I find that is you are going to generate a bunch of code, knowing the interfaces, structs, and functions will lead to much better outcomes.
Being the bottleneck is ok, your ideas are not that great.
One of my cofounders wrote an article arguing that Norway should use some of that $2 trillion oil fund to build state-owned AI compute capacity.
Norway will instead spend ~$0. Cool. Love being a serf.