I interpret it a different way than that. I see application code and testing code as both a part of blue team. It's the code reviews and architectural critiques that are part of red team.

Personally, I've found GitHub's feature of AI PR reviewers exceptionally helpful. I think that's the type of red team LLM app Tao is describing here.