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All digests tagged Security Architecture
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Agent authentication requires per-agent identity, delegation, and short-lived scoped credentials. Gateways are necessary to move credentials out of the agent's reach, providing physical control and instantaneous revocation.
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The panel explores why OAuth is insufficient for autonomous AI agents. The solution lies in 'intent-based authorization,' which uses mission context and architectural separation (brain vs. hands) to manage risk.
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AI is accelerating the threat landscape, making traditional security metrics like 'breakout time' obsolete. Securing AI requires deep observability, architectural resilience, and leveraging massive compute power to train defensive models.
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Grant Miller breaks down five proven patterns for integrating AI agents with tools, detailing the progression from simple APIs to secure token-based architectures using OAuth flows, MCP, and vaults.
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LangSmith Sandboxes provide a secure, isolated computer for agents. Using hardware virtualized microVMs and an O proxy, they enable running untrusted model-generated code at scale while maintaining strict security controls.
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