This document discusses quantifying security through automation. It provides examples of using the Chef infrastructure automation tool and the CIS audit cookbook to codify and automate security policies and compliance checks. The challenges discussed include making security tools more API-friendly to integrate with continuous deployment pipelines, dynamically configuring firewalls, and automating security testing across multiple builds and applications. Overall, the document advocates expressing security policies in code and integrating security automation into continuous delivery processes from the start.