A declared blueprint being applied to a cluster.

Infrastructure as code is a changelog, not magic

Declarative infrastructure means writing down what should exist and letting a tool compute how to get there. An imperative script issues a sequence of API calls and has no idea what already exists; run it twice and you get two of everything, or a failure halfway through. A declarative configuration describes the end state, and the tool owns the difference. ...

November 13, 2026 · 4 min · XB Field Notes