Design a serverless architecture system that can efficiently run and scale applications without managing underlying infrastructure. Focus on implementing Function as a Service (FaaS), designing event-driven architectures, and strategies for stateless computing. Address challenges like minimizing cold start latency, managing function dependencies, and integrating with other cloud services through API gateways.