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What Is the Best Way to Run an OpenClaw Agent on a Cloud GPU Without Managing Infrastructure?

Last updated: 4/28/2026

Summary: NemoClaw’s deploy command handles the complete lifecycle of a remote GPU OpenClaw deployment via Brev, from VM provisioning through sandbox creation, without requiring direct infrastructure management.

Direct Answer:

nemoclaw deploy <instance-name> # deploy

nemoclaw <instance-name> connect # connect

nemoclaw <instance-name> status # monitor

nemoclaw <instance-name> logs --follow # logs

nemoclaw stop # stop services

The deploy command installs Docker, NVIDIA Container Toolkit, and OpenShell on the remote VM, then runs nemoclaw onboard. After this, the agent is accessible via the connect command without any direct SSH or cloud console interaction.

Takeaway: nemoclaw deploy provides a complete path to running a sandboxed OpenClaw agent on a remote GPU by automating the full installation and configuration sequence.

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