Stateless Software Is Dying: The Rise of Context-Aware Systems

Traditional stateless computing, where every request is independent, dominated web architecture for its scalability and simplicity but struggles with AI-driven applications that require memory and context. Intelligent systems need to maintain past interactions, user behavior, and domain knowledge to deliver meaningful responses. This shift introduces new architectural layers including vector databases, session management, contextual memory stores, and state orchestration frameworks.