Cascading use a Tuple model (See Javadoc Tuple).
Cascading has a fail fast planner (it does not rely on the compiler, except in the arbitrary object case above). Every operation declares its expectations and results, and the planner resolves them. If they can’t be resolved, it fails before engaging the cluster.