The secret to successful horizontal scaling is how you allocate responsibilities to teams. The fewer cross-team dependencies, the better. It’s fundamentally a question of architecture, because the responsibilities of your teams need to mimic your desired system architecture. (This is also called the Inverse Conway Maneuver.)
