Kubeflow is a version matrix, not a version

Fri, 27 Feb 2026 00:00:00 +0000

“What version of Kubeflow are we on?”

That looks like a simple platform inventory question.

In practice, it was one of the most misleading questions in our incident.

We had already fixed one visible symptom — image reconciliation behavior that kept reverting a frontend component — when we started asking version questions to prevent recurrence.

The expected answer was one number.

The real answer was a matrix.

The false confidence moment

The dangerous moment was not when something failed. It was when everything looked green enough to stop looking.

Versioning on ferkakta.dev

Kubeflow is a version matrix, not a version

The false confidence moment