Running one AI coding agent is a productivity boost. Running three or four at once is a step change - until it becomes chaos. The agents do not slow down when you step away; you do. This is a practical guide to running a fleet of coding agents and keeping every one of them moving.
1. Give each agent a self-contained task
Parallelism works when the tasks do not collide. Split work so each agent owns a clear slice - a bug fix here, a test suite there, a refactor in a third place - ideally on separate branches or directories. Agents that fight over the same files produce merge pain that erases the time you saved.
2. Use isolation so they cannot step on each other
Give each agent its own working copy where you can - a separate git worktree, branch, or checkout. Isolation lets an agent edit, run, and test freely without corrupting another agent's state, and it makes reviewing each one's output independent.
3. Make "needs me" impossible to miss
The expensive failure mode is silent: an agent asked a question twenty minutes ago and has been idle ever since. With several agents running you cannot watch them all, so you need the blocked ones surfaced automatically. This is the single most important habit - optimize for never letting a stalled agent sit unnoticed.
4. Batch your reviews
Context-switching between agents every few seconds is its own tax. Let agents run, then review finished work in batches. A clear "done" signal per agent lets you queue up reviews instead of hovering.
5. Answer from wherever you are
Agents run for minutes at a time, so you do not need to be glued to the desk - but you do need to be reachable. Being able to answer a blocked agent from a browser or a phone, even by voice, is what keeps a fleet moving while you are in a meeting or on a walk.
Doing this without a wall of terminals
You can run a fleet by hand with tmux, a stack of terminal tabs, and discipline. Most people lose track somewhere around the third agent. An orchestrator automates the bookkeeping: DevThrottle puts every agent on one board, flags the ones waiting on you, keeps them running in the background, and lets you answer from any browser or your phone. It works with the agents you already use - Claude Code, Codex, Aider, Gemini, and more - and everything runs on your own machine.
Curious which agents are strongest at real terminal work before you build a fleet? See the Terminal-Bench scoreboard.
Run your agents from one control room
DevThrottle orchestrates command-line coding agents across your machines. Your code never leaves.
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