Agents feel continuous only when they can operate across two very different time horizons. They need the recent turns that make the current conversation coherent, and they need a smaller set of durable facts that can follow an authenticated user into a new conversation. This sample implements both horizons on Azure App Service with Microsoft Agent Framework, Azure Managed Redis, Azure Cosmos DB for NoSQL vector search, and Azure OpenAI.