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 ...

DNS 隧道这类通道还有一个特点：单次查询几乎不产生可观测的业务影响，所以你很难用传统的错误率或延迟指标把它捞出来。它只能靠出网面的收敛程度来防，不能靠检测来兜。把出口收成一条、把开关从监控链路里摘出来、把演练做成例行，这三件事做完，剩下的就是时间问题。

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...

You've started studying Python, but"What can I actually build with Python?"I'm sure many of you are thinking this.Variables, if statements, for loops.You've started to get the hang of them.But you don ...

I copied research notes and configuration files for small business tools to a different folder. Since the copy process ...

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.

Docker Agent simplifies building and connecting AI agents using YAML files. Eliminate Python boilerplate and run agents on ...

Azure File Share storage offers fully managed file shares in the cloud that are accessible via the industry standard Server Message Block (SMB) protocol. Azure file shares can be mounted concurrently ...

Python 3.15 is out with explicit lazy imports, UTF-8 as the default encoding, frozendict and sentinel types, the Tachyon ...

store NumPy arrays in TIFF (Tagged Image File Format) files, and read image and metadata from TIFF-like files used in bioimaging. Image and metadata can be read from TIFF, BigTIFF, OME-TIFF, GeoTIFF, ...

Researchers have released openCFS, a fully open-source finite-element package that couples electromagnetics, acoustics, ...

Say goodbye to .msix and .msixbundle files in your email (unless your admin whitelists them).