--- title: Kubernetes as AI’s operating system: 1.35 release signals description: Kubernetes v1.35 ('Timbernetes') introduces several features that strengthen its role as the operational substrate for AI/ML workloads. Key changes include... canonical: https://daily.dev/posts/kubernetes-as-ai-s-operating-system-1-35-release-signals-maydhbopw twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Kubernetes as AI’s operating system: 1.35 release signals | daily.dev og:description: Kubernetes v1.35 ('Timbernetes') introduces several features that strengthen its role as the operational substrate for AI/ML workloads. Key changes include... og:url: https://daily.dev/posts/kubernetes-as-ai-s-operating-system-1-35-release-signals-maydhbopw og:image: https://api.daily.dev/og/posts/mAyDHBOpw.png og:image:alt: Kubernetes as AI’s operating system: 1.35 release signals og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Kubernetes as AI’s operating system: 1.35 release signals **[CNCF](https://daily.dev/sources/cncf)** · 5 min read · 8 upvotes · 0 comments ## Summary Kubernetes v1.35 ('Timbernetes') introduces several features that strengthen its role as the operational substrate for AI/ML workloads. Key changes include workload-aware scheduling with gang scheduling support (alpha) for distributed training, stable in-place Pod resource resize to reduce restart churn in inference services, continued Dynamic Resource Allocation (DRA) progress for GPU/accelerator orchestration, and KYAML as the new default kubectl output format for safer configuration workflows. The post also flags the Ingress NGINX retirement timeline (March 2026) as a planning item for operators, and frames these updates as Kubernetes absorbing more AI infrastructure complexity over time. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes), [#cloud-native](https://daily.dev/tags/cloud-native), [#platform-engineering](https://daily.dev/tags/platform-engineering), [#mlops](https://daily.dev/tags/mlops) [View this post on daily.dev](https://daily.dev/posts/kubernetes-as-ai-s-operating-system-1-35-release-signals-maydhbopw) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"Kubernetes as AI’s operating system: 1.35 release signals","url":"https://daily.dev/posts/kubernetes-as-ai-s-operating-system-1-35-release-signals-maydhbopw","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/kubernetes-as-ai-s-operating-system-1-35-release-signals-maydhbopw"},"datePublished":"2026-02-23T12:04:40.420Z","dateModified":"2026-02-23T12:04:59.432Z","description":"Kubernetes v1.35 ('Timbernetes') introduces several features that strengthen its role as the operational substrate for AI/ML workloads. 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