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Attitude is Everything. @golangtw Co-Organizer / LINE Taiwan Technology Evangelist. Golang GDE.
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![[AI in Action] Refining a macOS Meeting Translation App with Claude Code: Auto-reconnect, Floating Captions, and Meeting Minutes Export Evolution](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F5w2lr0jyuw7me0350aov.png)
Foreword: Round Two, Switching to a Sharper Tool In the previous article, we used AGY...
Evan Lin10 min read![[Gemini API in Action] Building MemeFinder: A Native Mac Menu Bar Widget for Finding Memes via Text Using Gemini Vision & Semantic Embeddings](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fbjjl8qvwghok1wcofsec.png)
The Origin: Mid-Conversation, Where on Earth Is That Meme? Anyone who chats a lot has a...
Evan Lin10 min read![[Gemini API] Gemini Batch API and Webhook API practical usage on restaurant survey](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%2Fzyfgncl2qh3n7f3xpmjo.png)
A Powerful Tool for Asynchronous Processing: Gemini Batch API & Webhooks When...
Evan Lin7 min read![[I/O Extended Taipei] Building with Gemini APIs: From Calls to Autonomous Systems](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%2Fhs22jga5dlbwf0pp9qys.png)
(Activity: Google I/O Extended 2026 Taipei / Presentation: SpeakerDeck) Context: The...
Evan Lin6 min read
Brand New API Unveiled: Gemini 3.5 Live Translate On June 9, 2026, Google officially...
Evan Lin6 min read![[AI Practice] Building blazing-Fast AI Mac OS App with Antigravity 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%2F0c46l59dnusxpmnao70k.png)
Foreword: A Developer's New Collaboration Model Imagine this scenario: you are...
Evan Lin5 min read![[GCP Practical] LINE Business Card Bot](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%2F51ixx8tpbh4lc7167hqw.png)
Upgrade Preamble After refactoring the agent based on Vertex AI ADK, our LINE Name Card...
Evan Lin5 min read![[Gemini][Agent] Google Managed Agents API](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%2Fdh4oc4fcr0t5zi6n1dq7.png)
(Image Source: Google Cloud Docs - Managed Agents on Agent Platform) Preamble: The era of...
Evan Lin11 min read
Background With generative AI entering daily development, the AI assistant in the...
Evan Lin4 min read
Preface In the previous article, we successfully upgraded the LINE business card...
Evan Lin8 min read![[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 readAdvertisement