All of my adult friends are from previous jobs. And I mean - friends. We have Slack channels and grab drinks and lunches once in a while to catch up. We visit each other's big life events.

You can't just bond with someone over work - you need to regularly grab after-office drinks, open up and develop trust. And when you are older and busier - bonding over food is also effective.