
8/4/2026 · Cody Brownstein
What this post added
This post compares four orchestration layers (Slurm, Kubernetes, SkyPilot, dstack) for AI workloads, detailing their pros and cons. It elaborates on Kubernetes' capabilities for AI workloads, including its extensibility with projects like Kubeflow, Ray, and Volcano, and mentions Lambda's support for managed and unmanaged Kubernetes with these components. It also references a previous post on comparing Kubernetes schedulers for AI workloads.