The correct service for analyzing and debugging production, distributed applications is AWS X-Ray. It provides developers with data to analyze and debug bottlenecks, latency, and other issues in microservices architectures. Amazon CloudWatch primarily focuses on monitoring and observability, not in-depth debugging. Amazon Inspector is a security assessment service to help improve the security and compliance of applications. AWS Step Functions is a serverless function orchestrator which makes it easy to sequence Lambda functions and multiple AWS services.