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The Authorization Gap in AI Operations: Building a Policy-Enforced EKS Control Plane with Cedar, Step Functions, and Systems Manager

Originally published in AWSBuilder The hardest problem in AI-driven operations is not getting an agent to diagnose an incident. Modern models can co…

aistepfunctionsekscontrol
Dev.to Aug 20, 2026, 04:51 UTC
EN

The Kafka Incident That Was Just a Certificate (And the Operator That Saved MirrorMaker)

A Saturday afternoon alert: under-replicated partitions on the production Kafka cluster, well over the threshold. Status CRITICAL, replicas out of s…

eksstrimzikafkatls
Dev.to Aug 3, 2026, 08:15 UTC
EN

Terraform Should Not Deploy Into EKS. ArgoCD Should.

Many teams use Terraform to provision AWS and then keep going: Helm charts, namespaces, add-ons, even application manifests inside EKS. That looks e…

terraformeksargocdgitops
Dev.to Jul 29, 2026, 10:17 UTC
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GPUs keep falling off the PCIe bus, and standard node health does not notice

AWS engineers have published a field report from running Kubernetes at Amazon EKS scale with GPU workloads, and the recurring failure they call out…

kuberneteseksgpuselfhealing
Dev.to Jul 20, 2026, 00:25 UTC
EN

AWS puts gray zone failures into the EKS control loop

What AWS is calling out The New Stack, on July 10, published a walk-through of what running Kubernetes across a very large EKS fleet has taught AWS…

awsekskubernetessre
Dev.to Jul 12, 2026, 08:25 UTC
EN

kubernetes upgrades needed rollback more than another checklist

AWS announced EKS Version Rollback this week, and I think it is one of those features that will sound boring to anyone who has never owned a Kuberne…

kubernetesawseksplatformengineering
Dev.to Jul 4, 2026, 00:02 UTC
EN

How Logs Travel From Your EKS Pod to Datadog The Hidden Journey Inside / Kubernetes

How Logs Travel From Your EKS Pod to Datadog If you’re running applications on Kubernetes using Amazon EKS and suddenly seeing logs appear in Datado…

eksdatadogkubernetescontainers
Dev.to May 25, 2026, 02:28 UTC
EN

The Disk-Pressure Incident That Taught Me to Always Set LimitRanges and Other Lessons from Mirroring EKS Locally.

Part 6 of 7 — The Mac Kubernetes Lab: A Production-Mirror Setup from Scratch. Previously in Part 5: We installed Istio with revision-based upgrades,…

kubernetesplatformengineeringtutorialeks
Dev.to May 22, 2026, 13:26 UTC
EN

We Upgraded Airflow 2.8 to 3.1 on Kubernetes. Here Is What Actually Changed

We recently finished upgrading a production Airflow instance from 2.8 to 3.1 running on Amazon EKS . The whole thing took about 6 weeks from plannin…

airflowdataengineeringkuberneteseks
Dev.to May 6, 2026, 12:31 UTC

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