THE OPSMILL BLOG

Business strategy & technical deep dives for powering infrastructure automation

Business lens

6 Signs Your Network Data Model Isn’t AI Agent-Ready

You all know I don’t have the infrastructure and network automation chops that you have. In my world (Sales, GTM, and Operations) I’m managing pipelines of a different kind. But even I can see your AI agent problem. Over the past six months, I’ve sat in enough rooms with enough technical teams to know that […]

Karen Gallantry

Jun 22, 2026

Technical

One Docs Site, Many Repos: How OpsMill Builds Infrahub’s Documentation on Docusaurus

Keeping docs up to date is usually a game of hot potato. Every team thinks it’s another team’s job to maintain them, and, eventually, they get so stale nobody wants to touch them. At OpsMill, docs aren’t owned by one team because they’re not stored in a single codebase. There’s the core Infrahub project, the […]

Pete Crocker

Jun 17, 2026

Automation strategy

Automation-first, not asset-first

Across the industry, infrastructure tools are leaning hard into asset inventory, pulling procurement, purchase orders, shipments, and RMAs into their platform. We’re going the other way, on purpose. Infrahub is the automation-first source of truth for your infrastructure. It has a fundamentally different job than tracking what you bought, when a warranty expires, which cost […]

Pete Crocker

Jun 15, 2026

Business lens

Why Built-In Beats Bolted-On for an Infrastructure Source of Truth

Infrastructure source of truth tools aren't equal. See why native versioning, flexible schema, and built-in governance beat bolt-on features.

Karen Gallantry

Jun 9, 2026

Automation strategy

Building a Foundation of Intent Data to Power Agentic Automation

Agentic automation needs AI-ready intent data. Infrahub gives network teams a structured, relationship-rich source of truth agents can rely on.

Damien Garros

May 29, 2026

OpsMill news

OpsMill Raises $14 Million in Series A to Fund Product Development & Growth

OpsMill raises $14M in Series A funding to help network and infrastructure teams scale automation and AIOps with Infrahub.

Damien Garros

May 7, 2026

Product release

Introducing Infrahub Skills

Infrahub Skills is an AI skills package for infrastructure engineers and platform teams using Infrahub. It gives their AI coding assistant built-in Infrahub expertise. Teams describe what they want in plain language and the skills produce valid, best-practice schemas, generators, transforms, checks, and more. Whether you’re prototyping a new use case, extending an existing implementation, […]