Not a dev, but I've managed many 7-8fig brands for 15 years. Claude Code has been incredible with managing stores through GraphQL.
One huge caveat for anyone who is a non-dev or enabling non-devs on their store.
LIMIT SCOPE:
Only allow Claude what's necessary for the session