This was a chapter with tons of information. Our goal was to show how to scale deployments with Kubernetes by not only showing you how to create multiple instances of the software, but also how to debug problems that you might run into.

We started the chapter off by looking at how to define the use of a load balancer and leverage the replica creation feature in Kubernetes to achieve scalability. With this type of scalability, we also achieve failover by using load balancer and multiple instances of the software for stateless applications.

After that, we showed you how to troubleshoot simple problems you might run into, and how to use persistent storage to avoid data loss if a node goes down or needs to be rebooted. 

In the next chapter, we will look at how to set up Ingress services and certificate managers to interface with LetsEncrypt.