My worry is we're going to have a generation of engineers that have not built up the necessary critical thinking/pattern matching skills needed to weigh tradeoffs and bring in context to ask the right questions and interpret the answers.

Sure we can segment this into code generation models and code review models but are engineers really going to want to be questioned by a code review tool on "what are you trying to do?" or are they just going to merge and pull the slot lever again?