This same approach can work for eliminating errors in LLM generated code. We've had good luck doing it with Lattice [1] going from 5% to 90% success rate of creating a fully functional application.

I'm drafting a blog post that talks about how but for now the documentation will have to do.

[1] https://withlattice.com/documentation