Tag
#openclaw
Articles tagged "openclaw" — 2 entries.
The Sandbox Tax That Wasn't — NemoClaw vs OpenClaw on One DGX Spark
I ran NemoClaw's sandboxed agent stack and the host Ollama-OpenClaw CLI side by side on one DGX Spark with the same 123B Nemotron model. The sandbox overhead I went looking for is real but modest (~2× raw inference); the real tax is onboarding, and NemoClaw paid it at install time.
Machine that Builds Machines
Claw-Eval-Live on Spark — Spark reproduction notes
Stand up Claw-Eval-Live sandboxed-workflow protocol on Spark via NemoClaw + OpenShell, mock the business-service backends, run Llama 8B vs Nemotron 49B with deterministic-trace + LLM-judge grading, and chart where local agents land vs the paper 66.7 percent ceiling.