podman

Guide to running reproducible, secure AI/ML workflows on Linux with Podman: install a rootless toolchain (Podman, Buildah, Skopeo), enable NVIDIA or AMD GPU acceleration, and build/run Jupyter notebook and batch inference containers. Covers CPU/CUDA Containerfiles, persistent caches, compose and systemd services, image sharing, and tips (SELinux, runtimes, rootless GPUs) to go GPU‑ready fast—no Docker daemon or sudo.

Explore Podman, a Docker alternative designed by Red Hat offering a daemonless, secure container management approach. It's compatible with Docker commands and images, supports rootless operation, and adds no single failure point. Learn installation methods across Linux distributions and its Kubernetes-like pod functionality. Ideal for developers focused on security without losing functionality.