Explain the circuit breaker pattern and why it is essential in distributed systems. How would you implement it, and what metrics would you use to determine when to trip the circuit?

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The circuit breaker pattern is a critical resilience mechanism for distributed systems. Let me explain why it matters and how to implement it effectively. In a microservices architecture, services depend on each other.