Sandboxes Contain Tool and Code Effects
A sandbox limits filesystem, network, credentials, compute, and lifetime for untrusted execution. Its boundary must be enforced outside the generated code or agent prompt.
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AI Agent Graph Engineering
Graph Engineering for AI Agents
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Agent Roles Are Capability Contracts
Delegation Transfers Work, Not Ultimate Accountability
In this situation—creating a shipment with an address, service level, and authorized account—which choice best applies “Tool Schemas Make Calls Checkable”?
Node Contract Tests Localize Failures
Plan-and-Execute Separates Deliberation From Action
Sandboxes Contain Tool and Code Effects
In this situation—an assistant only needs to draft, not send, a legal notice—which choice best applies “Use the Least Agency Necessary”?
Runtime Monitors Enforce Critical Invariants
Sandboxes Contain Tool and Code Effects