In this blogpost, we will go through the story of how we implemented Kubernetes autoscaling using Prometheus, and the struggles we have faced on the way there. The application running on Kubernetes was the Magento eCommerce platform, as you may find later that we are using statistics from Nginx and PHP-FPM.