#DevtoKubernetes

A 4-page kubectl PDF for Kubernetes v1.31+: pod triage, debug containers, rollouts, DNS checks, pitfalls, and a 17-step debug checklist.

Manual infrastructure — SSH into a box, tweak a config, hope you remember what you changed — works...

Ship changes without downtime or big-bang risk. Recreate, rolling, blue-green, canary, and progressive delivery with automated analysis and rollback,

TL;DR. On top of part 2's offline render tests I added two Kyverno Chainsaw layers. One applies every...

Architect GKE for long-running Gemini 4 Argon agent sessions using VPA CPU startup boost, GCPBackendPolicy connection draining, and session checkpointing.

Tuần này trên Hacker News có một tin khiến nhiều sysadmin giật mình: vài lỗ hổng Linux kernel bị vô...

If you start your journey with containers and applications, you have surely heard of Docker and...

Step-by-step guide to deploy OpenTelemetry Collector, Grafana Tempo, Loki, and Prometheus in Kubernetes, with tail-based sampling, trace-log correlation.

NVIDIA Dynamo is an open-source inference framework for deploying large-scale generative AI models...

This is article 2 of 10 in Beyond Kubernetes Defaults. Read article 1: When Kubernetes Primitives...

AI traffic does not look like ordinary web traffic. Requests carry multi-megabyte documents, and...

Build a high-throughput model routing gateway on GKE to dynamically route requests between Gemini 4 Argon, Gemini 3.8 Flash, and local Gemma 4 models.

Teams without a platform team get the most from a platform that already includes deployment, scaling,...

The port in your local manifest is not the Service port in your chart. Flisk will not write the Helm values, and copying .autogenerated into the chart is how a laptop becomes a release.

kind and minikube are the right tool when your software talks to the Kubernetes API. They are an expensive costume when you are changing a handler. Flisk's own comparison says when to refuse it.

Kubernetes security failures usually do not look like network intrusions. An attacker who gets code...

Originally published on kuryzhev.cloud A solid Helm rollback strategy is usually missing the...

Your deployment rolled out. Thirty seconds later, kubectl get pods shows CrashLoopBackOff and a...

TL;DR On September 21, 2026, Google benchmarked the multi-cluster GKE Inference Gateway...