While the frustrations shared by the NAF community document a wide variety of very specific problems, they also represent an opportunity. Understanding these common failure patterns helps engineers build more resilient automation solutions and provides vendors with clear feedback about what needs improvement.

A distilled analysis of productivity tools and techniques shared in a recent NAF Slack thread where network automation developers discussed their favorite "dev tools & lifestyle hacks." Rather than presenting these as universal truths, this post captures the real dynamics of the conversation to help you evaluate what might work for your specific workflow.

Documentation in network automation isn't just about checking boxes, it's about creating a system that scales with your infrastructure and actually helps your team operate more effectively. Drawn from a recent conversation among seasoned engineers in the NAF community, here are some practical insights that should help when you're knee-deep in a complex project with "lots of moving parts."

Network validation during deployments remains one of the most critical—and challenging—aspects of network automation. This article reveals the diverse approaches engineers are taking; from manual checks to automated systems.

There's a massive gap between having a working script on your laptop and deploying something that non-programmers can safely use in production.

Whether you build, buy, or blend, successful network automation requires skilled practitioners who understand both the technical and business dimensions of your automation challenges.

Is campus network automation just vaporware? The Network Automation Forum (NAF) community weighs in.

Insights from a recent discussion among Network Automation Forum (NAF) community members about the challenges organizations face when building effective network automation capabilities - and how to solve them.