The duo is in the area filming a new Netflix series based on the 1981 movie "The Four Seasons," which starred Carol Burnet and Alan Alda.
While filming, both ate at the Dutchess County Yankee Clipper Diner in Beacon.
The diner is known for its, well, diner food, including goodies like the Turkey Gobbler, which consists of turkey, stuffing, mashed potatoes, and cranberry sauce smothered in gravy.
They also have a wide selection of sandwiches, breakfast items, and diner dinner favorites, such as a hot roast beef sandwich and some Greek items.
But heck, you want to know about the stars.
The staff thanked both on Facebook and Instagram as they posed for photos.
On Instagram, they said, "Rolling with some famous friends…thank you, Steve Carell, for visiting!!!"
There was no word on what they had to eat.
Filming for the series will continue for the next couple of months.
Others starring in the series include Will Forte from SNL, Kerri Kennedy-Silver from Wet Hot American Summer, and more.
So, if you're in the Beacon area, be on the lookout for filming.
Click here to follow Daily Voice Troy and receive free news updates.