[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-kubernetes":3},{"tag":4,"articles":11,"peer_article_count":205},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":10},"52da8249-d243-4e0e-9c24-5f3d46d2999f","Kubernetes","kubernetes",4,"Kubernetes 是雲端原生應用的編排底座，負責部署、擴縮、服務發現與故障復原；近年它也延伸到 AI 基礎設施，涵蓋 GPU 排程、推論服務與多租戶隔離，成為平台工程的重要核心。","Kubernetes is the orchestration layer for cloud-native systems, handling deployment, scaling, service discovery, and recovery. Its role is expanding into AI infrastructure too, including GPU scheduling, inference serving, and multi-tenant isolation, making it central to platform engineering.",[12,21,29,37,44,51,58,65,72,79,86,93,100,107,114,121,128,135,142,149,156,163,170,177,184,191,198],{"id":13,"slug":14,"title":15,"summary":16,"category":17,"image_url":18,"cover_image":18,"language":19,"created_at":20},"36aa61ba-bf14-44e3-9b09-fd79517dd26c","suse-openchip-sovereign-risc-v-stack-zh","SUSE 與 Openchip 佈局主權 RISC-V","SUSE 和 Openchip 要把 Linux、Kubernetes 和 AI 軟體調校到歐洲 RISC-V 硬體上，瞄準主權部署與企業環境。","industry","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782603171405-9qwb.png","zh","2026-06-27T23:32:30.064798+00:00",{"id":22,"slug":23,"title":24,"summary":25,"category":26,"image_url":27,"cover_image":27,"language":19,"created_at":28},"186b266a-5b45-4bd4-85a4-5fa62fcc50dc","google-openrl-llm-fine-tuning-kubernetes-zh","Google OpenRL 把 RL 細調搬上 Kubernetes","Google OpenRL 讓團隊在自己的 Kubernetes 叢集上做 LLM post-training 與 fine-tuning，重點是把研究流程和基礎架構拆開，減少 RL 迭代時的雜務。","model-release","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782572576166-gzxw.png","2026-06-27T15:02:27.036919+00:00",{"id":30,"slug":31,"title":32,"summary":33,"category":34,"image_url":35,"cover_image":35,"language":19,"created_at":36},"3b76266b-11e6-4961-b327-e91a5cbd0e06","devzero-kubernetes-optimization-tool-2026-zh","DevZero 是 2026 年真正重要的 Kubernetes 優化工具","DevZero 之所以在 2026 年重要，不是因為它把節點變便宜，而是因為它能在不重啟工作負載的前提下優化 Kubernetes。","tools","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1782541063205-d0n8.png","2026-06-27T06:17:20.419118+00:00",{"id":38,"slug":39,"title":40,"summary":41,"category":17,"image_url":42,"cover_image":42,"language":19,"created_at":43},"778c1685-052f-45ce-91e0-e505f6fb2d5b","google-ax-resumable-agent-runtime-zh","Google AX 把代理執行變成可恢復工作","5 個重點看懂 Google AX：可恢復執行、事件日誌、隔離 actor、自訂代理與 Kubernetes 部署。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781950665233-yr36.png","2026-06-20T10:17:16.442913+00:00",{"id":45,"slug":46,"title":47,"summary":48,"category":17,"image_url":49,"cover_image":49,"language":19,"created_at":50},"2c14071a-9780-4d9d-9ed0-c12fa1b40501","red-hat-ai-mavenir-telco-ai-stack-zh","Red Hat AI 把電信 AI 變成堆疊","拆解 Mavenir 與 Red Hat 怎麼把 telco AI 包成可部署、可營運、可計費的堆疊，重點放在 Kubernetes、MLOps、vLLM 與 AgentOps。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781885880665-z3qj.png","2026-06-19T16:17:38.29401+00:00",{"id":52,"slug":53,"title":54,"summary":55,"category":17,"image_url":56,"cover_image":56,"language":19,"created_at":57},"37c59cf0-5ad7-41c9-9edb-9228491d42a8","kubernetes-release-support-windows-explained-zh","Kubernetes 3 個支援窗口看懂升級時機","3 個支援分支、14 個月窗口與 15 週節奏，這篇用表格看懂 Kubernetes 何時該升級、哪些版本已過支援。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781768878686-s1g2.png","2026-06-18T07:47:24.382267+00:00",{"id":59,"slug":60,"title":61,"summary":62,"category":34,"image_url":63,"cover_image":63,"language":19,"created_at":64},"08ef2da8-c6ef-42bc-85ed-624ebca7cf6d","kubernetes-interviews-reveal-why-teams-adopt-it-zh","Kubernetes 導入判斷與落地清單","用 Kubernetes 統一部署流程、沉澱維運知識，並用 Git 追蹤跨團隊變更。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781767976342-b27n.png","2026-06-18T07:32:32.150106+00:00",{"id":66,"slug":67,"title":68,"summary":69,"category":34,"image_url":70,"cover_image":70,"language":19,"created_at":71},"a3e20ad1-0f12-4132-9645-73f000080cb6","k3s-one-command-cluster-guide-zh","K3s 讓一條指令變叢集","我把 K3s quick-start 拆成可直接抄的安裝與加入節點流程，補上單機、agent、名稱與 HA 的實作重點。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781766193073-dgis.png","2026-06-18T07:02:50.251623+00:00",{"id":73,"slug":74,"title":75,"summary":76,"category":34,"image_url":77,"cover_image":77,"language":19,"created_at":78},"a1e6c4e5-e265-4cdd-ad53-da0204132f44","kubernetes-turns-container-chaos-into-operations-zh","Kubernetes 把容器混亂變成營運","我拆 Kubernetes 為何贏在解決真實營運痛點，並附可直接複製的編排模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781285605986-bdz1.png","2026-06-12T17:32:53.10569+00:00",{"id":80,"slug":81,"title":82,"summary":83,"category":17,"image_url":84,"cover_image":84,"language":19,"created_at":85},"e66c9452-6d25-4fc0-9d48-1a23597a43ca","kubernetes-in-5-parts-what-it-does-zh","Kubernetes 的 5 個核心作用與取捨","5 個面向看懂 Kubernetes：排程、叢集管理、擴縮、自我修復與宣告式部署，幫你判斷是否值得導入。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781284683154-5mua.png","2026-06-12T17:17:31.657595+00:00",{"id":87,"slug":88,"title":89,"summary":90,"category":34,"image_url":91,"cover_image":91,"language":19,"created_at":92},"f43f7321-9439-4700-a26f-27f3ab2f2b61","aws-kubernetes-managed-clusters-path-zh","AWS Kubernetes 讓集群變成可管路徑","我把 AWS 的 Kubernetes 頁面拆成可執行的選型筆記：EC2、EKS、ECR 各管什麼，怎麼分責任，最後附可直接貼進設計稿的模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1781283806970-wp6p.png","2026-06-12T17:02:58.687247+00:00",{"id":94,"slug":95,"title":96,"summary":97,"category":17,"image_url":98,"cover_image":98,"language":19,"created_at":99},"1a27d4e0-1fa2-44d8-b0fa-ed45f33660c9","oracle-oke-kubernetes-support-schedule-zh","Oracle OKE 的 Kubernetes 支援節奏","Oracle OKE 目前只支援 3 個 Kubernetes 版本做新叢集，舊版會在新版本推出後依序退場。1.35 之後還多了 cgroups v2 與 OL8 的相容性限制。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780912976158-zpsu.png","2026-06-08T10:02:25.111162+00:00",{"id":101,"slug":102,"title":103,"summary":104,"category":17,"image_url":105,"cover_image":105,"language":19,"created_at":106},"1021447f-a63b-41f8-b4dc-78c162abf14e","crowdstrike-docker-kubernetes-cryptojacking-zh","CrowdStrike 揭露 Docker、Kubernetes 挖礦攻擊","CrowdStrike 在 KubeCon 公布一波針對 Docker 與 Kubernetes 的挖礦攻擊，重點是暴露的容器基礎設施與控制層風險。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780912068788-qm6z.png","2026-06-08T09:47:21.114563+00:00",{"id":108,"slug":109,"title":110,"summary":111,"category":34,"image_url":112,"cover_image":112,"language":19,"created_at":113},"f8de6238-b95e-4c3c-a49b-a996ebd434eb","kubernetes-github-repo-123k-stars-zh","Kubernetes GitHub 星星破 12.3 萬","Kubernetes GitHub 倉庫衝到 12.3 萬星，代表它仍是容器編排的主流基礎設施。這篇整理星數、fork、release 與版本資訊，順便看它為什麼還是開發者必看專案。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780705091582-9uod.png","2026-06-06T00:17:50.242207+00:00",{"id":115,"slug":116,"title":117,"summary":118,"category":17,"image_url":119,"cover_image":119,"language":19,"created_at":120},"247a7941-89df-44fe-87d8-7e906dba45f3","5-kops-release-notes-for-kubernetes-admins-zh","5 個 kOps 版本重點","5 個 kOps 版本重點，涵蓋 v1.35.1 修補、Kubernetes 1.30 淘汰時程，以及升級前該看的信號。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780586284483-09lo.png","2026-06-04T15:17:30.309022+00:00",{"id":122,"slug":123,"title":124,"summary":125,"category":34,"image_url":126,"cover_image":126,"language":19,"created_at":127},"b536aeac-087a-4a99-b7cb-a287dfe0d405","why-amazon-eks-is-the-wrong-default-for-kubernetes-zh","為什麼 Amazon EKS 不是 Kubernetes 的預設答案","Amazon EKS 很強，但它不該成為每個 Kubernetes 團隊的預設選擇，因為便利會換來 AWS 綁定與更高的長期轉換成本。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780124564059-n1lf.png","2026-05-30T07:02:17.477318+00:00",{"id":129,"slug":130,"title":131,"summary":132,"category":17,"image_url":133,"cover_image":133,"language":19,"created_at":134},"22d65393-e29d-4ba2-b78f-efbb43b43c0b","5-docker-desktop-features-for-developers-zh","5 個 Docker Desktop 開發功能","5 個 Docker Desktop 功能一次看懂，幫你判斷該先從本機容器、Docker Hub、Kubernetes，還是疑難排解開始。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780117455813-akj9.png","2026-05-30T05:02:32.022097+00:00",{"id":136,"slug":137,"title":138,"summary":139,"category":17,"image_url":140,"cover_image":140,"language":19,"created_at":141},"8109390c-f165-4962-b92a-b646d5293d3e","kubernetes-cncf-project-page-zh","Kubernetes 為何成為 CNCF 核心專案","Kubernetes 於 2016 年加入 CNCF，2018 年升到 Graduated。這篇整理它在 CNCF 的地位、成熟度、治理結構與企業採用意義。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1780050776578-ckj7.png","2026-05-29T10:32:29.129872+00:00",{"id":143,"slug":144,"title":145,"summary":146,"category":34,"image_url":147,"cover_image":147,"language":19,"created_at":148},"74973ee4-a982-4625-9223-74758ccd909b","linkedin-kubernetes-security-cert-manager-framework-zh","LinkedIn 強化 Kubernetes 身分安全","LinkedIn 公布一套 Kubernetes 身分安全架構，結合 cert-manager、SPIFFE 與內部驗證流程，自動簽發與輪替憑證，降低憑證外洩與人工維運負擔。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779592546862-fcv4.png","2026-05-24T03:15:27.379233+00:00",{"id":150,"slug":151,"title":152,"summary":153,"category":17,"image_url":154,"cover_image":154,"language":19,"created_at":155},"3feb696c-9366-408a-b865-9110348ff03a","kubernetes-1-36-1-patch-releases-zh","Kubernetes 1.36.1 與多條分支補丁更新","Kubernetes 釋出 v1.36.1，並同步更新 1.35、1.34、1.33 分支。這次重點是維持支援版本的補丁節奏，方便叢集按計畫升級。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779198247447-a1ms.png","2026-05-19T13:43:37.638388+00:00",{"id":157,"slug":158,"title":159,"summary":160,"category":34,"image_url":161,"cover_image":161,"language":19,"created_at":162},"5951c90e-9b00-43b0-9135-88e1e6ea4376","kubernetes-v136-release-notes-playbook-zh","Kubernetes v1.36 把發布說明變作戰手冊","我把 Kubernetes v1.36 拆成可執行的升級清單，最後附上可直接複製的團隊模板。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779197685570-cy9v.png","2026-05-19T13:34:13.951402+00:00",{"id":164,"slug":165,"title":166,"summary":167,"category":34,"image_url":168,"cover_image":168,"language":19,"created_at":169},"749d323d-fc9b-4492-946d-48f95ee0037d","kubernetes-turns-clusters-into-declared-state-zh","Kubernetes 把叢集變成宣告狀態","我拆 Kubernetes 的控制迴圈、核心物件和可直接複製的叢集模板，讓你少走一堆 YAML 冤枉路。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779197095928-obv6.png","2026-05-19T13:24:24.468851+00:00",{"id":171,"slug":172,"title":173,"summary":174,"category":17,"image_url":175,"cover_image":175,"language":19,"created_at":176},"19d5ddc4-e819-42c8-9119-2fc1c24f5b2a","why-hpe-greenlake-kubernetes-push-right-move-zh","為什麼 HPE 將 Kubernetes 納入 GreenLake 是對的","HPE 把 Kubernetes 管理納入 GreenLake 是對的，因為企業需要一個同時管理 VM 與容器的控制平面。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1779017786328-448z.png","2026-05-17T10:13:25.909392+00:00",{"id":178,"slug":179,"title":180,"summary":181,"category":17,"image_url":182,"cover_image":182,"language":19,"created_at":183},"0ed0bac7-7381-43ad-b6dd-3d73e8a8338b","wei-shen-me-rong-qi-she-ji-mo-shi-bi-bian-pai-geng-zhong-yao-zh","為什麼容器設計模式比編排更重要","容器設計模式才是分散式系統的核心單位，編排只是把它們跑起來的工具。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778502042392-xgk4.png","2026-05-11T12:20:22.413902+00:00",{"id":185,"slug":186,"title":187,"summary":188,"category":17,"image_url":189,"cover_image":189,"language":19,"created_at":190},"910899e9-6283-4438-b22d-db3467605888","distributed-systems-business-problems-zh","分散式系統怎麼解商業問題","分散式系統不只是基礎設施。它能降低當機風險、支援跨區擴張，還能把複雜流程拆開，讓公司更好管。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775823541499-l3dy.png","2026-04-10T12:18:38.482742+00:00",{"id":192,"slug":193,"title":194,"summary":195,"category":17,"image_url":196,"cover_image":196,"language":19,"created_at":197},"b2f9469b-f74a-44b1-9e08-8b1539632542","kubernetes-becoming-ais-control-plane-zh","Kubernetes 正在變成 AI 控制平面","KubeCon Europe 2026 釋出明確訊號：Kubernetes 正從容器編排，轉向 AI 基礎設施控制平面，重點落在 inference、GPU 與開放標準。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775178595353-m3ll.png","2026-04-03T01:09:30.415473+00:00",{"id":199,"slug":200,"title":201,"summary":202,"category":34,"image_url":203,"cover_image":203,"language":19,"created_at":204},"4c440055-5b31-4b39-8276-89d1abe4699b","preset-mcp-enterprise-controls-superset-zh","Preset 為 Superset MCP 加上企業控管","Preset 把 Apache Superset 的 MCP 服務包成可上線的企業版，補上 OAuth 2.0、workspace 隔離、內建 Chatbot 與 Kubernetes 部署，讓 AI 工具能在多租戶環境安全運作。","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1775164020578-lofq.png","2026-04-02T21:06:37.509041+00:00",25]