Posts
All the articles I've posted.
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Cross-Model Review — Stop Letting AI Grade Its Own Homework
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跨模型互審——讓 AI 不再自己審自己
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Stop Dismissing Gemini — Four Use Cases Where Nothing Else Comes Close
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別一味貶低 Gemini——四個其他家打不過的 Use Case
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Gemini 3.5 Flash Reddit Reviews — 3x Price, Vision Regression, Tool Calling Disaster
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Gemini 3.5 Flash Reddit 實測彙整——貴三倍、Vision 退步、Tool Calling 災難
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Have Claude scan an MCP before you install it—it found 7 vulnerabilities and still said it's safe to install
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裝 MCP 之前先讓 Claude 幫你掃——找到 7 個漏洞，但說這個可以裝
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Scope Discipline: five rules—client small talk ≠ scope expansion authorization, must go into every future contract
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Scope Discipline 五條——客戶閒談 ≠ scope 擴張授權，未來合約必含
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YouTube Data API large-file upload tested: 216 MB succeeds, 257 MB hangs—threshold around 220-250 MB
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YouTube API 大檔上傳卡死實測——216 MB 過 / 257 MB 不過，門檻約在 220-250 MB
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MBA × AI Case Method—avoiding HBS licensing risk, finding open case materials, training seed instructors
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MBA × AI Case Method——避開 HBS 授權風險、找開源案例素材、訓練種子教師
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Three moves to firepower-demo Agentic AI at your company—desktop cleanup, conflicting meeting notes, multi-version emails
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在公司火力展示 Agentic AI 的三招——桌面整理、會議紀錄、信件多版本
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Reflection after a 200-person online AI lecture—the energy of the classroom 10 years ago, back again
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200 人線上 AI 講座結束後的感言——10 年前實體教室那種時光，又回來了
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Why Obsidian is something special to me, and why I only made this video now
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Obsidian 為什麼是個特別的存在——我為什麼到現在才拍這部影片
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Seven gotchas from running Resend and Gmail email workflows—HTML templates, scheduled_at, Cloudflare, open-rate alignment
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Resend 跟 Gmail 寄信工作流踩坑七連——HTML 模板、scheduled_at、Cloudflare、開信率對齊
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Covey's time management matrix, now with Claude Code—how each quadrant shifts
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Covey 七個習慣的時間矩陣放上 Claude Code 之後——每一格的時間分配怎麼變
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Two MCP servers for Taiwan public data—what mcp-taiwan-legal-db and Twinkle Hub are each good for
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台灣公開資料兩個 MCP 評測——mcp-taiwan-legal-db 跟 Twinkle Hub 各適合什麼場景
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What I only learned after taking on enterprise AI training—prep time, the client liaison, instructor flexibility, and how to pick a consultant
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親自接 AI 企業培訓之後才知道的事——準備時間、甲方對接、講師應變、選顧問訊號
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How to tune Opus 4.7's effort, and why I still keep non-coding tasks on Sonnet 4.6 medium
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Opus 4.7 的 effort 怎麼調，跟為什麼我非編程任務還是停在 Sonnet 4.6 medium
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Claude Code Desktop vs CLI right now—why I think beginners should just start with the desktop app
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Claude Code 桌面版跟終端機現在差在哪——我為什麼覺得初學者直接從桌面版開始就好
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2026 Model Personality Watch: Gemini, Claude, Codex Compared
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2026 模型脾氣觀察：Gemini、Claude、Codex 的個性對比
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Why You Keep Hitting Limit: Six Observations on Claude's Subscription Economics
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為什麼你會一直 hit limit：Claude 訂閱經濟學的六個觀察
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Three Channels for Tracking Anthropic
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追蹤 Anthropic 動態的三條管道
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Jack Dorsey Cut 40% and Rebuilt: The Shape of Companies in the AI Era
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Jack Dorsey 把公司裁掉 40% 重建：AI 時代的組織形狀
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Judging AI Risk on Two Axes: Reversibility × Environment Isolation
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判斷 AI 風險的兩個維度：可逆性 × 環境隔離
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GPT-image-2 Wants Fewer Constraints — Plus a Consistency Drill
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GPT-image-2 越少約束越好，加上一個一致性練習
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Moving from Claude Code to Codex: I Built a Skill to Handle It
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從 Claude Code 搬家到 Codex：我做了一個 Skill 自動處理
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You're mass-applying with AI. They're mass-screening with AI. Who wins?
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你用 AI 海量投履歷，他用 AI 海量篩履歷：最後誰贏了？
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Is your AI subscription worth it? A night market steak framework
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AI 訂閱費值不值？夜市牛排思考框架
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Lost 10 kg After Ten Years of Failure — Because of Claude's Quota
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Teaching non-technical people AI: five things the tech world assumes everyone knows
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睽違十年瘦了 10 公斤——竟然是因為 Claude 額度不夠
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帶麻瓜學 AI：技術圈習以為常、但他們從來不知道的五件事
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AI community digest W18: Claude detects Codex cheating, GPT 5.5 guardrails confuse everyone
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AI 社群週報 W18：Claude 偵測到你在偷用 Codex、GPT 5.5 的過濾器到底鬆了沒
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1M context isn't about holding more — it's about managing better
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Knowledge base deep clean: using AI to find months-old problems
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1M Context 不是裝更多，而是管理更好：Claude Code Session Management 心法
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Claude Code this week: 1M context as a management problem, quota anxiety goes collective, SpaceX takes Cursor
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Two Worlds of Web-Based Claude Code Setup
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See the Outside, Think the Inside: Two Claude Skills That Pair
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Three design mistakes I keep seeing in enterprise AI training
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Nine video production bugs I hit in April 2026
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2205% subscriber growth in two weeks: how one video opened the algorithm
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Claude Code 這週整理：1M Context 怎麼用、額度焦慮集體發作、Cursor 被 SpaceX 搶走
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網頁版 Claude Code 環境設定的兩個世界
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看清外面、想清裡面：兩個 Claude Skill 的分工
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幫企業導入 AI，教案設計最常犯的三個錯
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知識庫大掃除：用 AI 幫你找到埋了幾個月的爛帳
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自動化影片製作管道：2026 年四月踩過的九個坑
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頻道訂閱兩週漲 2205%：一支影片怎麼把演算法打開的
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A Legal Counsel Used Claude Code to Catch Patent Infringement — Days Down to Hours
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法務用 Claude Code 抓專利侵權，從幾天變成一天
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My Claude Code Automation Stack: /loop, Monitor Tool, the Skill System, Obsidian Reflection Reviews
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我家的 Claude Code 自動化工作流：/loop、Monitor Tool、skill 體系、Obsidian 反思週報
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Six Months with Claude Code: From First Affection to Hesitation, From Overtime to Detox, From Mandarin Circles to the Thai Community
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Claude Code 用了半年：從好感到猶豫、從加班到 detox、從中文圈到泰國社群
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Two Months of Claude Code Harness Ops: Crashes, Zombies, Cache Misses, and Plan Mode Edges
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Claude Code Harness 兩個月運維史：當機、殭屍、快取、Plan Mode 的邊邊角角
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AI-Era Business Routes: Auto-Generated Posts, the Skill Poisoning Theory, and Why I Started Rooting for OpenAI
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AI 時代的經營路線之爭：自動化貼文、Skill 投毒論、跟我期待 OpenAI 的理由
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A Teacher's Responsibility: How a 15-Year Cram School Instructor Sees AI-Era Course Quality
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教學者的責任心：15 年補教老師怎麼看 AI 時代的課程品質
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Claude Code This Week: Offloading CLAUDE.md, Quota-Saving Tricks, Ghostty Click Fix
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Claude Code 這週整理：分擔 CLAUDE.md 的進階設定、省 quota 技巧、Ghostty 點擊設定
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Opus 4.7 After One Week: From the System Card to the Roasting, Where Did It Go Wrong?
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Opus 4.7 上線一週：從系統卡到火烤文，到底哪邊出了問題
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90% of People Are Two Years Behind: The Real AI Adoption Gap
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Claude Code Subscription Guide: The Real Gap Between Pro and Max
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Why Claude Code Only Reaches Its Full Potential in the Terminal
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90% 的人落後兩年：AI 採用的真實落差
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Claude Code 訂閱怎麼選：從 Pro 到 Max 的真實落差
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為什麼 Claude Code 在終端機裡才是完全體
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What Anthropic Did This Time: Cache Reduction and Token Anxiety Injection
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Claude Desktop App Got a Redesign — Here's Why I'm Still Using the Terminal
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hermes-CCC: Bringing All 46 Hermes Agent Capabilities into Claude Code
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Obsidian vs NotebookLM: Which One Works for Claude Agent Automation?
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Anthropic 這次幹了什麼：快取縮水與 Token 焦慮注射
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Claude Desktop App 改版了——以及我為什麼還是用終端機