Managing Docker images and containers

Hi all,

My team is in the process of adopting the use of docker and we are left with one unanswered question because of the size of the team.
The team comprises of over 30 members and each member has different requirements. I would like to know how we could effectively manage our docker images and containers without letting the number outgrows.