Basically means, "you heard me" or "do you understand?". It can be used as a question or an exclamation towards someone. It's common in New York around the Bronx and Mount Vernon.
"we're going out to the bodega, ju hurdd?"
"Yeooo it's finna be a movie tonight. JUUUU HURDDDDD"
