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The focus is control, traceability, and fewer bottlenecks.",[11,20,28,35,43,50,57,64,71,79,86,93,100,107,114],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"aa52c4a3-9a96-402b-8153-e152f9fd96bc","awesome-ai-summerschool-ai-events-shortlist-zh","Awesome AI Summer School 變短名單","我拆解一個 GitHub 清單怎麼把 AI 夏校變成可用短名單，最後附可直接貼上的篩選模板。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780905804300-zfvf.png","zh","2026-06-08T08:02:46.455036+00:00",{"id":21,"slug":22,"title":23,"summary":24,"category":25,"image_url":26,"cover_image":26,"language":18,"created_at":27},"c92651ec-b626-49a2-bceb-230763733e3c","minimax-m3-engineer-workflow-agent-zh","MiniMax M3 讓工程師工作流更像代理","我把 MiniMax M3 拆成 6 個開發者能直接照搬的工作流技巧，重點是怎麼把長上下文、多模態和 agent 能力變成實際評測法。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780754606789-1jpm.png","2026-06-06T14:02:54.658299+00:00",{"id":29,"slug":30,"title":31,"summary":32,"category":16,"image_url":33,"cover_image":33,"language":18,"created_at":34},"60918400-6f71-472c-a7c2-9ca219c81392","claude-code-dynamic-workflows-new-primitive-en-zh","Claude Code Dynamic Workflows：新原语來了","Anthropic 的 Dynamic Workflows 被解讀為把編排邏輯寫進程式碼的新原語，焦點在於它到底是 workflow 還是 agent。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780628571873-zwd8.png","2026-06-05T03:02:22.095066+00:00",{"id":36,"slug":37,"title":38,"summary":39,"category":40,"image_url":41,"cover_image":41,"language":18,"created_at":42},"83884a05-5421-47ba-a062-15218ffc1658","steelers-2026-camp-schedule-turns-chaos-into-plan-zh","Steelers 2026 camp 排成可用計畫","我把 Steelers 2026 camp schedule 拆成可直接複製的規劃模板，方便排程、採訪、旅行與內容流程。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780626814688-x8bc.png","2026-06-05T02:32:55.007695+00:00",{"id":44,"slug":45,"title":46,"summary":47,"category":16,"image_url":48,"cover_image":48,"language":18,"created_at":49},"9c9d8493-a290-4058-bcab-dc03c05476bf","chatgpt-updates-june-2026-playbook-zh","ChatGPT 更新變成 6 月 playbook","我把 2026 年 6 月 ChatGPT 更新拆成可抄的 release-note 分析模板，順手整理出產品與 agent 設計的實戰寫法。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780503519133-jmfa.png","2026-06-03T16:18:07.006985+00:00",{"id":51,"slug":52,"title":53,"summary":54,"category":16,"image_url":55,"cover_image":55,"language":18,"created_at":56},"d26c308a-4747-44eb-b752-3ed9dc23ea8e","aws-explains-ai-agents-workflow-zh","AWS 用一個流程講懂 AI Agent","我把 AWS 的 AI agent 說法拆成可直接照抄的工作流，補上規劃、工具、記憶與反思模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779994100558-biew.png","2026-05-28T18:47:50.042236+00:00",{"id":58,"slug":59,"title":60,"summary":61,"category":16,"image_url":62,"cover_image":62,"language":18,"created_at":63},"28344963-7f5e-46e2-9f6f-674355d2ec1e","github-trending-turns-noise-into-signal-zh","GitHub Trending 把噪音變訊號","我拆 GitHub Trending 的閱讀方法，整理成一套不被熱度帶著跑的掃 repo 流程，最後附可直接複製的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779624389356-o459.png","2026-05-24T12:05:54.154397+00:00",{"id":65,"slug":66,"title":67,"summary":68,"category":40,"image_url":69,"cover_image":69,"language":18,"created_at":70},"2f43b272-f30c-4a84-8432-3a17c24a6b76","fde-corporate-ai-adoption-playbook-zh","FDE 讓企業 AI 從 Demo 變上線","拆解 Microsoft 與 EY 的企業 AI 推進法，重點放在 FDE、顧問與流程落地怎麼一起賣，最後附可直接套用的 adoption 模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779524186608-bk2t.png","2026-05-23T08:15:59.841122+00:00",{"id":72,"slug":73,"title":74,"summary":75,"category":76,"image_url":77,"cover_image":77,"language":18,"created_at":78},"91b985e1-7bbe-4607-9ac7-0692f3ab43ad","how-to-use-roboflow-mcp-in-claude-code-zh","怎麼用 Roboflow MCP 搭 Claude Code","這篇教你在 Claude Code 內連接 Roboflow MCP，從終端機建立專案、上傳影像、訓練模型，並執行 computer vision Workflow。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779508561046-side.png","2026-05-23T03:55:34.622394+00:00",{"id":80,"slug":81,"title":82,"summary":83,"category":76,"image_url":84,"cover_image":84,"language":18,"created_at":85},"29ed2f08-0c21-47a8-af71-6a4d37626c2e","qclaw-stock-analysis-system-template-zh","Qclaw 把選股變成工作流","我把 Qclaw 拆成可直接抄的選股工作流：抓資料、做篩選、留筆記、發提醒。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779491769171-81df.png","2026-05-22T23:15:44.569269+00:00",{"id":87,"slug":88,"title":89,"summary":90,"category":76,"image_url":91,"cover_image":91,"language":18,"created_at":92},"3ee7a75a-d5c8-4b02-98aa-c37375a97efc","grok-build-turns-xai-into-coding-agent-zh","Grok Build 把 xAI 變成寫碼代理","我拆 xAI 的 Grok Build 怎麼從聊天模型變成 coding agent，順手給你一份可直接拿去評估工具的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779174862341-tgpr.png","2026-05-19T07:13:53.361224+00:00",{"id":94,"slug":95,"title":96,"summary":97,"category":76,"image_url":98,"cover_image":98,"language":18,"created_at":99},"8593e416-9a55-4911-bbf1-d1d4319075a6","deerflow-2-0-agent-orchestration-framework-zh","DeerFlow 2.0：把 Agent 變工作流","DeerFlow 2.0 是一個開源 AI agent 編排框架，把長任務拆成子代理、沙盒執行與持久記憶，適合研究、寫程式與多步驟工作流。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778188249264-yjzp.png","2026-05-07T21:10:32.997956+00:00",{"id":101,"slug":102,"title":103,"summary":104,"category":76,"image_url":105,"cover_image":105,"language":18,"created_at":106},"f90f5880-c4f9-4ecd-ade1-3d3fa05dd527","multi-agent-coding-distributed-systems-zh","多代理寫程式像分散式系統","Hacker News 一篇討論把多代理寫程式比作分散式系統。重點不是模型多聰明，而是怎麼用階段、檢查點、共享狀態，把不穩定的 LLM 變成可控流程。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776643621941-qy36.png","2026-04-20T00:06:35.013148+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":16,"image_url":112,"cover_image":112,"language":18,"created_at":113},"4cbaa31a-f971-4bb3-8607-96d12e6548aa","kiro-aws-healthomics-bioinformatics-workflow-zh","Kiro 搭 HealthOmics，生資流程少卡關","AWS 把 Kiro 接上 HealthOmics，主打把生資 workflow 建置速度拉高 2 倍以上；一個 RNA-seq migration 甚至從數天縮到半天內。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775167427064-u1q3.png","2026-04-02T22:03:31.71144+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":16,"image_url":119,"cover_image":119,"language":18,"created_at":120},"e5a9fc8a-625e-42a2-9917-e64215859c02","claude-code-superpowers-vs-everything-claude-code-workflow-zh","Superpowers vs Everything Claude Code：誰更值得用","Claude Code 社群最受歡迎的兩款工作流插件各有千秋。Superpowers 強調文件驅動與可控性，Everything Claude Code 則依賴強大的上下文管理。選哪一個，取決於你的專案規模和模型等級。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774834814157-kvb0.png","2026-03-30T01:24:46.679925+00:00"]