Earlier tonight, my desktop fired a notification: upstream had tagged a new release for one of the packages I maintain in Fedora Copr. My background auditor had caught the new release tag from an Atom feed, compared it against my local RPM spec, and alerted me.

Yet nothing was committed …

Let's be honest: most AI coding setups are a mess. One day you are using a cheap model that can't even close a bracket, and the next you're using a premium orchestrator that burns $10 in tokens just to fix a "hello world" typo. It's frustrating as hell, right?

I …