Monitoring a single application is easier than monitoring many instances of different services. It's important to create dashboards and automated tools that provide metrics in order to make this task easier to accomplish. When a new error occurs, it can be hard to figure out where the problem is. A good log-tracing mechanism should be used to identify which service of the application is not working as expected. This means that you don't have to analyze all the services.