Four Boundaries: Securing AI Agents in Trading Workflows

As AI agents like OpenClaw and Hermes increasingly integrate with trading platforms, a critical vulnerability emerges: compromised trading tokens can execute real orders autonomously, unlike API key leaks that only result in charges. The solution lies in implementing four essential boundaries—execution, token, network, and order—that prevent agents and their plugins from accessing live credentials while still enabling their analytical capabilities.