THE OPSMILL BLOG

Business strategy & technical deep dives for powering infrastructure automation

How to Import NetBox Device Types Into Infrahub With an AI Skill

Import NetBox device types into Infrahub with explicit mappings, reusable Templates, and validation reports that expose missing components.
Pete Crocker
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Start Brownfield Network Automation With the Data You Have

Don't wait for perfect data! Here's how to start your brownfield network automation with the data you have and grow as you go.
Damien Garros
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How Nornir, NAPALM, Netmiko, and Scrapli Work Together

Choose the right automation tools for the job: See how these 4 Python projects fit together and how they compare to Ansible.
Pete Crocker
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Design-Driven Automation Brings Architecture Decisions Into the Automation Stack

Design-driven automation keeps architecture connected to network implementation for reliable, traceable change from build through Day 2 ops.
Pete Crocker
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Inside the Infrahub + Arista AVD Reference Design

Network design that scales: See how Infrahub with Arista AVD standardizes data center architecture, governs changes, and automates EOS config.
Alex Gittings
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How to Use AI Skills to Build and Learn with Infrahub

Learn how to use Infrahub AI Skills in this technical tutorial covering installation, schema and object creation, and the Infrahub Concept Tutor.
Suresh Vina, OpsMill blog contributor
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The 2026 Nornir Roadmap Is Open for Community Feedback

We’ve published seven proposals for the next phase of Nornir. Here’s what we’re planning and how you can help shape it.
Damien Garros
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How We Organize Our Development Knowledge Base at OpsMill

Explore how OpsMill organizes its development knowledge base for both humans and AI agents, and how you can apply the same approach.
Dimitris Saltaferis
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Infrahub 1.11 Improves Performance for Large Environments

Infrahub 1.11 adds targeted regeneration, task priority lanes, webhook retry, and merge recovery. Less wait time, more control at scale.
Dimitris Saltaferis
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The Infrahub Marketplace Makes Schemas Easier to Explore and Reuse

The Infrahub Marketplace is your source for curated, battle-tested schemas and schema collections.
Alex Gittings
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How We’re Embracing Spec-Driven Development at OpsMill

Discover the spec-driven development workflows OpsMill uses to ship faster with AI and avoid the slop that slows down many engineering shops.
Dimitris Saltaferis
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