I believe the current generation of AI would be better suited to augmenting human understanding of code (through static analysis tools and the like), rather than generating it.
On an infinite timeline humans will no longer be needed in the generation of code (we hopefully will still study and appreciate it for leisure), but I doubt we're there yet.