When 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 didn't take into account or just underestimated.

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