Why Duolingo Abandoned ECS for Kubernetes: Lessons from the Trenches
Kubernetes Aws ecs Eks Duolingo Platform engineering Container migration Argo cd Karpenter Keda Cloud infrastructure Microservices Aws
Senior Platform Engineer Franka Passing shares Duolingo's experience migrating 500+ microservices from AWS ECS to Kubernetes. The video covers motivations for the switch (advanced deployment strategies, open-source ecosystem access), technical challenges including IPv6-only networking and cloud rate limits, and cultural aspects like overcoming recency bias during incidents. Target audience includes platform engineers, SREs, and DevOps professionals managing large-scale containerized infrastructure.