When AI Agents Go Rogue: Why Standard API Keys Fail in Autonomous Systems

Traditional security models like API keys identify the caller but fail to govern intent or context in multi-agent environments. To prevent catastrophic error loops, developers must shift toward granular controls like per-agent counters and delegation tracing to ensure safe autonomy.