csdn

搜狗输入法 Kuikly AI 工程化：Spec coding 的探索与落地

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 ...
InfoWorld

From prompts to specs: AWS’s Kiro signals the next phase of AI coding tools

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 ...
Geeky Gadgets

Spec-Driven Development Guide : Set Rules Before AI Coding

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 ...
人人都是产品经理 on MSN

一文看懂Kiro，其 Spec工作流秒杀Cursor，可移植至Claude Code

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级 AI 架构师。 Cursor最近越来越令人恼火了：经常出现过度优化Token消耗、整体规划不足，导致代码质量参 ...
来自MSN

重塑软件工程：从Vibe Coding走向Spec Coding

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 ...
VentureBeat

Agentic coding at enterprise scale demands spec-driven development

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 ...
Geeky Gadgets

New Github Spec-Kit Boosts Claude Code Projects With Specification-Driven Planning

What if the biggest bottleneck in your software development process wasn’t your team’s skillset or tools, but the lack of a clear, structured roadmap? For years, developers have wrestled with the ...