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Kubernetes

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Ai2’s GPU Scheduler Turns Priority Into a Budget, but Leaves the Preemption Bill Unreported

Ai2 replaced priority levels with GPU-time budgets, fair-share...

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Microsoft’s Agent Lightning v1.0 Turns Agent Training Into a Sample-Accounting Problem

Microsoft’s rebuilt Agent Lightning trains agents through an...

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Kubernetes Node Swap Turns Idle Agent Memory Into a Density Bet With No Wake-Up Test

A Kubernetes blog says node swap packs up to three times more...

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CNCF’s Disaster Recovery Guide Turns Kubernetes Backups Into an Unreliable Signal

A new CNCF guide reproduces three Kubernetes failure scenarios...

A hand reaches among a cluster of white chess pawns to move one piece on a wooden board, evoking a scheduler selecting which lower-priority workload to evict.

Kubernetes v1.37 Turns Deferred Pod Resizes Into a Preemption Decision

A new alpha feature in Kubernetes v1.37 lets the scheduler...

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How to Build Leader Election in Python to Stop Split-Brain Writes

A step-by-step Python tutorial that builds leader election from...

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Kubernetes v1.37’s Rootless Mode Turns Container Breakouts Into a Contained Blast Radius

Kubernetes v1.37 graduates rootless mode to beta, so five recent...

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Kubernetes’ ExternalName Service Turns a Risky Namespace Migration Into a DNS Problem

One engineer's account of moving a critical Kubernetes service...

A green Start button and red Stop button on an industrial control panel, representing a workload that spins up on demand and shuts off when idle

Kubernetes v1.37 Turns HPA Scale-to-Zero Into a Default, Not an Add-On

Kubernetes v1.37 graduates native HorizontalPodAutoscaler...

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Kubernetes v1.37 Turns Pod Identity From a Bearer Token Into a Certificate

Kubernetes v1.37 graduates Pod Certificates and...

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