Code, Test, and Deploy on One Machine with NVIDIA RTX Spark

Bring coding agents, model customization, and CUDA-accelerated development to your everyday PC… AI agents are changing how software gets built. Developers have gone from writing every line of code by hand to directing agents that write most of the code. As a result, the current workflow is split across a laptop, a cloud model API, and a cloud VM.

NVIDIA RTX Spark is built for AI development. Thanks to the NVIDIA GB10 system-on-a-chip and large unified memory, developers can run local coding agents, access AI frameworks, and code, test, and deploy on a single PC. RTX Spark laptops and compact desktops enable developers to complete all of their workflow on a single machine. Developers can choose to work in Windows, including the new Windows Developer Config, developed with Microsoft, which installs the top development frameworks, mutes notifications, enhances the terminal, and can move their task bar to the side.

Or they can work in Windows Subsystem for Linux, where they get access to the same environment and dependencies they will use when deploying to the cloud. This enables developers to…