https://blog.chuanxilu.net/en/tags/bug-patterns/Recent content in Bug Patterns on Chuanxilu for Skilled Homo sapiensHugoen-USThu, 07 May 2026 10:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/six-bug-patterns-and-integration-gaps/Thu, 07 May 2026 10:00:00 +0800https://blog.chuanxilu.net/en/posts/2026/05/six-bug-patterns-and-integration-gaps/Before releasing Aristotle v1.1, I found 18 bugs. Unit tests caught four. The rest lived at the integration layer. After root cause analysis, six patterns emerged — not because the problems got harder, but because AI bypassed the defenses I'd built through years of experience.