Balena alternative

Balena appears alongside JetPack SDK and container tooling when buyers search how to deploy software to Jetson at fleet scale—pushing Docker-based releases to edge devices from a cloud dashboard. Defense autonomy programs often need the same fleet-at-scale ambition with signed manifests, immutable OS promotion on Jetson, operator go/no-go gates, and delivery when balena-style cloud paths are unavailable. Gentle Weapons pairs GWOS production Linux with Poolboy payload rollout over Poolnet—deploying AI-powered edge applications with rollback, not just container redeploy.

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vs_balena.session

  [PAYLOAD] weights.safetensors   128MB
     │
     ▼  manifest_signed
  [POOLBOY] ──▶ POOLNET ──▶ N x GWOS
     │
     ├─ rollout: canary → wave → fleet
     ├─ rollback: last_known_good
     └─ ack: cryptographic · per-node

    TARGET_FLEET: ROBOTS / UAS / GCV

$ poolboy rollout submit ./autonomy_v2.manifest

$ → target: UAS_FLEET_NORTH · 142 nodes

$ poolboy gate approve --operator op_07

$ → wave 1: 3/3 · wave 2: 18/18 · wave 3: 121/121

$ [ ROLLOUT: COMPLETE · ROLLBACK: ARMED ]

Fleet deploy beyond container push

Container workflows help ship inference and perception stacks; contested-edge programs also require OS and payload verification, mesh reach, and last-known-good rollback tied to mission telemetry.

[ OK ]Signed payload manifests with per-node acknowledgment
[ OK ]GWOS immutable Jetson images with A/B OS rollback
[ OK ]Poolnet delivery when cloud fleet backhaul is degraded
[ OK ]Human-authorized rollout waves for operational safety

> Now conducting pilots with US defense autonomy and robotics companies.

> Technical specifications and deployment references are shared under NDA with qualified program parties. [ CONTACT FOR BRIEFING ]

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Deploy software to Jetson

Comparisons describe architectural fit for defense autonomy programs—not benchmarks or endorsements. Request a briefing for technical detail under NDA.