It's true not just for machines but engineering in general. Whether it's civil or mechanical or electronic or semiconductor engineering, their foundation is built on setting boundary conditions to make the natural world predictable so that it can be reliably manipulated. Things most often go wrong when those conditions are poorly understood, constrained, or modeled such as when using an unproven material, using imprecise parts, or ignoring thermal expansion when designing structural components.

Engineers have a plethora of quality control standards and centuries of built up knowledge to make this chaos manageable and the problems tractable.