Simple beats shiny in AI ops

There are always new tools. New dashboards. New promises.

But the winner is usually the same: the setup that your team can run on a normal Tuesday.

If a workflow needs perfect conditions, it won’t survive real business. Keep it simple, run it often, improve it weekly.

That’s the MSA bias: fewer moving parts, more reliable outcomes.