Long-Term Memory Gives Agents Continuity

Long-term memory lets an agent remember useful information across sessions, not just during one task. That could include preferences, past decisions, recurring patterns, or learned facts. It matters because users expect an assistant to get smarter over time, not forget everything tomorrow.