Claude is a junior. The more you work with it, the more you get a feel for which tasks it will ace unsupervised (some subset of grunt work) and which tasks to not even bother using it for.

I don't trust Claude to write reams of code that I can't maintain except when that code is embarrassingly testable, i.e it has an external source of truth.

> some subset of grunt work

What tasks are these? I don’t doubt they’re out there, but if I know the exact code that needs to be generated typing speed is not a bottle neck.

For me the slow part is determining what to write. And while AI helps with that (search, brainstorm, etc) by the time I know what to write trying to get the AI to enter those lines is often just a slow down. Much like writing up a ticket for a junior, I could write the code faster than I could write the English language rules describing how to write that code.