I do write code. Code only exists as a high level abstraction that codifies logic and allows us to talk about the function of the silicone without getting bogged down in details. The utility of code depends entirely on the context of the people looking at it (eg. different code works better for a small shop of experienced devs vs a large scale enterprise vs a FOSS project).

I can show you a for loop and talk in simple English about what it's doing or write a formal proof showing that it meets the problem parameters. I could show you the compiled ASM and we would struggle to have the same conversation even with the exact same functionality. Same math, different syntactic sugar.

The process of building software is where humans will always be needed (identify the human meat space problems, define features, manage risk and cost, set delivery expectations, etc). The specifics of how we create the code within that process isn't as crucial.