Does needing to fine-tune a model for your codebase mean your code is bad?

“If you need to fine-tune a model for your codebase, your code is bad.” GitHub puts that claim up for debate in a podcast promotion, asking whether readers agree or disagree. It says the episode covers AI hot takes and invites suggestions for others to add to the list.