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AI agents are starting to create a new kind of financial risk layer. They spin up APIs, rent compute, subscribe to services, and spend continuously, often faster than internal finance systems can even track. Programmable stablecoin cards with wallet-level limits feel less like a crypto gimmick and more like core infrastructure for autonomous systems that can transact 24/7 without human approval loops.