Validating AI Agent-Driven GPU Management on Kubernetes with HAMi and kagent

Source: mesutoezdil.substack.com GitHub Repo: kagentWithHami Chinese translation by Jimmy Song, originally published on WeChat One physical NVIDIA L40S virtualized into 10 vGPUs with HAMi. An AI Agent deployed as a Kubernetes CRD via kagent. Agent-to-Agent delegation, GPU pod creation, overcommit protection - all driven by Llama 3.3 70B with no closed-source dependencies.