Proficiency in Python (FastAPI, Async) for agent logic, REST APIs, and backend services. Experience with Pytorch. Comfort with TypeScript/React/Next.js for dashboards or visualizations. Experience building streaming or live-updating UIs for agent activity. Ability to craft intuitive and efficient interfaces for agent communication. Systems programming experience in Rust for high-performance agent components. Experience with Kubernetes and Docker for container orchestration. Experience with infrastructure automation and configuration management. Familiarity with scalable and cost-effective cloud infrastructure.