Had to intervene manually. Thankfully Azure keeps deleted SQL databases recoverable for a window so I got it back in under an hour. Still way too long. Got lucky it was low traffic and most anonymous user flows hit AI APIs directly rather than the DB.
Anyway, AI coding assistants no longer get prod credentials on my projects.