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Add a lightweight, scriptable AI layer to DHCP with Bash and Python to collect lease/DORA/NAK telemetry, detect anomalies, forecast time to pool exhaustion, and recommend smarter lease times. Includes runnable scripts (metrics collector, Isolation Forest + regression model, cron runner, rogue-DHCP watcher), minimal deps, ISC/Kea support, and a path from firefighting to proactive capacity planning.