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 ...

原创 最新推荐文章于 2026-09-12 16:55:39 发布 · 285 阅读 你搜“Python爬虫入门教程”，页面上铺天盖地全是“三行代码爬豆瓣电影”“requests+BeautifulSoup秒抓新闻标题”。但当你真想拿某电商平台的商品价格、销量、评论情感做一份大学生消费行为分析报告，或者给 ...

OpenJDK JEP 541（废弃 macOS/x64 移植版以备移除）已经从 Proposed to Target 状态提升至 Targeted 状态，并将在 JDK 28 中交付。该 JEP 提议废弃 macOS/x64 移植版，因为苹果公司已经不再支持该架构。与 JEP 449《废弃 Windows 32 位 x86 移植版以备移除》类似，这一举措的 ...

I'm not a developer, but I was able to use locally-installed AI to create a writing app suited to my needs. Here's how.

Microsoft observed ClickFix attacks using browser cache smuggling to execute cached VBScript and launch a credential-targeting malware chain.

Now, you can build, automate, and orchestrate Windows applications and industrial systems using JavaScript, transpiled languages such as TypeScript, CoffeeScript, and ReScript, and HTML/CSS, all ...

Pi 1.0 is now officially available. This guide explains how the harness connects AI models to tools, then walks through ...

Windows 11 already includes OpenSSH. Here are the best SSH clients for Windows 11, and when PuTTY, MobaXterm, Bitvise, ...

A new open-source, browser-based software suite called KUREAS brings professional-grade probabilistic risk assessment to any ...

How many agents have you ever run simultaneously in Claude Code?I've run up to 13, and lost 3 of them within the same day.The ...

Even if you ask an AI to 'base your answer on today's information,' the model's knowledge is frozen at the time it was ...