This is why there is a fundamental difference between coding and engineering, even though that line has gotten pretty blurry recently. AI will absolutely replace coding. It’s already doing so. It will be a bigger lift to actually replace human engineers doing domain specific R&D work. The AIs will just become another tool in that workflow, like calculators or CAD software.