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Turn chaotic VLAN sprawl into controlled, auditable workflows using Bash, Linux tools (bridge, tshark, jq) and a light ML step: rapidly inventory and validate VLANs, stream features to an Isolation Forest for anomaly detection, codify intent in JSON for safe dry-run provisioning, and close the loop with ChatOps alerts and guarded auto-remediation—all distro-friendly and Git/CI-ready.