These code samples are organized by platform or language. Each language directory contains a README with more information about how to run the samples for that particular language. Here, we cover ...
PCPJack built a 230-node SMTP relay from hijacked cloud servers, syncing verified proxies every five minutes for scalable ...
Google adds open source Agent Executor to support AI agents in production The new runtime could help enterprises address operational challenges tied to scaling AI agents in production, although ...
Explore the latest news and expert commentary on Application Security, brought to you by the editors of Dark Reading ...
Weekly ThreatsDay recap: old bugs, fake tools, shady payload tricks, AI mishaps, and the usual reminder that the internet is ...
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Beyond RAG: Why every AI search platform is now agentic and what that means for your content
AI search has outgrown simple RAG. Learn how today’s hidden AI retrieval systems decide whether your content gets surfaced or ...
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随着人工智能技术的飞速演进，智能代理（AI Agent）已从单一任务执行工具向多模态协同系统转变。传统单智能体工具在复杂业务场景中逐渐暴露出局限性，如任务处理能力单一、跨系统协作困难、企业级部署复杂等问题，难以满足现代业务对智能化、自动化的 ...
AutoGen 退居维护模式、MAF 上位，是 Agent 框架生态正在发生的一个广泛变化。简单来说：框架的竞争正在从"谁的 Agent 更智能"转向"谁的 Agent 更容易生产化"。 把多 Agent 系统从原型代码推到生产环境，要做的工作远比想象中多。可观测性怎么接入？中间件怎么插？
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