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Last active May 16, 2026 03:35
一台电脑桌面环境的"AI integration"版本答案——给学术/工程人群

一台电脑桌面环境的"AI integration"版本答案——给学术/工程人群

先把问题问对

现在叫"AI 桌面"的东西基本都是同一个模式:AI 是一个独立 app,你 Cmd-Tab 切过去和它对话。Apple Intelligence、Copilot、Cursor、各种 sidebar 都是这个模式。这不叫 integration,叫 colocation

真正的 deep integration 应当满足三个判据:

  1. 任何上下文都自然流动到 agent——光标位置、选中文本、当前 workspace、最近活动、相关笔记,无需复制粘贴。
  2. agent 的输出可以落到任何应用——不只是 chat 窗口,而是编辑器、IME、邮件、终端、vault、剪贴板。
import Combine
enum SDKError: Error{
case err0
}
typealias OnSuccessCallback<T> = (_ result: T) -> Void
typealias OnFailureCallback = (_ error: SDKError) -> Void
struct APIDemo{
func api1(param:String, onSuccess:OnSuccessCallback<Int>, onFailure: OnFailureCallback){
### Keybase proof
I hereby claim:
* I am lingoer on github.
* I am aemaeth (https://keybase.io/aemaeth) on keybase.
* I have a public key ASDdnHBHIoMKXlNx5CxQMxHqg0hPu47yW00UMmqE6PHMVgo
To claim this, I am signing this object:
apt-key adv --keyserver hkp://keys.gnupg.net --recv-keys 379CE192D401AB61
sh -c "echo 'deb https://dl.bintray.com/cpaasch/deb stretch main' > /etc/apt/sources.list.d/mptcp.list"
apt-get update
apt-get install linux-mptcp
"Advanced options for Ubuntu>Ubuntu, with Linux 4.14.70.mptcp"
wget --no-check-certificate -O shadowsocks.sh https://raw.githubusercontent.com/teddysun/shadowsocks_install/master/shadowsocks.sh
chmod +x shadowsocks.sh
./shadowsocks.sh 2>&1 | tee shadowsocks.log