Penn Badgley and Meghann Fahy are hard at work on their upcoming movie You Deserve Each Other!

The co-stars were spotted filming just ahead of the holiday weekend on Thursday (July 3) in New York City.

Penn was seen guiding a blind-folded Meghan through the streets. At one point in between scenes, Penn took off his shirt and was seen in just a tank top while trying to stay cool in the NYC heat.

The upcoming movie was announced last week after Penn and Meghan had a viral exchange on Instagram.

The movie is based on the novel of the same name by Sarah Hogle, The Hollywood Reporter revealed.

Here’s the synopsis: “Described as a lovers-to-enemies-to-lovers rom-com, Each Other follows Naomi and Nick, a couple who are about to get married and live happily ever after except for one thing: they’ve fallen completely out of love. With the wedding rapidly approaching and its pressure mounting, they both resolve to secretly push the other into calling off the wedding using all means at their disposal – pranks, sabotage, and all-out emotional warfare. (Don’t worry, they fall back in love along the way.)”

The movie will be directed by Marc Silverstein and Abby Kohn, who served as writers on the hit rom-coms Never Been Kissed and He’s Just Not That Into You.