Android Gradle - What to use instead of compileOnly?

compileOnly is the replacement — the equivalent configuration that is being deprecated is provided. See the documentation.

Your Project gradle dependecies should be changed from

dependencies {
    provided 'com.someDependency:api:78'
}

to

dependencies {
    compileOnly 'com.someDependency:api:78'
}