A production-oriented MCP (Model Control Plane) orchestration system designed to manage agentic workflows with statefulness, extensibility, cost control, and multi-step reasoning capabilities.

Treat recent search history as ephemeral user behavior, not core business data. Redis Sorted Sets provide a natural fit: O(log N) writes, automatic ordering, de-duplication, and bounded size—all without turning a lightweight behavior signal into a database concern.

A scalable, real-time chat platform leveraging Web3 authentication, microservices architecture, and message queuing for high concurrency and performance.