Build Your Automation Foundation on Infrahub’s Data Management Platform (Sponsored)

Packet Pushers
Packet PushersMar 30, 2026

Why It Matters

By centralizing accurate, version‑controlled network data, Infrahub accelerates automation while preserving change safety, enabling enterprises to modernize infrastructure at scale.

Key Takeaways

  • Clean, centralized data is essential for reliable network automation.
  • Infrahub integrates Git‑style change approvals into its data platform.
  • Fully extensible schema lets users store any network object type.
  • Built‑in config generation bridges data models to device configurations.
  • Open‑source community edition enables quick evaluation and adoption.

Summary

The Tech Bites podcast episode spotlights OpsMill’s Infrahub, a data‑management platform designed to underpin network automation initiatives. Host and guest Damian Garos explain that automation can only be as reliable as the underlying inventory, IP schemes, VLANs, and other topology data, which are often scattered across spreadsheets, Git repos, and disparate tools.

Infrahub differentiates itself by embedding Git‑style version control and a built‑in change‑approval workflow directly into the data store, preserving the safety nets familiar to engineers. Its schema is completely empty by default, allowing users to define custom object types—optical links, BGP sessions, EVPN fabrics, or any bespoke entity—without being forced into a predefined model.

Garos cites concrete use cases: in a green‑field EVPN fabric, a single high‑level design definition can auto‑generate full device topologies, IP assignments, and ready‑to‑push configurations before hardware arrives. In brown‑field migrations, Infrahub ingests data from discovery tools, then serves as the single source of truth for configuration rendering, while orchestration tools like Ansible handle deployment. He also notes that the platform’s open‑source community edition provides a full feature set for trial.

For network teams, Infrahub promises faster rollout cycles, reduced manual errors, and a unified API‑first repository that can power self‑service portals and service catalogs. Its extensibility and version‑controlled change process make it a compelling alternative to traditional DCIM solutions such as NetBox, especially for organizations seeking to scale automation without sacrificing governance.

Original Description

Today on the Tech Bytes podcast we talk network automation. More specifically, we dig into the need for proper data management to support your network automation initiatives. Automation relies on accurate, up-to-date information about your infrastructure, but that information can be scattered across innumerable repositories, systems, and spreadsheets. And it may, or may not, be correct.
Sponsor Opsmill tackles this problem with Infrahub, a software platform that unifies, structures, and manages your infrastructure data to support automation at scale. Our guest is Damien Garros, co-founder and CEO of Opsmill.
Tech Bytes is part of the Packet Pushers network. Visit our website to find more great networking and technology podcasts, along with tutorial videos, the Human Infrastructure newsletter, and loads more resources for building your IT career. https://packetpushers.net

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