阿里妹导读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 月，Andrej Karpathy 提出 Vibe Coding ...

通用型agent也因为openclaw的出现更加证明了它会覆盖掉一部分垂直agent，我们会习惯从一个入口操作很多事情。入口的集中化也间接推动了更多产品经理去做能被agent调用的应用来满足那个万能agent。因为agent开始变得像用户的代购，自己 ...

Workflow prediction, machine learning, and the dawn of a hyperautomated future. There was a time not so long ago when certain software companies thought the world revolved around them. Those days are ...

There is a saying that one can be an expert in something but not in everything. Large language models (LLMs) are also becoming specialized. The degree of specialization depends on which algorithms are ...

New AI Workflows turn spreadsheets into a control center for the Agentic Web, enabling organizations to automate ...

AI video is moving from novelty to practical use, with creators valuing stable workflows, refinement, and more control ...

Claude Projects keeps instructions and reference files across sessions with persistent storage, reducing repeated setup for recurring work.

Dify, an open-source platform that helps teams build, deploy, and operate production-grade AI applications and agentic workflows, today announced it has raised $30 million in Series Pre-A funding at a ...

Marketing automation breaks when teams build new workflows for every campaign instead of designing systems that scale and ...