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3 posts

Which Layers Your Agent Should Worry About: Priorities for Personal, Team, and Multi-Tenant Setups

In my judgment, OpenAI wrote about a research environment for training frontier models; for a personal agent, limiting credentials and exits comes first, and covert channels become a main risk only once there is a second tenant that must be isolated.

Why You Shouldn't Let Agents Run Directly on Your Machine

The motivation post (order 1) of the Sandbox Series. Letting AI agents execute untrusted code carries direct risks: data exfiltration, privilege escalation, lateral movement, supply-chain poisoning, persistent backdoors. Sandboxing is not an optional add-on — it's the first line of defense.

OpenClaw's Threat Model: It Starts by Telling You What It Does Not Protect

OpenClaw's security docs open by stating the scope: this is a personal-assistant trust model, one gateway per trusted operator. It explicitly is not a security boundary for mutually adversarial users sharing one agent — and a 'not vulnerabilities by design' list pins that down.