The engaged pair were snapped walking arm in arm in Los Angeles after having lunch at Urth Caffe lunch on Tuesday (29 October).
Jesse dressed down in jeans and a cosy cardigan, while Cara was effortlessly cool in a black dress and leather jacket teamed with a lustworthy Chanel bag.
Cara tweeted a picture while they were at the restaurant, saying: "Lunch selfie with my love."
What a ridiculously good looking couple, right?!
The couple's casual cool was certainly a world away from their seriously glammed up appearance at the TWO x TWO for Aids and Art 2013 Gala at the weekend, which Jesse hosted. It benefited amFar, the Foundation for Aids Research, and the Dallas Museum of Art. The sold-out event which included a dinner and auction raised an incredible $5 million
Jesse tweeted afterwards: "Honoured to be a part of such a great evening and important humanitarian effort."
A proud Cara, meanwhile, tweeted: "Amfar Gala w the night's emcee! He's hot! I'm going home with him!"