I think there are types of problems that AI will be great at solving. If you can pass in a whole codebase then we might have LLMs that can suggest refactoring etc to improve code quality.
Code mods like upgrading from python 2 -> 3 could also become possible.
Code mods like upgrading from python 2 -> 3 could also become possible.