Notes from the practice.
Field-tested thinking on network automation, source of truth, AIOps and building an automation stack that lasts. Written by the engineers who deploy it.
All articles
Why a network source of truth is the foundation of automation
Automation is only as good as the data it acts on. Why the source of truth comes first, what belongs in it, and what happens when it is skipped.
AIOpsFrom reactive to self-driving: what AIOps really changes in the NOC
Beyond the buzzword. Correlation, noise reduction and closed-loop remediation, and where human judgment still belongs.
StrategyOpen source, commercial, or both? Choosing a network automation stack
A practical framework for deciding what to buy, what to build, and what to run on open source, without painting yourself into a corner.
OrchestrationNSO and Ansible: where each fits in intent-based automation
Not a rivalry. A division of labour. How model-driven orchestration and playbook automation complement each other in practice.
The Agentic AI NetOps reference architecture
A governed blueprint for running AI agents in enterprise network operations, including the autonomy model that makes it acceptable to a risk committee.
Ready to make your network prove itself?
Tell us where you are on the journey, from a source of truth to full AIOps, or from a first security baseline to an audit you can pass, and we will tell you exactly how we would help you get there.