Every time an AI agent completes a task, it forgets everything. The conversation context vanishes. The user preferences it inferred are gone. The multi-step reasoning chain it constructed dissolves. If you have built anything with LLM-based agents, you have hit this wall: agents are stateless by default, and making them stateful is an unsolved...