Gremlin and AWS EKS

Test Amazon EKS worker node reliability with Gremlin. Simulate node failures and resource pressure to validate pod rescheduling and cluster resilience.

Why EKS reliability is important

Amazon EKS is built for high reliability. ReplicaSets, liveness probes, and the cluster autoscaler are all designed to keep workloads running when a node disappears. That safety net is real, and it is also the reason most teams have never checked whether it holds for their own services.

Node loss on EKS is routine. Spot instance reclamation, version upgrades, and autoscaling events remove nodes every week, and your cluster absorbs them quietly until the day it doesn't. Install the Gremlin Agent on your worker nodes to prepare for that day. With Gremlin, you can:

  • Prove your pods reschedule cleanly. Run a shutdown experiment to remove a node while you monitor your services. You'll find out whether pod disruption budgets were ever set, how long it takes Kubernetes to schedule replacements onto nodes with capacity, and how long your service runs degraded before recovering.
  • Test the upgrades you can't opt out of. Surge upgrades cycle nodes faster than Kubernetes can migrate slow-starting containers. Applying CPU and memory pressure during a rolling replacement shows you whether your cluster has the headroom it needs before AWS schedules the next version bump.
  • Validate redundancy across availability zones. Blackhole experiments isolate a zone so you can confirm the remaining zones carry your traffic. Multi-AZ node groups look correct in Terraform, but only a test proves your topology constraints distribute pods the way you expect.

Building resilience on EKS with Gremlin

EKS is an infrastructure service, which means it supports the Gremlin agent*. This lets you run the full suite of Gremlin experiments. Using the Gremlin agent, you can find deep, infrastructure-level reliability risks in your EKS workloads, such as:

  • Scaling problems due to missing or misconfigured autoscaling rules
  • Processes that don't auto-recover after a crash
  • Limited redundancy on the host and network level
You can also run these expert-built workflows designed to replicate real-world failure modes on EKS:

* Gremlin is designed to work on any cloud platform that provides Linux or Windows hosts. We haven't individually tested every service we cover, and not all are officially supported. Check our compatibility documentation for tested operating systems and known caveats, or get in touch if you don't see yours.

resources

Learn more about Gremlin and EKS

All product names, logos, and brands are property of their respective owners. AWS is a trademark of Amazon.com, Inc.; Azure is a trademark of Microsoft Corporation; Google Cloud is a trademark of Google LLC. Use of these names is for identification purposes only and does not imply endorsement or affiliation unless otherwise stated.

Avoid downtime. Use Gremlin to turn failure into resilience.

Gremlin empowers you to proactively root out failure before it causes downtime. See how you can harness chaos to build resilient systems by requesting a demo of Gremlin.

Product Hero ImageShape