How GitHub Manages Open Source Dependency License Compliance at Scale

Managing open source license compliance across thousands of repositories is a major operational challenge for modern enterprise engineering teams. Historically, organizations relied on manual audits, external scanning tools, and fragmented approval workflows to ensure compliance with diverse license types. These legacy methods often introduced significant friction, delaying software shipments and increasing the risk of unapproved copyleft licenses entering production environments.