Run Local AI Agents with Faster Models and Multi-Node Clustering on NVIDIA DGX Spark | NVIDIA Technical Blog

This post details the introduction of NVIDIA DGX Spark with NVIDIA NemoClaw for local AI agent execution. It covers a streamlined installation process for DGX Spark's June 2026 release, integrating NemoClaw, OpenShell runtime, and agent harnesses like OpenClaw. It highlights the ability to run agents locally with enhanced security and privacy, and introduces multi-node clustering capabilities using NVIDIA Sync to connect multiple DGX Spark units for increased memory and throughput, supporting larger models and multi-agent pipelines. Performance improvements for Qwen3.6-35B with vLLM and NVFP4 quantized checkpoints are also presented.