Operations | Monitoring | ITSM | DevOps | Cloud

After 12 years of faithful service, the TrackJS interface was starting to show its age. Not that it wasn’t working—it was still doing exactly what our customers needed it to do. But when you’re staring at Bootstrap styles from 2012 and a version of LESS that might be officially defunct, it’s probably time for a refresh.

More code is being shipped today than ever before, accelerated by AI powered code gen tools. We’re in a golden age for builders. But here’s the thing: software still breaks in production. From a recent study by Microsoft, AI models struggle to debug software. It’s because most of these code gen tools lack the one thing every good developer relies on: context. To debug anything, you need context. Having AI tools doesn't change that.

This article chronicles my unexpected 3-hour adventure using Claude to create Gophyr: a fully functional Gopher client for Zephyr, complete with a Zephyr shell command set.