Keeping AI Agent Memories Fresh: A Lifecycle Strategy

Long-running AI agents pile up stale memories that tank performance and create compliance headaches. This guide shows you how to build smart memory lifecycle policies for Amazon Bedrock AgentCore using AWS Step Functions and AWS CDK—think of it as spring cleaning for your agent's brain, automatically scoring, consolidating, and pruning memories every night.