ReasoningBank provides a structured framework for AI agents to store and retrieve past experiences. This system allows models to refine their logic by analyzing previous failures and successes. Google AI Research aims to reduce repetitive errors in complex workflows. Practitioners can now implement a persistent memory layer to improve agent reliability.