你的脚本就像老房子里的家电——能干活，但没接入智能家居系统。灯得手动开，空调得自己调，洗衣机得走过去按启动。而MCP Server，就是那个智能插座。 你手上有十几个Python脚本，能查数据库、能发通知、能生成报表。每个都跑得好好的。但AI叫不动它们。

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 ...

A newly disclosed flaw in Starlette has put Python-based AI services under pressure to patch systems that may expose protected endpoints through manipulated HTTP Host headers. The vulnerability, ...

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。一、背景在 OpenClaw、Claude Code 等产品出现之前，开发同学实现一个 Agent 的基本思路是：基于 LLM 实现一个 Loop 调用，配合 MCP ...

ESPHome 2026.5.0 has just been released with the beta version of the new ESPHome Device Builder web app that replaces the legacy in-tree dashboard with a real configuration editor, a firmware job ...

Drs Olivia Pagani and Ann Partridge discuss how to optimize the care plan for young patients with breast cancer, focusing on age-specific concerns such as fertility and long-term survivorship.

The Essential Cloud for AI™, today announced CoreWeave Sandboxes, an execution layer that gives AI researchers and platform teams secure, isolated environments for running reinforcement learning (RL), ...

BlueRock today announced the open source release of BlueRock MCP Python Hooks, a lightweight runtime observability tool for Python. It captures MCP server activity by inspecting the protocol, ...

With Flash GA, the company is attempting to transition from being a provider of raw compute to becoming the essential orchestration layer for the AI-first cloud.

Cybersecurity researchers have disclosed details of a stealthy Python-based backdoor framework called DEEP#DOOR that comes with capabilities to establish persistent access and harvest a wide range of ...

JAVAONE Oracle has shipped Java 26, a short-term release, and introduced Project Detroit, which promises faster interop between Java, JavaScript, and Python. Java 26 will be supported for just six ...