Nasiko provides a centralized platform for AI agent lifecycle management, combining agent registry with version-controlled storage, automated Docker/Kubernetes deployment, and hot deployment capabilities. The system uses LangChain for intelligent query routing and capability matching, with probabilistic agent selection and fallback handling. It also includes enterprise-grade infrastructure with Kong API Gateway, multi-auth support, load balancing, and observability tooling.