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AI开始拼“少犯错”,不是拼“写得快”

当前时间： 2026-08-01 15:07:18 分类：办公文件 评论(0)
AI开始拼“少犯错”,不是拼“写得快”

AI开始拼“少犯错”，不是拼“写得快”

AI Coding 最烦的，往往不是它不会写，而是它没问清楚就开写：一个小需求，顺手改了半个项目；修一个 bug，最后没跑测试就说完成。Superpowers 是给 Coding Agent 加的一套开发流程：先澄清、再设计、再计划，出问题先复现，交付前要验证。最新 v6.1.1 还继续修了 Codex 适配。它不让 Codex 更聪明，但能让它在复杂任务里少一点“自作主张”。

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  1. 请求信息 : 2026-08-08 14:54:03 HTTP/1.1 GET : https://www.yeyulingfeng.com/a/878824.html
  2. 运行时间 : 0.113883s [ 吞吐率：8.78req/s ] 内存消耗：4,937.90kb 文件加载：145
  3. 缓存信息 : 0 reads,0 writes
  4. 会话信息 : SESSION_ID=8fd2803b0ab48dab3b9f65f1eb39b15e
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  144. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/runtime/temp/c935550e3e8a3a4c27dd94e439343fdf.php ( 31.50 KB )
  145. /yingpanguazai/ssd/ssd1/www/wwww.yeyulingfeng.com/vendor/topthink/think-trace/src/Html.php ( 4.42 KB )
  1. CONNECT:[ UseTime:0.000594s ] mysql:host=127.0.0.1;port=3306;dbname=wenku;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000818s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000303s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000275s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000446s ]
  6. SELECT * FROM `set` [ RunTime:0.000198s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000562s ]
  8. SELECT * FROM `article` WHERE `id` = 878824 LIMIT 1 [ RunTime:0.000435s ]
  9. UPDATE `article` SET `lasttime` = 1786172044 WHERE `id` = 878824 [ RunTime:0.003283s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000270s ]
  11. SELECT * FROM `article` WHERE `id` < 878824 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.000427s ]
  12. SELECT * FROM `article` WHERE `id` > 878824 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.003152s ]
  13. SELECT * FROM `article` WHERE `id` < 878824 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002084s ]
  14. SELECT * FROM `article` WHERE `id` < 878824 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.005543s ]
  15. SELECT * FROM `article` WHERE `id` < 878824 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.005910s ]
0.115469s