FBI Warns of TeamPCP Cyberattacks Targeting Trivy, LiteLLM, KICS in Major Software Supply ...

The FBI has warned that TeamPCP compromised trusted developer tools to steal cloud credentials, deploy malware, extort ...
Visual Studio Magazine

Spring AI 2.0 Goes GA, Giving Java Developers a More Mature AI App Stack

Spring AI 2.0 advances the Java framework for generative AI apps with a Spring Boot 4 baseline, cleaner agentic tooling, Model Context Protocol support and vendor-backed integrations including Azure ...
Israel Defense

Hundreds of Open Source Projects Exposed to CI/CD Attack Pattern

A new supply chain vulnerability pattern could be quietly affecting hundreds of open source projects, according to research from Israeli AI security start-up Novee Security.The firm has dubbed the ...

LangGraph 1.0：别再用 DAG 写 Agent 了，你的 Agent 需要一个操作系统

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 ...