Agentic Context Management: Agent Memory Is Not Merely a Storage & Retrieval Problem, It Is an Architecture Problem.

Most teams building AI agents are treating memory and inference cost as something the next model release will eventually fix. They believe that a bigger context window, a smarter retriever, a cheaper