Observability is essential because it provides greater control and complete visibility over complex distributed systems. Simple systems are easier to manage because they have fewer moving parts. However, in complex distributed systems, monitoring is necessary for CPU, logs, traces, memory, databases, and networking conditions. This monitoring helps in understanding these systems and applying appropriate solutions to problems.