OpenClaw gives you an autonomous agent. NemoClaw gives you an autonomous agent you can actually trust in production. Here's what NemoClaw adds:
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Per-binary network enforcement — not just "allow this domain" but "only THIS binary can call THIS endpoint." In KernelClaw, only the OpenClaw binary can reach integrate.api.nvidia.com. A compromised or malicious rewrite cannot exfiltrate data even if it tries. OpenClaw alone cannot enforce this.
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Landlock + seccomp filesystem isolation — the LLM reasoning component cannot write outside /sandbox/candidates/ even if Nemotron genewdrates code that tries to. OpenClaw has no equivalent enforcement layer.
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GPU passthrough with policy — NemoClaw grants the sandbox access to the physical NVIDIA GPU while still enforcing all other restrictions. Running bare OpenClaw on a DGX Spark gives you GPU access but zero sandboxing.
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Audit log by default — every ALLOW and DENY is captured automatically. With OpenClaw you would have to build this yourself.
In KernelClaw, the most dangerous operation is LLM-generated CUDA code. NemoClaw ensures that code can be reasoned about, written to disk, and benchmarked — but never executed with elevated privileges or used to reach unauthorized systems. That guarantee is what makes KernelClaw safe to run autonomously on real codebases.