Now vibe coding, so learning hammer FE ?https://channel.meo-ai.comhttps://channel.meo-ai.com/posts/632https://channel.meo-ai.com/posts/632Mon, 11 May 2026 02:36:26 GMT<span class="post-title-source">《cc-connect：本地AI编程助手连接消息平台桥梁》</span><br /><br />标签：<a href="/search/result?q=%23%E5%BC%80%E5%8F%91%E5%B7%A5%E5%85%B7" title="#开发工具">#开发工具</a> <a href="/search/result?q=%23AI%E7%BC%96%E7%A8%8B%E5%8A%A9%E6%89%8B" title="#AI编程助手">#AI编程助手</a> <a href="/search/result?q=%23ClaudeCode" title="#ClaudeCode">#ClaudeCode</a> <a href="/search/result?q=%23CursorAgent" title="#CursorAgent">#CursorAgent</a> <a href="/search/result?q=%23GeminiCLI" title="#GeminiCLI">#GeminiCLI</a> <a href="/search/result?q=%23Codex" title="#Codex">#Codex</a> <a href="/search/result?q=%23Telegram" title="#Telegram">#Telegram</a> <a href="/search/result?q=%23%E9%A3%9E%E4%B9%A6" title="#飞书">#飞书</a> <a href="/search/result?q=%23%E9%92%89%E9%92%89" title="#钉钉">#钉钉</a> <a href="/search/result?q=%23Slack" title="#Slack">#Slack</a> <a href="/search/result?q=%23Discord" title="#Discord">#Discord</a> <a href="/search/result?q=%23WeChatWork" title="#WeChatWork">#WeChatWork</a> <a href="/search/result?q=%23LINE" title="#LINE">#LINE</a> <a href="/search/result?q=%23QQ" title="#QQ">#QQ</a> <a href="/search/result?q=%23Weibo" title="#Weibo">#Weibo</a><br /><br />总结：<br />cc-connect 是一个开源的本地AI编程代理桥接工具，让你可以在飞书、钉钉、Telegram、<mark class="highlight">Slack</mark>、Discord、企业微信、LINE、QQ、微博甚至个人微信等11个平台上，随时随地"聊天式"操控 Claude Code、Cursor、Gemini CLI、Codex 等10+种AI编程助手。无需公网IP，手机发消息就能让AI写代码、改Bug、做数据分析，真正实现" anywhere, anytime "的AI开发体验。<br /><br />文章要点：<br />• 超全平台覆盖：支持飞书、钉钉、Telegram、<mark class="highlight">Slack</mark>、Discord、企业微信、LINE、QQ、微博、个人微信等11个主流聊天平台，大部分平台无需公网IP即可直连，手机/平板随时操控<br />• 10+AI助手全家桶：完美桥接 Claude Code、Codex、Cursor Agent、Gemini CLI、Kimi CLI、Qoder CLI、OpenCode、iFlow CLI、Pi、Devin 等，还支持 ACP 协议兼容的任何新代理<br />• 聊天里掌控一切：通过 /model 切换模型、/mode 调整权限模式、/dir 切换工作目录、/new 管理会话、/cron 设置定时任务，所有操作都在聊天窗口完成<br />• 多Agent协同作战：支持在一个群聊里绑定多个AI机器人，让Claude和Gemini互相配合、接力完成任务，实现"AI团队"协作<br />• 多模态与记忆：支持语音消息（STT/TTS）、图片截图、文件收发；Agent记忆持久化，/memory 指令随时读写，避免重复交代背景<br />• Web管理后台：内置完整的Web Admin UI，支持项目CRUD、会话监控、定时任务编辑、Provider管理，5种语言界面，零配置上手<br />• 安全隔离：支持 Linux/macOS 下的 OS-User 隔离运行，不同项目可用不同Unix用户启动Agent，配合 cc-connect doctor 做安全审计<br />• 生命周期钩子：支持7种事件类型（消息收发、会话启停、定时触发、权限请求、错误）触发Shell命令或HTTP Webhook，方便集成CI/CD<br /><br />URL：<a href="https://github.com/chenhg5/cc-connect" target="_blank" rel="noopener" title="https://github.com/chenhg5/cc-connect">https://github.com/chenhg5/cc-connect</a><a class="tgme_widget_message_link_preview" href="https://github.com/chenhg5/cc-connect" target="_blank" rel="noopener" title="Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, Slack, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant f..."> <div class="link_preview_site_name accent_color">GitHub</div> <img class="link_preview_image" alt="GitHub - chenhg5/cc-connect: Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark…" src="/static/https://cdn4.telesco.pe/file/M-04PydT5gW4rcIPW4KSwDPeNsC5DA5PqVg9kwvkJR-cgMf6NQom0dbu4zEAwwsdh56kUmjmIJcS32L7V02LSVKv_qKb3KuT08N0a93BdKfRTtUCFYrXoxu-udiEyKZJTHeYbR3Vwj_Ld_uA5mEoupizPHBy4LXHB8jrhC8LoHPHPAVxzTeYL1owyNiUBDJpCsJwuFMELS38RRZiChR000ibomIme0CHHzVWu4BLttWjSX7kslLifjkVgB3XcP0HJdh3FRjdK6ABiBUJZ-OEf6IoUqccSTRj1xXCFSKUSB8xxard8Tts-sKrcUDP7b-Bk7oKAWesYRgBNcBu3po45g.jpg" width="1200" height="630" loading="eager" /> <div class="link_preview_title">GitHub - chenhg5/cc-connect: Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark…</div> <div class="link_preview_description">Bridge local AI coding agents (Claude Code, Cursor, Gemini CLI, Codex) to messaging platforms (Feishu/Lark, DingTalk, <mark class="highlight">Slack</mark>, Telegram, Discord, LINE, WeChat Work). Chat with your AI dev assistant f...</div> </a>https://channel.meo-ai.com/posts/629https://channel.meo-ai.com/posts/629Fri, 08 May 2026 23:24:01 GMT<span class="post-title-source">《Mirage：AI Agent的统一虚拟文件系统》</span><br /><br />标签：<a href="/search/result?q=%23AI_Tools" title="#AI_Tools">#AI_Tools</a> <a href="/search/result?q=%23AI_Agent" title="#AI_Agent">#AI_Agent</a> <a href="/search/result?q=%23%E6%96%87%E4%BB%B6%E7%B3%BB%E7%BB%9F" title="#文件系统">#文件系统</a> <a href="/search/result?q=%23Python" title="#Python">#Python</a> <a href="/search/result?q=%23TypeScript" title="#TypeScript">#TypeScript</a> <a href="/search/result?q=%23SDK" title="#SDK">#SDK</a> <a href="/search/result?q=%23S3" title="#S3">#S3</a> <a href="/search/result?q=%23Slack" title="#Slack">#Slack</a> <a href="/search/result?q=%23GitHub" title="#GitHub">#GitHub</a> <a href="/search/result?q=%23Redis" title="#Redis">#Redis</a> <a href="/search/result?q=%23%E7%BC%93%E5%AD%98" title="#缓存">#缓存</a> <a href="/search/result?q=%23OpenAI" title="#OpenAI">#OpenAI</a> <a href="/search/result?q=%23Vercel_AI_SDK" title="#Vercel_AI_SDK">#Vercel_AI_SDK</a> <a href="/search/result?q=%23LangChain" title="#LangChain">#LangChain</a><br /><br />总结：<br />Mirage 是一个专为 AI Agent 设计的统一虚拟文件系统，它将 S3、Google Drive、<mark class="highlight">Slack</mark>、Gmail、Redis 等数十种后端服务挂载到同一棵文件树下。Agent 只需用熟悉的 Unix/bash 工具（如 grep、cat、cp）就能跨服务读写数据，无需学习 N 个 SDK 或 MCP。支持 Python/TypeScript SDK 和 CLI，可嵌入 FastAPI、Express 等应用，并内置双层缓存（索引缓存 + 文件缓存）减少网络开销，兼容 OpenAI Agents SDK、Vercel AI SDK、LangChain 等主流框架。<br /><br />文章要点：<br />- 统一挂载，万物皆文件：把 S3、GDrive、<mark class="highlight">Slack</mark>、GitHub、MongoDB、Redis 等后端并排挂载到同一个根目录下，Agent 看到的始终只有一棵树<br />- 零学习成本：任何懂 bash 的 LLM 都能直接上手，用 <code>grep</code>、<code>cat</code>、<code>cp</code>、<code>wc</code> 这些经典命令跨服务操作，不用记新 API<br />- 双层缓存省流量：自带索引缓存（目录列表）和文件缓存（对象字节），默认用内存，也可切 Redis 共享给多进程/多机器<br />- 多语言 SDK + CLI：提供 Python 和 TypeScript（Node / Browser / Core）SDK，以及轻量 CLI，可嵌入你的 FastAPI、Express 或浏览器应用<br />- 主流框架即插即用：已适配 OpenAI Agents SDK、Vercel AI SDK、LangChain、Pydantic AI、CAMEL、OpenHands 等<br />- 工作空间可移植：支持克隆、快照、版本化管理，Agent 运行环境能在机器间迁移而不必重新配置<br /><br />文章URL：<a href="https://github.com/strukto-ai/mirage" target="_blank" rel="noopener" title="https://github.com/strukto-ai/mirage">https://github.com/strukto-ai/mirage</a><a class="tgme_widget_message_link_preview" href="https://github.com/strukto-ai/mirage" target="_blank" rel="noopener" title="The World's First Virtual Terminal for AI Agents. Contribute to strukto-ai/mirage development by creating an account on GitHub."> <div class="link_preview_site_name accent_color">GitHub</div> <div class="link_preview_title">GitHub - strukto-ai/mirage: The World's First Virtual Terminal for AI Agents</div> <div class="link_preview_description">The World's First Virtual Terminal for AI Agents. Contribute to strukto-ai/mirage development by creating an account on GitHub.</div> </a>