The Cloud Native Computing Foundation has promoted HAMi to incubating project status, recognizing its role in efficient heterogeneous accelerator management. This middleware enables Kubernetes clusters to slice and isolate GPU resources, effectively eliminating fragmentation for AI infrastructure teams.