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