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1ReAct Discipline for Secure AgentsSecure agents need more than clever prompts: they need a disciplined loop for reasoning, tool use, limits, checks, and accountability.Governance
2Unbounded ConsumptionUnbounded consumption happens when demand, data, or work can grow faster than the system, budget, or team meant to absorb it.Governance
3Unattributable ActionAn unattributable action is an event no one can reliably tie to an actor, and it can be a protection, a weakness, or both.Governance
4Rubber-Stamp ApprovalAn approval that never changes the outcome is not governance; it is delay with a signature attached.Governance
5Ungated Model SwapAn ungated model swap is a hidden change to an AI system’s brain, and it can alter behavior even when the surrounding code stays the same.Governance