Latest Deployments Articles

Amazon ECS deployment strategies and auto scaling determine how containerized services change over time. Deployments control how new versions replace old versions, while auto scaling controls how many tasks run as traffic, resource usage, or queue backlog changes.

Production Kubernetes applications rarely run as manually created pods. Pods are disposable runtime units: they can disappear during node failures, deployments, scaling events, evictions, and infrastructure maintenance. Something must continuously ensure that the required number and type of pods exi