Safety, Security & Runtime Controls
Permeable sandbox with gated channels that separates agentic markets from live financial infrastructure.
Giving autonomous agents unfettered access to real-world systems creates capability exfiltration and market manipulation risks; a controlled, separated environment is required to govern all external interactions before agents reach production.
Effective containment needs an explicitly defined perimeter, vetted API gateway controls for all external data access, monitored input/output channels, and gated escalation procedures for agents whose activity approaches containment boundaries.
EU AI Act Article 9 mandates ongoing risk management systems for high-risk AI; a permeable sandbox architecture with monitored gateways provides the operational risk containment layer that satisfies this requirement for agents operating in financial contexts.
spendcaps.com
Programmable spending limits for autonomous agent budgetspaniclayer.com
Emergency stop and kill-switch controls for AI agentstasksteward.com
Task oversight and delegation governance for agent fleets“The agentic market must operate within a controlled environment, separated from the open internet, real-world financial systems, and critical infrastructure... Agents' access to external data must be managed through vetted API gateways rather than direct web access. A permeable sandbox, where all input/output channels are explicitly defined, monitored, and gated, provides a more practical architecture for testing and operation.”Read paper →
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