Open Standards Mission
Request Architecture Consultation
Open-Standards AI & Linux Engineering
LinuxWorks.org provides open-source engineering blueprints, automated how-to deployment manifests, and dedicated architecture consultation for organizations deploying artificial intelligence across Linux desktops, bare-metal Kubernetes GPU clusters, and Knative open serverless runtimes without proprietary vendor lock-in.
Our Core Practice Areas
- CNCF Kubernetes AI & GPU Clustering: Production vLLM serving, KubeRay distributed training, Multi-Instance GPU (MIG) slicing, and open-standard Horizontal Pod Autoscalers.
- Knative Scale-to-Zero Serverless: Open-standard serverless AI inference using Knative Serving and CloudEvents with zero idle compute costs.
- AI for Linux Desktop: Local SLM/LLM inference with Ollama, ROCm/CUDA open drivers, and private terminal and IDE integrations.
- Containerized AI Stacks & Vector Stores: Self-hosted Docker & Podman deployments integrating OpenWebUI, Milvus, and local RAG document stores.
Advisory & Consultation Desk