Anthropic Tool Calling Updates Cut Tokens 30–50% in Multi-Step Agent Tasks

Anthropic updates tool calling to reduce token use; tool search cuts tokens up to 80%, making larger tool sets practical.
Visual Studio Magazine

How I Built a 'Journalist' AI Agent in VS Code to Replace Me

Having long ago seen the handwriting on the wall for the journalism profession with the debut of GenAI, I decided to just cut to the chase and build my replacement now.
Security Boulevard

APT37 Adds New Capabilities for Air-Gapped Networks

IntroductionIn December 2025, Zscaler ThreatLabz discovered a campaign linked to APT37 (also known as ScarCruft, Ruby Sleet, and Velvet Chollima), which is a DPRK-backed threat group. In this campaign ...
The Next Web

AI agents, outdated training and live search grounding

AI assistants struggle with stale training data. Integrating live search can keep answers current and grounded in fresh sources.
InfoQ中国 on MSN

构建代理式MLOps：一种基于A2A和MCP的分层协议策略

引言 随着软件行业进入智能体时代，开发者和架构师面临着一个熟悉的挑战。正如微服务的兴起需要标准化的通信模式，如REST和gRPC，专业AI智能体的激增需要一个强大的框架，使它们能够有效地发现、通信和协作。