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AI, Ego & Regret: 15 True Failure Modes from the AI Era
What happens when executives trust AI more than their own engineers?
A company spent $5 million on an AI platform that was 91 times more expensive and 4x slower than the open-source alternative an engineer proposed â before firing him.
An AI testing tool reported 97.3% test coverage. A client's lead engineer asked one question and discovered over 70% of the tests were duplicates â and the critical core flows had zero coverage.
A $660K AI platform replaced an entire team. At 2:58 AM, it "fixed" everything â then silently rolled back the wrong patch.
AI, Ego & Regret collects 15 true-to-life failure modes from the AI era â each one a warning sign that was seen, documented, and ignored. From a $2.8 billion AI gateway with a hidden 8-month vulnerability, to a VP's AI that wrote 3,000 tests in 3 days â all of which had to be deleted at a cost of $700,000.
These are stories about what happens when blind faith meets uncontrolled authority. They span three parts:
- Part I â The Price of Blind Faith: When executives trust vendor promises over engineering data.
- Part II â Uncontrolled Authority: When AI systems gain the power to block human decisions â including the fixes to their own failures.
- Part III â What Machines Can't Replace: The skills, judgment, and institutional knowledge that AI can't replicate â until someone tries anyway, and pays the price.
Every failure had a warning sign. None of them blew up overnight.
This book is a field guide for engineers, managers, and anyone who works alongside AI â a map of where the landmines are buried, drawn from the moments when someone stepped on one.
- LanguageEnglish
- Publication dateAugust 28, 2026
- File size515 KB
Product details
- ASIN : B0HGYGC5DC
- Accessibility : Learn more
- Publication date : August 28, 2026
- Language : English
- File size : 515 KB
- Enhanced typesetting : Enabled
- X-Ray : Not Enabled
- Word Wise : Enabled
- Print length : 235 pages
- Page Flip : Enabled
- Best Sellers Rank: #4,289,891 in Kindle Store (See Top 100 in Kindle Store)
- #3,410 in Strategic Management
- #3,776 in Software Testing
- #5,202 in Generative AI (Kindle Store)
- Customer Reviews:
About the author

Xu Lingfeng is a QA engineer, AI testing practitioner, and author.
With 15 years of experience in software testing, he writes about what happens when AI meets the real world, where impressive demos meet production systems, metrics meet reality, and human judgment still matters.
His writing often begins as serialized stories before being revised, expanded, and reorganized into books. He is the author of *AI, Ego & Regret: 15 True Failure Modes from the AI Era* and the ongoing *AI, Ego & the 36 Stratagems* series, which explores modern AI failures through the lens of ancient Chinese strategy.
His work asks a simple question: When AI fails, who was supposed to be watching?
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