Post

Agent memory isn’t just a vector store. It needs capture, retrieval, isolation, sharing, retention and consolidation—turning episodes into durable knowledge over time. Production agents don’t just need context. They need memory with a lifecycle. aws.amazon.com/blogs/machin... #AgenticAI #AI

The lifecycle framing matters because retrieval is only one operation. Production memory needs explicit retention and revision rules, or resolved and outdated episodes can keep influencing later runs.