At first glance, Mill looks like it has many of the pitfalls of Gradle: - Plugins: Creates the temptation to rely on plugins for everything, and suddenly you're in plugin dependency hell with no idea how anything actually works. - Build scripts written in a DSL on top of a new language: Now I have to learn Scala and your DSL. I don't want to do either! - Build scripts written in a language that can be used for code too: Versioning hell when the compiler for the build system needs to be a different version to the compiler for the actual project code. See: Gradle and Kotlin