Do they go into the architecture and code structure, or more just the user-facing result? Coding agents do a lot of copy-paste or near equivalents and make way

Do they go into the architecture and code structure, or more just the user-facing result? Coding agents do a lot of copy-paste or near equivalents and make way too much code to accomplish many things.