Yeah but this is just regular programming.

Of course you can break things down into the right atomic units where a code gen machine becomes useful. Because you are an expert. People who aren't literally have no clue.

In any task, you can break it down no matter how complex into units where a language model can output useful code. The more complex, the smaller the units. At some point it's faster to write it yourself, thats the limit on the codegen.

I still don't see how it's anything else than a tool that experienced and knowledgeable workers can use to save time and energy to focus on the hard parts.