Engineers will ALWAYS token-max AI. It’s game theory 101: You can't threaten staff with AI displacement AND ask them to save IT budgets.
If job survival means out-producing your peer, you'll burn $2k/mo on Claude (e.g., #Microsoft news). => Management need to design better HR incentives instead.