Amazon CloudWatch Application Signals has introduced enhanced features that simplify monitoring of large-scale distributed applications. New capabilities include automatic service grouping based on relationships, contextual troubleshooting tools, and integration with CloudWatch Investigations, enabling faster root cause analysis and reducing operational maintenance time.