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This hands-on guide argues AI is the next layer for Linux networking, turning rich telemetry (eBPF, tshark) into predictions and automated actions. It shows how to install the toolkit, build a packet-feature anomaly detector, watch TCP bursts via eBPF, and close the loop with AI-driven QoS using nftables+tc—moving from reactive firefights to proactive, adaptive performance.