在真实工程项目中，不使用 LangChain、LangGraph、CrewAI 等框架，纯用 Python + LLM API 手动实现 AI Agent 不仅完全可行，而且在许多场景下是更优选择。 Anthropic 官方明确建议开发者”从直接使用 ...

进入2025年，行业术语发生了深刻的变化，“Agent ...

Learn how lattice-based PQC secures Model Context Protocol (MCP) transport layers against quantum threats using NIST standards like ML-KEM and ML-DSA.

Discover the top 10 configuration management tools for DevOps teams in 2026. This comprehensive guide reviews their features, ...

The world tried to kill Andy off but he had to stay alive to to talk about what happened with databases in 2025.

作者：zishanshi随着通用大模型向着agentic以及GUI理解增强的方向发展，现在Gemini 3 Flash等通用大模型已经可以直接用来搭建一个效果还不错的GUI ...