'no-brainer' originates from English, combining 'no' meaning 'not any' and 'brainer' from 'brain,' implying a task that doesn't require brain power.

'no-brainer' emerged in the late 20th century as a colloquial term in American English.

Initially, it meant 'a task requiring no thought,' and this meaning has largely remained the same in modern usage.