Chaojie's BlogAI Engineering, Architecture & Vibe Coding — thoughts from Dubaihttps://chaojiezhu.dev/Stop Trying to Fix AI Sycophancy. Design Around It.https://chaojiezhu.dev/blog/2026-03-23-stop-fixing-sycophancy-design-around-it/https://chaojiezhu.dev/blog/2026-03-23-stop-fixing-sycophancy-design-around-it/AI coding assistants agree with everything you say. Prompt engineering won't fix it — the flaw is structural. Here's the verification-first workflow I use to ship reliable code anyway.Mon, 23 Mar 2026 00:00:00 GMT别修 AI 的讨好毛病，设计你的验证闭环https://chaojiezhu.dev/blog/2026-03-23-stop-fixing-sycophancy-design-around-itzh/https://chaojiezhu.dev/blog/2026-03-23-stop-fixing-sycophancy-design-around-itzh/AI 编程助手会同意你说的一切。提示工程修不了这个问题——缺陷是结构性的。这是我用来保证代码质量的验证优先工作流。Mon, 23 Mar 2026 00:00:00 GMTYour AI Coder Needs a Strict Father, Not Better Promptshttps://chaojiezhu.dev/blog/2026-04-15-ai-coder-needs-strict-father/https://chaojiezhu.dev/blog/2026-04-15-ai-coder-needs-strict-father/AI coding agents write code and say 'Done' — but Done ≠ working. The fix isn't better prompts. It's an automated QA agent that opens browsers, hits APIs, and queries databases before letting your coder finish.Wed, 15 Apr 2026 00:00:00 GMT你的 AI 写手需要一个严父，而不是更好的 Prompthttps://chaojiezhu.dev/blog/2026-04-15-ai-coder-needs-strict-fatherzh/https://chaojiezhu.dev/blog/2026-04-15-ai-coder-needs-strict-fatherzh/AI 写完代码说「搞定了」—— 但搞定 ≠ 能用。解法不是调 prompt，而是一个自动化的 QA Agent：打开浏览器验渲染、打 API 验接口、查数据库验落库，全过了才算完。Wed, 15 Apr 2026 00:00:00 GMT