Author profile
Attitude is Everything. @golangtw Co-Organizer / LINE Taiwan Technology Evangelist. Golang GDE.
Browse the latest writing surfaced through DevArt.
![[Workshop][Gemini CLI] Building with AI 2026: Hands-on with Gemini CLI and Official MCP to Launch a Google Drive LINE Bot from Scratch](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fs84og66tsslbeg8wx63u.png)
(Event: Build with AI 2026 @ Google Taipei 101 / Presentation: SpeakerDeck / Materials:...
Evan Lin12 min read
(Image source: Google Blog - Gemini API File Search is now multimodal: build efficient, verifiable...
Evan Lin11 min read![[GCP Practice][BwAI] AI-Powered Development: Quickly Deploy a LINE Bot Cloud Backup Tool with Gemini CLI](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Feh70l7bu3x2uk9miobku.png)
Background In the upcoming Build With AI 2026 workshop, we're bringing a very practical...
Evan Lin4 min read
Background Recently, in order to enable AI coding assistants (such as Claude Code or...
Evan Lin3 min read
Background After solving the LINE Bot's Vertex AI migration, I started thinking: Could...
Evan Lin3 min read
Background In the previous practical session, we used Gemini 3.1 Flash Live to achieve...
Evan Lin4 min read
Background Recently, the LINE business card assistant robot (linebot-namecard-python)...
Evan Lin3 min read![[Gemini] Building a LINE E-commerce Chatbot That Can "Tell Stories from Images"](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbpjhlyqfj4qdvmzgakok.png)
參考文章： Gemini API - Function Calling with Multimodal GitHub:...
Evan Lin10 min read
Reference articles: Gemini API tooling updates: context circulation, tool combos and Maps...
Evan Lin10 min read
Background Google released Gemini 3.1 Flash Live at the end of March 2026 March,...
Evan Lin10 min read
Reference links: Agent Skill Hub Repository whisperASR Reference Example GitHub Pages Official...
Evan Lin3 min read
參考連結： A2AS.org 官方網站 linebot-adk 專案認證頁面 這篇文章記錄了我在維護 linebot-adk (LINE Bot Agent Development Kit)...
Evan Lin4 min read
(Image generated by Nano Banana - Gemini Image Generation) References: OpenClaw Official...
Evan Lin4 min read
WFH在家工作的成功祕訣 美國中小企業最佳CEO教你高效、彈性、具團隊精神的企業競爭新優勢 How to Thrive in the Virtual Workplace : Simple and...
Evan Lin6 min read
前言: 這是一篇為了 04/18 跟 Google Developer Group 合作的 BUILD WITH AI (BWAI) WORKSHOP...
Evan Lin4 min read
References: Gemini API - Function Calling with Multimodal GitHub:...
Evan Lin9 min read
s Background Yesterday, I attended the Google Developer Year-end 2025 event hosted by...
Evan Lin4 min read![[Gemini CLI] Google Developer Knowledge API and MCP Server: Equipping Your AI Assistant with an Official Knowledge Base](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F0bt1aabdr4t9a8x05txf.png)
References: Introducing the Developer Knowledge API and MCP server Google Knowledge MCP...
Evan Lin5 min read
Previous Article Recap In the previous article, we explored how to implement Agentic...
Evan Lin6 min read![[Gemini][Python] LINE Bot AP2 Integration Series (Part 2) - Revisiting the Spec and Implementing a Credential Provider](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fvb04isx9ml5d9o29l85q.png)
Preface This is the second article in the LINE Bot AP2 integration series. In the first...
Evan Lin9 min read![[Gemini 3.0][Google Search] Building a News and Information Assistant with Google Search Grounding API and Gemini 3.0 Pro](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fooywnh5ncq5s1rq9l8a4.png)
前情提要 在開發 LINE Bot 時，我想改進純文字搜尋功能：讓使用者輸入任何問題後，AI 能自動搜尋網路資訊並整理回答，同時支援連續對話。傳統做法需要串接多個...
Evan Lin10 min read![[TIL] Three-Hour Interview with Ji Yichao, Chief Scientist of Manus (Later Acquired by Meta)](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fpdrt6ua8o4yeqvy5lnmx.png)
(完整影片) 前言 這一篇 Manus (後來被 Meta 收購) 首席科學家 季逸超 的三小時訪談，真的是許多人 AI...
Evan Lin3 min read
Background After completing the Multi-Agent Orchestration architecture for LINE Bot,...
Evan Lin7 min read
訂閱經濟 - 如何用最強商業模式，開啟全新服務商機 (Subscribed) 原文作者： Tien Tzuo、Gabe Weisert 譯者： 吳凱琳 出版社：天下雜誌出版 ...
Evan Lin1 min read
我45歲學存股，股利年領200萬: 投資晚鳥退休教師教你「咖啡園存股法」，讓股市變成你的搖錢樹 作者： 謝士英 出版社：采實文化 出版日期：2020/06/28 Enter...
Evan Lin5 min read
透過這個 EmbedChain 可以抓取許多種資料，這個圖片是測試他去抓取 「2023年LINE官方帳號方案價格調整，重點一次掌握」網頁上的資料來回覆給使用者。 官方帳號在哪一天調整價錢？...
Evan Lin2 min read
Image A Image B Background When maintaining the linebot-helper-python...
Evan Lin10 min read
前言 大家好，我是 LINE Taiwan 的 Technical Evangelist - Evan Lin。這次很開心回到 Golang 社群參加了...
Evan Lin9 min read![[Golang] Do You Like Golang? Become a Go GDE (Google Developer Expert)](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6p9jebt660rvfn9pruif.png)
前言 三年前（2016/08/21）第一次報名的大型研討會演講，就是在 COSCUP 講「如何透過 52 個專案來學習 Golang 」 。 之後就是舉辦 golang.tw...
Evan Lin7 min read![[TIL][Go] How to Install a Beta Version of Go](https://media2.dev.to/dynamic/image/width=1000,height=500,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Ftsxk2tul4t09rshcgdx2.png)
Go 1.13rc1 在 08/22 推出，裡面包含了一些新的功能讓人想試試看。但是僅僅想要測試新的語言功能卻不希望更改工作環境的設定。這裡提供一個新的方式，就是直接將最新版本到 Go binary...
Evan Lin1 min read