Shipping Flutter + Smart Glasses + Jetson + ROS 2: An End-to-End Checklist

Focus: Production readiness across wearable, mobile, edge, and

robotics layers\

Audience: Flutter, Android, edge AI, and robotics engineers

The problem

Cross-device systems fail at boundaries: mismatched SDK versions,

unsupported hardware, permissions, unstable Wi-Fi, overloaded inference,

unhandled robot errors, or missing observability. A release checklist

makes these risks explicit.

What this guide covers

This tutorial focuses on practical architecture and performance

engineering for production systems. The central principle is to measure

the complete pipeline, keep latency-sensitive work close to the

hardware, and make failure states visible to the operator.

Reference architecture

Flutter client ↔ secure API/gateway ↔ glasses adapter and/or ROS 2

services ↔ Jetson inference/model runtime ↔ robot controller.…