Designing lifecycle policies for AgentCore memory

Amazon Bedrock's AgentCore introduces memory lifecycle policies to manage long-term agent memories, preventing outdated context from degrading performance. The approach uses AWS tools to score, consolidate, and prune memories, enhancing agent effectiveness over time.