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love100eva 发表于 2026-5-27 08:46:13

Claude Code AI编程实战

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Claude Code AI编程实战 学会使用Claude Code进行高质量软件开发 English 中文字幕版

科技领域的变革速度比以往任何时候都要快。新的工具和方法几乎每天都在出现,这就引出了一个重要问题:5年后,软件开发会呈现怎样的面貌呢?

有些人预测编程时代即将结束,而另一些人则宣扬由人工智能驱动的理想世界。但工程师们不需要这些空洞的幻想——他们需要的是实用的工具和真正的技能。

如今,创建一个简单的人工智能演示非常容易:只需连接几个API,编写相应的指令即可。但实际上,真正的软件产品要复杂得多。不稳定的输出结果、数据泄露、模型产生的错误信息以及糟糕的用户体验等问题都表明:将人工智能集成到实际应用中是一项艰巨的工程挑战。

本课程专为那些希望超越单纯实验阶段的开发者设计。你将学会如何设计、开发和部署可靠的人工智能应用程序。

你还将掌握现代人工智能开发中的各项实用技术,包括:
- 指令设计
- 系统评估
- 系统可观测性分析
- 跟踪调试技术
- 基于检索的信息增强生成技术
- 人工智能代理的设计与实现

你无需具备机器学习研究、模型训练或GPU相关技术的背景。本课程的重点是帮助你成为真正的人工智能工程师——运用最先进的模型和工具,为用户和企业创造实际价值。

通过实际操作来学习人工智能开发流程

在整个课程中,你将通过各种实践任务逐步掌握Claude Code的运用技巧,从简单的练习开始,最终能够构建出完整的人工智能开发流程。





Claude Code for Real Engineers
1 Where We are Going
2 Repo Setup
3 Setting Up Claude for the Course
4 How to Take This Course
5 Office Hours
6 Managing Your Claude Code Session
7 Prompting in the Terminal
8 Claude and Your IDE
9 Going Forwards and Backwards in Time
10 Running Bash Commands
11 Permissions
12 The Constraints of LLMs
13 What Are Subagents
14 Codebase Exploration
15 Codebase Exploration SOLUTION
16 Build a Feature
17 Build a Feature SOLUTION
18 Showing Context in the Status Line
19 What Is Plan Mode
20 The Plan Execute Clear Loop
21 The Plan Execute Clear Loop SOLUTION
22 Compaction
23 What Is an Agents MD File
24 Steering an Agent with the Agents MD File
25 Steering an Agent with the Agents MD File SOLUTION
26 Progressive Disclosure
27 What Are Agent Skills
28 A Skill for Writing Skills
29 A Skill for Writing Skills SOLUTION
30 Automatic Memory
31 How to Tackle Massive Tasks
32 Write Great PRDs with This Skill
33 Write Great PRDs with This Skill SOLUTION
34 Split Features Across Multiple Context Windows with Multi Phase Plans
35 Split Features Across Multiple Context Windows with Multi Phase Plans SOLUTION
36 What Are Tracer Bullets
37 Use Tracer Bullets in Our Multi Phase Plan
38 Use Tracer Bullets in Our Multi Phase Plan SOLUTION
39 Executing Our Multi Phase Plan
40 Executing Our Multi Phase Plan SOLUTION
41 The _grill-me Skill
42 Claude Code for Real Engineers Office Hours Mon Mar 30 0830 UTC
43 Claude Code for Real Engineers Office Hours Mon Mar 30 1530 UTC
44 Claude Code for Real Engineers Office Hours Fri Apr 3 0830 UTC
45 Claude Code for Real Engineers Office Hours Fri Apr 3 1530 UTC
46 Is Code Cheap
47 Steering Agents to Use Feedback Loops with Skills
48 Building a Do Work Skill
49 Building a Do Work Skill Solution
50 Using Our Do Work Skill
51 Using Our Do Work Skill Solution
52 Fixing Agents Broken Formatting with Pre Commit
53 What Is Red Green Refactor
54 Red Green Refactor
55 Red Green Refactor Solution
56 What Is Ralph
57 HITL vs AFK Ralph
58 Trying HITL Ralph
59 Trying HITL Ralph Solution
60 Sandboxing
61 Setting Up and Trying AFK Ralph
62 Setting Up and Trying AFK Ralph Solution
63 Using Backlogs to Queue Tasks for Ralph
64 Setting Up Our Repo for GitHub Issues
65 Hooking Up Ralph to Your Backlog
66 Hooking Up Ralph to Your Backlog Solution
67 Updating Our PRD and Plan Skill to Use GitHub
68 HITL and AFK Tasks
69 Dont Plan Kanban
70 Using the Kanban Skill
71 Using the Kanban Skill Solution
72 Research
73 Trying Out Research
74 Trying Out Research Solution
75 Prototyping
76 Trying Out Prototyping
77 Trying Out Prototyping Solution
78 Designing Codebases AI Loves
79 The Improve My Codebase Skill
80 The Improve My Codebase Skill Solution
81 Adding Module Awareness to Our Plan PRD Skill
82 Claude Code for Real Engineers Office Hours Fri Apr 10 0830 UTC
83 Claude Code for Real Engineers Office Hours Fri Apr 10 1530 UTC
84 Sandcastle _ Day 5_ Ralph
Code HTML
85 Where We’re Going
86 Repo Setup
87 Setting Up Claude for the Course
88 How to Take This Course
89 Managing Your Claude Code Session
90 Prompting in the Terminal
91 Claude and Your IDE
92 Going Forwards and Backwards in Time
93 Running Bash Commands
94 Permissions
95 The Constraints of LLMs
96 What Are Subagents
97 Codebase Exploration
98 Codebase Exploration SOLUTION
99 Build a Feature
100 Build a Feature SOLUTION
101 Showing Context in the Status Line
102 What Is Plan Mode
103 The Plan Execute Clear Loop
104 The Plan Execute Clear Loop SOLUTION
105 Compaction
106 What Is an Agents MD File
107 Steering an Agent with the Agents MD File
108 Steering an Agent with the Agents MD File SOLUTION
109 Progressive Disclosure
110 What Are Agent Skills
111 A Skill for Writing Skills
112 A Skill for Writing Skills SOLUTION
113 Automatic Memory
114 How to Tackle Massive Tasks
115 Write Great PRDs with This Skill
116 Write Great PRDs with This Skill SOLUTION
117 Split Features Across Multiple Context Windows with Multi Phase Plans
118 Split Features Across Multiple Context Windows with Multi Phase Plans SOLUTION
119 What Are Tracer Bullets
120 Use Tracer Bullets in Our Multi Phase Plan
121 Use Tracer Bullets in Our Multi Phase Plan SOLUTION
122 Executing Our Multi Phase Plan
123 Executing Our Multi Phase Plan SOLUTION
124 The _grill-me Skill
125 Is Code Cheap
126 Steering Agents to Use Feedback Loops with Skills
127 Building a Do Work Skill
128 Building a Do Work Skill (1)
129 Using Our Do Work Skill
130 Using Our Do Work Skill (1)
131 Fixing Agents Broken Formatting with Pre Commit
132 What Is Red Green Refactor
133 Red Green Refactor
134 Red Green Refactor (1)
135 What Is Ralph
136 HITL vs AFK Ralph
137 Trying HITL Ralph
138 Trying HITL Ralph (1)
139 Sandboxing
140 Setting Up and Trying AFK Ralph
141 Setting Up and Trying AFK Ralph (1)
142 Using Backlogs to Queue Tasks for Ralph
143 Setting Up Our Repo for GitHub Issues
144 Hooking Up Ralph to Your Backlog
145 Hooking Up Ralph to Your Backlog (1)
146 Updating Our PRD and Plan Skill to Use GitHub
147 HITL and AFK Tasks
148 Dont Plan Kanban
149 Using the Kanban Skill
150 Using the Kanban Skill (1)
151 Research
152 Trying Out Research
153 Trying Out Research (1)
154 Prototyping
155 Trying Out Prototyping
156 Trying Out Prototyping (1)
157 Designing Codebases AI Loves
158 The Improve My Codebase Skill
159 The Improve My Codebase Skill (1)
160 Adding Module Awareness to Our Plan PRD Skill
161 Sandcastle | Day 5: Ralph

plaintea 发表于 7 天前

学习看看,感谢楼主分享

dada147 发表于 7 天前


好东西,多谢分享!

jiangluzhiyong1 发表于 6 天前

谢谢分享!

tengfei_huang 发表于 昨天 21:43

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plaintea 发表于 17 小时前

学习看看,感谢楼主分享
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