Adobe's source code is one of the most diverse engineering landscapes in the industry - hundreds of languages, thousands of developers, and terabytes code in repositories spanning products built in-house (and through decades of acquisitions). The Kodiak team builds and operates the platform that makes sense of all of it: an enterprise-scale security scanning system that analyzes code across Adobe. We surface security risks before they reach production and help eradicate classes of risk in all of