Retrieval vs. memory in AI agents: why context layers need both (opens in new tab)

A returning user asks your agent why their bill doubled this month. The agent greets them by name, pulls up last week's billing dispute, and references the workaround your team suggested. Then it confidently quotes a pricing policy that was retired th...