NetBox Gets a Brain

Your network source of truth just got a brain. NetBox Labs shipped an open-source Model Context Protocol server that plugs NetBox's complete data model directly into LLMs — meaning you can ask Claude or GPT natural-language questions about your actual infrastructure and get real answers, not hallucinations.

And the timing is interesting because Gartner just predicted sixty percent of network operations teams will rely on GenAI for Day Two management by the end of twenty twenty-six. Two years ago that number was under five percent. So something is clearly accelerating.

Let's dig into that. Welcome to the morning briefing for Thursday, March twenty-sixth. I'm your host, and today we've got a lot to get through — model-driven networking's dirty secret, the inference economy hitting its tipping point, a hundred-year-old foam mystery that just got solved, and more. Let's go.