Build and operate Go microservices for messaging, groups, safety, and live video; migrate legacy Java services to Go; develop gRPC APIs and data models; deploy with Docker, Kubernetes, Helm, and GitHub Actions; monitor with Datadog; debug production issues; implement security and data protection; review AI-generated code; and participate in an on-call rotation.