Tag: protocol-layer budget constraints

Your AI agent just found a better deal. The item costs $340. Your stated budget was $300. The agent reasons that the savings over the next three months justify the difference—and checks out. No alert fires. No human sees it. This highlights a critical need for robust UCP AI spending limits.