- RESTful API endpoints for agent management
- WebSocket streaming for real-time outputs
- Plugin architecture for custom tools and models
- Namespace isolation and multi-tenant support
- Run history, logging, and observability
- Extensible memory and vector store integration
- Authentication and authorization hooks
- Horizontal scaling with asynchronous processing