DAG 不是 Agent 编排的答案，它是 Agent 最简单的特例。无环图天生不能循环、反思、重试、恢复。LangGraph 的 StateGraph + Pregel 引擎 = Agent 的操作系统内核：调度、持久化、恢复三个原语 DAG 一个都没有。 1.为什么你的 Agent 跑着跑着就卡住了？ 去年我在一个项目里写了这样一个 Agent：让它调研一个 GitHub 仓库，读 READM ...

LLVM powers the core development tools, operating systems, and most applications at Apple Computer, where it long ago ...

传统静态分析工具擅长发现空引用、未释放资源、编码规范问题和潜在性能隐患。但它们很难回答这样的问题：为什么 CustomerService 会同时调用 ERP、CRM 和支付系统？为什么修改这一个字段会影响十几个模块？ 几乎每一家成立超过十年的企业，都有一个“祖传 ...

Microsoft’s monthly update included 206 fixes for flaws in everything from Windows to Office to Exchange Server, not to mention three zero-days.

Standalone Offline Installer to enable (install .NET Framework 3.5 feature for Windows 10 Windows 10 images already contain language resources for .NET 3.5 this is basically an AIO for ...

Python might be the default for most AI and machine learning development, but what about other popular languages? Here’s what you need to know about using Java, Rust, Go, or C#/.Net for AI/ML. Learn ...

To download Windows 11 Build 26200.8037, open Settings > Windows Update, and check for updates. If you’re an enterprise, you can use WSUS to manage the updates, or you can also use third-party tools ...

There are two methods to use Driver Sweeper. Both methods achieve the same results. This method is always able to clean all files. This method will delete remaining ...

48.5.56 (32 bit) and 48.5.57 (64 bit) December 6th 2022 • Stability improvements to Office Tools 47.5.56 (32 bit) and 47.5.57 (64 bit) November 10th 2022 • Stability improvements to Office Tools ...

The Kestrel web server flaw allows request smuggling attacks, but the actual risk depends on the application code and deployment. Microsoft has patched a critical vulnerability in ASP.NET Core that ...

Ready to upgrade to Windows 11? Windows 11 delivers continuous innovations that make the everyday easier and help keep your PC running securely and efficiently. Check if your PC is eligible 1 to ...