The Nature of Abstraction and Monitoring in Engineering Environments

The use of tools that abstract complex processes may make it more difficult for engineers to understand what is truly happening in their environments. This is because any abstraction layer moves you one level away from the actual process. However, clear logging and auditing in monitoring systems can provide insight into what is happening in the environment, especially in complex systems, and help identify issues when things go wrong.