Go's Unexpected Edge: Why LLMs Produce Better Code in Constrained Languages

LLM code generation is reshaping language preferences away from Python's flexible magic toward Go's enforced simplicity. When AI systems write code, constraints become features—limiting complex abstractions that are hard to review and extend. This shift reveals a fundamental mismatch between languages designed for human expressiveness and the pragmatic output that generative AI actually produces well.