finops

A practical, bash-first playbook to cut AI cloud spend without slowing model velocity: install minimal CLIs, profile and right-size GPUs/CPUs, make spot/preemptible safe via checkpointing and TERM traps, auto-stop idle instances with a cron job, optimize storage with rclone and lifecycle policies, and tag/track costs from the shell—complete with copy/paste scripts and apt/dnf/zypper install steps.

This article discusses optimizing cloud costs through FinOps strategies and Linux Bash scripting. It covers the use of FinOps for financial accountability and cloud spending alignment with business needs, alongside how Bash can automate tasks like cost reporting, resource optimization, and compliance audits. Practical examples of Bash scripts and links to further resources are included for IT professionals aiming to improve their cloud cost management.