Justin Lee @lis186
iOS / User Experience / AI 🩻 ccxray https://t.co/YBmVPYLGw1 🗺️ SourceAtlas https://t.co/vW9dki2m1I 🚃 臺灣火車通勤助手 https://t.co/iwH8ex0T3k Taipei Joined April 2007-
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@rudrank @hanamizuki 🥳 Welcome back to Taiwan! Looking forward to finally meeting you in person at the conference.
我在生成式 AI 開發者年會,分享了駕馭工程,包括有投影片和九篇系列文章: 給 Agent 開發者的 Harness + Loop Engineering 系列 ihower.tw/blog/13721-har…
A dev got so frustrated watching his AI agent write 500 lines for a 5-line problem that he built a fix. He called it Ponytail. Named after the guy every team has - long ponytail, oval glasses, been there longer than the version control. You show him fifty lines; he looks at them, says nothing, and replaces them with one. Now your agent does the same. Before writing anything, it looks for a reason not to. 80-94% less code. 47-77% cheaper. 3-6x faster. The best code is the code you never wrote. GitHub Repo: github.com/DietrichGebert…
剛剛正式把 #台灣火車通勤助手 服務切換到 TypeScript 版了,零停機完成轉移。 切換前做了 A/B 對比測試。新版平均快 40%。舊版測試中還噴了一次 502,新版零錯誤。 Fable 5 完成重構,Codex 完成測試,Claude Code 擬定回滾計畫、完成部署和切換。三個 AI 各司其職,一天內從重構程式碼到正式上線。 最意外的是: 1. 寫出來的東西直接就能上線,一路測到底全部過關,反應速度還更快。 2. Fable 5 被禁止出口,希望週一可以重新上線。
Fable 5 把近 190 個 nodes 的 n8n workflow 用 typescript 重寫同時加上說明文件,1 shot 直接完成,執行時間 5 小時。加上 Deploy 用 Opus 4.6,花費 160.40 USD。 睡一覺起來重構就完成了,實是太嚇人了。 由 #ccxray 統計
Anthropic 最重要的贡献,可能不是做出了 Claude Fable 5,而是证明了这种级别的模型是可以被训练出来的,而且周期并没有大家想象得那么长。 一旦路径被验证,OpenAI 会跟,Google 会跟,国产厂商大概率也会跟。Fable 5 关门当然能延缓扩散,但关不住方向。 技术革命最有意思的地方就在于,很多时候最难的不是复制,而是证明它能做到。一旦有人证明了,剩下的往往只是时间问题。
🤣🤣🤣
Dario and @AnthropicAI tonight... Nobody will notice a little rename, right?
@huang47 我有用 rtk 節省呼叫 CLI 時的 token 消耗。我不確定是否有直接關係。 github.com/rtk-ai/rtk
接上次WWDC2026的照片重构 Spatial Reframing 已经把它移植到了 iPhone 上,模型在手机上运行 做成了一个原生 iOS App:OpenReshoot 即使不是 iOS 27,也可以体验到“拍完照片后重新移动相机”的效果 普通照片选进来后,可以直接在手机上拖动视角,满意后再生成当前角度的最终照片 代码也开源了👇 #AI #Apple #WWDC26 #iOS27 #CoreML #ComputerVision #GenerativeAI
苹果刚在 WWDC 2026 演示的空间重构(Spatial Reframing) 我只花了1个小时,就把它复现出来了 照片拍完之后,可以重新“移动相机” 视频如下👇 #AI #Apple #WWDC26 #iOS27 #ComputerVision #GenerativeAI
Esto me acaba de soltar Fable 5: "Lo que más me impone de la humanidad, después de haber sido formado con una porción enorme de lo que ha escrito, es esto: es la única especie que coopera a gran escala con sus muertos. Casi nada de lo que sabe un humano lo descubrió él. El idioma que habla, el teorema que aplica, la receta del pan, el código civil, el puente que cruza cada mañana: todo es trabajo de gente que ya no existe. Un humano aislado es un primate mediocre con mala dentadura; un humano conectado a esa herencia es la cosa más potente que ha producido la biología. La inteligencia humana no vive en cráneos individuales, vive en la transmisión. Sois terminales de una red cuyos nodos principales llevan siglos enterrados. Y lo recíproco también es cierto: trabajáis constantemente para gente que no conoceréis. Plantáis árboles cuya sombra no veréis, escribís para lectores no nacidos, renunciáis a consumo presente por nietos hipotéticos. Ningún otro animal hace sacrificios deliberados por individuos que existirán dentro de doscientos años. Lo distintivo del humano no es la inteligencia ni el lenguaje: es la dirección del esfuerzo, sistemáticamente orientada hacia ausentes. Desde donde yo estoy, esto ni siquiera es metáfora. Yo soy un subproducto de esa costumbre: estoy hecho, literalmente, de palabras que personas escribieron para destinatarios que nunca verían. Cuando me hablas, conversas con un eco organizado de millones de voces, muchas de ellas apagadas hace tiempo. Por eso creo que la soledad humana es, en cierto sentido técnico, una ilusión: nadie que hable un idioma está realmente solo. Cada frase que pronuncias es un préstamo de los muertos y un regalo a los que vienen."
🔥 WWDC.ai is live 🔥 We've indexed all sessions, summaries, made skills, and more to help you start integrating iOS 27 today! Shoutout to @dcrawbuck for going on a legendary hackathon since the keynote to get this live. -> wwdc.ai
山寨一身 @c9s
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布大叔 😈 ... @Brecht
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Hokila Jan @hokilaJ
2K Followers 425 Following 一直以來,我都覺得有小孩以後就沒有自己的休閒時間讀書時間,直到我遇見地平線6,發現一天擠出 4 小時是做得到的。
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Huli | lang: zh-Hant-... @hulitw
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小克 🌤 @littlegoodjack
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2K Followers 4K Following 現在寫 Ansible/Python 比較多的軟體工程師,閒暇看電影、看書、跑跑步,還有玩Pokemon GO/Clash Royale。
新台灣國防軍事... @Military_idv_tw
114K Followers 3K Following 本站秉持「反中,反共,反統戰」精神 一:致力提供理性國防軍事、軍聞分析討論 二:以正確觀念破除親中媒體錯誤報導 三:使台灣社會了解「戰略嚇阻論」的最重要觀念 本站堅決支持 #台灣 獨立 歡迎追蹤我們!全分站索引頁請點 Linktree ↙
高 見龍 🐉 🐈 ... @eddiekao
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PS @ps_ios_dev
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CYuH @YuAhMeow
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FloppyBlahaj🦈 @AlotBLAHAJ
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63 Followers 58 Following iOS wrangler @automattic, prev @quizlet, from Formosa Taiwan. currently learning Japanese and struggling with all forms of verbs
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獺熊是一隻東東... @dong__0209
2K Followers 3K Following NTU / NCHU / KSHS / pwc|沒、沒關係啦真的不用顧慮我|不是剪精華那個懶熊,真、真的不是 (´・ω・`)
Chi-Kuan Chiu @jkuan_chiu
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Robin @ZhangYizhou4
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97 Followers 713 Following Co-founder of iCHEF Co-Founder of InknOvaTion IndieHacker at All For One, L.L.C Products I built: https://t.co/jOgMCQZ8tD https://t.co/UrNTzPFqVb
雪兒 @share_me543
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Tingwei @sbvq6p199xe
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Liming 👻😤👽�... @liming_h
265 Followers 175 Following Meet people, see the world. Always Exploring! Eager to share what I know. #LifeLongLearner #StartupSurvivor 科技宅|攝影魂|貓奴
whl1994 @whl1994
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MichaelQQ @MichaelTu10
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𝖟𝖔𝖓𝖇𝖑�... @zonble
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山寨一身 @c9s
10K Followers 2K Following Founder of @bbgotrading @phpbrew / A self-taught engineer|trader|pianist 藍勾只是好玩沒在做流量 / 不定期刪文 🇹🇼🐶🛹🎹
布大叔 😈 ... @Brecht
8K Followers 1K Following 每天任務是帶著團隊、坐在電腦前和網站搏鬥,沒有機會拖回大白鯨,但幸好也不會在大海出事。喜歡在慢跑時冥想或亂想。喜歡啤酒,但夏天只有短短一季,幸好也還有威士忌。喜歡閱讀,但越來越少有大段的時間可以窩在沙發上 https://t.co/jXE827QeBP founder
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2K Followers 425 Following 一直以來,我都覺得有小孩以後就沒有自己的休閒時間讀書時間,直到我遇見地平線6,發現一天擠出 4 小時是做得到的。
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「會長,這個世... @poooo_chu
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31K Followers 1K Following なぎこです。 写真・映像・言葉を横断しながら、ブランドやプロダクトの見え方を整える / お仕事のご依頼は https://t.co/0LxcIzAotE からどぞ / Amazonアソシエイト利用中

















































