The benefit of focusing on coding is that it has an attractive non-deterministic / deterministic problem split.
In that it's using a non-deterministic machine to build a deterministic one.
Which gives all the benefits of determinism in production, with all the benefits of non-deterministic creativity in development.
Imho, Anthropic is pretty smart in picking it as a core focus.