If you want to use Copilot to generate code, follow the instructions mentioned here to integrate it with Visual Studio using Power Platform tool.

To note, ChatGPT has the ability to write and improve existing code in several programming languages, as well, so Google giving Bard the capability is perhaps inevitable.