Based on vibe code, Atoms eliminates the need to manually set up project scaffolding and configure environments.

Technical guide to securing multi-agent AI systems with zero trust principles, delegation chain validation, and behavioral ...

在大型语言模型（LLM）与企业级软件系统的集成进程中，上下文提供的摩擦力一直是限制人工智能应用深度的核心瓶颈。传统的架构范式高度依赖于静态的检索增强生成（RAG）管道或高度定制化、紧密耦合的应用程序接口（API）集成。这些传统方法不仅维护成本高昂，且难以适应底层数据模式的动态演进。模型上下文协议（Model Context Protocol, MCP）的出现从根本上改变了这一现状，它为人工智能系统 ...

在这个AI迅速发展的时代，老牌Java JSON库json-io的回归引发了广泛关注。作为一款十年前就备受推崇的库，json-io以其零配置、支持循环引用等特性曾风靡一时。如今，它又以支持TOON格式的新版本重新登场，令人耳目一新。 TOON，全称Token-Oriented Object Notation，是专为大语言模型（LLM）设计的数据格式。相较于传统的JSON格式，TOON通过去除冗余的 ...

ClawSecure's analysis of 2,890+ popular OpenClaw agent skills reveals 9,515 security findings, with 30.6% rated HIGH or ...

As enterprises increasing depend on cloud services, living off the land has evolved into living off the cloud.

【本文由小黑盒作者@羊刀仙于03月10日发布，转载请标明出处！】 之前分享过如何用 Halo 2.0 搭建自己的博客站，不过对一部分用户来说，这类项目功能虽然完整，但也显得偏重了一些。相比之下，有些人更喜欢轻量、简洁，甚至只想要一个能稳定托管内容的小站。 最近我发现了一个新的博客项目 PaperGrid，整体风格比较轻量，支持 Markdown ...

Microsoft's AI Toolkit extension for VS Code now lets developers scaffold a working MCP server in minutes. Here's what that looks like in practice -- including the parts that don't work, and a simpler ...

The ‘Getting Started’ section is like the quick-start guide for a new gadget. It gives you the most important first steps, ...

Obtaining a geocoding api key marks the starting point for any location-based feature development. The process should be simple, but varies dramatically ...

In many ways, generative AI has made finding information on the Internet a lot easier. But, because LLMs are trained on past ...