Creating an AI Streamer That Remembers Previous Visits — Designing Memory and Multi-Streaming States

A record of the design process for managing viewer memory scope and conversation state placement while developing an unmanned AI avatar streaming system. It summarizes the pitfalls of memory scope design and unique constraints, the transition from client-side state management to Redis snapshot aggregation, along with real-world measurements and lessons from failures.