腾讯网

打造高可靠 AI 助手：Skill 编排、Workflow 设计与 Spec Coding 的深度实践

文章首先拆解了上下文工程的五大最佳实践模式（状态管理、渐进式上下文、结构化输出、模版程序、多步处理），并深入对比了 Skill 与 Subagent 在上下文管理机制上的本质差异。 背景 2025 年 AI 辅助编程领域经历了多次里程碑式的快速发展。 Vibe Coding 在 2025 年 2 ...
Techzine Europe

Vibe coding can’t dance, a new spec routine emerges

Vibe coding is losing its rhythm. As "repository slop" and technical debt rise, Spec-Driven Development (SDD) emerges as the ...
新浪网

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 ...
来自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 ...
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 ...
InfoWorld

Spec-driven AI coding with GitHub’s Spec Kit

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 ...
SiliconANGLE

AWS launches Kiro: a ‘spec coding’ developer environment integrated with AI agents

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 ...
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 ...