Scenario: You are leading a team building a distributed order-processing system that integrates with multiple payment gateways and a third-party logistics API. The system is facing the following issues: 1. Intermittent failures in API calls to external services. 2. High latency under load spikes. 3. Developers are often blocked waiting for environment setups and test data.