Deploy software to Jetson
Deploy software to Jetson is the live buyer query after the bench demo: how do you move from NVIDIA JetPack SDK and SDK Manager flashes to deploying AI-powered edge applications across a fleet at scale? Answers in the wild point to JetPack and container workflows—Docker and NGC images, balena and Portainer Edge for fleet ops—and forum threads on production modules and multi-device workshops. Fielded defense programs still need immutable OS, signed payloads, private mesh delivery, and operator-controlled rollback—not container push alone. Gentle Weapons integrates GWOS, Poolnet, and Poolboy for Jetson production beyond dev-kit flash.
JetPack SDK to fleet-at-scale rollout
NVIDIA JetPack SDK and SDK Manager get modules provisioned. Shipping inference, perception, and autonomy payloads to many Jetson nodes—Orin production modules, carrier boards, DDIL field assets—needs pinned stacks, containers where appropriate, and rollout gates an operator can abort without SSH to every box.
- [ OK ]GWOS: production Linux image with kernel-locked JetPack components
- [ OK ]Poolboy: signed manifest rollout—canary, wave, fleet at scale
- [ OK ]Poolnet: reach nodes when cloud or balena-class backhaul is absent
- [ OK ]Integrated rollback across OS and payload layers
Containers plus platform discipline
Container images from Docker or NGC are part of the story; they are not the whole production path. Enterprise Linux on Jetson—RHEL or SLES references in the SERP—still leaves payload verification, mesh delivery, and last-known-good rollback to the integrator. GWOS and Poolboy supply that layer for defense autonomy programs.
When to brief the stack
If your program is past prototype and facing multi-node field test, procurement review, or fleet-at-scale rollout, request a briefing—we share technical specifications under NDA with qualified parties.
Gentle Weapons builds defense autonomy infrastructure in Mesa, AZ. Technical specifications and deployment references are shared under NDA with qualified program parties. Request a briefing.