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You don't just have to use AI for coding. it can help you troubleshoot, too.

Researchers have found a never-before-seen piece of macOS malware that combines a series of clever tradecraft to infect Macs ...

AI can generate C# code far faster than you can fix it. Follow these best practices to ensure that your AI-generated C# is ...

The new PamStealer Mac malware appears to be surprisingly clever while it harvests data and login credentials in the ...

A newly discovered macOS infostealer verifies Mac login passwords before stealing sensitive data, giving attackers immediate ...

Security researchers have discovered PamStealer, a new macOS infostealer that validates your password via Apple frameworks ...

大家好，我是小林。 我猜你也遇到过的场景。 你在做一个项目，想加个小功能，于是打开 AI 编程工具，随手一句「帮我加个用户登录」。它刷刷刷写了一堆，你一看，嗯，还行。 然后你说「密码要加密」，它又改。你说「登录失败要有提示」，它再改。改到第三轮，你发现它把前面写好的注册接口给动了，某个地方莫名其妙就崩了。 于是你又得回过头去，一句一句跟它掰扯，这里不对，那里改回来。一个下午就这么耗掉了。 讲真，这 ...

With hardware prices spiraling, AI vendors ramping up token costs, and models becoming drastically slimmer and more economical, running AI models locally isn’t just going to be a good idea whose time ...

本文介绍一个完整的"AI智能体工厂"平台的设计与实现。该平台以本体模型（Ontology Model）作为中间表示层，打通了从原始业务需求到可运行AI智能体的完整链路：需求探索 → 本体建模 → 可视化验证 → 能力代码生成 → 技能封装 → Agent动态发布。 今天完整分享下最近通过AI编程实现的一个基于本体模型+AI大模型驱动的端到端AI智能体交付平台。包括需求分析，整体设计，核心功能实现。

Context graphs, graph memory, and ontologies for AI are converging. What does this mean for enterprise AI in 2026?

本文不讲概念堆砌，只带你从零跑通一条完整链路：装包 → 起服务 → 写入对话 → 强制抽取 → 搜回来 → 打开磁盘上的 Markdown 验货。 前言 其实我们日常中经常会遇到的问题是：「Agent 的记忆到底存在哪？换一台电脑、换一个 CLI，之前的上下文就全没了。