The hermes-agent repository on GitHub provides a framework for building evolving AI agents. It focuses on persistent memory and iterative growth to improve task performance over time. Developers can now implement agents that adapt based on user interaction. This tool offers a lightweight alternative to complex agentic orchestration layers for small-scale deployments.