Go introduced a dependency management system called "go modules" to simplify the process of managing external packages and dependencies. With go modules, developers can specify dependencies and their versions in a go.mod file. This file records the module and its dependencies, making it easy to reproduce builds across different environments. Go modules help ensure reproducibility and versioning in projects.