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<!DOCTYPE html>
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是 Ray 不是 Array
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<h1 class="text-2xl font-bold text-gray-900 dark:text-white leading-tight">是 Ray 不是 Array</h1>
<p class="text-sm text-gray-500 dark:text-gray-400 leading-relaxed">I'm a Software Engineer, and blogger.</p>
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<i class="bi bi-pen-fill mr-1.5"></i> 900+ Articles
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想開始 Vibe Coding？新手推薦先搞懂的這些基礎知識
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最近滿多朋友都跑來問我說「我也想用 AI 開發點東西，要從哪裡開始學？」，而這背後其實就是大家最近常聽到的 Vibe Coding。這一篇就來聊一下，新手如果想要踏入 Vibe Coding 的世界，到底有哪些基礎知識是推薦先搞懂的，例如 Git、命令列、UI Framework 等等，免得你做到一半才發現自己卡關卡到不知道該怎麼跟 AI 溝通。
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看懂 AI 規格表：Token、Context Window、算力，這些數字到底在講什麼？
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每次看到 AI 產品的介紹頁面，什麼 Token、Context Window、千億參數、每百萬 Token 多少錢，這些數字到底在講什麼？這篇文章從 Token、Context Window、算力、參數到 Temperature，一次把 AI 廠商最愛用的術語全部拆解清楚，讓你不再被行銷數字搞得霧煞煞。
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nvm
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Mac 上裝軟體到底該用哪種方式？Homebrew、官網下載、curl 完整比較
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如果你剛開始用 Mac 做開發，應該會發現安裝一個工具的方式有好幾種，像是去官網下載 .dmg、用 Homebrew 裝、用 curl 跑一段腳本，甚至同一個工具在不同教學裡面推薦的安裝方式還不一樣，這篇就來整理一下 Mac 上面常見的軟體安裝方式，搭配 Git、Node.js、Python、VS Code 這些實際例子，讓你知道什麼情境下該用哪種方式。
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AI Agent
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MCP
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從 3 分到滿分！讓你的網站通過 isitagentready AI Agent Readiness 完整攻略
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最近在社群上看到一個叫做 isitagentready.com 的網站評測工具，可以掃描你的網站是不是已經準備好讓 AI Agent 來存取跟互動了，結果我把自己的部落格丟進去一掃，居然只拿到 3 分（滿分 100），所以這篇就來分享我是怎麼從 3 分一路修到滿分 100 分的完整過程，包含每一項的修正方式跟中間踩到的坑。
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之前寫了一篇用 Cloudflare Workers 快取 Firebase Storage 圖片的文章，但後來想想快取終究只是在前面擋一層，Firebase 那邊的圖片還是在，帳單還是會跑，所以最後決定直接把兩個 Firebase Storage 的圖片全部搬到 Cloudflare R2，將近 4800 張圖片、2200 多個文章連結一次搞定，這篇就來記錄整個遷移過程，包含踩到的坑跟最終的架構。
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整理這些技術筆記真的很花時間，如果你願意 <strong>關閉 Adblock</strong> 支持我，我會把這份感謝轉換成更多「踩坑轉避坑」的內容給你！ヽ(・∀・)ﾉ
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如果你跟我一樣使用 Firebase Storage 來存放部落格的圖片，那你應該多少會有一個煩惱，那就是流量費用，每當有人造訪你的文章圖片就會從 Firebase Storage 下載一次，這些流量全部都算在你的 Firebase 帳單上，所以這篇文章就來聊聊如何用 Cloudflare Workers 搭配自訂子域名來快取圖片，而且整個方案完全免費、不需要信用卡。
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