Former President Barack Obama and former Vice President Joe Biden, whose friendship has generated countless Internet memes, were spotted together Monday grabbing a bite to eat at a Washington bakery.

“Look who stopped by @DogTagBakery for lunch today!” said a tweet from Dog Tag Bakery’s account. “Thank you @BarackObama and @JoeBiden for supporting our mission of empowering veterans with service-connected disabilities, military spouses, and military caregivers!”