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.
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.
Xen Orchestra 6.4 stabilized its REST API and 6.5 added PATCH updates and VM controllers. Vates ships a first-party MCP server — 7 tools, read-only by design. We took a different cut: the entire 245-endpoint surface, read and write, as one DADL. Both belong in the same registry. Here is why.
How an Enterprise Tool Library actually works: the six pillars, the fail-closed request pipeline, and how DADL and Code Mode let one governed layer front any MCP server or REST API.
DeepL just rolled out 13 new REST endpoints — style rules, multilingual glossaries, translation memory, /v3/languages, tag_handling v2. The official MCP server has zero of them today. We covered all of them in a 38 KB DADL. Here is the build log.
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.
Even a stripped-down MCP wrapper is 90 lines of TypeScript. Production wrappers grow past 200. The same integration in DADL takes 40 lines of YAML — and the real gain is not the line count.
