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