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I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.
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I Run AI Agents With Full System Access. Here's What Makes It Safe Enough.

DEV Community·Ted Murray·about 1 month ago
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#layer#ai#claude#agent#agents#tools

Giving an AI agent real access to real infrastructure is either reckless or designed. Here's the two-layer architecture I built to make it the latter — dedicated hardware, scoped credentials, and a memory system that keeps agents from getting confused.

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