Read before designing a feature that writes to the Devices table, adding audit/history logging, or choosing between a SQLite trigger and a Python hook. Covers the full Devices write-path inventory, the FIELD_SOURCE_MAP *Source attribution system, and event-sourced vs snapshot audit logging tradeoffs.