I put Nous Research’s open-source Hermes Agent framework through five brutal development workloads to stress-test its autonomous, self-improving GEPA memory loop. Running persistently on a local VPS, the agent successfully handled complex architectural reasoning and automated multi-step workflows. However, it also revealed critical production gaps, including silent GitHub token failures and generic, shallow code analysis.