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jevVIDEO

用 Jev 给 ChatGPT 修 bug 循环加两道闸门

作者把 Jev 放在 ChatGPT 前面做分类与准入判断,只让证据充分、值得处理的 bug 报告进入修复流程。

kozh ./
@mr_kozh23 天前收录原推发布于 2026.10.09
kozh ./ @mr_kozh原推发布于 2026.10.09
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YOUR CHATGPT AGENT SHOULD NOT WAKE UP FOR THE SAME UNCHANGED BUG. most coding loops send every report straight to the model. even when the issue hasn’t changed. even when another run already claimed it. even when the last attempt failed for the same reason. put two gates in front of ChatGPT: 01 / CODE same issue, same version → skip. new evidence → continue. 02 / JEV ask it to classify the new report and check whether it includes steps, the failure and expected behavior. uncertain answer → review. 03 / CHATGPT take the eligible case, reproduce the bug, make a focused fix, run checks and return the diff. Jev chooses which case deserves attention. ChatGPT still has to prove the bug exists and show that the fix works. a route is not evidence. that’s the loop I mapped out below ↓

这条是引用着另一条写的:x.com/mr_kozh/status/2103131220884529370

x.com/mr_kozh/status/2108255604393336871采集于 2026.10.09 11:21