In baseball, wiffleball, or kickball, when you throw the ball up and hit it yourself or kick it yourself.
“He can’t pitch, just cherry bomb it.”
Someone who in a competition starts out strong, gloats about it, and then ends up doing bad.
Mike bragged about being in first place but ended up Cherry-Bombing again and took last place.