cite this passage

TradersPost, “The AI Review Bot We Reverted”, TradersPost blog, 2026-10-13, at Introduction. https://blog.traderspost.io/article/the-ai-review-bot-we-built-and-reverted Archived at https://the-ai-record.com/passages/traderspost-built-ai-code-review-action-single-day-2026

More from the same source

The builder verifies with targeted checks and runs a quick self-review. CI runs the deterministic harness. The deep review runs on request in an independent session, with the verdict returned to whoever asked. The author's watch loop handles threads and formal re-requests. Humans own the required approvals, and bot or agent verdicts do not satisfy them.

TradersPostPublished by the organization itself (post), no named author

Post: The AI Review Bot We Reverted, TradersPost blog, October 13, 2026, at What we do instead today.

Checked against the source [ Grade B ] Said in the last year Passage page

Nobody wrote a postmortem. We did not collect a table of review comments the bot produced, measure their precision, or compare cost against the existing session-based review. So we cannot tell you the bot failed because of noise, or cost, or authentication friction, or a change of mind about where review should live.

TradersPostPublished by the organization itself (post), no named author

Post: The AI Review Bot We Reverted, TradersPost blog, October 13, 2026, at What we do not know.

Checked against the source [ Grade B ] Said in the last year Passage page

A review bot that posts on every pull request can waste more attention than it saves. Humans have to read the comments, decide which are right, and resolve threads. A reviewer who has learned that the bot is often wrong learns to skim, and then skims the good findings too.

TradersPostPublished by the organization itself (post), no named author

Post: The AI Review Bot We Reverted, TradersPost blog, October 13, 2026, at A noisy bot costs attention.

Checked against the source [ Grade B ] Said in the last year Passage page

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