Software company that automates trade execution from strategy signals and publishes engineering notes on running AI agents on its production codebase.
“ 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.” TradersPost Published 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 .
[ Grade B ] Said in the last year Passage page
“ 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.” TradersPost Published by the organization itself (post), no named author
Post: The AI Review Bot We Reverted , TradersPost blog , October 13, 2026, at Introduction .
[ Grade B ] Said in the last year Passage page
“ Checks that return pass or fail belong in CI, where they are cheap and repeatable. Model judgment is reserved for what a gate cannot decide.” TradersPost Published by the organization itself (post), no named author
Post: The AI Review Bot We Reverted , TradersPost blog , October 13, 2026, at Deterministic gates first .
[ 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.” TradersPost Published 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 .
[ 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.” TradersPost Published 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 .
[ Grade B ] Said in the last year Passage page
“ The time went into three plumbing problems: what the action accepts as inputs, which permissions the job needs, and how the job authenticates to the model provider.” TradersPost Published by the organization itself (post), no named author
Post: The AI Review Bot We Reverted , TradersPost blog , October 13, 2026, at Seven pull requests in one day .
[ Grade B ] Said in the last year Passage page
TradersPostPublished by the organization itself (post), no named author