Reconciling a UniFi site against NetBox in one prompt

Jun 20, 2026

Axel Dunkel

NetBox is only a source of truth if it still matches the network. Here is how one natural-language instruction reconciles a live UniFi controller against NetBox, writes only the differences, and proves the boring but important property: when nothing has drifted, it changes nothing.

From Switch Config to NetBox in One Prompt

Jun 1, 2026

Axel Dunkel

Your NetBox says one thing, your switch says another. Here is how to reconcile them with a single natural-language instruction instead of a Python script you have to maintain forever.

Populating NetBox from Real Infrastructure with ToolMesh

Apr 16, 2026

Axel Dunkel

How to use ToolMesh connectors to populate a fresh NetBox instance from Linode, Hetzner Cloud, Xen Orchestra and other sources — with a trust-building approach from import to autopilot.