Ted Huang · Open sourceTed Huang · 開源作品

Working software, built in the open.

能用的軟體，公開打造。

18 public projects from an engineer with twenty years in IT and security who now builds AI agent tooling. Each one has its own page in English and Traditional Chinese, and every page says what doesn't work yet.

18 個公開專案，來自一個做了二十年 IT 與資安、現在專心打造 AI agent 工具的工程師。每個專案都有自己的中英雙語介紹頁，也寫明還做不到的地方。

Browse projects瀏覽專案 About Ted關於 Ted

EN / 繁中Honest status on every page每頁都寫明目前狀態Source on GitHub原始碼都在 GitHub

Project directory專案目錄18 projects18 個專案

01AI toolsAI 工具Multi-model chat, review, memory多模型對話、審查、記憶6

02Agent infrastructureAgent 基礎建設Connectors, guardrails, memory連接器、護欄、記憶6

03Security and IT資安與 ITScanner, control plane, training掃描、控制平面、教材3

04Small things and notes小作品與筆記Toy, notes, utility玩具、筆記、工具倉庫3

18public projects個公開專案

20years in enterprise IT and security年企業 IT 與資安經驗

2languages on every page種語言，每一頁都有

From MUD wizard to AI agents

從 MUD 巫師到 agent

Code changes. The ideas don't. The heartbeat I learned about in a MUD is what keeps my agents running today.

Code 怎麼變，觀念都不會變。
我在 MUD 學到的心跳，現在用在 agent 上。

Text MUD
I got hooked on a text MUD as a kid and was still playing it in college.
Wizard and sysadmin
While I studied computer science at National Central University in Taiwan, I went from player to wizard, coding for that world and keeping its server running.
Corporate IT
Then I spent nearly twenty years at US companies, working on identity, endpoints, ERP, BI, CRM, and security.
Agents with a heartbeat
Long-running agents need a heartbeat too, a steady tick that keeps the work moving.

from player to wizard
then corporate IT
agents need a heartbeat too

I build AI agents with habits I picked up in the MUD and in twenty years of corporate IT. A MUD runs on heart_beat: every mob and NPC has one, and if it stops, poison never kicks in and nobody heals. Long-running agents need the same heartbeat.

文字 MUD
我從小迷上一個文字 MUD，一路玩到大學。
大學當巫師
在中央大學念資工時，我從玩家變成巫師，
幫那個世界寫程式，也顧它的主機。
企業系統
之後在美國將近二十年，
在企業裡做身分管理、端點、
ERP、BI、CRM 和資安。
同樣的心跳
長時間跑的 agent 也要有心跳，
事情才會一直往前走。

玩 MUD，後來當巫師
之後做企業系統
agent 也要有心跳

我小時候迷上一個文字 MUD，一路玩到大學。在中央大學念資工時，我從玩家變成巫師，幫那個世界寫程式，也顧它的主機。之後在美國將近二十年，在企業裡做身分管理、端點、ERP、BI、CRM 和資安。現在我用同樣的習慣做 AI agent 工具。heart_beat 是 MUD 最基本的概念，每一個 mob、每一個 NPC 都有心跳，世界靠心跳在流動。心跳沒在跑，毒不會發作，也不會回血。
長時間跑的 agent，也需要同樣的心跳。

01 · AI tools01 · AI 工具

AI that works where you already work.

在你熟悉的工具裡用 AI。

Ask ChatGPT, Claude, Gemini, and Grok together and let them check each other, from the desktop, the browser, the terminal, or Claude Code. Plus a companion that remembers your day on your own machine.

讓 ChatGPT、Claude、Gemini、Grok 一起回答、互相檢查，桌面、瀏覽器、終端機或 Claude Code 裡都能用。另外還有一個在你自己電腦上記住一整天的陪伴 app。