> It will become a role with a large pool of low-skilled coders who move forward with AI and a few specialists that will unblock those coders when stuck as well

> It will become a role with a large pool of low-skilled coders who move forward with AI and a few specialists that will unblock those coders when stuck as well as address performance bottlenecks for production-scale. You see this already in medicine. Anesthesiologist can oversee up to 6 concurrent cases, with NP’s or CRNA’s doing the actual work. This only works for straightforward, not medically complicated cases. The more complicated cases (pregnancy, cancer, obesity, etc) are still typically fully managed by an MD /DO. The results are controversial. Healthcare systems can save cost, but patient care is hit or miss.