ai agent orchestration tools for coding

preguntas frecuentes

• +What is agent orchestration?

  Splitting one piece of work across several agents and coordinating them: deciding the subtasks, starting the agents, watching them, and pulling their results back together.

• +How is orchestration different from agent management?

  An agent manager runs the agents you decide to start, each on its own branch, and helps you review them. An orchestrator decides which agents to start in the first place. Some tools, Pane included, do both.

• +Is Pane an orchestrator?

  Yes. A Pane Session is a chat with Claude Code, Codex or Cursor that runs your other agents. It splits up work, starts panes, watches them, collects their reports and tracks their pull requests. You stay in charge of what ships.

• +Can Pane run agents from another orchestrator?

  Yes. Any orchestrator that starts CLI agents or terminal commands can run them in Pane, and agents can drive Pane directly through the runpane CLI or Pane's MCP server.

• +When do I need a swarm tool?

  When splitting and dispatching work is your bottleneck: one job that breaks into many independent pieces, or batches you want to run overnight without watching each terminal.

• +When is orchestration overkill?

  When you run two or three agents and can read their diffs yourself. An agent manager is enough at that size, and an orchestrator only adds another layer to debug.

• +What is the risk of fire-and-forget coding agents?

  Large diffs nobody has read. More agents produce more changes, and unless someone reviews each one, mistakes ship together and are harder to untangle.

• +Do orchestrators use worktrees?

  Most local ones do. Pane, Omnigent's lead agent, Traycer, Agent Orchestrator and Kandev give each agent its own worktree. Clor uses a Docker container per task instead, and Solo doesn't isolate agents at all.

• +What should solo developers use?

  Start with an agent manager and get the loop of prompt, diff and merge working. Add a lead agent once splitting up the work is what slows you down.

• +What should teams use?

  Teams often add shared process on top: HumanLayer's research, plan and implement steps, Kandev's review stages, or Omnigent's policies and spend caps. Each person still needs a good local loop for running and reviewing agents.

• +Are orchestration tools competitors to Pane?

  Some are, since Pane Sessions coordinate agents too. Others work alongside it: they decide the work, and Pane gives the agents a terminal, a worktree and a diff view.

• +What is the key decision question?

  Do you need a boss for your agents, a cockpit for the agents you already run, or both in one app?