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THE OPSMILL BLOG

Tag: schema

  • 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, OpsMill COO
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  • Business lens

Why bolt on when you can build in?

Finally, the rest of the industry is building the same things we were building from day one. In the span of a few weeks this spring, multiple long-established network and infrastructure platforms shipped releases with branching, pull-request-style governance, and procurement workflows tied directly to an infrastructure model, concepts that feel quite familiar to us at […]

Karen Gallantry, OpsMill COO
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  • Field notes

Data Center Automation: 8 Practical Lessons From a Large-Scale Project

Practical data center automation takeaways from a real-world project. Learn how to scale deployments efficiently, even at massive scale.
Mikhail Yohman
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  • Technical

Knowledge Graphs for Infrastructure Data Explained

Learn why a knowledge graph model, with its focus on understanding relationships, is the most powerful way to manage infrastructure data.
Damien Garros, OpsMill co-founder and CEO
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  • Using Infrahub

An Introduction to the Infrahub Schema (With FAQs)

Learn how the Infrahub schema enables both strict validation and flexible evolution to power reliable infrastructure automation.
Wim Van Deun, OpsMill Product Manager
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  • Technical

An Automation Engineer’s Guide to Understanding Databases

Understand graph databases vs relational and other databases types for network automation. Compare characteristics, performance & trade-offs.
Damien Garros, OpsMill co-founder and CEO
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  • Technical

An Automation Engineer’s Guide to Understanding Data Schemas

Master data schema fundamentals for network automation. Learn structure, relationships, constraints, and how to choose the right schema type.
Damien Garros, OpsMill co-founder and CEO
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  • Using Infrahub

An Introduction to the Infrahub Schema Library

Learn how to use the Infrahub Schema Library to import and customize data schemas, using branches and version control to manage changes safely.
Suresh Vina, OpsMill blog contributor
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  • Automation strategy

Schema-Driven Design Is the Key to Unlocking AI in Automation

Systems built on a schema-driven design provide clear, structured data and safe paths for AI agents to perform reliably at scale.
Damien Garros, OpsMill co-founder and CEO
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  • Automation strategy

How to Turn Your Source of Truth Into an IT Service Catalog

See how Infrahub’s flexible data model and automation features can help you easily create an IT service catalog for all levels of users.
Baptiste Girard, OpsMill Solutions Architect
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