The hermes-agent repository introduces a framework designed for evolving autonomous systems. It focuses on iterative growth and adaptability in agentic workflows. Developers can now implement agents that refine their capabilities through interaction. This is an incremental step for open-source agent tooling, providing a structured approach to long-term agent memory and skill acquisition.