Angelina Jolie filed for divorce from Brad Pitt on Monday, but their split has been a "long time coming," a source tells ET.
Jolie, 41, and Pitt, 52, tied the knot in August 2014, but according to the source, the two have been having problems for the last year.
"They haven't slept in the same bed for a big chunk of that," the source says. "When they were in New York City the last time together, they had separate rooms and were on their own schedules."
WATCH: Angelina Jolie Files for Divorce From Brad Pitt After Two Years of Marriage
According to another source, Pitt has also been more "carefree" in recent months. During his visit to NYC in July, people who worked with the A-list star commented that "the old Brad is back," the source says.
" ... They said [that] because 'he was back to being totally carefree and easygoing. Back to the aloof Brad,'" the source says. "It was a working trip but he was making the most out of his free time. He was going out to lunch, walking around. It's almost like he didn't care about anything. He wasn't your classic, uptight A-list celebrity walking around with a big entourage."
"Angelina runs a tight ship, and for years, Brad followed her orders," the source further claims. "She always called the shots and he went along with it. In recent months, he hasn't been and has been living his life how he wants to live it."
According to another source, Jolie and Pitt also struggled with issues when it came to agreeing on a parenting style for their six kids -- 15-year-old Maddox, 12-year-old Pax, 11-year-old Zahara, 10-year-old Shiloh, and 8-year-old twins Vivienne and Knox.
"Brad has traditional parenting skills -- thinks the kids need structure [like] bed times, consistent schooling," the source says. "Angelina's parenting style is much more freeform. She's not into setting boundaries."
Most recently, Pitt took a solo trip to Croatia on Sept. 1, where he met with investors and toured a real estate development. A source tells ET that Pitt "seemed fine" during his recent stay.
As for Jolie, she was last spotted in Syria on Sept. 12, making her fourth visit to the refugee camps in Jordan since the conflict in Syria began.
The last sighting of Pitt and Jolie together before their bombshell divorce announcement was in July, when they took Knox and Vivienne out for a birthday breakfast at the Griddle Café in West Hollywood, California.
Jolie lists their separation date as Septrmber 15 in her divorce filing, and is asking for physical custody of their six children.
Witchy is back with a new hair style ... talking trash and telling it like it is ...HeHe
It makes sense when you understand that it is "her way or the highway." No compromise. She believes children can set their own limits and and boundaries. Brad believes parents teach children how to set limits, follow instructions and rules and what lines you do not cross. It is hard to get along when you cannot agree on how to raise your children. This is too important an issue. I am sure there are other problems too.
On a lighter side :
Once upon a time there was a lot of love between Brad and Angie, it was so clear to see and feel when you saw them. Thru all her health problems, Brad stood by lovely and supportive. They had children together and adopted children. They married after a decade together. But so much love could not keep them together. Brad was the down to earth type of guy, while Angie was the free spirit, perhaps that was what bought them together their differences in life. Now sadly it's over. May they each go forward with love and happiness for their children.