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一周高强度AI编程的一些思考

  • 2026-01-16 10:25:19
一周高强度AI编程的一些思考
过去一周，我深度使用AI开发一个企业级项目。这意味着从需求、设计到未来扩展与协作的全盘规划，而不仅仅是写个Demo。我的核心体会是：AI接管了“执行”，但彻底强化了“人”在提供上下文和做出关键决策中的核心作用。
有一次，我给的指令比较模糊，结果AI生成的代码与预期相差甚远。那一刻我突然意识到：用好AI，本身是一种能力。我们必须了解它的边界，学会如何与它“共事”。
事实上，越是高阶的程序员，编码在工作中的占比反而越低。需求分析、技术方案、任务拆解、协同推进……这些创造性与决策性工作，才是人真正的壁垒。
AI编程工具会取代程序员吗？未必。但它很容易替代那些只做“纯执行”的初级工程师——因为他们的工作恰好是AI最擅长的部分。
未来的程序员，或许更像一个“指挥官”：代码由AI生成，人负责把握方向、控制风险。但有趣的是，当核心功能关乎项目成败甚至公司生命时，你真的敢完全相信AI写的代码吗？
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  1. CONNECT:[ UseTime:0.001209s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001493s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000710s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000713s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001391s ]
  6. SELECT * FROM `set` [ RunTime:0.000517s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001513s ]
  8. SELECT * FROM `article` WHERE `id` = 462164 LIMIT 1 [ RunTime:0.000994s ]
  9. UPDATE `article` SET `lasttime` = 1770612126 WHERE `id` = 462164 [ RunTime:0.015751s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.003137s ]
  11. SELECT * FROM `article` WHERE `id` < 462164 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001168s ]
  12. SELECT * FROM `article` WHERE `id` > 462164 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.001478s ]
  13. SELECT * FROM `article` WHERE `id` < 462164 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002389s ]
  14. SELECT * FROM `article` WHERE `id` < 462164 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.001702s ]
  15. SELECT * FROM `article` WHERE `id` < 462164 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.004726s ]
0.202509s