I personally think the root cause is losing hand coding skills

You can be much more token efficient if you code 5-10% and let the LLM replicate those patterns. You can also maintain an understanding of the system. Avoid needless AI layered complexity. And ship less slop.

I’m simultaneously bullish on human and AI coding.