#MLOps

2 articles tagged

Rows of GPU accelerator cards in a dark server rack with four lit together and others dark

AI & Cloud Infrastructure · Jul 16, 2026 · 17 min read

Kubernetes gang scheduling in v1.36: the Workload API rewrite your v1.35 manifests will not survive

Kubernetes v1.35 introduced the Workload API and native gang scheduling. Four months later v1.36 replaced the API version entirely. Here is the current shape, the migration, and the GPU maths that justifies it.

Manu Shukla

#Kubernetes #GPU #AI infrastructure

Server rack and storage array linked by a glowing data path, representing model weights mounted from a registry

AI & Cloud Infrastructure · Jul 16, 2026 · 15 min read

Kubernetes OCI image volumes hit stable in v1.36: ship model weights without rebuilding images

Kubernetes image volumes reached stable in v1.36 after starting as alpha in v1.31. You can mount model weights straight from an OCI registry, read-only, with no rebuild of your model-server image.

Manu Shukla

#Kubernetes #oci #MLOps