It's a brand new language that looks like Scala but has its own syntax, which is incompatible with Scala's.
Just like Go has "gofix", Scala will have "Scalafix", that will automate migration between Scala 2.x (scalac) and Scala 3.x (Dotty)
"Tricky" as in [2] "Spark 1.x's Dataset API runs into subtle source incompatibility problems for Java 8 and Scala 2.12"
The above has been said repeatedly by Martin Odersky (creator of Scala) and the folks on the Scala compiler team in talks and discussions.
The entire point of scalafix[1](developed by the Scala Center) is to bridge the gap between Scala 2.x and Scala 3/Dotty. Martin talks about it in every Dotty presentation.