The pair strolled through Central Park on Thursday with their six-months-old daughter Ariana looking much happier.
And Harley took to her Instagram to update fans on their relationship status.
She wrote: “We went through a rough time, but we're strong and the best we've ever been. I love you Ron and have your back always.”
Both Harley and her daughter wore t-shirts with the message 'more issues than Vogue' while out and about in the Big Apple.
Ortiz has recently taken time away from Jersey Shore to spend more time with his family.
“No, I have not quit Jersey Shore. I am just choosing to take time so I can watch my daughter grow and be apart of her life not just in her life,” he wrote via social media at the time.
He added: “I rather be there for her in person than have to watch her grow through text messages & IG posts. I can give her everything in the world but if I can’t give her a relationship or a bond then all of this is for nothing at the end of the day.”
The couple hit the headlines in June after a massive Las Vegas bust-up.
Harley was taken into custody for domestic battery after she reportedly 'beat up' Ronnie and 'dragged him with a car.'
The pair reportedly got into an argument en route to a friend’s barbeque but it looks like they have been working on improving their relationship.
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