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KUBERNETES

Kubernetes 1.35 Enhances Resource Scaling, AI Workloads

Kubernetes 1.35 introduces in-place pod resource adjustments for zero-downtime scaling and strengthens security with constrained impersonation and pod certificates.

5 min readDec 24, 2025

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Kubernetes, an open-source system for automating deployment, scaling, and management of containerized applications. Credit: Shutterstock
Kubernetes, an open-source system for automating deployment, scaling, and management of containerized applications. Credit: Shutterstock

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The open-source Kubernetes cloud-native platform has unveiled its final major release for 2025, version 1.35. This update arrives approximately four months after the 1.34 release, which focused on a range of networking improvements. Kubernetes has become the industry standard for container orchestration, powering diverse applications from traditional web services to complex distributed AI training clusters across all major cloud providers.

As its adoption continues to expand, Kubernetes faces increasing demands to both eliminate technical debt and introduce new enterprise-grade capabilities. The 1.35 release successfully addresses these priorities. It graduates in-place pod resource adjustments to general availability, allowing administrators to modify CPU and memory allocations without service interruption. Concurrently, the project deprecates IP Virtual Server (IPVS) proxy mode, guiding networking towards a more contemporary architecture. The release also…

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Valentin Podkamennyi
Valentin Podkamennyi

Written by Valentin Podkamennyi

Serial entrepreneur and seasoned software engineer, specializing in software development, architecture design, and generative AI. vpodk.com