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創作幕後、工具分享與靈感隨筆
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AI Image動漫風格大對決：六家開源模型 30 題實測，從賽璐璐、恐怖漫畫到水墨動畫
用 30 組動漫題、同一組 seed，實測 Mage-Flow、Krea2、Boogu、Z-Image、Qwen 2512、Ideogram 4 六家開源模型：王道人像、90 年代復古、恐怖漫畫、可愛吉祥物、2.5D 賽璐璐、水墨動畫全部下場，附一組「風格錨點」對照實驗。
August 7, 2026·1 min read
AI Image開源圖像編輯模型大亂鬥：JoyAI、Klein、Qwen 2511、Mage-Flow、Boogu 的 18 道考題
五個開源圖像編輯模型、18 道編輯考題、同一組來源圖與 seed：移除物件、改視角、換季、改表情、多行英文、中文字全部實測。誰聽話、誰保真、誰的文字最漂亮，一次看完。
August 7, 2026·1 min read
AI ImageMage-Flow Edit 實測：16 道編輯考題測完四個變體，加碼對決 Boogu Edit
用 16 道編輯考題（替換、移除、換季、改視角、改文字⋯⋯）實測微軟 Mage-Flow Edit 的四個變體，再拉 10B 的 Boogu Edit 同場對照。4B 的小模型在圖像編輯上，指令執行力意外地兇。
August 6, 2026·1 min read
AI Image微軟 Mage-Flow 實測：4B 小模型四變體同場對決，順便挑戰 Krea2
用同一套 35 組 prompt、同一組 seed，實測微軟 Mage-Flow 的 Standard/Turbo × bf16/int8 四個變體，再拉 Krea2 Turbo 同場對照。4B 參數、MIT 授權的輕量模型，到底能打到什麼程度？
August 5, 2026·1 min read
AI ImageKrea2 三款「細節外掛」實測：一個是放大鏡、一個是美顏師、一個是打光師
社群上有一堆號稱「讓 AI 圖更細緻」的 LoRA 外掛，名字都叫 Detailer 或 Enhancer，到底差在哪？我用同一批題目、同一組亂數種子，把三款外掛在三個 Krea2 模型上各跑一輪——結果它們根本是三種不同的職業。
July 29, 2026·1 min read
AI Image讓 Claude 指揮三個 AI 訂閱生圖：Codex、Antigravity、Grok 35 組盲測
我把同一套 35 組 prompt 交給 Claude，讓它指揮 Codex（ChatGPT 訂閱）、Antigravity（Gemini 訂閱）、Grok 三個 CLI 各生一張圖。我先盲測選出每組我主觀覺得好看的一張，Claude 再用「有沒有照 prompt 做」評一輪——兩份結果一對照，發現「聽話」和「好看」真的不是同一件事。
July 27, 2026·1 min read
AI Image四家開源 T2I 同題對決，外加一樁「拒繪」懸案：Ideogram 4 為什麼連浣熊釣魚都不畫？
Boogu、Z-Image、Qwen 2512、Ideogram 4 用同一套 35 組 prompt 同 seed 對決（Krea2 Turbo 壓陣）。結果評比做到一半變成偵探劇：Ideogram 4 拒繪率 17%，被擋的全是無害題——追到最後，兇手不是內容審查。
July 27, 2026·1 min read
AI ImageKrea2 微調模型大亂鬥：官方 Turbo 對決四個社群微調，35 組同 seed 實測
用同一套 35 組 prompt、同一組 seed，實測 Krea2 官方 Turbo 與四個社群微調（Kreamania v3/v4/v5、Muse）。誰最有藝術感？誰最適合商業廣告？附完整對照圖與 prompt 分享。
July 25, 2026·1 min read
Dev NotesOne Logo, Three AIs, Four Fonts — 我讓三個 AI 從手寫 Logo 延伸品牌字型
Same handwritten logo, same brief, three AI agents — and four different font families came back. What the experiment revealed about the ceiling of AI type design, why picking a base font is a taste decision, and why licensing is the real deep water. 同一個手寫 Logo 交給 Claude、Codex、Grok 三個 AI 做品牌字型， 最後學到的是：字型設計裡哪些能自動化、哪些不能。
July 24, 2026·1 min read
Behind the WorkBehind the Scenes: POLAR AURORA — 我玩三分鐘找到的 Bug，贏過它自己寫的 51 項測試
我描述了一隻圍著紅圍巾、在極光下奔跑的企鵝，AI 把它做成了一個零素材的偽 3D 跑酷遊戲，還寫了 51 項自動化測試給自己打分數——全數通過。然後我玩了三分鐘：太難了，企鵝還會原地轉圈。這篇是那之後發生的事：三個數學錯誤、一隻用人類反應速度玩遊戲的機器人，和一個「輸了也在前進」的魚幣經濟。
July 16, 2026·1 min read
AI Image四個 AI 接力做一支片：我只出主意，成品能直接發佈嗎？
過去我的每支 AI 影片都是自己一步步做的：想分鏡、寫 prompt、生圖、餵影片模型、下載、剪接。這次換個做法——我只說了一句「我想要奇幻花朵開花、每段不同的花、連續變幻、4:5」，剩下交給 AI agent 指揮四個工具接力完成。這篇記錄這場「完成度測試」的結果：哪些環節 agent 自己搞定了，哪些地方還是得有人類在場。
July 16, 2026·1 min read
Dev NotesAsk the Tool, Not the Docs — 模型清單不會告訴你的事
A seven-day trial, a new model, and one question worth asking on day one: what's actually in your hands? The model list won't tell you.
July 15, 2026·1 min read
Behind the WorkBehind the Scenes: Hospital Infection Defense — When My Tests Were Grading the Wrong Game
I turned my retro tank game into a hospital infection-control game — where using the wrong tool isn't just weak, it's the lesson. This time the reused engine made it fast, 45 automated checks went green, and yet the scariest bug wasn't in the game at all: for a while my tests were quietly grading a different game entirely.
July 12, 2026·1 min read
Behind the WorkBehind the Scenes: IRON VANGUARD — I Can't Code, But I Shipped a Tank Game
I can't read code. But I loved tank battle games on the Famicom as a kid, so I described the game I remembered in plain language and let AI build, test, and deploy it. All 43 automated checks passed — then ten minutes of actually playing found the bug none of them caught.
July 12, 2026·1 min read
Behind the WorkBehind the Scenes: Midnight Hospital — Codex Built It, Claude Shipped It
I wrote a puzzle-game prompt for my AI workshop students, then had to prove it actually works. OpenAI's new model built the whole game in a day — four interlocking puzzles, 32 automated tests, GPT Image 2 scene art — and burned nearly my entire weekly quota doing it. It died one step before deployment. So a second AI picked up where the first one stopped, reading its predecessor's work notes from a shared memory. Those notes had one problem: every Chinese character had turned into "????".
July 12, 2026·1 min read
AI ImageKrea 2 vs Midjourney — 不是誰比較好，而是什麼時候用誰
用同一個 prompt 比模型？那不公平。這次讓 Midjourney 和 Krea 2 各自用最擅長的方式出圖，11 組併排對比，畫出一張「什麼時候該用誰」的使用場景地圖。
July 1, 2026·1 min read
AI Image2026 開源 T2I 繁體中文實測：五大模型誰寫得最正確？
ERNIE-Image Turbo、Qwen-Image-2512、Boogu Base、Z-Image、KREA 2 Turbo — 用 53 組 prompt 全面測試繁體中文文字渲染與美感表現。「濱」這個字，有模型寫得出來嗎？
July 1, 2026·1 min read
Behind the WorkBehind the Scenes: Mecha Morphing Sequence
一個蒸汽龐克愛好者的機械變形夢——從 SDXL + LoRA 逐幀生圖到 Kling 動態生成，最花時間的竟然是金屬碰撞的配音。
June 30, 2026·1 min read
Behind the WorkBehind the Scenes: Blessing of the Flower Goddess
一個敦煌舞愛好者遇見「敦煌萌娃」LoRA——小花神的故事就這樣在腦中完整浮現。Flux 逐幀生圖 × Kling 動態 × 剪映剪輯的早期 AI 影片製作紀錄。
June 29, 2026·1 min read
Behind the WorkBehind the Scenes: The Gate to the Uncanny
七扇門、七個不該存在的世界——用 ComfyUI Flux 逐幀生成的超現實奇幻短片製作全紀錄。
June 29, 2026·1 min read
AI ImageKREA 2 新增 8 種 LoRA 風格全比較：從復古動漫到兒童塗鴉
KREA 2 官方大更新——原本 4 個 LoRA 換成 9 個，風格從復古動漫、雨窗、塔羅牌到兒童塗鴉都有。同一個 Prompt 跑 10 種風格，看看哪個最對你的胃口。
June 28, 2026·1 min read
AI ImageBoogu Image 0.1 實測：開源文字渲染新標竿？
用 ComfyUI 實測 Boogu Image 0.1 三個變體（Base、Turbo、Edit），分享 10 組 prompt 與生成結果，誠實比較文字渲染、攝影品質、風格轉換的表現與限制。
June 27, 2026·1 min read
Behind the WorkBehind the Scenes: Global Journey — From a Screenshot to Six Continents in One Take
How a screenshot became a six-continent AI film — reverse-engineering prompts with Gemini, generating with MidJourney, and animating with Seedance (即夢).
June 24, 2026·1 min read
AI ImageKREA 2 實測：中文 Prompt 能用嗎？四種官方 LoRA 風格全比較
KREA 2 是目前美學最強的開源生圖模型。實測中文 Prompt 能不能直接用？四種官方 LoRA 風格差在哪？附完整 Prompt 和 ComfyUI 簡易安裝說明，讓你直接跑。
June 24, 2026·1 min read
Tool ShowcaseGlobal Journey Prompt Planner — 把 97 個地標裝進一個工具
How I turned a 920-line HTML page of MidJourney prompts into a full prompt planning tool — with an interactive map, style templates, route planner, and 97 landmarks across six continents.
June 24, 2026·1 min read
Behind the WorkBehind the Scenes: Cat Walking — From One Prompt to Eight Worlds
How a single Midjourney prompt of a cat in a metallic tunnel became an 8-episode surreal short film series — each world built from one visual idea and a lot of re-rolls.
June 23, 2026·1 min read
Behind the WorkBehind the Scenes: Miniature Hanfu Kitchen — Festivals & Sweets
Mid-Autumn moonlight, red turtle cakes for blessings, and blueberry tanghulu under the stars — the second half of the miniature kitchen series, where every pastry fought back.
June 23, 2026·1 min read
Behind the WorkBehind the Scenes: Miniature Hanfu Kitchen — Street Food Edition
How a love for street food became a miniature cooking series — tiny hanfu figures chasing chickens, stirring woks, and pulling noodles in a world the size of a teacup.
June 23, 2026·1 min read
Behind the WorkBehind the Scenes: Parallel 2026 — The Brass Age
A Kling Challenge entry became a whole parallel universe — where 2026's tech runs on brass gears, steam projectors, and ornithopters over Gothic London.
June 23, 2026·1 min read
Behind the WorkBehind the Song: Cat Parade Jazz — Whimsical Parade & Vintage Swing
Two jazz parades, one city, zero humans allowed — how the Cat Parade Series traded narrative for pure rhythm.
June 22, 2026·1 min read
Tool ShowcaseSeamless Pattern Designer PRO — 無縫圖案組合器
Compose motifs into seamless tiles, inspect with seam heatmap, and export print-ready PNG/PDF. All in the browser.
June 1, 2026·1 min read
Dev NotesCity Map 3D — 從 OpenStreetMap 到 Three.js 的 3D 城市
I found a repo that turns OpenStreetMap data into 3D buildings. So I put it on my site — with search, fog, and Morandi colors.
May 27, 2026·1 min read
Dev NotesGrowing Vines on a Manuscript — 在手抄本上長藤蔓
I saw a dragon follow a cursor across a medieval page, and the text just moved out of the way. So I made my own version — with magnolia flowers.
May 14, 2026·1 min read
TutorialGPT 圖片生成「迷你分身」完整教學
從基礎到進階，教你用 GPT-image 生成超可愛迷你分身。場景道具、動作設計、手寫塗鴉、微縮模型⋯⋯26 種變化一次拆解，附完整 Prompt 範例。
May 13, 2026·1 min read
TutorialAI 生圖 Prompt 教學：10 種風格一次學會
用 GPT-image 和 AI 生圖工具，一張照片就能變出 10 種風格！迷你分身、漢服寫真、手繪插畫、微縮世界⋯⋯附完整 Prompt 範例與拆解教學。
May 12, 2026·1 min read
Behind the WorkBehind the Scenes: Light Seeds — The Forest of Tomorrow
How a fairytale about glowing seeds became a short film about green energy, renewal, and the quiet power of believing the earth still wants to grow.
March 26, 2026·1 min read
Behind the WorkBehind the Song: Waltz of the Shadows
A Gothic Halloween waltz where every character has a story that doesn't end well — and that's exactly the point.
March 25, 2026·1 min read
Behind the WorkBehind the Song: Waltz With You This Christmas
How the Cat Duke's second chapter became a Christmas waltz about composure, longing, and the courage to extend a hand.
March 25, 2026·1 min read
Behind the WorkBehind the Song: Neon Mirage
A neo-punk K-pop music video about a girl in a neon maze — how illusion, control, and self-awakening became a song.
February 18, 2026·1 min read
Tool ShowcaseCreativeOS — 一站式 AI 創意工作站
19 tools in one place — from AI image generation to print-ready sticker sheets. Built because I got tired of switching between 10 different apps.
February 18, 2026·1 min read
Tool ShowcaseOutfitLab — AI 穿搭實驗室
Upload a photo, describe what you want to wear, and see the result in seconds. No changing room needed.
February 18, 2026·1 min read
Behind the WorkBehind the Scenes: Creating The Superbug Crisis
A short film born from clinical reality — how I turned the invisible threat of antimicrobial resistance into an AI-driven cinematic experience.
January 6, 2026·1 min read
Behind the WorkBehind the Song: The Duke of Amber Lights
How a foggy steampunk city and a cat with a brass cane became a waltz — the story behind The Duke of Amber Lights.
January 6, 2026·1 min read