This article lists the top 10 Windows installation pitfalls for AI agents and how to fix them. If you face issues with AI ...

DeepSeek V4 Pro 昨天发布，DeepSeek Harness（dsh）开发者预览版同步开源。本文从实战演示到源码架构，逐层拆解这套系统的设计哲学与技术细节。 大家好，我是玄姐。 DeepSeek V4 Pro 昨天发布，DeepSeek Harness（dsh）开发者预览版同步开源。这不是又一个 API 客户端，也不 ...

当今的 AI 社区对 Harness 这个词已经不陌生了。其原本的含义是马具、线束、约束装置等，向上抽象一下，其作用是把力量连接到可以工作的机构上，同时又不让这股力量脱缰。具体到 AI 上，Harness 负责的是把模型接到文件系统、Shell、代码编辑器、网页和其他 Agent 上，同时记录它做了什么、限制它能做什么，并在出错时决定是重试、取消、压缩上下文，还是把问题交还给用户。

In this tutorial, we configure and operate Kimi CLI as a fully non-interactive AI coding agent. We install the CLI through uv with an isolated Python 3.13 environment, configure Moonshot API ...

In this tutorial, we build an advanced workflow around Anthropic’s financial-services repository and reproduce its skill-driven architecture in pure Python. We ...

Threat actors are continuing to exploit a critical Langflow vulnerability as part of fresh attacks designed to deliver a Monero cryptocurrency miner. The activity has been found to weaponize ...

I tried out how to run Forge neo in a Python 3.14 environment. Currently, it supports Python 3.13 by default, so I think it will eventually become usable without having to do various things. Regarding ...

Building autonomous AI agents has, until recently, felt like assembling a fragile house of cards. You stitch together Python libraries, wrestle with dependency conflicts, and cross your fingers that ...

A sophisticated Python-based Remote Access Trojan (RAT) named PyRAT has emerged, evading major antivirus engines while delivering cross-platform control over Windows, Linux, and macOS systems.

Developers spend a huge chunk of their time in the terminal like running commands, reading logs, debugging scripts, working with git, managing servers, and automating ...