Easier said than done

Something that sounds simple when described but is actually difficult to accomplish in practice.

This phrase dates back to the early 15th century, appearing in various forms in English literature. The earliest recorded version was "bet seid than doon" in medieval texts, evolving into the modern form by the 17th century as a way to express the gap between theory and practice.