Every Fabric project I've worked on, every single one, has had questions around SKU sizing, capacity, capacity metrics, monitoring, and utilisation. The list goes on. I've been working with Power BI since its early days, and I've been in the BI world for many years before that. In all that time, I don't think I've come across a single product or project where it's easy to say "this is the right size." There's never really a right or wrong answer. I sometimes wonder if that's where the famous...

A single Python file that creates complete monitoring infrastructure for Microsoft Fabric: lakehouse, tables, semantic model with relationships and DAX measures. Deploy in 5 minutes and start tracking your ETL pipelines immediately.

It's one of those blog posts I write for my own reference, and I suspect many of you will find it useful too. If you're working with Semantic Link and Semantic Link Labs in Microsoft Fabric, you've probably hit that moment where something doesn't work, and you realise your library version is out of date. Fabric pre-installs semantic-link, but the version bundled with your runtime isn't always the latest. And semantic-link-labs? That one you need to install yourself. I got tired of manually...