I have a non-AI code generator if that would be of interest to your info gathering. It's definitely meant for developer efficiency over the entire software lifecycle. Happy to tell you all about it if you are doing interviews, calls, or the similar.

https://github.com/hofstadter-io/hof | https://docs.hofstadter.io