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Agents need their own computer. Here's how to give them one safely.

calendar_today July 15, 2026 domain langchain

For most of computing history, a developer environment meant a physical machine, then a VM, then a container, with each one shared across the work happening on it, each one requiring deliberate setup and teardown. The idea of giving every agent its own isolated computer, booting in under a second and cleaning up when done wasn’t practical at scale. Sandboxes give you a safer way to run upgraded workflows, providing you an isolated environment to run tasks that require iteration, verification, and access to the tools a person would normally use, all without requiring human supervision.

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