We explore the hidden engineering challenge of session management in AI interfaces. Learn why stateless APIs struggle with stateful human conversation, causing context pollution, lost-in-the-middle failures, and rising token costs. We cover deterministic fixes like timeouts and commands, smarter architectural patterns using summaries and metadata, and the future of autonomous session management in voice and chat agents.