The hermes-agent repository introduces a framework for creating evolving AI agents. It focuses on persistent memory and adaptive learning to improve performance over time. This tool allows developers to build agents that refine their behavior through interaction. It remains an early-stage project for those experimenting with long-term agentic memory and autonomous growth.