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重塑软件工程:从Vibe Coding走向Spec Coding

AI 编程的竞争内核正在发生质变。
Engineering teams can’t afford to treat AI as a hands-off solution; instead, they must learn how to balance experimentation ...
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 ...
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 ...
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 ...
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To keep AI coding assistants from running amok, developers must learn to write good specs and develop product management skills. No serious developer still expects AI to magically do their work for ...
What if the secret to unlocking the full potential of AI coding agents isn’t in the algorithms themselves, but in the way we communicate with them? Imagine an AI tasked with refactoring a sprawling, ...
Despite new methods emerging, enterprises continue to turn to autonomous coding agents and code generation platforms. The competition to keep developers working on their platforms, coming from tech ...