They’ve been married for just one month, but Josh Duhamel and Fergie are already looking to adopt! However, they aren’t about to pull a Brangelina–they’re planning to pick out a puppy!

A pal of Fergie, 33, and Josh, 36, tells OK! it’s not a surprise since they’re already proud parents to two dachshunds, Zoe and Dylan. Now the friend says, "They’re looking for something a little bigger, like a golden retriever."

Though the doting couple, who wed in Malibu, Calif., on Jan. 10, take their pooches everywhere–from running errands to hiking in the hills (Josh was also spotted carrying one of the little weiners outside of a veterinary clinic on Feb. 3)–they do manage to find some alone time together.

The twosome got all glammed up to attend the Feb. Vanity Fair and Krug dinner at the Chateau Marmont in West Hollywood, where they mingled with the likes of Paris Hilton and R&B singer Keyshia Cole, who hosted the party. The lovey-dovey duo’s friend tells OK!, "They’re still on cloud nine. It’s like the honeymoon never ended!"

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