The article discusses how the author's company reduced their EC2 billing by up to 80% by using Kubernetes and spot instances. The company was initially struggling with high costs due to their use of on-demand instances, but by switching to spot instances and using Kubernetes to manage their workload, they were able to significantly reduce their costs. The author notes that the actual cost savings were around 60-70%, but the approach was still highly effective. The company's use of Kubernetes and spot instances allowed them to take advantage of cheaper computing resources while still maintaining high availability and reliability.