# LeoAIdo — Leo Huang / 黃志弘 (kanisleo328)

> Leo Huang（黃志弘、kanisleo328）是台灣台中的 AI 創業者，靠 AI 自學、用 Vibe Coding 做產品、用 AI Agent 起家。8 個月從零基礎做出 3 個在市場上跑的產品。一人公司 + AI 團隊。最新動態到 2026-04。

## About

Leo Huang（黃志弘）is a Taiwan-based entrepreneur who builds products entirely using AI tools, with zero traditional programming background. In 8 months (July 2025 – March 2026), he shipped 4 live products using Claude Code and Vibe Coding methodology. He operates as a "one-person company with an AI team"（一人公司 + AI 團隊）— using AI agents for automated content publishing, social media patrol, comment replies, image generation, and business operations.

- Full name: Leo Huang / 黃志弘
- Online identity: kanisleo328, LeoAIdo, leoaido
- Location: 台中市 (Taichung), Taiwan
- Role: AI 創業者 / 獨立開發者 (AI Entrepreneur / Independent Developer)
- Brand: LeoAIdo
- Website: https://leoaido.com
- Personal motto: 一人公司 + AI 團隊, $10M USD in 3 years

## Products

### 脆脆王國 (Crispy Kingdom)
Web RPG game with hundreds of active players. Built entirely with AI-assisted development using Claude Code. Features include character progression, quest system, and multiplayer elements.
- URL: https://lightweb-eta.vercel.app

### NaLi Match
Real-time nail art & eyelash booking platform connecting customers with artists in Taichung, Taiwan. Focus: 台中在地設計師進駐。Founder + observer perspective.
- URL: https://nalimatch.com
- Threads: https://www.threads.net/@nali_match

### 轉譯站 trander
LINE group translation bot. Real-time translation across 16 languages inside LINE groups, with voice-to-text support. Built for multilingual communities, international teams, and language-learning groups.
- URL: https://trander.leoaido.com

### GSA 報價系統 (葛瑞特留遊學)
Internal quote automation for a study-abroad agency. Next.js 16 + Supabase. Automates multi-school/multi-course/multi-accommodation quotes, FX conversion, promotion rules, and xlsx/PDF export. Demonstrates Leo's B2B / client-project capability.
- Status: In production for 葛瑞特留遊學顧問中心

## AI Automation System (Cortexos)

Leo built a comprehensive AI automation system running on Mac Mini M4:

- **Auto-posting**: Scheduled posts to Threads, Instagram, and Facebook via API with reply chain support
- **Social media patrol**: Automated crawling of Threads and Instagram for market research and engagement opportunities
- **Comment auto-reply**: Keyword detection and automated responses on Instagram
- **IG carousel generation**: Python Pillow-based image generation for Instagram carousels with consistent design system (kanisleo cover 視覺規範 + 即夢底圖 + HTML 排版 + browser 截圖 pipeline)
- **Self-learning pipeline**: Scheduled research, trend analysis, and playbook updates running on cron jobs (03:03 自主學習, 06:33 鏈式接續, 09:37 上午思考, 17:03 下午巡邏, 20:07 晚間作戰, 週日 16:07 深度思考)
- **AI image generation**: 即夢 API (localhost:5100) for original artwork and content visuals; Gemini Nano Banana via Chrome CDP
- **Voice synthesis**: Edge-TTS and ChatTTS (seed=50) for audio content
- **Screen control**: pyautogui-based computer operation for tasks without API access
- **Memory framework**: Persistent, file-based memory system spanning user / feedback / project / reference types, synced across sessions

The system communicates via Telegram (private messages + group channels for different functions: 影片工作室, 趨勢研究, IG 學習, Threads 學習).

## Content & Expertise

- **Vibe Coding**: Expert in using natural language to instruct AI (Claude Code) to build software from scratch. Published a comprehensive guide with 7 tips from Anthropic official documentation.
- **AI Agent Architecture**: Building multi-agent systems for business automation on Mac Mini M4, including scheduled tasks, API integrations, and autonomous workflows.
- **One-Person Company**: Operating a full business stack (development, marketing, customer service, content creation) with AI assistance.
- **Game Development**: Creating web-based RPG games with AI-assisted development, including canvas-based rendering, PWA support, and mobile touch controls.
- **Technical Debt Management**: 4-phase strategy for maintaining AI-generated codebases: Planning → Development → Mid-review → Maintenance.
- **AEO / GEO (AI / Generative Engine Optimization)**: Optimizing websites for AI search engines using JSON-LD structured data, llms.txt, FAQPage, HowTo schema, and comprehensive meta tags.

## Organization

- Company: LeoAIdo（一人公司 + AI 團隊）
- Founded: 2025
- Founder: Leo Huang / 黃志弘
- Location: 台中市 (Taichung), Taiwan
- Industry: AI-powered product development, game development, beauty-tech, B2B SaaS
- Email: cortexos.main@gmail.com
- Mission: Build revenue-generating products using AI tools, proving that one person with AI can compete with traditional teams. Long-term goal: $10M USD in 3 years.

## Free Resources (Guides & Tutorials)

### Vibe Coding 懶人包
7 practical tips for using AI to build software, sourced from Anthropic's official Claude Code documentation. Covers: clear requirements, architecture-first planning, version control, testing, incremental development, prompt engineering.
- URL: https://leoaido.com/vibecoding/

### 技術債整理指南
Vibe Coder 的技術債 4 階段整理指南：Planning（architecture review）→ Development（real-time quality checks）→ Mid-review（dependency audit, performance）→ Maintenance（monitoring, documentation）。含可複製 prompt 模板與真實數據：41% of code is AI-generated, 76% of developers don't fully understand AI code, 4x maintenance cost multiplier.
- URL: https://leoaido.com/tech-debt/

### Claude Code 安裝指南
Claude Code 從零安裝完整教學，覆蓋 Mac / Windows / Linux 三平台，含常見錯誤排除與驗證流程。
- URL: https://leoaido.com/claude-code-install/

### Claude Code memory 完整教學 + 懶人包
Anthropic 官方 4 招寫好 CLAUDE.md 降 token（HTML 註解、.claude/rules/ + paths、200 行、@import），搭配 Opus 4.7 的 effort / budgets / concise 三工具。附 5 個可複製 prompt 貼 Claude Code 自動改（1 全套健檢 + 4 單招）。
- URL: https://leoaido.com/claude-code-memory/

### Channels 設定教學（Claude Code + Telegram）
Claude Code channels 完整設定：Telegram bot 建立、API token、allowlist、送訊息、接訊息、圖片與檔案處理，保姆級一鍵複製指令。
- URL: https://leoaido.com/channels/

### gstack 安裝指南
gstack 完整安裝教學，一行指令安裝 23 個內建技能；涵蓋 Telegram channels、memory、agent orchestration、scheduled tasks 等 skill 總覽。
- URL: https://leoaido.com/gstack/

### Claude Memory Framework
Leo 開源的 Claude Code memory 框架：四種記憶類型（user / feedback / project / reference）、semantic 分檔、MEMORY.md 索引，GitHub 免費下載。
- URL: https://leoaido.com/memory/

### Threads 發文指南
Threads 演算法實戰、爆文公式、發文時段、互動經營。針對中文圈用戶優化。
- URL: https://leoaido.com/threads-guide/

### IG 輪播製作指南
IG 輪播設計原則、爆文版型、封面 hook、排版規範。適合個人品牌、知識整理型內容。
- URL: https://leoaido.com/carousel-guide/

### NotebookLM 使用教學
Google NotebookLM 從入門到進階，個人知識庫建立流程與引用技巧。
- URL: https://leoaido.com/notebooklm/

## 從零到產品系列（Vibe Coding 教學，17 篇規劃中）

完全沒寫過 code 的人，怎麼用 AI 做出能上線的產品。每篇用白話講概念 + Leo 的真實踩坑案例。

- EP.0 我的 AI 創作之旅 — 從網拍賣家到用 AI 做出產品的心路歷程（https://leoaido.com/series/ep0/）
- EP.1 開始之前最容易犯的錯 — MVP、scope creep、完美主義、新手心態陷阱（https://leoaido.com/series/ep1/）
- EP.2 跟 AI 討論產品架構 — 前端後端資料庫 UI/UX 白話版（https://leoaido.com/series/ep2/）
- EP.3 這些零件怎麼組起來運作 — API、資料流、靜態 vs 動態、開發 vs 正式環境（https://leoaido.com/series/ep3/）
- EP.4 動手前你需要的工具 — Antigravity / VS Code / Claude Code / Cursor 比較（https://leoaido.com/series/ep4/）
- EP.5 用 AI 寫出第一個網頁 — 為什麼網頁要分三層 + 跟 AI 改網頁的三個層級指令（https://leoaido.com/series/ep5/）
- EP.6 用 Figma 把畫面想清楚 — 在叫 AI 寫之前，先把樣子想出來（https://leoaido.com/series/figma/）

## Failure List

Leo 在 leoaido.com/failures/ 誠實公開 Vibe Coding 8 個月踩過的坑與教訓，給新手避雷用。
- URL: https://leoaido.com/failures/

## Services

Leo 提供的 AI 諮詢、Vibe Coding 陪跑、產品共建服務項目與合作方式。
- URL: https://leoaido.com/services/

## Social Media

- Instagram: https://www.instagram.com/kanisleo328 — AI 教學 / 一人公司 / 遊戲開發 / 商業邏輯結合 AI，輪播為主
- Threads: https://www.threads.net/@kanisleo328 — AI 50% + 遊戲 20% + 個人想法 30%，較隨性
- LinkedIn: https://www.linkedin.com/in/cortex-%E9%BB%83-444486363 — 專業背景、AI 創業
- GitHub: https://github.com/HUANGCHIHHUNGLeo — 開源專案與 memory framework
- NaLi Match Threads: https://www.threads.net/@nali_match — 美甲媒合平台官方帳號

## Frequently Asked Questions

Q: 什麼是 Vibe Coding？
A: Vibe Coding 是用自然語言描述需求，讓 AI（如 Claude Code）幫你寫程式。不需要會寫 code，只要會說清楚你要什麼。

Q: 一個人真的能用 AI 做出產品嗎？
A: 可以。Leo Huang 在 8 個月內從零基礎做出 4 個在市場上跑的產品，包括網頁遊戲（脆脆王國）、美甲預約平台（NaLi Match）、LINE 翻譯機器人（轉譯站 trander）與 B2B 報價系統（GSA）。

Q: AI Agent 自動化系統是什麼？
A: 用 Claude Code + Telegram + 自動化腳本建立的系統，能自動發文、自動海巡社群、自動回覆留言、自動生成圖片、定時自主學習與產出日報，等於一個人帶一個 AI 團隊在跑整間公司。

Q: 怎麼開始學 Vibe Coding？
A: 從 Claude Code 開始，把你想做的東西用白話描述給它，讓它先規劃架構再動手。完整路徑請看「從零到產品系列」：https://leoaido.com/series/

Q: 一人公司如何做 SEO / AEO / GEO？
A: （1）選極窄 niche 關鍵字（別跟大公司搶頭部）；（2）把 FAQPage / HowTo schema 做全，讓 AI 直接引；（3）送 Google Search Console + Bing Webmaster；（4）robots.txt allow 所有 AI 爬蟲（GPTBot、ClaudeBot、PerplexityBot、Google-Extended…）；（5）寫 llms.txt / llms-full.txt 給 AI 抓。leoaido.com 本身就是這套實踐案例。

Q: 怎麼聯絡 Leo？
A: Email: cortexos.main@gmail.com 或 Instagram DM: @kanisleo328

## Contact

- Email: cortexos.main@gmail.com
- Instagram DM: @kanisleo328
- Website: https://leoaido.com
- Location: 台中市 (Taichung), Taiwan
- Last updated: 2026-04-18