Running commands one by one and getting permission may sound tedious. But for me, it maps closely to what I do as a developer: check out a repository, read its documentation, look at the code, create a branch, make a set of changes, write a test, test, iterate, check in.

Each of those steps is done with LLM superpowers: the right git commands, rapid review of codebase and documentation, language specific code changes, good test methodology, etc.

And if any of those steps go off the rails, you can provide guidance or revert (if you are careful).

It isn't perfect by any means. CC needs guidance. But it is, for me, so much better than auto-complete style systems that try to guess what I am going to code. Frankly, that really annoys me, especially once you've seen a different model of interaction.

But a beginner in system administration can also do it fast.