Jennifer Lopez, Marc Anthony

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Are Jennifer Lopez and Marc Anthony back on?

Just a few months after announcing their split, the recently separated couple was spotted walking side by side in Puerto Rico.

So, what gives? 

As it turns out, it's just business as usual.

Lopez and her estranged hubby were in town filming and auditioning talent for their show Q'Viva! The Chosen for the first time last Tuesday, Anthony's rep, Blanca Lasalle, confirms to E! News.

Shortly after they separated in July, a rep for the show's production company told us that the duo would continue production in spite of the breakup...and it looks like they made good on their word. 

"Both Jennifer and Mark are committed to the ¡Q'viva! project and will work on it as planned," the rep said. "The show goes on!"

She says that Anthony started the process a few weeks ago in Mexico and Costa Rica, while Lopez was on the hunt in Argentina. Then, in Puerto Rico, Anthony held auditions solo for two days, then Lopez joined him on Nov. 8 and finished up herself the following day while her ex traveled to Las Vegas for the Latin Grammys.

"They will get together again in the next couple of weeks to continue the talent search," Lasalle says.

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