Christopher Wise
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Thoughts on networking, automation, and IT

Tutorial: Build a GitLab CI/CD GitOps Pipeline for Network Automation with Ansible, NetBox and Netmiko

January 27, 2026

This tutorial walks through an intermediate, production-minded approach to **gitlab ci cd network automation** using a GitOps workflow: NetBox as the source of truth, Ansible for orchestration and templating, and Netmiko

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GitOps for Enterprise Networks: Running NetBox-backed BGP Fabric Automation on Kubernetes with Dockerized Python Operators

January 27, 2026

GitOps has matured beyond application delivery. For enterprise networks, it can turn “network intent + review + promotion” into a repeatable, auditable process—without giving up on practical realities like device quirks,

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Battle-tested: Troubleshooting intermittent BGP route flaps in large Cisco datacenter with Python and Netmiko

January 27, 2026

Intermittent **bgp** route flaps in a large Cisco datacenter are rarely “just BGP.” They’re usually symptoms of one (or more) of these: control-plane stress, intermittent physical errors, MTU/PMTUD issues, software defec

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Tutorial: GitLab CI/CD + NetBox-driven Ansible GitOps for datacenter network configs

January 27, 2026

## Overview and architecture: how NetBox, Git repos, GitLab runners (Docker), and Ansible fit together for a GitOps flow in datacenter networking This tutorial builds a practical GitOps pipeline where **NetBox** is the s

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How to build a NetBox-driven Ansible pipeline to provision BGP at scale in datacenter networks

January 26, 2026

Provisioning BGP across hundreds (or thousands) of devices is mostly a data problem: you need a consistent source of truth, strong modeling conventions, deterministic rendering, safe deployment mechanics, and repeatable

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© 2026 Christopher Wise. All rights reserved.

IT Professional | Cisco Networking & Automation Specialist