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database-patterns

By netalertx. Updated September 13, 2026. Categories: Project Management.

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.

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