Taylor SwiftandJoe Alwynadded more pages to their love story as theycontinued their romantic getawayat a luxury resort in Turks and Caicos late last week.

The “Delicate” singer wore a blue and white striped bikini as she strolled on the beach hand-in-hand with the actor on Thursday, enjoying a refreshing beverage after taking a quick dip in the ocean.

The couple — who dated secretly for months beforetheir relationship became publiclast May — were also photographed in the water together over theFourth of July holiday.

“They were lovey-dovey,” a source previously told PEOPLE of their salty swim.

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Taylor Swift and Joe Alwyn

Taylor Swift and Joe Alwyn

During the short break in her massiveReputation Stadium Tourschedule (she was back onstage Saturday in Columbus), the pop star had no shortage of R&R, as she basked in the sun during her much-deserved vacation.

Though both the Grammy winner, 28, andher British actor beau, 27, have kept their relationship under wraps, the singer gave fans a peek attheir private romanceon her sixth studio albumreputation.

“Flashback to when you met me / Your buzz cut / And my hair bleached,” sings Swift on “Dress,” possibly referencing the haircut Alwyn sported while filmingBilly Lynn’s Halftime Walk. The superstar had her hair bleached for a few months in the spring of 2016, and both stars attended the Met Gala that May.

Taylor Swift and Joe Alwyn

Alwyn andhis family have been spottedat several shows in the States and in the U.K. sinceSwift kicked off her hit tourin May.

“She seems to be in a great place both career and love wise,” asource recently told PEOPLE. “Joe is just an amazing boyfriend. He is very supportive. Taylor adores his family. She’s in a very good place.”

source: people.com