Coding agents
Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson
Our short summary of NVIDIA’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on developer.nvidia.com (opens in a new tab)Problem
Developers could not run multi‑step reasoning agents on edge devices, forcing costly cloud calls and risking data exposure.
Solution
They explain how to deploy compact open models like Nemotron 3.5 Lightning and Qwen3.8‑27B on Jetson, using distillation, mixture‑of‑experts and inference optimizations to fit memory and speed constraints.
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on developer.nvidia.com (opens in a new tab)
JetBrains
Snowflake
Postman