When is local-first sync the right architecture for a connected product?

Local-first sync fits when users need instant offline control and the device holds authoritative state through cloud outages. It adds conflict handling, schema migration, and support tooling, so avoid it for mostly online dashboards. For a garage controller, local open and close commands may need offline queues while monthly analytics can stay cloud-only.