Goodbye, Hypothesis-Driven Development! Hello, Continuously Evolving Intelligence: The New Future of DevOps, PM, and AI

🌏 閱讀中文版本 By: rajatim Abstract: We celebrate “agile” and “failing fast,” but we seldom talk about the cost of failure. This article explores an ongoing paradigm shift in product development: moving from “Hypothesis-Driven Development” to a “Continuously Evolving Intelligence” formed by the synergy of DevOps, PM, and AI. This is not just a process optimization; … Read more

告別猜測式流程,迎接智能驅動:DevOps × PM × AI 共同打造的持續進化智慧

本文探討一個產品開發的範式轉移:從被動驗證假說,演進為由 DevOps、PM 與 AI 構成的「持續進化智慧」體。文章將闡述這個新範式如何重塑技術人員的價值,並提供一個可執行的架構藍圖,將團隊從功能實現者,升級為自我進化系統的建築師。

DDD 架構改造實戰指南:從貧血模型到自我驗證的聚合根

DDD 架構改造實戰完全指南。從根本原因分析、實施方案設計到三步執行方法的完整講解。教你將業務驗證邏輯從臃腫的 Service 層遷移至自驗證聚合根,透過事件驅動架構解耦複雜的跨模組耦合問題。非常適合資深工程師與架構師深度參考與學習應用實踐。

Why Does One Business Rule Change Break 5 Services? How DDD Solves This

🌏 閱讀中文版本 Have you experienced this scenario: Your product manager says “Support a new discount rule,” and suddenly you’re modifying OrderService, DiscountService, PromotionService, PricingService, and CustomerService. By the time you’re done, you realize this “simple” requirement touched 5 different modules. This isn’t an edge case. It’s a symptom of poor system design. Domain-Driven Design (DDD) … Read more