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Google Kubernetes Engine is Google Cloud's managed service for deploying, scaling, and operating containerized workloads using Kubernetes.
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Microsoft made Azure Container Apps Express generally available on a sandbox layer that starts isolated microVMs from prewarmed pools in under a second. The agent-oriented engineering sits in that layer, while Express on top keeps a narrow slice of Container Apps features.
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containerd's September 1 advisory says a container restored from an untrusted checkpoint can run as root with full capabilities despite a restrictive Pod spec. Admission approves the spec, and restore then replays saved state without the step that turns a spec into kernel settings.
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Google says GKE Pod snapshots, which restore saved CPU and GPU memory, cut startup latency by up to 89% and load a 70B model in 37 seconds. When a snapshot stops matching its node, the Pod starts cold with no error, so teams must keep snapshots valid across upgrades.
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Justin O'Leary's ConfigConfusion technique turns on the fact that Google's Config Connector makes every cloud call with its own service account, so a tenant who can create one IAMPolicyMember inherits whatever that account is allowed to grant.
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The scanner covers 20 classes of idle resource, prices each finding from the Cloud Billing Catalog API, and generates its read-only role from what every check declares. The walkthrough stops before a priced finding prints.
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Google's final report on the August 20 incident traces more than two dozen degraded products back to lost capacity on the links between data centers inside us-west1, after automated rerouting failed to move the traffic.
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Google's report on the 1 September us-central1 outage describes a 4-hour-11-minute failure that started when higher-density transceivers met fabric ends still running the old optics. Technicians fixed it by putting the original parts back.
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A dev.to walkthrough of a 600GB NVFP4 model on discounted 8xH100 spot nodes traces the two crashes that arrive before the first prompt to a pip resolver replacing numpy and a KV cache sized for a million tokens.
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Replica count, pod size and node count each have one tool that can move them. A dev.to guide to HPA, VPA, KEDA and Karpenter puts the usual production autoscaling failures at the boundaries between those three levels.
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Cilium 1.19 puts routing, mTLS and observability in one eBPF program per node, with a single Envoy per node for Layer 7. The 100 GB of RAM the post says that frees assumes 1,000 pods at the top of the sidecar range.
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Kubernetes 1.37 shipped on 26 August 2026 with the containerd CRI fallback still working, because a pull request merged three months earlier moved the removal to 1.38. Two of the guides link to that pull request.
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Tunable CrashLoopBackOff is now GA on GKE, with a per-node-pool maximum restart period anywhere from 1 to 300 seconds. It retires the privileged DaemonSets teams were using to rewrite kubelet config on accelerator nodes.
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Vertical autoscaling decisions now persist as KCP_VPA control plane logs with a state and a reason on every entry. That's the record a platform team needs the morning after an overnight resize. It also bills per VPA object per minute.
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The CPU you used to pin permanently for class loading and JIT is now a boost a webhook injects at admission and the VPA updater takes back in place. Scheduling still sizes on the boosted number, so the packing math changes twice.
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Google's preview cluster-scoped policy gives platform teams a rule namespace owners cannot override. What it does not give them is a cluster that denies by default.
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The chart was identical on EKS, AKS and GKE. Only GKE's nodes had cgroup v2, and the JVM inside sized its heap from the host's memory instead of the container's.
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Google's new passthrough repository mode keeps no image copy, so every pull goes live to JFrog. That shifts the provenance boundary and parks a registry credential in Secret Manager.
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