The technical debt created by LLMs are overestimated. At a certain point, most LLM generated code made by software engineers essentially amounts to having success to a super fast type writer. Where most bugs get created, LLM or not, is during the modeling of software.

You can also grab whatever code accumulated and ask for it to be refactored to your specification.