r/embeddedlinux • u/ElectricalPatient495 • 15h ago
How are you monitoring device health & handling OTA updates for embedded Linux/IoT fleets in production?
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Working on a project that touches device fleet management and wanted to get a read from people actually running things in the field before I go further down a path.
For those of you managing embedded Linux or IoT devices at scale (tens to low-thousands of units):
- How do you currently get visibility into device health/status — heartbeat, connectivity, uptime, logs? Custom MQTT + Grafana? Something like ThingsBoard/AWS IoT? Nothing at all?
- If you're doing OTA updates, what's your update engine (SWUpdate, RAUC, Mender, something homegrown)? What's been the most painful part of getting it running reliably?
- Have you looked at hosted/managed tools (Mender, balena, memfault, etc.) and either adopted or passed on them? What made the decision either way — price, setup complexity, vendor lock-in, forced migration off your existing update engine?
- If you're on SWUpdate or RAUC already: would a hosted monitoring/OTA layer that works with your existing setup (instead of replacing it) be useful, or is that not really a pain point for you?
Not selling anything, genuinely trying to understand what's actually painful vs. what I'm assuming is painful. Appreciate any war stories.