The shift happens when you trust an agent to run 5+ minutes unsupervised. You get bored waiting, so you spin up a second agent. Then three. Four. Five.
Suddenly your whole team is doing this and you need: secure execution, event-driven triggers, overnight runs, monitoring, etc.