Failure Math: A Software Reliability Cheat Sheet

A useful guide to how often hardware, clouds, and deploys actually fail, with real fleet data. Annual failure rates, GPU failure math from the Llama 3 training run, availability tables, and the composition rules that set your uptime ceiling. For system design interviews and for on-call reality.