The story
Essentially deverbal in nature, albeit not from a unitary phrasal verb; from blow hard.
First known use, by meaning
- from c. 1840 A person who talks too much or too loudly, especially in a boastful or self-important manner.
Etymology from Wiktionary, CC BY-SA 4.0.