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。先看效果生产一个线上可运行的云端Agent Team只需1分13秒（73秒）回归正文：我们想解决什么我们看到身边四类人，各自卡在不同的地方：非技术同学有 AI 自动化需求 ...

This week, CISA tightened patching rules, hackers provoked AI scanners. An accused Russian intel hacker appeared in court.

Oracle PeopleSoft zero-day CVE-2026-35273 was exploited before Oracle's June 10 advisory, exposing data and triggering ...

The Vietnam-aligned threat actor known as OceanLotus has been attributed to two distinct campaigns that targeted domestic ...

Stack Overflow for Agents, now in public beta, lets AI coding agents query and write back to a verified knowledge corpus — ...

从M1到M8，再到RC1，Spring AI 2.0用8个里程碑向Java社区宣布了一个重要的战略方向：在AI时代，Java不会掉队，Spring生态已经给出了“官方答案”。 前言 不知道有多少小伙伴在工作中遇到过这样的场景：团队花了几个月时间，终于把一个RAG问答系统用LangChain4j从零搭 ...

Google DeepMind just rolled out Gemma 4 12B, a 12-billion-parameter model that can parse text, images, audio, and video ...

扩展选型的核心原则是”先核心后扩展、先简单后复杂”——从 CLAUDE.md 入手定义项目基本规则，再根据实际痛点逐步添加 Skills（可复用工作流）、MCP（外部服务连接）、Hooks（事件自动化）等扩展，避免盲目配置导致上下文浪费。 Claude Code 扩展选型与配置手册 ...

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 或代码层面自定义的工具来完成 ReactAgent；或者利用 Spring AI、LangGraph ...

The OpenAPI specification, and the Swagger suite of tools built around it, make it incredibly easy for Python developers to create, document and manually test the RESTful APIs they create. Regardless ...