ai education

Practical guide for Bash users to augment Linux automation with AI: set up a tiny ai() helper that talks to any OpenAI‑compatible API or a local Podman+Ollama model, then run recipes to summarize logs, generate safe commands with JSON review, extract structured signals for decisions, and draft commit messages—plus installs, safety/cost tips, troubleshooting, and a checklist to ship your first AI‑powered cron/CI tasks.