先说一个具体的场景。 你让一个搜索引擎帮你找一段计算"整数中最低位1"的代码。搜索池里有五段代码，长得几乎一模一样，只有一两个字符的差别。其中一段是对的，能通过全部九个测试；另外四段各自藏着一个小bug，跑起来就会出错。

用自然语言在 Figma 中画 UI：Figma Console MCP 设计创建工作流完整实战（figma_execute + 视觉验证闭环） 【免费下载链接】figma-console ...

本内容遵循CC 4.0 BY-SA版权协议 这是一棵可增量生长的文章树。本系列只覆盖「单 Agent 范式」这一层：一个 LLM 在循环中基于环境反馈使用工具，直到任务完成或触发停止条件。 工作流范式（五种编排模式）、多 Agent 范式（拓扑与协调）、框架选型属于同级的 ...

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Hello, this is Nishizawa, a Cloudflare enthusiast.I started using note in September 2026. I moved articles from my previous ...

Researchers found a way around Manus' guardrails and got it to execute a simple email prompt injection attack.

A new comprehensive survey maps more than 40 agentic AI systems across nine task domains, revealing a shared architectural core, persistent failure modes and thirteen open challenges on the road to ...

In the early hours of September 25, 2026, the server logs for the site we operate showed a clear change in how OpenAI's ...

The new chief executive taking over at Verra Mobility is the third person to hold the Arizona firm's CEO job since June.

At the end of a summer Jed Hoyer called “unlike any season I’ve been through,” the Chicago Cubs president of baseball operations said the team’s late-season fade and postseason collapse ...

PS Logistics has filed a counterclaim against Rollins Montgomery claiming he intentionally forced the company bearing his ...