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狀態。",{"type":28,"tag":366,"props":2916,"children":2918},{"className":2917},[369,370,371,372,373,374,375],[2919,2920,2926,2927],{"type":34,"value":378},{"type":28,"tag":380,"props":2921,"children":2925},{"src":2922,"alt":2923,"className":2924},"\u002Fday_assets\u002Fbuhocleaner\u002F1.jpg","BuhoCleaner 選單列系統監控面板，顯示 CPU 負載、CPU 溫度、風扇轉速、記憶體、網路與磁碟空間",[385,386],[],{"type":34,"value":378},{"type":28,"tag":36,"props":2928,"children":2930},{"className":2929},[392,393,394,395,396,397],[2931],{"type":34,"value":2932},"選單列面板可以快速看 CPU、溫度、風扇、記憶體、網路與磁碟",{"type":28,"tag":36,"props":2934,"children":2935},{},[2936],{"type":34,"value":2937},"我自己最常看的是 CPU 溫度、風扇轉速和記憶體。尤其最近常跑本機 AI 工具、影片處理、截圖錄影或一堆瀏覽器分頁時，Mac 偶爾會突然變熱。這時候點一下上方選單列，就能大概判斷是 CPU 負載高、記憶體吃緊，還是單純某個 App 卡住。",{"type":28,"tag":36,"props":2939,"children":2940},{},[2941],{"type":34,"value":2942},"它也有一鍵釋放記憶體的按鈕。我不會把這個當成神奇加速按鈕每天狂按，但有時候測完一堆工具、記憶體壓力很高，按一下讓系統回到比較清爽的狀態，體感上確實比較舒服。",{"type":28,"tag":29,"props":2944,"children":2946},{"id":2945},"垃圾檔案清理好用但我不會無腦全刪",[2947],{"type":34,"value":2948},"垃圾檔案清理：好用，但我不會無腦全刪",{"type":28,"tag":36,"props":2950,"children":2951},{},[2952],{"type":34,"value":2953},"BuhoCleaner 官方主打的功能之一是垃圾檔案清理。它會掃系統快取、應用程式快取、log、DMG、垃圾桶等資料，讓你快速找出可以釋放的空間。",{"type":28,"tag":36,"props":2955,"children":2956},{},[2957],{"type":34,"value":2958},"我自己的習慣是：第一次掃描完不會立刻全選刪除，而是先看分類。尤其是開發工具、設計工具、影片工具，有些快取雖然大，但它可能是你近期工作流程會用到的東西。刪了不一定會壞，但可能讓下一次開啟或重新索引變慢。",{"type":28,"tag":36,"props":2960,"children":2961},{},[2962],{"type":34,"value":2963},"所以我會把 BuhoCleaner 當成「整理工具」，不是「自動決策工具」。它幫我找出問題，我再決定要不要刪。",{"type":28,"tag":36,"props":2965,"children":2966},{},[2967],{"type":34,"value":2968},"比較沒有心理負擔的是 DMG、垃圾桶、明顯不用的殘留檔案、已刪除 App 留下的資料。這些通常就是該清掉，只是平常不會自己去翻 Library 找。",{"type":28,"tag":29,"props":2970,"children":2972},{"id":2971},"大型檔案和重複檔案適合偶爾巡一次",[2973],{"type":34,"value":2971},{"type":28,"tag":36,"props":2975,"children":2976},{},[2977],{"type":34,"value":2978},"大型檔案清理和重複檔案清理我不是每天用，但很適合每隔一段時間巡一次。",{"type":28,"tag":36,"props":2980,"children":2981},{},[2982],{"type":34,"value":2983},"Mac 空間滿掉時，真正佔空間的常常不是幾 MB 的快取，而是你忘記存在的影片、錄影、安裝檔、匯出檔、專案資料夾或重複下載的檔案。BuhoCleaner 把大型檔案列出來後，你會很快知道空間到底去哪了。",{"type":28,"tag":36,"props":2985,"children":2986},{},[2987],{"type":34,"value":2988},"重複檔案則要更小心。我會先從 Downloads、Desktop、影片匯出資料夾這些比較安全的位置開始，不會一開始就掃整個系統後全部刪。重複檔案工具很好用，但只要你不確定那是不是某個 App 需要的檔案，就不要急著刪。",{"type":28,"tag":36,"props":2990,"children":2991},{},[2992],{"type":34,"value":2993},"這也是我對所有清理工具的態度：越靠近使用者資料，就越要慢一點。",{"type":28,"tag":29,"props":2995,"children":2997},{"id":2996},"它適合誰",[2998],{"type":34,"value":2996},{"type":28,"tag":36,"props":3000,"children":3001},{},[3002],{"type":34,"value":3003},"我覺得 BuhoCleaner 適合幾種人：",{"type":28,"tag":90,"props":3005,"children":3006},{},[3007,3012,3017,3022,3027],{"type":28,"tag":94,"props":3008,"children":3009},{},[3010],{"type":34,"value":3011},"常常安裝、測試、移除 Mac App。",{"type":28,"tag":94,"props":3013,"children":3014},{},[3015],{"type":34,"value":3016},"不想手動找 Library 裡的 App 殘留檔案。",{"type":28,"tag":94,"props":3018,"children":3019},{},[3020],{"type":34,"value":3021},"想要一個介面直覺的 Mac 清理工具。",{"type":28,"tag":94,"props":3023,"children":3024},{},[3025],{"type":34,"value":3026},"想在選單列快速看 CPU、溫度、風扇、記憶體和網路狀態。",{"type":28,"tag":94,"props":3028,"children":3029},{},[3030],{"type":34,"value":3031},"願意為完整功能買一次 license，而不是只找完全免費工具。",{"type":28,"tag":36,"props":3033,"children":3034},{},[3035],{"type":34,"value":3036},"但如果你很排斥付費清理工具，或你本來就很熟 macOS 檔案結構、知道哪些快取和 support files 可以刪，那 BuhoCleaner 對你的必要性就沒那麼高。很多事情其實手動也能做，只是它把流程整理得比較省時間。",{"type":28,"tag":29,"props":3038,"children":3039},{"id":2198},[3040],{"type":34,"value":2198},{"type":28,"tag":36,"props":3042,"children":3043},{},[3044],{"type":34,"value":3045},"BuhoCleaner 對我來說不是什麼會改變工作流的大工具，但它是那種裝著裝著就留下來的工具。",{"type":28,"tag":36,"props":3047,"children":3048},{},[3049],{"type":34,"value":3050},"我最常用它做三件事：完整移除 App、看系統狀態、偶爾清理垃圾檔案。尤其我常常為了寫文章安裝各種軟體，測完後需要乾淨地移除，BuhoCleaner 這點真的很順手。",{"type":28,"tag":36,"props":3052,"children":3053},{},[3054],{"type":34,"value":3055},"免費版可以先試掃描、清 3GB、看大型與重複檔案、管理啟動項和用選單列監控；如果你只是偶爾清一下，免費版就能先知道它適不適合你。但如果你跟我一樣會長期用 App 移除、垃圾檔案清理和一鍵整理，那付費 lifetime plan 會比較接近完整體驗。",{"type":28,"tag":36,"props":3057,"children":3058},{},[3059],{"type":34,"value":3060},"我不會把它講成每台 Mac 都必裝。清理工具本來就要有一點節制，知道自己在刪什麼比按下清理更重要。但以我用超過一年的經驗來說，BuhoCleaner 的介面、速度和功能集中度，確實是我在 Mac 上目前用起來最順的一套。",{"title":8,"searchDepth":622,"depth":622,"links":3062},[3063,3064,3065,3066,3067,3068,3069,3070,3071],{"id":31,"depth":622,"text":31},{"id":2735,"depth":622,"text":2735},{"id":2808,"depth":622,"text":2811},{"id":2852,"depth":622,"text":2855},{"id":2902,"depth":622,"text":2902},{"id":2945,"depth":622,"text":2948},{"id":2971,"depth":622,"text":2971},{"id":2996,"depth":622,"text":2996},{"id":2198,"depth":622,"text":2198},"content:articles:buhocleaner.md","articles\u002Fbuhocleaner.md","articles\u002Fbuhocleaner",{"_path":3076,"_dir":6,"_draft":7,"_partial":7,"_locale":8,"title":3077,"description":3078,"date":3079,"updated":3079,"category":12,"image":3080,"tags":3081,"series":17,"readingTime":18,"difficulty":19,"local":20,"platforms":3082,"gpu":23,"draft":7,"body":3083,"_type":632,"_id":3688,"_source":634,"_file":3689,"_stem":3690,"_extension":637},"\u002Farticles\u002Ffancontrol","Fan Control 實測：Windows 上超細緻的風扇曲線與硬體溫度控制工具","我實測 Fan Control 這套 Windows 風扇控制工具，從 GitHub Releases 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Control",{"type":34,"value":2388},{"type":28,"tag":36,"props":3101,"children":3102},{},[3103],{"type":34,"value":3104},"Fan Control 是一套 Windows 風扇控制軟體，主打高度自訂。它可以讀取 CPU、GPU、主機板、硬碟等溫度來源，再把這些溫度套到不同風扇曲線上。你可以讓機殼風扇跟著 CPU 溫度走，也可以讓某些風扇看 GPU 溫度，甚至把多個感測器或多條曲線混在一起，用最大值、平均值或其他方式決定最後輸出。",{"type":28,"tag":36,"props":3106,"children":3107},{},[3108],{"type":34,"value":3109},"我這次實測的感覺是：它真的比一般主機板軟體或 BIOS 風扇設定細很多，但也比較需要知道自己在調什麼。適合想認真整理 Windows 桌機散熱曲線的人，不太適合只是想按一個「變安靜」按鈕就結束的人。",{"type":28,"tag":77,"props":3111,"children":3113},{"src":3112},"\u002Fday_assets\u002Ffancontrol\u002FFan-Windows.mp4",[],{"type":28,"tag":90,"props":3115,"children":3116},{},[3117,3127,3137],{"type":28,"tag":94,"props":3118,"children":3119},{},[3120],{"type":28,"tag":98,"props":3121,"children":3124},{"href":3122,"rel":3123},"https:\u002F\u002Fgithub.com\u002FRem0o\u002FFanControl.Releases",[102],[3125],{"type":34,"value":3126},"Fan Control GitHub Releases 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",{"type":28,"tag":55,"props":3162,"children":3164},{"className":3163},[],[3165],{"type":34,"value":3166},"FanControl.Releases",{"type":34,"value":3168},"，它看起來很像一般開源專案，但官方 README 寫得很清楚：",{"type":28,"tag":47,"props":3170,"children":3171},{},[3172],{"type":34,"value":3173},"Fan Control 本體的 source code 是 closed source",{"type":34,"value":2388},{"type":28,"tag":36,"props":3176,"children":3177},{},[3178,3180,3186],{"type":34,"value":3179},"所以這篇我不會把它當成開源工具介紹。這個 repo 比較像是 release、issue、文件與周邊資訊集中處。它有放 ",{"type":28,"tag":55,"props":3181,"children":3183},{"className":3182},[],[3184],{"type":34,"value":3185},"FanControl.zip",{"type":34,"value":3187},"、installer、Updater、README、license，以及外掛與相容性資訊，但不是完整原始碼倉庫。",{"type":28,"tag":36,"props":3189,"children":3190},{},[3191],{"type":34,"value":3192},"這點我覺得要先知道，因為很多人看到 GitHub 就會直覺以為「可以看 source」。Fan Control 不是這種情況。你可以從 GitHub Releases 下載、看版本更新、看 issue，但不要期待在 repo 裡研究完整主程式。",{"type":28,"tag":36,"props":3194,"children":3195},{},[3196,3198,3204],{"type":34,"value":3197},"我寫這篇時是 2026-07-01，GitHub Releases 上最新版本是 ",{"type":28,"tag":55,"props":3199,"children":3201},{"className":3200},[],[3202],{"type":34,"value":3203},"V270",{"type":34,"value":3205},"，發佈時間是 2026-06-15。這版主要更新包含離開時重新啟動 service 的選項與 bug fixes。官方 README 也提醒，Fan Control 支援 Windows 10 和 Windows 11。",{"type":28,"tag":710,"props":3207,"children":3208},{},[],{"type":28,"tag":29,"props":3210,"children":3212},{"id":3211},"從-releases-下載-installer",[3213],{"type":34,"value":3214},"從 Releases 下載 installer",{"type":28,"tag":36,"props":3216,"children":3217},{},[3218],{"type":34,"value":3219},"下載時進到 Releases 頁面，找到最新版本的 Assets。這邊通常會看到不同安裝檔，例如 installer 版本、不同 .NET runtime 需求的版本，或 zip portable 版本。",{"type":28,"tag":36,"props":3221,"children":3222},{},[3223,3225,3231],{"type":34,"value":3224},"我這次走的是 installer 路線，對一般使用者比較直覺。看到 ",{"type":28,"tag":55,"props":3226,"children":3228},{"className":3227},[],[3229],{"type":34,"value":3230},"installer.exe",{"type":34,"value":3232}," 之後下載下來，執行安裝器就可以開始。",{"type":28,"tag":366,"props":3234,"children":3236},{"className":3235},[369,370,371,372,373,374,375],[3237,3238,3244,3245],{"type":34,"value":378},{"type":28,"tag":380,"props":3239,"children":3243},{"src":3240,"alt":3241,"className":3242},"\u002Fday_assets\u002Ffancontrol\u002F0.png","Fan Control GitHub Releases 頁面中的 installer.exe 下載項目",[385,386],[],{"type":34,"value":378},{"type":28,"tag":36,"props":3246,"children":3248},{"className":3247},[392,393,394,395,396,397],[3249],{"type":34,"value":3250},"到 Releases 的 Assets 找 installer.exe 下載",{"type":28,"tag":36,"props":3252,"children":3253},{},[3254],{"type":34,"value":3255},"如果你看到 .NET 版本差異，不用太緊張。簡單講，就是有些版本會依賴比較新的 .NET runtime，有些則是給舊環境使用。對大多數 Windows 10 \u002F Windows 11 使用者，我會優先選官方 release 頁上最推薦、最新的 installer；如果開不起來，再回頭看是否需要換 .NET 4.8 版本或補 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檔。",{"type":28,"tag":36,"props":4366,"children":4367},{},[4368,4369,4375,4377,4382],{"type":34,"value":3197},{"type":28,"tag":55,"props":4370,"children":4372},{"className":4371},[],[4373],{"type":34,"value":4374},"v1.7.1",{"type":34,"value":4376},"，發佈時間是 2026-06-24。這版新增了自訂本機掃描目錄，對 JetBrains Toolbox、Steam 這類不一定把 App 放在 ",{"type":28,"tag":55,"props":4378,"children":4380},{"className":4379},[],[4381],{"type":34,"value":4264},{"type":34,"value":4383}," 的工具比較友善；也補上 Stub Portal 版本同步與掃描效能改善。",{"type":28,"tag":366,"props":4385,"children":4387},{"className":4386},[369,370,371,372,373,374,375],[4388,4389,4395,4396],{"type":34,"value":378},{"type":28,"tag":380,"props":4390,"children":4394},{"src":4391,"alt":4392,"className":4393},"\u002Fday_assets\u002Fappports\u002F0.jpg","AppPorts GitHub Releases 頁面中的 DMG 下載檔",[385,386],[],{"type":34,"value":378},{"type":28,"tag":36,"props":4397,"children":4399},{"className":4398},[392,393,394,395,396,397],[4400],{"type":34,"value":4401},"到 GitHub Releases 的 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Mistral Robostral Navigate：機器人導航模型成為新戰場",{"type":28,"tag":36,"props":47187,"children":47188},{},[47189,47191,47196],{"type":34,"value":47190},"Mistral 發布 ",{"type":28,"tag":47,"props":47192,"children":47193},{},[47194],{"type":34,"value":47195},"Robostral Navigate",{"type":34,"value":47197},"，定位是 robotics navigation model。HN 討論關注它是否能在不完全依賴傳統地圖的情境下完成導航，以及這類模型如何與實際機器人感測、控制與安全邊界整合。",{"type":28,"tag":36,"props":47199,"children":47200},{},[47201],{"type":34,"value":47202},"這是 agent 從螢幕走向物理世界的訊號。瀏覽器 agent 可以點網頁，coding agent 可以改 repo，但 robotics agent 必須處理感測噪音、物理延遲、碰撞風險與不可逆動作。Robostral Navigate 代表 AI lab 開始把「agent」能力往 embodied navigation 推進。",{"type":28,"tag":36,"props":47204,"children":47205},{},[47206,47207,47214,47215],{"type":34,"value":47049},{"type":28,"tag":98,"props":47208,"children":47211},{"href":47209,"rel":47210},"https:\u002F\u002Fmistral.ai\u002Fnews\u002Frobostral-navigate\u002F",[102],[47212],{"type":34,"value":47213},"Mistral AI: Robostral Navigate",{"type":34,"value":47058},{"type":28,"tag":98,"props":47216,"children":47219},{"href":47217,"rel":47218},"https:\u002F\u002Fnews.ycombinator.com\u002Fitem?id=48832212",[102],[47220],{"type":34,"value":47065},{"type":28,"tag":29,"props":47222,"children":47224},{"id":47223},"_5-microsoft-flint讓-ai-agent-更可靠地產生圖表",[47225],{"type":34,"value":47226},"5. 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Agentic safety triggers 不是文字分類：MCP 攻擊提醒我們要看工具序列",{"type":28,"tag":36,"props":47303,"children":47304},{},[47305,47307,47312],{"type":34,"value":47306},"Reddit MachineLearning 討論 ",{"type":28,"tag":47,"props":47308,"children":47309},{},[47310],{"type":34,"value":47311},"Agentic safety triggers aren't textual safety triggers",{"type":34,"value":47313},"，重點是對具備工具權限的 LLM agent 來說，攻擊不一定會長得像危險文字。攻擊者可以把惡意目標拆成看似正常的工具呼叫序列，繞過只看單段文字的分類器。",{"type":28,"tag":36,"props":47315,"children":47316},{},[47317],{"type":34,"value":47318},"這點對 MCP 與 browser agent 特別重要。agent 的風險不只在 prompt，而在「它接下來真的做了什麼」。安全系統需要檢查 tool-call graph、資料流、權限邊界與跨步驟意圖，而不是只把輸入丟進 safety classifier。未來 agent 安全會更像 runtime monitoring，而不只是 prompt moderation。",{"type":28,"tag":36,"props":47320,"children":47321},{},[47322,47323],{"type":34,"value":47049},{"type":28,"tag":98,"props":47324,"children":47327},{"href":47325,"rel":47326},"https:\u002F\u002Fwww.reddit.com\u002Fr\u002FMachineLearning\u002Fcomments\u002F1ur1fnz\u002Fagentic_safety_triggers_arent_textual_safety\u002F",[102],[47328],{"type":34,"value":47329},"Reddit: Agentic safety triggers and MCP attacks",{"type":28,"tag":29,"props":47331,"children":47333},{"id":47332},"_8-ai-輔助漏洞挖掘openbsd-本地提權案例與-patch-the-planet",[47334],{"type":34,"value":47335},"8. 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美元開源機器人開啟具身智慧新時代",{"_path":47850,"title":47851,"date":18735},"\u002Fnews\u002Fthetop","今日 AI 早報：SpaceX 上市，Elon Musk 成為史上首位兆元富豪",{"_path":47853,"title":47854,"date":19413},"\u002Fnews\u002Foracle-peoplesoft-zero-day","今日科技快報：Oracle PeopleSoft 高危漏洞曝光，逾百家機構疑遭波及",{"_path":47856,"title":47857,"date":20391},"\u002Fnews\u002Fdeepmind-robotics-accelerator","今日 AI 早報：Google DeepMind 啟動機器人加速器，招收 15 家歐洲新創團隊",{"_path":47859,"title":47860,"date":21318},"\u002Fnews\u002Fapplewwdc","今日 AI 早報：Apple 發表全新 Apple Intelligence 與 Siri AI",{"_path":47862,"title":47863,"date":21318},"\u002Fnews\u002Fy-zipper","MIT 的可變剛性結構 Y-Zipper：讓布料變鋼板的「三向拉鍊」",1783557554193]