Beyond Monolithic RAG: Architectural Blueprints for Persistent, Long-Horizon AI Agents

Executive Summary The rapid evolution of Generative AI from passive conversational interfaces to enterprise-grade autonomous systems has exposed the limitations of traditional implementation paradigms