I've got a tool that sits in between the harness and inference engine called petsitter. It is a middleman validator to avoid just these kinds of issues. You can stack the fixes as needed (they're called tricks in the petsitter parlance)

It's what I use. Fixes the problem

https://github.com/day50-dev/petsitter