TL; DR: The AI Parrot in the Room Your LLM tool doesn’t think. It’s a statistical AI parrot: sophisticated and trained on millions of conversations — but still a parrot. Teams that fail with AI either don’t understand this or act as if it doesn’t matter. Both mistakes are costly. The uncomfortable truth in Agile product development isn’t that AI will replace your team (it won’t) or that it’s useless hype (it isn’t). Most teams use these tools on problems that need contextual judgment, then accept outputs without the critical thinking Agile demands.