Decoding Agent Memory: Beyond the Buzzword

The term 'agent memory' has become ubiquitous but meaningless—a placeholder for vastly different implementations including context window expansion, vector database retrieval, dynamic user profiles, and task-specific scratchpads. This semantic confusion obscures distinct failure modes and design requirements, making it nearly impossible for users to understand what memory capability they're actually getting. Clarifying memory architecture and expectations is critical for advancing agent reliability and trust.