Build AI-native full-stack features for the Amplify control plane, delivering production-ready React frontends and scalable Java microservices. Design databases, APIs, improve reliability, mentor engineers, and use AI-assisted tools responsibly to accelerate development and maintain high-quality, observable production systems.