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AI编程,你在哪一层?

  • 2026-01-31 19:10:04
AI编程,你在哪一层?

如果你已经在使用 AI 写代码,其实可以先做一件很重要的事:确认自己站在什么位置。因为 AI 辅助编程并不是一个“开或不开”的开关,而是一条明显的演进路径。你所处的阶段,决定了效率上限,也决定了你主要消耗的能力到底是“写代码”,还是“做判断”。

第一阶段:零或接近零人工智能

这一阶段,AI 的存在感很弱。最多是代码补全、语法提示,或者偶尔把问题丢给聊天工具。AI 解决的是“记不住”和“懒得查”的问题,本质仍然是人工驱动开发。你写的每一行代码,都必须完全理解,否则就会不安。

第二阶段:IDE 中的编码代理(受控权限)

AI 开始以代理形式进入 IDE,但权限非常谨慎。它可以读代码、生成建议、调用部分工具,但每一步都需要你确认。这个阶段的核心变化是:你开始让 AI“参与过程”,而不是只回答问题,但你仍然掌控所有关键决策。

第三阶段:IDE 中的代理,YOLO 模式

信任度显著提高。你不再逐条确认,而是允许代理直接修改代码、运行命令。你从“写代码的人”转变为“改动审核者”。代码第一次明显从“手工产物”变成“机器生成 + 人类校验”的结果。

第四阶段:IDE 中的宽屏代理

代理窗口逐渐占满屏幕,你很少再一行一行敲代码。你的注意力集中在 diff 上:哪些地方被改了,逻辑是否成立,风险在哪里。IDE 变成了一个“代码审查终端”,而不是创作工具。

第五阶段:CLI 单代理

你开始脱离 IDE,在命令行中与代理协作。代理自动执行任务,差异以滚动形式展示。你可以选择详细查看,也可以快速略过。这一阶段,人类介入点明显减少,更多是在关键节点做判断。

第六阶段:CLI 多代理并行

单线程已经无法满足需求,你同时运行 3 到 5 个代理实例。它们并行修问题、写模块、跑分析。效率飞跃,但新的挑战出现了:你必须清楚每个代理的上下文和边界,否则结果会迅速失控。

第七阶段:大规模代理协作

代理数量上升到十个以上。你几乎不再“写代码”,而是在分配任务、合并结果、处理冲突。此时,真正的瓶颈不再是工具能力,而是人的注意力和系统理解能力。你已经站在“人类可管理复杂度”的边缘。

第八阶段:构建自己的编曲器

最前沿的阶段。你不再关心具体用哪个代理,而是把多个代理、工具和流程编排成稳定的自动化系统。AI 成为基础设施的一部分,你负责的是流程设计、约束定义和最终裁决。

结语

这八个阶段,并不是能力高低的评判,而是工作重心的迁移轨迹。越往后走,代码能力的重要性反而下降,工程判断、系统思维和风险意识变得更关键。

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  1. CONNECT:[ UseTime:0.000813s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.000948s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.009916s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000724s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001417s ]
  6. SELECT * FROM `set` [ RunTime:0.000626s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001477s ]
  8. SELECT * FROM `article` WHERE `id` = 470532 LIMIT 1 [ RunTime:0.001053s ]
  9. UPDATE `article` SET `lasttime` = 1770510741 WHERE `id` = 470532 [ RunTime:0.030580s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 65 LIMIT 1 [ RunTime:0.001441s ]
  11. SELECT * FROM `article` WHERE `id` < 470532 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001144s ]
  12. SELECT * FROM `article` WHERE `id` > 470532 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.003750s ]
  13. SELECT * FROM `article` WHERE `id` < 470532 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.000887s ]
  14. SELECT * FROM `article` WHERE `id` < 470532 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.010196s ]
  15. SELECT * FROM `article` WHERE `id` < 470532 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.002991s ]
0.235372s