阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。"5 人 7 天" 震撼实验本文分享一个让人震撼的案例："5人、7天，用 Qoder 开发 QoderWork"——完成了传统需要 20 人数周的工作量。这不是 PPT ...

AI 以超乎预期的速度席卷开发领域，AI 工程化也成为各业务团队优先探讨的命题。输入法团队从实际需求出发，在Kuikly跨端项目中逐步探索并沉淀出一套 AI 工程化方案，目前已有不少需求按此流程完成开发并上线。以此文与大家分享其中的实践经验与思考，希望 ...

当 Cursor 的“即兴编程”开始拖累项目质量，AWS 新晋 IDE Kiro 以 Spec 工作流打出“先规范后编码”的系统工程思维：需求-设计-任务三件套一次生成，文档与代码同步落地，复杂项目不再返工。更妙的是，这套流程还能完整移植到 Claude Code，让任何编辑器秒变专业 ...

Amazon Web Services is adding a feature to its Kiro AI coding tool that uses mathematical proofs to check whether software ...

Kiro’s structured, agentic workflow challenges the Copilot model, offering a spec-first IDE with hooks, task orchestration, and enterprise-grade design generation. AWS has previewed Kiro, a new ...

Spec-driven development (SDD) offers a structured approach to AI-assisted coding by prioritizing detailed specifications before any code is written. Unlike “vibe coding,” which relies on iterative ...

GitHub Spec Kit, open sourced last September as a toolkit for spec-driven development with AI coding agents, is seeing renewed attention as recent releases and a May 8 livestream show the project ...

Microsoft and GitHub have made AI assistance a key part of their software development tools. Embedded in the latest Visual Studio and Visual Studio Code releases, GitHub Copilot puts a multifaceted ...

在 AI 编程的进化史上，2025 年末至 2026 年初正成为一个微妙的“分水岭”。 过去两年，行业习惯于将 AI 视为集成开发环境（IDE）右下角的补全插件，但随着全球技术巨头的集体转身，某种关于软件工程的底层范式正在悄然重构，背后可能还涉及一场关于“程序 ...

Amazon Web Services Inc. today launched a preview of a new development environment named Kiro, integrated with artificial intelligence agents for software engineers, which the company says will help ...

Autonomous agents are compressing software delivery timelines from weeks to days. The enterprises that scale agents safely will be the ones that build using spec-driven development. There’s a moment ...