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If I have a plain old android app, is it "fine" to use compose multiplatform dependencies instead of androidx? My thinking is that it might be wise to test my app with compose multiplatform dependencies first, before I start really shifting things around in my project. (renaming source sets, etc)

The Compose multiplatform dependencies use Gradle module metadata to resolve to the AndroidX binaries for Android targets. So there's no reason to do this otherwise, but no practical difference if you do.