From 1 Agent to 30

Lessons from scaling an AI agent fleet.

1-3 agents: Manual management works

You can manage a few sessions with tmux directly. But you'll lose track of what each one is doing.

5-10 agents: You need a dashboard

At this point, you can't keep everything in your head. amux's dashboard shows live status, token spend, and current task for every agent.

10-30 agents: You need coordination

Without a task board and atomic claiming, agents duplicate work. amux's kanban board with SQLite CAS ensures no wasted effort.

git clone https://github.com/mixpeek/amux && cd amux && ./install.sh
amux register myproject --dir ~/Dev/myproject --yolo
amux start myproject
amux serve  # → https://localhost:8822