When we are designing a software system, we undertake many explicit and implicit assumptions. We always try to make the best decisions based on our knowledge, but there may be some parameters that we have underestimated or didn't take into account.

Using monitoring, we can validate our assumptions and verify that our application performs as intended and scales as expected. Good monitoring systems are also vital for detecting software bugs and to help us detect early potential security incidents.