[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-api":3},{"tag":4,"articles":11},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"f43b6976-05a3-4cda-aad0-15809f676f7d","API","api",22,"API 是應用、模型與代理人之間的介面層，決定系統如何呼叫、授權、計費與串接。從 LLM SDK、sandbox、工具呼叫到插件整合，這裡整理影響開發流程與企業部署的變化。","API is the interface layer that connects apps, models, and agents, shaping how systems call tools, handle auth, and bill usage. Topics here include LLM SDKs, sandboxing, tool calls, and plugin-based integrations that affect real-world deployment.",[12,21,29,37,45,52,59,66,73,80,87,94,101,109,116,123,130,138,145,152,159,166],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"97f9c411-2849-4a70-9d1e-3bba0dde23bf","claude-opus-4-7-release-workflow-vision-zh","Claude Opus 4.7 上線：更會做事了","Anthropic 推出 Claude Opus 4.7，強化長任務、視覺理解與程式工作流，但 Token 消耗也更高。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776859436510-gf5y.png","zh","2026-04-22T12:03:36.654584+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"b3e4d4ed-a225-456c-8550-8d26c26ce5e5","openai-agents-sdk-safer-enterprise-controls-zh","OpenAI Agents SDK 加強企業控管","OpenAI 為 Agents SDK 加上 sandboxing 與 harness 支援，讓企業能把長流程代理人放進更可控的環境，API 也維持標準計價。","ai-agent","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776513829857-0otz.png","2026-04-18T12:03:31.394038+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":34,"image_url":35,"cover_image":35,"language":19,"created_at":36},"d6502fe3-4695-4aa7-9f01-f60289806aa8","anthropic-turns-down-800b-vc-offers-zh","Anthropic 拒絕 8000 億美元投資","Anthropic 傳出收到估值 8000 億美元以上的 VC 提案，卻沒有急著接。營收衝到 300 億美元年化，雲端與資料中心支出也在加速。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776470633621-exyu.png","2026-04-18T00:03:37.468899+00:00",{"id":38,"slug":39,"title":40,"summary":41,"category":42,"image_url":43,"cover_image":43,"language":19,"created_at":44},"1f560070-ff85-4b31-a8de-1b5c05797542","openai-codex-plugin-claude-code-launch-zh","OpenAI Codex 插件進駐 Claude Code","OpenAI 在 3 月 30 日推出 Codex 插件，讓 Codex 直接進入 Claude Code。這篇拆解它怎麼運作、和 GitHub Copilot、Cursor 比起來差在哪。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775952409864-3p6a.png","2026-04-12T00:06:33.720627+00:00",{"id":46,"slug":47,"title":48,"summary":49,"category":26,"image_url":50,"cover_image":50,"language":19,"created_at":51},"fccdb73d-49ee-45c4-9c9c-d74f8239c5a0","openclaw-memory-retrieval-system-zh","OpenClaw 記憶體檢索怎麼跑","OpenClaw 的記憶體系統靠檔案監看、非同步去抖更新索引，還能依 API key 決定是否啟用搜尋。這種做法很務實，也方便除錯。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775630218744-w091.png","2026-04-08T06:36:39.499911+00:00",{"id":53,"slug":54,"title":55,"summary":56,"category":26,"image_url":57,"cover_image":57,"language":19,"created_at":58},"f8f70e37-90b9-4bcf-add4-92fbb000ad58","n8n-214-mcp-workflow-creation-zh","n8n 2.14 讓 Claude 直接生工作流","n8n 2.14 加入官方 MCP 工作流建立能力。Reddit 用戶讓 Claude 兩分鐘內做出 13 個節點的流程，還能直接跑。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775293426869-58eo.png","2026-04-04T09:03:29.540423+00:00",{"id":60,"slug":61,"title":62,"summary":63,"category":42,"image_url":64,"cover_image":64,"language":19,"created_at":65},"492a63a6-26d1-41fc-9267-a302acf67f45","build-language-servers-in-go-without-boilerplate-zh","Go 寫 LSP 少寫一堆樣板","一個 Go LSP 函式庫主打 LSP 3.17、handler 自動註冊和 debug server。對想把 CLI、Makefile、YAML 做進編輯器的開發者，這種設計很實用。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775261571145-9urr.png","2026-04-04T00:12:36.672297+00:00",{"id":67,"slug":68,"title":69,"summary":70,"category":34,"image_url":71,"cover_image":71,"language":19,"created_at":72},"a0660205-5b41-49a6-8119-ee9105a7e1f5","chatgpt-ads-format-standardization-data-zh","ChatGPT 廣告越來越一致","40,000 筆廣告版位分析顯示，ChatGPT 廣告正變得更短、更直白、更標準化。這反映 OpenAI 在優化轉換，也透露 LLM 使用習慣正在往任務導向收斂。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775218190861-p9x8.png","2026-04-03T12:09:37.164139+00:00",{"id":74,"slug":75,"title":76,"summary":77,"category":34,"image_url":78,"cover_image":78,"language":19,"created_at":79},"2b9b22bd-15a3-4a94-807c-aa94219c07a0","openai-enterprise-bet-consulting-muscle-zh","OpenAI找顧問助攻企業落地","OpenAI 與 Accenture、BCG、Capgemini、McKinsey 簽下多年合作，想把 Frontier 更快塞進企業流程。這場 AI 競賽，現在比的是落地能力，不只是模型本身。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775496631805-rgv0.png","2026-04-03T09:03:38.196115+00:00",{"id":81,"slug":82,"title":83,"summary":84,"category":17,"image_url":85,"cover_image":85,"language":19,"created_at":86},"0d5230a3-f8ff-4e30-9c1f-1728b2b714c7","claude-mythos-raises-bar-ai-coding-zh","Claude Mythos 把 AI 寫碼門檻拉高","Anthropic 的 Claude Mythos 走向高階寫碼、推理與資安場景，但成本與雙重用途風險，也讓導入變得更挑客戶。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775189212629-yx6n.png","2026-04-03T04:06:35.423226+00:00",{"id":88,"slug":89,"title":90,"summary":91,"category":17,"image_url":92,"cover_image":92,"language":19,"created_at":93},"fad499f8-512b-4d92-8110-7a4aaac4801f","grok-41-xai-quieter-upgrade-matters-zh","Grok 4.1 低調升級，卻很有料","xAI 的 Grok 4.1 把幻覺率從 12.09% 降到 4.22%，還加入 Fast 與 Thinking 兩種模式，支援 256k context 與 2M token API，對開發者很實際。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775175345966-349k.png","2026-04-03T00:15:29.860687+00:00",{"id":95,"slug":96,"title":97,"summary":98,"category":42,"image_url":99,"cover_image":99,"language":19,"created_at":100},"7bd5b761-daf3-4f08-b25f-f019d7022d7b","zocks-mcp-chatgpt-claude-fintech-advisors-zh","Zocks 把 MCP 接到 ChatGPT 和 Clau…","Zocks 推出 MCP 連接器，讓顧問在 ChatGPT 與 Claude 直接讀取受控客戶資料，少掉複製貼上，也降低合規風險。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775174824670-96zu.png","2026-04-03T00:06:31.061769+00:00",{"id":102,"slug":103,"title":104,"summary":105,"category":106,"image_url":107,"cover_image":107,"language":19,"created_at":108},"b664b908-7d59-430c-9775-0bf4842f664c","solana-developer-platform-enterprise-integration-zh","Solana 推出企業開發平台","Solana 推出 SDP，主打企業級 API、20+ 合作夥伴、發行與支付模組上線，交易模組排到 2026。它想把 tokenized finance 做成像一般 fintech 基礎設施。","blockchain","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775143504186-1hr9.png","2026-04-02T15:24:35.762396+00:00",{"id":110,"slug":111,"title":112,"summary":113,"category":17,"image_url":114,"cover_image":114,"language":19,"created_at":115},"57576af6-0bf2-4616-ac89-8435e39a8aa7","glm-5-zai-flagship-coding-agents-zh","GLM-5 登場：Z.AI 的寫程式旗艦","GLM-5 是 Z.AI 的新旗艦模型。744B 總參數、200K context、SWE-bench Verified 77.8、Terminal Bench 2.0 56.2，直接挑戰頂級 coding 模型。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775135063109-o1yh.png","2026-04-02T13:03:42.135022+00:00",{"id":117,"slug":118,"title":119,"summary":120,"category":42,"image_url":121,"cover_image":121,"language":19,"created_at":122},"d18f279f-60d5-4b67-a304-61649912c957","opencode-mcp-servers-oauth-support-zh","OpenCode 加入 MCP 與 OAuth","OpenCode 把 MCP server 接進 LLM，支援本機與遠端連線、OAuth 驗證、每個 agent 的工具控制，還有 token 風險提示。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775128020961-fl82.png","2026-04-02T11:06:35.811934+00:00",{"id":124,"slug":125,"title":126,"summary":127,"category":34,"image_url":128,"cover_image":128,"language":19,"created_at":129},"d57cf951-6f7c-4cac-b52b-79a62dd1d361","xiaomi-mimo-ai-agentic-software-push-zh","小米 MiMo 盯上代理式軟體","小米推出 MiMo-V2-Pro、Omni、TTS，主打 1T+ 參數與低價 API，直接瞄準代理式 AI 工作流。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774715749804-j8ej.png","2026-03-28T13:10:34.613688+00:00",{"id":131,"slug":132,"title":133,"summary":134,"category":17,"image_url":135,"cover_image":136,"language":19,"created_at":137},"9e1044b4-946d-47fe-9e2a-c2ee032e1164","xiaomi-mimo-v2-pro-1t-moe-agents-zh","小米 MiMo-V2-Pro 登場：1T MoE 模型","小米推出 MiMo-V2-Pro，總參數超過 1T、每 token 啟用 42B，還有 1M context。SWE-bench 成績逼近 Claude Sonnet 4.6，價格卻低很多。",null,"https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597397882-x4i9.png","2026-03-28T03:06:19.002353+00:00",{"id":139,"slug":140,"title":141,"summary":142,"category":34,"image_url":135,"cover_image":143,"language":19,"created_at":144},"e3cf726e-8d83-4a90-878a-07b44fe78f6a","minimax-first-earnings-report-hk-listing-zh","MiniMax首份財報：收入年增159%","MiniMax首份港股財報顯示收入年增158.9%，海外收入占73%，毛利率升至25.4%。這家公司正把模型、應用和平台一起做，Agent業務也開始放大商業化。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774618930188-17in.png","2026-03-28T01:15:20.658871+00:00",{"id":146,"slug":147,"title":148,"summary":149,"category":34,"image_url":150,"cover_image":150,"language":19,"created_at":151},"9036b6b8-8f30-4e2e-a373-c1d185f59309","openai-2026-cash-crunch-and-growth-bet-zh","OpenAI 2026 燒錢壓力變難忽視","OpenAI 可能在 2026 年衝出高營收，但算力、推論成本、廣告計畫與競爭壓力也一起放大。問題不在成長夠不夠快，而是收入能不能追上 GPU、資料中心與企業銷售的帳單。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774597806922-1yiw.png","2026-03-27T01:36:49.476412+00:00",{"id":153,"slug":154,"title":155,"summary":156,"category":34,"image_url":157,"cover_image":157,"language":19,"created_at":158},"fa006110-18df-40ed-ac43-1e2133fa2c06","rag-in-2026-what-enterprise-ai-needs-now-zh","2026 年企業 AI 為何更靠 RAG","RAG 已從展示用技術走進企業預算。原因很直接：公司要的是能讀取最新內部資料、可追溯、可控權限的 AI，而不是只會背舊訓練資料的聊天模型。到了 2026 年，真正有用的重點在檢索品質、權限治理、即時資料連接與合規設計。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774517341124-yymy.png","2026-03-26T08:06:06.808873+00:00",{"id":160,"slug":161,"title":162,"summary":163,"category":34,"image_url":164,"cover_image":164,"language":19,"created_at":165},"191d9b1b-768a-478c-978c-dd7431a38149","mistral-ai-faces-its-hardest-year-yet-zh","Mistral AI 迎來最硬的一年","Mistral AI 在 2026 年面對一場很實際的考試：估值 117 億歐元、ARR 約 3 億歐元，卻喊出年營收超過 10 億歐元。真正要驗證的，不是聲量，而是它能不能靠 API、私有部署與法國政府專案，把歐洲人工智慧故事賣成大生意。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516675883-41ny.png","2026-03-26T07:40:23.716374+00:00",{"id":167,"slug":168,"title":169,"summary":170,"category":34,"image_url":171,"cover_image":171,"language":19,"created_at":172},"4bcec76f-4c36-4daa-909f-54cd702f7c93","claude-users-spreading-out-and-getting-better-zh","Claude 用戶更分散，也更會用","Anthropic 2026 年 2 月資料顯示，Claude.ai 的個人用途占比從 35% 升到 42%，寫程式任務占比則降到 19%。另一個重點更實際：用得久的人，真的比較會用，也更常把 Claude 用在高價值工作。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1774516213822-5mbj.png","2026-03-26T07:22:52.325888+00:00"]