这套训练营的定位比较清楚:它不是给零基础转行者做编程启蒙的,而是给已经会写一点代码、准备把 AI 能力真正接进产品里的人补工程化那一段。市面上讲 AI 应用的课不少,多数停在调一次接口、跑一个 Demo;这套资料的重心放在"做完之后怎么让它跑得住"——状态怎么管、上下文怎么控、前后端怎么接、出问题怎么定位。

它解决的是哪类工作场景

如果你正在做下面这些事,这套内容对得上:手上有个想法,想做成能给人用的 AI 应用,但卡在把模型输出接到界面、把多轮对话状态管起来、把流式返回处理干净;或者已经在公司里接了 AI 相关的需求,发现自己写的代码只能跑通流程,一上真实输入就崩。资料里 Cursor 相关的部分占了不少篇幅,说明它假设你愿意用 AI 辅助写代码,但不打算替你跳过理解环节——工具提效和读懂代码是两条并行的事。

学完能独立做出什么

按课程的组织方式推断,走完之后你应该能独立完成一个带对话或生成能力的前后端应用:前端能处理流式响应和交互状态,后端能组织调用逻辑、管理上下文长度、处理异常和降级。重点不在"能跑",而在"知道每一层为什么这么写"。这对面试和实际交付都有用——被问到为什么这样设计时,你能说出取舍,而不是"教程里就这么写的"。

资料适合什么基础

  • 需要已经能读懂 JavaScript/TypeScript,能自己起一个前端项目,知道接口请求是怎么回事。
  • 不需要你懂模型训练,课程不涉及这部分。
  • 如果你连变量、函数、异步都还没写过,先补基础再来,否则中段会跟得很吃力。
  • 适合有明确要做的东西的人。带着自己的项目需求看,吸收效率明显高于纯跟练。

怎么用这套资料

建议先跳到最后看一遍成品形态,知道自己要做出什么,再回头按顺序过。Cursor 相关的章节不要当成"看一遍就会",跟着敲,但敲完要试着脱离提示自己重写一遍关键逻辑——这是区分"用工具"和"被工具带着走"的分界线。涉及状态管理和上下文处理的部分,遇到不懂的就停下来查,这些是后面所有环节的地基,跳过去后面会更乱。

整套资料偏实战,节奏不慢,不适合当背景音放着。预留连续的时间块,一次推进一到两个模块,比零散刷完效果好得多。如果你只是想先感受一下 AI 应用开发是什么样,可以先看前几节再决定要不要投入;如果你的目标是把东西做出来并用起来,这套内容值得完整走一遍。

课程目录

课程目录161 集
  • 2026年西瓜派全栈开发实战训练营课程【完整版】 ??????AI???? ?????? ?????????AI???????????????????????????????? ? ????? ?????????????????????????AI???????????????????????????? ?��????? ? AI???????????? ? ???????? ? ???????????? �γ�Ŀ¼ ? ??3?? Cursor ????????????????? ? ? ??3?? Cursor ????????????????? 3-3 ????????????????????_dec.mp4
  • [91.8 MB] 3-13 ?????????????????????(??)_dec.mp4
  • [37.4 MB] 3-4 ???????????????????_dec.mp4
  • [42.4 MB] 3-1 ??????????????????_dec.mp4
  • [40.1 MB] 3-9 ?????????????????AI??????????(??)_dec.mp4
  • [24.1 MB] 3-20 ???????????????????_dec.mp4
  • [23.0 MB] 3-14 ?????????????????????(??)_dec.mp4
  • [28.4 MB] 3-17 ????????????????????_dec.mp4
  • [39.8 MB] 3-5 ???????????????????_dec.mp4
  • [28.3 MB] 3-15 ?????????????????????(??)_dec.mp4
  • [24.6 MB] 3-10 ?????????????????AI??????????(??)_dec.mp4
  • [27.7 MB] 3-16 ?????????????????????_dec.mp4
  • [36.1 MB] 3-2 ????????????????????_dec.mp4
  • [13.8 MB] 3-7 ????????????????????(??)_dec.mp4
  • [27.6 MB] 3-6 ????????????????????(??)_dec.mp4
  • [7.7 MB] 3-21 ???????????????????_dec.mp4
  • [17.3 MB] 3-19 ???????????????????_dec.mp4
  • [21.5 MB] 3-12 ?????????????????????_dec.mp4
  • [23.0 MB] 3-18 ?????????????????????_dec.mp4
  • [51.0 MB] 3-8 ????????????????????(??)_dec.mp4
  • [10.1 MB] 3-11 ????????????????????_dec.mp4
  • [11.1 MB] ??3?? Cursor ????????????????????.png [493.5 KB] ? ??1?? AI ???????????? ? ? ??1?? AI ???????????? ??1?? AI ????????????????.png [493.5 KB] 1-3 Vibe Coding???????????????_dec.mp4
  • [22.8 MB] 1-2 ????Vibe Coding??_dec.mp4
  • [50.3 MB] 1-6 ????????????????????AI???????_dec.mp4
  • [24.2 MB] 1-7 Cursor???????????????_dec.mp4
  • [55.4 MB] 1-4 Vibe Coding????????????_dec.mp4
  • [21.9 MB] 1-1 Vibe Coding????????????_dec.mp4
  • [147.6 MB] 1-8 Cursor?????????????_dec.mp4
  • [15.0 MB] 1-5 Vibe Coding???????????????????_dec.mp4
  • [33.5 MB] ? ??2?? Cursor ?????? ? ? ??2?? Cursor ?????? 2-6 ChatBot?????????????????_dec.mp4
  • [66.3 MB] 2-4 ChatBot?????????????_dec.mp4
  • [16.1 MB] 2-7 ChatBot????????????????_dec.mp4
  • [20.1 MB] 2-1 ChatBot???????????????_dec.mp4
  • [11.4 MB] 2-3 ChatBot??????????????_dec.mp4
  • [27.2 MB] 2-8 ChatBot???????????????_dec.mp4
  • [40.6 MB] 2-2 ChatBot????????????????_dec.mp4
  • [40.0 MB] 2-5 ChatBot?????????????????_dec.mp4
  • [24.3 MB] ??2?? Cursor ?????????.png [493.5 KB] ? ??9?? Claude Code ????????????? ? ? ??9?? Claude Code ????????????? ??9?? Claude Code ????????????????.zip
  • [1.8 MB] 9-12 SDD????????????????????_dec.mp4
  • [48.4 MB] 9-8 SDD????????????????_dec.mp4
  • [65.8 MB] 9-10 SDD????????????????????_dec.mp4
  • [70.7 MB] 9-19 SDD??????????????????_dec.mp4
  • [93.1 MB] 9-3 SDD???????Agent Team??????????_dec.mp4
  • [38.6 MB] 9-4 SDD????????????????????_dec.mp4
  • [24.8 MB] 9-14 SDD?????????????????_dec.mp4
  • [51.5 MB] 9-7 SDD??????????????????_dec.mp4
  • [47.8 MB] 9-1 SDD?????????????_dec.mp4
  • [75.7 MB] 9-18 SDD???????????????????_dec.mp4
  • [48.4 MB] 9-13 SDD????????????????????_dec.mp4
  • [85.4 MB] 9-5 SDD??????????????????????_dec.mp4
  • [61.1 MB] 9-6 SDD??????????????????_dec.mp4
  • [85.9 MB] 9-2 SDD???????AI????????????_dec.mp4
  • [77.9 MB] 9-15 SDD??????????PRD???????_dec.mp4
  • [81.6 MB] 9-9 SDD??????????????_dec.mp4
  • [45.7 MB] 9-16 SDD???????????Figma???UI????_dec.mp4
  • [38.0 MB] 9-17 SDD????????????MVP????_dec.mp4
  • [220.4 MB] 9-11 SDD????????????????????????_dec.mp4
  • [72.8 MB] ? ??5?? Harness Engineering??SDD ? ? ??5?? Harness Engineering??SDD ??5?? Harness Engineering??SDD???.png [493.5 KB] 5-22 ????????????????????_dec.mp4
  • [50.9 MB] 5-27 ???????????Hook???_dec.mp4
  • [87.9 MB] 5-18 ??????????????????_dec.mp4
  • [123.5 MB] 5-24 ?????????????????_dec.mp4
  • [49.6 MB] 5-31 SDD??????????????????_dec.mp4
  • [26.2 MB] 5-3 naive agent???????????_dec.mp4
  • [112.2 MB] 5-26 ???????????????????_dec.mp4
  • [100.6 MB] 5-20 ??????????????????_dec.mp4
  • [60.9 MB] 5-17 ??????????????????????_dec.mp4
  • [77.7 MB] 5-15 ?????????????????_dec.mp4
  • [15.6 MB] 5-9 ????????Verification Loop??????_dec.mp4
  • [23.1 MB] 5-5 ????????Tool Use???????_dec.mp4
  • [18.1 MB] 5-1 ????Harness Engineering??_dec.mp4
  • [35.6 MB] 5-7 ????????Context Management?????????_dec.mp4
  • [25.1 MB] 5-30 SDD????????????????????_dec.mp4
  • [12.8 MB] 5-4 ????????Agent Loop ???????_dec.mp4
  • [26.3 MB] 5-23 ?????????????????_dec.mp4
  • [54.3 MB] 5-12 ???????????????????????_dec.mp4
  • [16.1 MB] 5-2 ???????????????_dec.mp4
  • [24.7 MB] 5-8 ????????Feature List??????_dec.mp4
  • [9.7 MB] 5-14 ?????????????????????_dec.mp4
  • [11.8 MB] 5-19 ??????????????????_dec.mp4
  • [32.6 MB] 5-21 ???????????Memroy??????_dec.mp4
  • [40.0 MB] 5-28 ??????????????????????_dec.mp4
  • [132.5 MB] 5-13 ????????????????_dec.mp4
  • [17.8 MB] 5-29 SDD?????????SDD??_dec.mp4
  • [34.2 MB] 5-32 SDD??????????????????_dec.mp4
  • [8.1 MB] 5-11 ????????Generator-Evaluator_dec.mp4
  • [31.1 MB] 5-10 ????????Subagents?????????_dec.mp4
  • [27.6 MB] 5-16 ??????????????????_dec.mp4
  • [17.8 MB] 5-6 ????????Progress Tracking???????_dec.mp4
  • [18.4 MB] 5-25 ????????????????????_dec.mp4
  • [110.6 MB] ??5?? Harness Engineering??SDD???.zip
  • [1.8 MB] ? ??6?? Claude Code ??????? ? ? ??6?? Claude Code ??????? 6-9 ??????????CC-Switch????_dec.mp4
  • [39.1 MB] 6-5 ????Windows???Claude Code_dec.mp4
  • [27.8 MB] 6-2 Claude Code????????_dec.mp4
  • [48.7 MB] 6-3 Claude Code????????????????_dec.mp4
  • [50.8 MB] 6-4 Claude Code????????????_dec.mp4
  • [52.6 MB] 6-7 ????macOS???Claude Code_dec.mp4
  • [6.6 MB] 6-
  • 10 Cursor??????Claude Code_dec.mp4
  • [17.1 MB] 6-8 ???????????????_dec.mp4
  • [18.5 MB] 6-1 ???Claude Code????????_dec.mp4
  • [70.8 MB] 6-6 ????Linux???Claude Code_dec.mp4
  • [7.7 MB] ? ??8?? Claude Code ????????????? ? ? ??8?? Claude Code ????????????? ??8?? Claude Code ?????????????????.png [493.5 KB] 8-2 ????????-??????(??)_dec.mp4
  • [24.8 MB] 8-1 ????????-?????????????????_dec.mp4
  • [26.9 MB] 8-21 ????????-????Spec????????????_dec.mp4
  • [32.5 MB] 8-7 ????????-?????Spec???????_dec.mp4
  • [84.2 MB] 8-22 ????????-???????_dec.mp4
  • [105.5 MB] 8-17 ????????-PRD???????_dec.mp4
  • [62.5 MB] 8-20 ????????-??????????_dec.mp4
  • [74.3 MB] 8-18 ????????-?????????_dec.mp4
  • [23.1 MB] 8-3 ????????-??????(??)_dec.mp4
  • [23.1 MB] 8-11 ????????-SDD??Z???????(3)_dec.mp4
  • [77.2 MB] 8-13 ????????-SDD??Z???????(5)_dec.mp4
  • [37.6 MB] 8-14 ????????-SDD??Z???????(6)_dec.mp4
  • [47.4 MB] 8-5 ????????-??????_dec.mp4
  • [40.0 MB] 8-16 ????????-SDD??Z???????(8)_dec.mp4
  • [25.6 MB] 8-6 ????????-???????_dec.mp4
  • [30.5 MB] 8-19 ????????-??????????_dec.mp4
  • [43.1 MB] 8-12 ????????-SDD??Z???????(4)_dec.mp4
  • [57.6 MB] 8-23 ????????-??????_dec.mp4
  • [25.8 MB] 8-8 ????????-??????Spec???????_dec.mp4
  • [66.8 MB] 8-15 ????????-SDD??Z???????(7)_dec.mp4
  • [90.0 MB] 8-10 ????????-SDD??Z???????(2)_dec.mp4
  • [43.0 MB] 8-9 ????????-SDD??Z???????(1)_dec.mp4
  • [80.5 MB] 8-4 ????????-??????(??)_dec.mp4
  • [55.1 MB] ? ??7?? Claude Code ?????? ? ? ??7?? Claude Code ?????? ??7?? Claude Code ?????????.zip
  • [1.8 MB] 7-2 frontend-design?????????????_dec.mp4
  • [31.6 MB] 7-3 Pencil???MCP??????_dec.mp4
  • [21.4 MB] 7-5 ???????????????????_dec.mp4
  • [42.9 MB] 7-6 ??Agent?????????????_dec.mp4
  • [77.0 MB] 7-1 ????Claude Code???????HTML???_dec.mp4
  • [41.1 MB] 7-4 ????Pencil??????????_dec.mp4
  • [42.2 MB] 7-7 ???????(Harness Engineering)???????_dec.mp4
  • [12.9 MB] ? ??4?? Cursor ???????????????????????? ? ? ??4?? Cursor ???????????????????????? ??4?? Cursor ???????????????????????????.png [493.5 KB] 4-4 ????????-???????_dec.mp4
  • [18.3 MB] 4-3 ????????-????????_dec.mp4
  • [38.9 MB] 4-14 ????????-Agent???????_dec .mp4
  • [83.6 MB] 4-16 ????????-??????????(??)_dec .mp4
  • [124.0 MB] 4-11 ????????-???????????_dec.mp4
  • [71.4 MB] 4-20 ????????-?????????Channel_dec .mp4
  • [214.7 MB] 4-7 ????????-MVP????(??)_dec.mp4
  • [102.3 MB] 4-17 ????????-??????????(??)_dec .mp4
  • [78.8 MB] 4-
  • 21 ????????-??????????_dec .mp4
  • [94.1 MB] 4-6 ????????-rules ????_dec.mp4
  • [19.3 MB] 4-13 ????????-Channel???????_dec.mp4
  • [139.0 MB] 4-19 ????????-????????????_dec .mp4
  • [184.5 MB] 4-12 ????????-GateWay???????_dec.mp4
  • [54.7 MB] 4-1 ????????-??????_dec.mp4
  • [34.3 MB] 4-
  • 23 ????????-??????_dec .mp4
  • [59.8 MB] 4-2 ????????-??????_dec.mp4
  • [43.3 MB] 4-
  • 18 ????????-???????_dec .mp4
  • [119.7 MB] 4-9 ????????-???????_dec.mp4
  • [11.7 MB] 4-10 ????????-??????????_dec.mp4
  • [82.9 MB] 4-8 ????????-MVP????(??)_dec.mp4
  • [70.8 MB] 4-
  • 22 ????????-????????? Agent Skills_dec .mp4
  • [241.0 MB] 4-
  • 15 ????????-??Z???????_dec .mp4
  • [40.4 MB] 4-5 ????????-???????_dec.mp4
  • [36.4 MB] ??4?? Cursor ???????????????????????????.png [493.5 KB] ?????? ??????????? ????????? AI???????? ѧϰ�ջ� ????AI????? ??????????? ????????????? ???????? ????????????????