Leanpub Header

Skip to main content

拒绝裸驾:别让智能体自己玩

AI 时代,别让代码光着上路

拒绝裸驾:别让智能体自己玩
This book is 100% completeLast updated on 2026-08-07

当 AI 能替你写代码,真正的危险不是它写错,而是你以为它不会错。

Minimum price

$6.99

$14.99

You pay

Author earns

$

Also available for 1 book credit with a Reader Membership

EPUB
About

About

About the Book

「AI时代个人操作系统」系列 · Level 3(驾驭智能体)

从理解AI,到驾驭AI,再到创造AI时代的新价值。

一句话推荐:当 AI 能替你写代码,真正的危险不是它写错,而是你以为它不会错。

《拒绝裸驾》是一本写给所有正在用 Cursor、GitHub Copilot、Claude Code、Windsurf 甚至 Devin 写代码的程序员的书。它不讲 prompt 技巧,也不讲模型原理,只回答一个要命的问题:

当 AI 帮你写代码时,你怎样保证自己仍然理解、仍然可控、仍然敢改?

为什么"裸驾"值得警惕

2025 年之后,AI 辅助编程从尝鲜变成日常。速度是真的,恐惧也是真的:

· 一段代码能跑,但你不敢改,因为看不懂 AI 为什么这样组织;

· 一次"顺手优化"修好了 A,三天后 B 和 C 一起崩溃;

· 团队里每个人都以为"反正 AI 会写",结果没人能回答"这段代码谁负责"。

这就是"裸驾"——让 AI 替你握着方向盘,而你连安全带都没系。

这本书怎么帮你

全书按"看清 → 装备 → 决策 → 体系 → 终局"五部分递进:

1. 看清(第 1–2 章):AI 生成的代码为什么"能跑不等于能活",以及 90% 自信度背后的幻觉真相。

2. 装备(第 3–5 章):级联故障、过度优化、写审速度差——三类最常见风险,以及对应的审查清单。

3. 决策(第 6–8 章):团队落地阻力、"他说完成了"的 DoD 缺口、以及 AI 代码的明确责任人链。

4. 体系(第 9–11 章):技术债复利、默认拒绝的安全门禁、模型越强审查越跟不上的剪刀差。

5. 终局(第 12 章):三年后的两条路——陈默的越用越稳,与方远的越用越裸。

每一章都遵循同一套叙事模板:真实场景 → 费曼式拆解 → 根因分析 → 四段式方案 → 验证清单 → 小结。

读完你能带走什么

· 一套四段式方案:慢启动、差异审计、声明验证、问责闭环,可直接套用到现有工作流。

· 三张速查卡:防护速查卡、团队规范模板、审计三问,适合打印贴在显示器旁。

· 一种思维姿态:把 AI 当作副驾驶,而不是自动驾驶;你踩油门,但你必须始终能接管方向盘。

适合谁读

· 已经在用 AI 辅助编程、但想让它更稳的软件工程师;

· 需要给团队定 AI 代码规范的 Tech Lead / 架构师;

· 关心 AI 时代代码质量、技术债与安全责任的技术管理者。

关于本书

· 共 12 章 + 3 个附录,约 10.6 万字;

· 每章配 1 张原创 SVG 配图,全书 17 张无水印技术插图;

· 正文、代码示例、公式与图表均已针对 EPUB / PDF 优化,兼容主流阅读器。

用 AI 写代码,但先系好安全带。

——————

本书是「AI时代个人操作系统」全五册之一。

想一次构建完整的 AI 时代能力体系?套装购买省近一半:leanpub.com/b/ai_awake

本系列持续更新,购买一次,未来版本升级与新增章节全部免费。

Bundle

Bundles that include this book

Author

About the Author

kejia shao

AI正在重写价值规则。未来属于会驾驭智能的人。

我是 SKJ(kejia shao),AI 产业实践者、算法工程师、技术作者。过去十余年我一直在 AI 一线:从推荐算法到深度学习,从气象 AI、生态大模型到企业 AI 落地,再到今天的 Agent 时代——申请多项发明专利,帮助墨迹天气在国际公认的 Forecastwatch 天气预报评测中取得全球第一成绩。现在,我主导碳寻时空大模型的研发。

我只关注一个问题:在 AI 越来越强的时代,个人和组织如何建立持久的价值?

我的「AI时代个人操作系统」书系覆盖一条完整的成长路径:

· 看懂 AI 带来的结构性变化(《断层线》)

· 建立 AI 替代不了的能力(《判断力》《不可替代》)

· 学会管理 AI Agent(《拒绝裸驾》)

· 打造自己的 AI 生产力系统(《手把手教你开发AI Agent》)

我的目标:帮助更多人从 AI 使用者,升级为 AI 创造者。

──────────

AI is reshaping how humans work, create, and compete.

I am SKJ (kejia shao), an AI practitioner, algorithm engineer, and author exploring the future of human–AI collaboration. Over the past decade I have worked across recommendation systems, weather and ecological AI, large-scale data intelligence, and enterprise AI deployment — through the deep-learning era, the LLM era, and now the agent era.

My books focus on one central question: how can individuals and organizations build lasting value in the age of AI?

The "AI Era Personal Operating System" series covers a complete growth path: understanding AI-driven disruption, building irreplaceable human capabilities, managing AI agents effectively, and creating your own AI-powered systems.

My goal: help people move from AI users to AI creators.

The Leanpub 60 Day 100% Happiness Guarantee

Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.

See full terms...

Earn $8 on a $10 Purchase, and $16 on a $20 Purchase

We pay 80% royalties on purchases of $7.99 or more, and 80% royalties minus a 50 cent flat fee on purchases between $0.99 and $7.98. You earn $8 on a $10 sale, and $16 on a $20 sale. So, if we sell 5000 non-refunded copies of your book for $20, you'll earn $80,000.

(Yes, some authors have already earned much more than that on Leanpub.)

In fact, authors have earned over $15 million writing, publishing and selling on Leanpub.

Learn more about writing on Leanpub

Free Updates. DRM Free.

If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).

Most Leanpub books are available in PDF (for computers) and EPUB (for phones, tablets and Kindle). The formats that a book includes are shown at the top right corner of this page.

Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.

Learn more about Leanpub's ebook formats and where to read them

Write and Publish on Leanpub

You can use Leanpub to easily write, publish and sell in-progress and completed ebooks and online courses!

Leanpub is a powerful platform for serious authors, combining a simple, elegant writing and publishing workflow with a store focused on selling in-progress ebooks.

Leanpub is a magical typewriter for authors: just write in plain text, and to publish your ebook, just click a button. (Or, if you are producing your ebook your own way, you can even upload your own PDF and/or EPUB files and then publish with one click!) It really is that easy.

Learn more about writing on Leanpub