state management , Java, Grafana, Scalability, Prometheus, Kubernetes, AWS EKS, Rest Services, Go, Reliability, Agentic AI systems and orchestration workflows, Vector stores, GRPC, RAG, Serialization RPC frameworks, rbac, Container infrastructure, Protobuf