DeepSeek V4 Flash needs more memory than one DGX Spark has. This guide splits it across two Sparks with vLLM tensor parallelism over RoCE, reaches 51 tokens per second, and connects OpenAI’s Codex CLI as a fully local coding agent.
WSO2’s open-source DBaaS operator turns a Kubernetes object into a PostgreSQL VM on SUSE Virtualization, with TLS, credentials and monitoring wired up, in about 100 seconds. Here’s a quick install, including how to build its image without Packer.
A copy-paste version of my Harvester knowledge base article on NetApp Trident: every manifest and command for NFS, iSCSI and NVMe/TCP backends, with as little prose as possible.
Two snapshots of Longhorn’s SPDK-based v2 engine on the same three Ampere nodes: 1.12 with my RDMA patches, then 1.14 development builds with a newer SPDK. NVMe/TCP got about 7× lower write latency and now fills a 25 GbE link. RDMA still halves write latency.
Kasm Workspaces 1.19 has a built-in Harvester provider: it creates agent VMs on demand, streams desktops to the browser, and deletes the VMs when they sit idle. Here’s a working setup on SUSE Virtualization v1.9, including Windows desktops, and five upstream bugs to work around.