Using a purpose built (or trained I guess) model for code generation would likely have better results. GitHub copilot is useful for this reason. I find ChatGPT

Using a purpose built (or trained I guess) model for code generation would likely have better results. GitHub copilot is useful for this reason. I find ChatGPT for code is mainly useful if you want to instruct it in natural language to make subsequent changes to the output.