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Applied AI·August 30, 2026·1 min read

AI agents need their own identity before they need a gateway

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As enterprises move from Q&A bots to agents that invoke tools and touch production systems, identity and authorization become the real control plane. Treat agents like employees in your IAM model—unique identities, least-privilege roles, and auditable actions—before you worry about fancy orchestration layers.

Applied AI

AI agents that pass authentication can still drift, expose data, or get memory-poisoned

Agent gateways are being treated like API keys when they actually sit on top of half-built identity, attribution, and policy stacks—so teams are overestimating how much risk they’re burning down. If you’re piloting agents, treat gateway deployment as a security program, not a feature flag: log every action, tie it to a human owner, and assume memory and tool access are active attack surfaces.