The hermes-agent repository on GitHub provides a framework for building evolving AI assistants. It focuses on persistent memory and iterative growth to improve agent performance over time. This tool allows developers to implement long-term learning loops. Practitioners can now deploy agents that refine their behavior based on historical user interactions.