Why Most Engineering Teams Are Overpaying for AI (And Don’t Even Know It)

AI adoption inside engineering teams is exploding. But after experimenting with real-world AI-assisted engineering workflows, one thing became painfully obvious: Most teams are massively overpaying for AI. Not because AI is expensive. But because they’re using the wrong model for the wrong task. The Hidden Problem Nobody Talks About Today, many development teams use: GPT-4 for everything Claude for everything Gemini for everything Even when the task doesn’t actually requir...