# Amazon Elastic Kubernetes Service

Published articles for Amazon Elastic Kubernetes Service.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Fault tolerant distributed training on Amazon EKS using NVRx

DevFeed: [Fault tolerant distributed training on Amazon EKS using NVRx](<https://devfeed.tech/articles/fault-tolerant-distributed-training-on-amazon-eks-using-nvrx-31520.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/machine-learning/fault-tolerant-distributed-training-on-amazon-eks-using-nvrx/>)

Author: Aravind Neelakantan

Published: 2026-09-16T18:59:25Z

Content type: tutorial

Language: en

Sources: [Artificial Intelligence](<https://devfeed.tech/sources/artificial-intelligence.md>)

Topics: [NCCL](<https://devfeed.tech/topics/nccl.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [PyTorch](<https://devfeed.tech/topics/pytorch.md>), [distributed-training](<https://devfeed.tech/topics/distributed-training.md>), [Resilience](<https://devfeed.tech/topics/resilience.md>), [GPU](<https://devfeed.tech/topics/gpu.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [async](<https://devfeed.tech/tags/async.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [distributed-training](<https://devfeed.tech/tags/distributed-training.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [resiliency](<https://devfeed.tech/tags/resiliency.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

### AI overview

This tutorial integrates NVIDIA Resiliency Extension (NVRx) with PyTorch FSDP training on Amazon EKS. It covers asynchronous checkpointing, in-process restart, and in-job restart, and reports H100 benchmarks at 2- to 8-node scale with 99%+ training efficiency and recovery measured in seconds.

### Source excerpt

Integrate NVIDIA Resiliency Extension (NVRx) into PyTorch FSDP training on Amazon EKS to overlap checkpoint I/O with training and recover from GPU faults in seconds. This post covers async checkpointing, in-process restart, and ft_launcher in-job restart, with H100 benchmarks at 2 to 8 nodes showing 99%+ training efficiency and second-scale recovery.

## Automate proxy injection for Amazon EKS on AWS Fargate using Kyverno

DevFeed: [Automate proxy injection for Amazon EKS on AWS Fargate using Kyverno](<https://devfeed.tech/articles/automate-proxy-injection-for-amazon-eks-on-aws-fargate-using-kyverno-4624.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/automate-proxy-injection-for-amazon-eks-on-aws-fargate-using-kyverno/>)

Author: Himanshu Bansal

Published: 2026-09-01T15:59:57Z

Content type: tutorial

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [Amazon EC2](<https://devfeed.tech/topics/amazon-ec2.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [aws-fargate](<https://devfeed.tech/tags/aws-fargate.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [containers](<https://devfeed.tech/tags/containers.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [policy](<https://devfeed.tech/tags/policy.md>)

### AI overview

This tutorial shows how to use a Kyverno mutating admission policy to inject corporate HTTP/HTTPS proxy environment variables into Amazon EKS pods running on AWS Fargate. It targets labeled namespaces, avoids per-application manifest changes, and covers validation and proxy bypasses for Fluent Bit and AWS endpoints.

### Source excerpt

Learn how to use a Kyverno mutating admission policy to automatically inject corporate proxy environment variables into Amazon EKS on AWS Fargate pods at admission time, delivering consistent egress compliance without modifying application deployment manifests.

## Fast model loading for AI inference on Amazon EKS

DevFeed: [Fast model loading for AI inference on Amazon EKS](<https://devfeed.tech/articles/fast-model-loading-for-ai-inference-on-amazon-eks-4630.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/fast-model-loading-for-ai-inference-on-amazon-eks/>)

Author: Sajjan Gundapuneedi

Published: 2026-09-01T15:48:15Z

Content type: article

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Inference Performance](<https://devfeed.tech/topics/inference-performance.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Amazon S3](<https://devfeed.tech/topics/amazon-s3.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-inference](<https://devfeed.tech/tags/ai-inference.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [cuda](<https://devfeed.tech/tags/cuda.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [inference](<https://devfeed.tech/tags/inference.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [s3](<https://devfeed.tech/tags/s3.md>), [sglang](<https://devfeed.tech/tags/sglang.md>), [startup](<https://devfeed.tech/tags/startup.md>), [vllm](<https://devfeed.tech/tags/vllm.md>)

### AI overview

The article analyzes cold-start delays for AI inference pods on Amazon EKS. It finds that startup bottlenecks vary by model size: torch.compile dominates for smaller models, while loading weights from S3 to GPU memory dominates for larger models. Configuration changes to Run:ai Model Streamer reduce model-loading time on repeat launches.

### Source excerpt

When you scale AI inference on Amazon EKS, every new pod must load model weights into GPU memory before serving traffic. We investigated where cold-start time goes and found two configuration-only changes to Run:ai Model Streamer that cut model startup time by 80-93% on subsequent launches, with no code changes.

## Break-glass access for Amazon EKS when federated identity fails

DevFeed: [Break-glass access for Amazon EKS when federated identity fails](<https://devfeed.tech/articles/break-glass-access-for-amazon-eks-when-federated-identity-fails-4625.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/break-glass-access-for-amazon-eks-when-federated-identity-fails/>)

Author: Sam Mukherjee

Published: 2026-08-26T16:20:28Z

Content type: article

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [AWS Identity and Access Management (IAM)](<https://devfeed.tech/topics/aws-identity-and-access-management-iam.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [MFA](<https://devfeed.tech/topics/mfa.md>), [Authorization](<https://devfeed.tech/topics/authorization.md>), [iac-security](<https://devfeed.tech/topics/iac-security.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [aws-iam](<https://devfeed.tech/tags/aws-iam.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [identity-and-access-management](<https://devfeed.tech/tags/identity-and-access-management.md>), [infrastructure-as-code](<https://devfeed.tech/tags/infrastructure-as-code.md>), [mfa](<https://devfeed.tech/tags/mfa.md>), [migration](<https://devfeed.tech/tags/migration.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

### AI overview

This post presents a break-glass access pattern for Amazon EKS clusters when a federated identity provider fails. It describes a dedicated cross-account IAM role with enforced, recency-aware MFA, infrastructure-as-code templates, validation tests, and post-incident recovery procedures.

### Source excerpt

Implementing break-glass access for Amazon EKS clusters removes the circular dependency where a federated identity provider outage locks you out of the clusters you need to reach to fix it. This post supplies a cross-account IAM role with enforced MFA, infrastructure-as-code templates, validation tests, and a post-incident recovery procedure.

## Deep dive into Amazon EKS certificate authority rotation

DevFeed: [Deep dive into Amazon EKS certificate authority rotation](<https://devfeed.tech/articles/deep-dive-into-amazon-eks-certificate-authority-rotation-4627.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/deep-dive-into-amazon-eks-certificate-authority-rotation/>)

Author: Micah Hausler

Published: 2026-08-19T20:55:49Z

Content type: article

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [TLS (Transport Layer Security)](<https://devfeed.tech/topics/tls.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [AWS Fargate](<https://devfeed.tech/topics/aws-fargate.md>), [CI/CD](<https://devfeed.tech/topics/cicd.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [availability](<https://devfeed.tech/tags/availability.md>), [aws](<https://devfeed.tech/tags/aws.md>), [aws-fargate](<https://devfeed.tech/tags/aws-fargate.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [deep-dive](<https://devfeed.tech/tags/deep-dive.md>), [security](<https://devfeed.tech/tags/security.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>), [tls](<https://devfeed.tech/tags/tls.md>)

### AI overview

This deep dive explains Amazon EKS certificate authority rotation. It describes the managed lifecycle, automated safeguards, rollback, AWS-managed components, and the customer responsibilities needed to preserve connectivity during the transition.

### Source excerpt

Amazon EKS now provides a managed, non-disruptive lifecycle for rotating your cluster's certificate authority (CA), with automated safeguards and rollback. This deep dive explains how CA rotation works, what AWS handles versus what you must update, and how to walk through the rotation lifecycle on your own timeline.

## Characterizing SQL\*Net latency in your application for Oracle Database@AWS migrations

DevFeed: [Characterizing SQL\*Net latency in your application for Oracle Database@AWS migrations](<https://devfeed.tech/articles/characterizing-sql-net-latency-in-your-application-for-oracle-database-aws-migrations-4696.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/database/characterizing-sqlnet-latency-in-your-application-for-oracle-databaseaws-migrations/>)

Author: Sameer Malik

Published: 2026-08-18T18:17:28Z

Content type: article

Language: en

Sources: [AWS Database Blog](<https://devfeed.tech/sources/aws-database-blog.md>)

Topics: [Oracle Database](<https://devfeed.tech/topics/oracle-database.md>), [Latency](<https://devfeed.tech/topics/latency.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Database](<https://devfeed.tech/topics/database.md>), [Network](<https://devfeed.tech/topics/network.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-ec2](<https://devfeed.tech/tags/amazon-ec2.md>), [amazon-elastic-container-service](<https://devfeed.tech/tags/amazon-elastic-container-service.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [amazon-vpc](<https://devfeed.tech/tags/amazon-vpc.md>), [aws](<https://devfeed.tech/tags/aws.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [database](<https://devfeed.tech/tags/database.md>), [latency](<https://devfeed.tech/tags/latency.md>), [migration](<https://devfeed.tech/tags/migration.md>), [network](<https://devfeed.tech/tags/network.md>), [oracle](<https://devfeed.tech/tags/oracle.md>), [oracle-database-aws](<https://devfeed.tech/tags/oracle-database-aws.md>), [performance](<https://devfeed.tech/tags/performance.md>)

### AI overview

This article presents a methodology for assessing SQL*Net latency sensitivity before migrating Oracle workloads to Oracle Database@AWS. It focuses on identifying workloads with fast, frequent, and concentrated SQL activity, then quantifying the impact of added network round-trip latency in a multi-cloud architecture. It also discusses reducing client-server round trips through stored procedures, array fetches, and bulk processing.

### Source excerpt

Oracle Database@AWS places Oracle Exadata infrastructure inside AWS data centers, so SQL*Net latency between your application and the database can change after migration. This post presents the CRET methodology, a three-phase approach using AWR, Active Session History, and SQL Trace, to identify latency-sensitive SQL and quantify the impact before you migrate.

## Deploying IPv6-first EKS on AWS: What Still Doesn't Work, and What It Saves

DevFeed: [Deploying IPv6-first EKS on AWS: What Still Doesn't Work, and What It Saves](<https://devfeed.tech/articles/deploying-ipv6-first-eks-on-aws-what-still-doesn-t-work-and-what-it-saves-11454.md>)

Original publisher: [Read original article](<https://labs.ripe.net/author/spidee/deploying-ipv6-first-eks-on-aws-what-still-doesnt-work-and-what-it-saves/>)

Author: Spiro Stathakis

Published: 2026-08-14T08:57:28Z

Content type: article

Language: en

Sources: [RIPE Labs](<https://devfeed.tech/sources/ripe-labs.md>)

Topics: [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [VPC](<https://devfeed.tech/topics/vpc.md>), [networking](<https://devfeed.tech/topics/networking.md>), [cloud-infrastructure](<https://devfeed.tech/topics/cloud-infrastructure.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [amazon](<https://devfeed.tech/tags/amazon.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [aws](<https://devfeed.tech/tags/aws.md>), [cni](<https://devfeed.tech/tags/cni.md>), [competition](<https://devfeed.tech/tags/competition.md>), [cost](<https://devfeed.tech/tags/cost.md>), [ip](<https://devfeed.tech/tags/ip.md>), [ipv4](<https://devfeed.tech/tags/ipv4.md>), [ipv6](<https://devfeed.tech/tags/ipv6.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [nat](<https://devfeed.tech/tags/nat.md>), [networking](<https://devfeed.tech/tags/networking.md>), [networks](<https://devfeed.tech/tags/networks.md>), [vpc](<https://devfeed.tech/tags/vpc.md>)

### AI overview

A field report on deploying an IPv6-first Amazon Elastic Kubernetes Service platform on AWS. It explains how IPv6 pods, VPC networking, and an egress-only Internet gateway reduce dependence on NAT gateways and public IPv4 addresses, while legacy IPv4-only dependencies such as databases, payment APIs, and container registries still impose compatibility requirements and costs.

### Source excerpt

In this field report on IPv6-first Amazon Elastic Kubernetes Service (EKS), the isp6 team shares which dependencies still drag IPv4 back in, what they learnt from /28s, and why the saving is large but not automatic.

## Adobe Firefly: Simplified observability with Amazon Managed Prometheus

DevFeed: [Adobe Firefly: Simplified observability with Amazon Managed Prometheus](<https://devfeed.tech/articles/adobe-firefly-simplified-observability-with-amazon-managed-prometheus-4634.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/architecture/adobe-firefly-simplified-observability-with-amazon-managed-prometheus/>)

Author: Dev Arora

Published: 2026-08-13T00:14:19Z

Content type: article

Language: en

Sources: [AWS Architecture Blog](<https://devfeed.tech/sources/aws-architecture-blog.md>)

Topics: [observability](<https://devfeed.tech/topics/observability.md>), [GPU](<https://devfeed.tech/topics/gpu.md>), [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Training AI Models](<https://devfeed.tech/topics/training-ai-models.md>)

Tags: [adobe](<https://devfeed.tech/tags/adobe.md>), [amazon](<https://devfeed.tech/tags/amazon.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [amazon-managed-service-for-prometheus](<https://devfeed.tech/tags/amazon-managed-service-for-prometheus.md>), [amazon-web-services-aws](<https://devfeed.tech/tags/amazon-web-services-aws.md>), [aws](<https://devfeed.tech/tags/aws.md>), [compute](<https://devfeed.tech/tags/compute.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [customer-solutions](<https://devfeed.tech/tags/customer-solutions.md>), [data](<https://devfeed.tech/tags/data.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [jobs](<https://devfeed.tech/tags/jobs.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [observability](<https://devfeed.tech/tags/observability.md>), [performance](<https://devfeed.tech/tags/performance.md>), [prometheus](<https://devfeed.tech/tags/prometheus.md>)

### AI overview

Adobe Firefly migrated critical GPU infrastructure metrics from self-managed Prometheus to Amazon Managed Service for Prometheus. The article describes the observability challenges of large-scale model training on Amazon EKS, including high-cardinality GPU, compute, memory, and network telemetry, and reports 28x faster GPU metric queries with improved reliability and operational efficiency.

### Source excerpt

Learn how Adobe Firefly achieved 28x faster GPU metric queries by migrating from self-managed Prometheus to Amazon Managed Service for Prometheus, with improvements in query performance, infrastructure reliability, and operational efficiency.

## Forensic container checkpointing on Amazon Elastic Kubernetes Service (Amazon EKS)

DevFeed: [Forensic container checkpointing on Amazon Elastic Kubernetes Service (Amazon EKS)](<https://devfeed.tech/articles/forensic-container-checkpointing-on-amazon-elastic-kubernetes-service-amazon-eks-4631.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/forensic-container-checkpointing-on-amazon-eks/>)

Author: Varun DeviReddy

Published: 2026-08-12T17:38:15Z

Content type: tutorial

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [incident](<https://devfeed.tech/topics/incident.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [api](<https://devfeed.tech/tags/api.md>), [container-security](<https://devfeed.tech/tags/container-security.md>), [containers](<https://devfeed.tech/tags/containers.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [memory](<https://devfeed.tech/tags/memory.md>), [processes](<https://devfeed.tech/tags/processes.md>), [security](<https://devfeed.tech/tags/security.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

### AI overview

This tutorial explains how to preserve volatile runtime evidence from suspicious containers on Amazon EKS by using the Kubelet Checkpoint API. It deploys a checkpoint agent that captures container state without stopping the workload, packages the result as an OCI image, and stores it in Amazon ECR for later forensic analysis.

### Source excerpt

Amazon EKS 1.34 makes the Kubelet Checkpoint API functional, so you can capture a running container's full state (memory, processes, and network connections) without stopping the workload. This post shows how to deploy an unprivileged checkpoint agent that stores forensic checkpoints in Amazon ECR as OCI images for later analysis.

## Introducing advanced Kubernetes control plane configuration in Amazon EKS

DevFeed: [Introducing advanced Kubernetes control plane configuration in Amazon EKS](<https://devfeed.tech/articles/introducing-advanced-kubernetes-control-plane-configuration-in-amazon-eks-4632.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/introducing-advanced-kubernetes-control-plane-configuration-in-amazon-eks/>)

Author: Ashok Srirama

Published: 2026-08-12T17:23:45Z

Content type: article

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [configuration](<https://devfeed.tech/topics/configuration.md>), [API](<https://devfeed.tech/topics/api.md>), [Availability](<https://devfeed.tech/topics/availability.md>), [Provisioning](<https://devfeed.tech/topics/provisioning.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [ai-ml](<https://devfeed.tech/tags/ai-ml.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [api](<https://devfeed.tech/tags/api.md>), [availability](<https://devfeed.tech/tags/availability.md>), [ci-cd](<https://devfeed.tech/tags/ci-cd.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [packing](<https://devfeed.tech/tags/packing.md>), [retention](<https://devfeed.tech/tags/retention.md>), [storage](<https://devfeed.tech/tags/storage.md>)

### AI overview

Amazon EKS introduces advanced Kubernetes control plane configuration, allowing users to set API server, scheduler, and controller manager parameters directly. The article covers pod placement scoring, event retention, and HPA synchronization settings through feature explanations and hands-on walkthroughs.

### Source excerpt

With Amazon EKS, you can now configure Kubernetes control plane components (the API server, scheduler, and controller manager) directly through EKS APIs. This post explains what's configurable and includes two hands-on walkthroughs: enabling MostAllocated bin-packing to optimize pod placement, and tuning event retention duration.

## Centralize cross-account Amazon ECS telemetry with an ADOT gateway

DevFeed: [Centralize cross-account Amazon ECS telemetry with an ADOT gateway](<https://devfeed.tech/articles/centralize-cross-account-amazon-ecs-telemetry-with-an-adot-gateway-4626.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/centralize-cross-account-amazon-ecs-telemetry-with-an-adot-gateway/>)

Author: Rahul Kumar

Published: 2026-08-06T16:13:46Z

Content type: tutorial

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon Elastic Container Service](<https://devfeed.tech/topics/amazon-elastic-container-service.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [OpenTelemetry](<https://devfeed.tech/topics/opentelemetry.md>), [SIEM, Security, Observability](<https://devfeed.tech/topics/siem-security-observability.md>), [Amazon CloudWatch](<https://devfeed.tech/topics/amazon-cloudwatch.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Windows](<https://devfeed.tech/topics/windows.md>), [.NET Framework](<https://devfeed.tech/topics/net-framework.md>), [Traces](<https://devfeed.tech/topics/traces.md>), [log management](<https://devfeed.tech/topics/log-management.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>)

Tags: [amazon-cloudwatch](<https://devfeed.tech/tags/amazon-cloudwatch.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-container-service](<https://devfeed.tech/tags/amazon-elastic-container-service.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [aws](<https://devfeed.tech/tags/aws.md>), [intermediate-200](<https://devfeed.tech/tags/intermediate-200.md>), [logs](<https://devfeed.tech/tags/logs.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [net-framework](<https://devfeed.tech/tags/net-framework.md>), [observability](<https://devfeed.tech/tags/observability.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [traces](<https://devfeed.tech/tags/traces.md>), [windows](<https://devfeed.tech/tags/windows.md>)

### AI overview

This tutorial presents a centralized AWS Distro for OpenTelemetry gateway for collecting telemetry from Amazon ECS workloads across multiple AWS accounts. It replaces per-task sidecars, supports Windows .NET Framework tasks, receives OTLP over private connectivity, and exports traces to AWS X-Ray plus metrics and logs to Amazon CloudWatch.

### Source excerpt

Running an OpenTelemetry collector as a sidecar in every Amazon ECS task does not scale across a multi-account estate, and it cannot run at all on Windows. Learn how to replace per-task sidecars with a single centralized ADOT gateway that ingests OTLP from workloads across accounts and exports traces to AWS X-Ray and metrics and logs to Amazon CloudWatch.

## Under the hood: how Amazon EKS Auto Mode detects, repairs, and diagnoses node failures

DevFeed: [Under the hood: how Amazon EKS Auto Mode detects, repairs, and diagnoses node failures](<https://devfeed.tech/articles/under-the-hood-how-amazon-eks-auto-mode-detects-repairs-and-diagnoses-node-failures-4633.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/containers/under-the-hood-how-amazon-eks-auto-mode-detects-repairs-and-diagnoses-node-failures/>)

Author: Sajjan Gundapuneedi

Published: 2026-08-05T18:48:18Z

Content type: article

Language: en

Sources: [Containers](<https://devfeed.tech/sources/containers.md>)

Topics: [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [systemd](<https://devfeed.tech/topics/systemd.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>)

Tags: [advanced-300](<https://devfeed.tech/tags/advanced-300.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [diagnostics](<https://devfeed.tech/tags/diagnostics.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [systemd](<https://devfeed.tech/tags/systemd.md>), [technical-how-to](<https://devfeed.tech/tags/technical-how-to.md>)

### AI overview

This article explains how Amazon EKS Auto Mode detects, diagnoses, drains, and replaces failed Kubernetes nodes. It describes the collaboration between the Node Monitoring Agent and Karpenter, including system-level fault detection, repair policies, safety thresholds, and node diagnostics without SSH.

### Source excerpt

On Amazon EKS Auto Mode, node failures are detected, drained, and replaced automatically before anyone reaches for a laptop. This post shows how the Node Monitoring Agent and Karpenter form a detect-and-replace cycle that runs by default, why specific faults trigger node replacement, and how to collect node diagnostics without SSH.

## AWS Weekly Roundup: AWS Builder Center at 1 year, Network Scanning in Security Hub, Loom for AWS, and more (July 13, 2026)

DevFeed: [AWS Weekly Roundup: AWS Builder Center at 1 year, Network Scanning in Security Hub, Loom for AWS, and more (July 13, 2026)](<https://devfeed.tech/articles/aws-weekly-roundup-aws-builder-center-at-1-year-network-scanning-in-security-hub-loom-for-aws-and-more-july-13-2026-4609.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/aws/aws-weekly-roundup-aws-builder-center-at-one-year-network-scanning-in-security-hub-loom-for-aws-and-more-july-13-2026/>)

Author: Esra Kayabali

Published: 2026-07-13T16:18:20Z

Content type: news

Language: en

Sources: [AWS News Blog](<https://devfeed.tech/sources/aws-news-blog.md>)

Topics: [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [amazon-aurora](<https://devfeed.tech/tags/amazon-aurora.md>), [amazon-elastic-container-service](<https://devfeed.tech/tags/amazon-elastic-container-service.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [amazon-sagemaker](<https://devfeed.tech/tags/amazon-sagemaker.md>), [announcements](<https://devfeed.tech/tags/announcements.md>), [aws](<https://devfeed.tech/tags/aws.md>), [aws-security-hub](<https://devfeed.tech/tags/aws-security-hub.md>), [community](<https://devfeed.tech/tags/community.md>), [ecosystem](<https://devfeed.tech/tags/ecosystem.md>), [github](<https://devfeed.tech/tags/github.md>), [hub](<https://devfeed.tech/tags/hub.md>), [launch](<https://devfeed.tech/tags/launch.md>), [linux](<https://devfeed.tech/tags/linux.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [news](<https://devfeed.tech/tags/news.md>), [platform](<https://devfeed.tech/tags/platform.md>), [sandbox](<https://devfeed.tech/tags/sandbox.md>), [security](<https://devfeed.tech/tags/security.md>), [spaces](<https://devfeed.tech/tags/spaces.md>), [week-in-review](<https://devfeed.tech/tags/week-in-review.md>), [workshops](<https://devfeed.tech/tags/workshops.md>)

### AI overview

AWS Weekly Roundup highlights the first anniversary of AWS Builder Center, including its expansion into sandbox environments, workshops, Spaces, community features, and the Builders' Library. It also covers the launch of Network Scanning in AWS Security Hub, which probes resources from the public internet to identify actual reachability, alongside other weekly AWS announcements.

### Source excerpt

AWS Builder Center turned one year old last week. Launched on July 9, 2025, the platform has grown from a community hub with Wishlist voting, community profiles, and a toolbox into a full ecosystem with sandbox environments, workshops, Spaces, and a Builders' Library. To mark the anniversary, Rick Suttles published a full feature timeline covering [...]

## AWS Weekly Roundup: Claude Sonnet 5 on AWS, Amazon WorkSpaces for AI agents, AWS service availability updates, and more (July 6, 2026)

DevFeed: [AWS Weekly Roundup: Claude Sonnet 5 on AWS, Amazon WorkSpaces for AI agents, AWS service availability updates, and more (July 6, 2026)](<https://devfeed.tech/articles/aws-weekly-roundup-claude-sonnet-5-on-aws-amazon-workspaces-for-ai-agents-aws-service-availability-updates-and-more-july-6-2026-4612.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/aws/aws-weekly-roundup-claude-sonnet-5-on-aws-amazon-workspaces-for-ai-agents-aws-service-availability-updates-and-more-july-6-2026/>)

Author: Daniel Abib

Published: 2026-07-06T15:46:43Z

Content type: news

Language: en

Sources: [AWS News Blog](<https://devfeed.tech/sources/aws-news-blog.md>)

Topics: [Amazon WorkSpaces](<https://devfeed.tech/topics/amazon-workspaces.md>), [Amazon EC2](<https://devfeed.tech/topics/amazon-ec2.md>), [AWS CloudFormation](<https://devfeed.tech/topics/aws-cloudformation.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [amazon-bedrock](<https://devfeed.tech/tags/amazon-bedrock.md>), [amazon-cloudwatch](<https://devfeed.tech/tags/amazon-cloudwatch.md>), [amazon-ec2](<https://devfeed.tech/tags/amazon-ec2.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [amazon-opensearch-service](<https://devfeed.tech/tags/amazon-opensearch-service.md>), [amazon-sagemaker-ai](<https://devfeed.tech/tags/amazon-sagemaker-ai.md>), [amazon-workspaces](<https://devfeed.tech/tags/amazon-workspaces.md>), [aws](<https://devfeed.tech/tags/aws.md>), [aws-certificate-manager](<https://devfeed.tech/tags/aws-certificate-manager.md>), [aws-cloudformation](<https://devfeed.tech/tags/aws-cloudformation.md>), [claude](<https://devfeed.tech/tags/claude.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [news](<https://devfeed.tech/tags/news.md>), [tls](<https://devfeed.tech/tags/tls.md>), [week-in-review](<https://devfeed.tech/tags/week-in-review.md>)

### AI overview

AWS weekly roundup covering Amazon WorkSpaces for AI agents, Claude Sonnet 5 availability, service availability updates, and recent launches including EC2 instances, CloudFormation Express mode, EKS Kubernetes rollbacks, and ACM ACME support.

### Source excerpt

A couple of editions ago I wrote about what I find so energizing about working with startups. Last week I got a fresh dose of it: I spent a few days with the AWS Startups team, listening to stories of founders talking about the problems they're actually solving. One story that stayed with me came [...]

## Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks

DevFeed: [Upgrade Amazon EKS clusters with confidence using Kubernetes version rollbacks](<https://devfeed.tech/articles/upgrade-amazon-eks-clusters-with-confidence-using-kubernetes-version-rollbacks-4623.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/aws/upgrade-amazon-eks-clusters-with-confidence-using-kubernetes-version-rollbacks/>)

Author: Micah Walter

Published: 2026-07-01T17:20:30Z

Content type: release

Language: en

Sources: [AWS News Blog](<https://devfeed.tech/sources/aws-news-blog.md>)

Topics: [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>)

Tags: [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [compute](<https://devfeed.tech/tags/compute.md>), [feature](<https://devfeed.tech/tags/feature.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [launch](<https://devfeed.tech/tags/launch.md>), [news](<https://devfeed.tech/tags/news.md>), [safety](<https://devfeed.tech/tags/safety.md>)

### AI overview

Amazon EKS introduces Kubernetes version rollbacks, allowing administrators to reverse an upgrade to the prior version within seven days. The feature includes rollback-readiness checks for node compatibility and add-on dependencies.

### Source excerpt

Learn how Kubernetes version rollbacks for Amazon EKS let you reverse cluster upgrades within seven days. This new feature provides a safety net for upgrade failures--no cluster rebuilds required--turning Kubernetes version upgrades into a reversible, low-risk operation.

## Building a Stateful IT Service Desk Agent with LangGraph on Amazon EKS

DevFeed: [Building a Stateful IT Service Desk Agent with LangGraph on Amazon EKS](<https://devfeed.tech/articles/building-a-stateful-it-service-desk-agent-with-langgraph-on-amazon-eks-4747.md>)

Original publisher: [Read original article](<https://aws.amazon.com/blogs/opensource/building-a-stateful-it-service-desk-agent-with-langgraph-on-amazon-eks/>)

Author: Sunil Ramachandra

Published: 2026-06-26T14:16:08Z

Content type: tutorial

Language: en

Sources: [AWS Open Source Blog](<https://devfeed.tech/sources/aws-open-source-blog.md>)

Topics: [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Amazon EKS](<https://devfeed.tech/topics/amazon-eks.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Amazon DynamoDB](<https://devfeed.tech/topics/amazon-dynamodb.md>), [Persistence](<https://devfeed.tech/topics/persistence.md>), [FastAPI](<https://devfeed.tech/topics/fastapi.md>), [OpenTelemetry](<https://devfeed.tech/topics/opentelemetry.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [autoscaling](<https://devfeed.tech/topics/autoscaling.md>), [Graphs](<https://devfeed.tech/topics/graphs.md>), [tracing](<https://devfeed.tech/topics/tracing.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>)

Tags: [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [amazon-dynamodb](<https://devfeed.tech/tags/amazon-dynamodb.md>), [amazon-eks](<https://devfeed.tech/tags/amazon-eks.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [autoscaling](<https://devfeed.tech/tags/autoscaling.md>), [backend](<https://devfeed.tech/tags/backend.md>), [graphs](<https://devfeed.tech/tags/graphs.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [opentelemetry](<https://devfeed.tech/tags/opentelemetry.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [persistence](<https://devfeed.tech/tags/persistence.md>), [tracing](<https://devfeed.tech/tags/tracing.md>)

### AI overview

This article presents a stateful IT service desk AI agent built with LangGraph. It autonomously handles routine Level 1 support requests, escalates complex issues with context, persists state in Amazon DynamoDB, and uses Amazon EKS, FastAPI, OpenTelemetry, and Kubernetes autoscaling.

### Source excerpt

IT support teams face a persistent challenge: employees expect instant answers to common questions (VPN setup, single sign-on troubleshooting, new-hire onboarding), but novel or complex issues still require human expertise. An AI agent that confidently answers, "How do I reset my VPN?" but hallucinates a response to "My IAM Identity Center session keeps expiring after [...]

## Posts from the Past, October 2025

DevFeed: [Posts from the Past, October 2025](<https://devfeed.tech/articles/posts-from-the-past-october-2025-10918.md>)

Original publisher: [Read original article](<https://blog.scottlowe.org/2025/10/22/posts-from-the-past-october-2025/>)

Author: Scott Lowe

Published: 2025-10-22T18:00:00Z

Content type: article

Language: en

Sources: [Scott's Weblog](<https://devfeed.tech/sources/scott-s-weblog.md>)

Topics: [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Azure](<https://devfeed.tech/topics/azure.md>)

Tags: [2025](<https://devfeed.tech/tags/2025.md>), [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [ansible](<https://devfeed.tech/tags/ansible.md>), [aws](<https://devfeed.tech/tags/aws.md>), [azure](<https://devfeed.tech/tags/azure.md>), [cilium](<https://devfeed.tech/tags/cilium.md>), [cli](<https://devfeed.tech/tags/cli.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [cni](<https://devfeed.tech/tags/cni.md>), [containers](<https://devfeed.tech/tags/containers.md>), [cri-o](<https://devfeed.tech/tags/cri-o.md>), [devops](<https://devfeed.tech/tags/devops.md>), [docker](<https://devfeed.tech/tags/docker.md>), [go](<https://devfeed.tech/tags/go.md>), [iac](<https://devfeed.tech/tags/iac.md>), [japan](<https://devfeed.tech/tags/japan.md>), [k8s](<https://devfeed.tech/tags/k8s.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [kubernetes-clusters](<https://devfeed.tech/tags/kubernetes-clusters.md>), [linux](<https://devfeed.tech/tags/linux.md>), [networking](<https://devfeed.tech/tags/networking.md>), [oci](<https://devfeed.tech/tags/oci.md>), [openstack](<https://devfeed.tech/tags/openstack.md>), [security](<https://devfeed.tech/tags/security.md>), [vagrant](<https://devfeed.tech/tags/vagrant.md>)

### AI overview

A retrospective roundup revisiting the author's Kubernetes, cloud infrastructure, and container-related posts published in October across several years. It highlights work involving Pulumi, Amazon EKS, Bottlerocket OS, Azure Kubernetes Service, Cluster API, AWS, kubeadm, Ansible, Vagrant, and OpenStack.

### Source excerpt

Every now and then, I publish one of these "Posts from the Past" articles that looks back on content I've created and posted over the life of this site. This year marks 20 years of content--I can hardly believe it! Don't worry, though; you won't have to go through 20 years of past posts. Here is a selection of posts from mid- to late October over the last decade or so. I hope you find something useful, informative, or at least entertaining! October 2024 Last year I shared information on how to use Pulumi to stand up an Amazon Elastic Kubernetes Service (EKS) cluster with Bottlerocket OS on the Kubernetes nodes--without using any higher-level Pulumi components. October 2022 In 2022, after getting irritated with what I felt was a poor user experience when accessing Azure Kubernetes Service (AKS) clusters created with Pulumi, I published this post on how to change the Kubeconfig file for a more streamlined user experience. October 2021 Cluster API is the name of the game for multiple posts in October 2021. First I wrote this article on kustomize transformer configurations for Cluster API v1beta1 (so that you can use kustomize to manipulate Cluster API manifests), followed up later that month with an article on influencing Cluster API AMI selection. I also touched upon using the external (out of tree) cloud provider for AWS that month, a topic I am revisiting soon as I explore integrating Talos Linux with AWS. October 2020 More Cluster API content--this time discussing IaC considerations for Cluster API (think things like integrating workload clusters with existing AWS workloads or services). October 2019 In October 2019 I explored using jk to programmatically create Kubernetes manifests, and discussed how to use kustomize with kubeadm configuration files. October 2018 Plenty of articles discuss the use of kubeadm to bootstrap Kubernetes clusters (including a few I wrote!), but what of talking about using kubeadm to stand up an etcd cluster? I've got you covered! October 2

## Containers on AWS: Comparing ECS and EKS

DevFeed: [Containers on AWS: Comparing ECS and EKS](<https://devfeed.tech/articles/containers-on-aws-comparing-ecs-and-eks-18005.md>)

Original publisher: [Read original article](<https://blog.guilleojeda.com/containers-on-aws-comparing-ecs-and-eks>)

Author: Guillermo Ojeda

Published: 2024-04-22T23:24:13Z

Content type: article

Language: en

Sources: [Guille Ojeda](<https://devfeed.tech/sources/guille-ojeda.md>)

Topics: [Amazon Elastic Container Service](<https://devfeed.tech/topics/amazon-elastic-container-service.md>), [Amazon Elastic Kubernetes Service](<https://devfeed.tech/topics/amazon-elastic-kubernetes-service.md>), [Containers](<https://devfeed.tech/topics/containers.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>)

Tags: [amazon-elastic-kubernetes-service](<https://devfeed.tech/tags/amazon-elastic-kubernetes-service.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [article](<https://devfeed.tech/tags/article.md>), [aws](<https://devfeed.tech/tags/aws.md>), [container](<https://devfeed.tech/tags/container.md>), [containers](<https://devfeed.tech/tags/containers.md>), [ecs](<https://devfeed.tech/tags/ecs.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>)

### AI overview

This article compares Amazon Elastic Container Service (ECS) and Amazon Elastic Kubernetes Service (EKS) for running and scaling containerized applications on AWS. It introduces container orchestration, explains ECS features, components, and EC2 and Fargate launch types, and discusses factors for choosing between the services.

### Source excerpt

Containers offer a lightweight, portable, and scalable solution for running software consistently across different environments. But as the number of containers grows, managing them becomes increasingly complex. That's where container orchestration c...