You would just argue that he breached your agreement by not making the furniture to specifications. You don't need to cite any specific code section.
You have to show that there is a breach of contract and there is no fault of yours. Make sure you take enough proofs.
DISCLAIMER—This answer is for informational purposes only. It doesn't constitute legal advice. This answer doesn't create attorney client relationship.