Ahrefs官方MCP已停更，这份指南教你用API v3密钥在Claude、Codex等工具中自行配置，避开MCP密钥坑。
The first thing that will happen when you connect Ahrefs to an AI client is that nothing happens. No error, no tools, just a server that sits there lo…
零安装让Claude直读本地文件夹，免费版也能用的浏览器扩展。
Article URL: https://github.com/vincentping/claudeFS Comments URL: https://news.ycombinator.com/item?id=49098890 Points: 2 # Comments: 0
三大SEO工具关键词搜索量天差地别，到底该信谁？深度解析数据差异背后的真相。
I have analyzed the same keyword on 3 different very popular seo tools but they gave me very different results For example: - Semrush: 422K volume - A…
函数秘密共享新方法破解大模型推理安全与效率难题，ICML 2026录用论文。
arXiv:2606.09551v1 Announce Type: cross Abstract: Two-server secure inference allows a client to query a hosted large language model (LLM) without rev…
在AWS上部署CodeGraph时，用EventBridge解决SQLite写入竞争和实时同步的实战经验
며칠 전 CodeGraph - AI 코딩 에이전트를 위한 코드 지식 그래프 라는 글을 읽었습니다. Claude Code나 Cursor 같은 AI 코딩 에이전트가 코드베이스를 탐색할 때 매번 grep과 Read를 반복하면서 토큰을 태우는 문제를, 미리 만들어둔 코드 지식…
Ahrefs数据加持的AI营销代理，智能分析、自动执行，营销效率新高度。
The AI Marketing Agent Powered by Ahrefs Data Discussion | Link
多智能体AI状态传输的架构困境，AWS Lambda+EFS给出弹性解决新方案
If you are building a multi-agent AI system on AWS, you will quickly hit a massive, hidden architectural wall: State Transfer. In a multi-agent framew…
一个为战略情报AI代理打造的审计层：用JSON schema、CLI和MCP协议，让LLM输出从“听起来合理”变成“可审计可追溯”——开源、可直接CI集成，适合政策、制裁、地缘风险等需要严格证据链的场景。
Article URL: https://github.com/vassiliylakhonin/agenda-intelligence-md Comments URL: https://news.ycombinator.com/item?id=48160912 Points: 1 # Commen…