Kaspersky says the attacks use phishing, GitHub-hosted payloads, CVE-2025-9491 LNK abuse, and Go2Tunnel-based tunneling.

Sysdig says JADEPUFFER used CVE-2025-3248 in Langflow to automate intrusion, credential theft, encryption, and data wipe.

Attackers exploited Langflow vulnerability CVE-2025-3248 to conduct an agentic AI-powered ransomware attack involving reconnaissance, credential theft, and lateral movement.

Citrix NetScaler received patches for another memory leak vulnerability similar to CitrixBleed, as well as memory overflow, file read and denial-of-service issues ...

Google has released A2UI v0.9, a framework-agnostic standard for AI agents to declare user interface intent across multiple ...

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 ...

Home Assistant 2026.7 simplifies automation with new intuitive triggers, an activity timeline, grouped updates, and many integrations.

作者 | Don 来源 | 至顶AI实验室 很多人觉得买本地AI硬件最怕选错机器。但这不是最常见的坑。最容易犯的错，是选对了机器，却用错了里面的芯片。 零刻（Beelink） 最新的 SER10，搭载 AMD Ryzen AI 9 HX470（代号 Gorgon Point），内置 CPU、iGPU、NPU 三颗加速芯片，AMD 宣称合计 86 TOPS ...