It seems like everyone is moving to modern application architectures. What modern means can vary from person to person, but you safely assume it is going to involve cloud-native, and kubernetes. While there are many upsides to these architecturers, they do add a new level of complication to observability and troubleshooting.  With constantly changing and evolving applications, you need to approch troubleshooting differently.