Agent Orchestrator: Supervise Parallel AI Coding Agents
/agent-orchestrator
Reach for Agent Orchestrator if you're already running several coding agents at once and drowning in terminals, branches, and PRs you have to babysit. Skip it if you run a single agent โ the whole point is supervising a fleet, and for one agent the harness is overhead you don't need.
When Running Multiple Agents Becomes the Bottleneck
Once you run more than one AI coding agent, coordination becomes the bottleneck: each agent has its own terminal, branch, and pull request, and you're manually shuttling CI failures and review comments back to whichever agent should fix them. The agents can code; keeping them organized is the part that falls on you.
A Meta-Harness for a Fleet of Coding Agents
Agent Orchestrator is an open-source (Apache-2.0) 'meta-harness' for parallel AI coding agents, written in Go. It supervises terminal-based agents โ Claude Code, Codex, Cursor, Aider, Goose, and others โ in isolated workspaces with git worktrees, live terminal access, and session state. Its feedback loops automatically send CI failures, review comments, and merge conflicts back to the responsible agent.
Git Worktrees, Live Terminals, and Auto Feedback Loops
- โIsolated workspaces per agent, backed by git worktrees, so parallel work doesn't collide
- โSupervises terminal agents like Claude Code, Codex, Cursor, Aider, and Goose from one place
- โAutomatic feedback loops that route CI failures, review comments, and merge conflicts to the right agent
- โLive terminal access and session state for each running agent
- โPR awareness, so the harness tracks pull requests across agents
- โA dashboard view of parallel coding-agent sessions
Supervising a Multi-Agent Workflow From One Dashboard
- โขRunning several coding agents on different tasks at once without manual coordination
- โขAutomatically feeding CI failures and review comments back to the agent that owns a branch
- โขKeeping parallel agent branches and pull requests isolated via git worktrees
- โขSupervising a multi-agent coding workflow from a single dashboard
Pointing AO at the Agents You Already Run
You point Agent Orchestrator at the terminal agents you already use and give them tasks in isolated workspaces. AO tracks each agent's terminal, branch, and pull request, and its loops push CI failures, review comments, and merge conflicts back to the right agent automatically, so you supervise from the dashboard instead of juggling terminals by hand.
Getting Agent Orchestrator Running
The provided README excerpt doesn't include exact install commands. Agent Orchestrator is a Go project (Apache-2.0); check the repository's setup instructions for how to build or install it. You bring your own coding agents (Claude Code, Codex, Cursor, Aider, Goose, etc.) โ AO supervises them rather than replacing them.
Coordination Caught Up With Parallel Agent Coding
Running coding agents in parallel has outrun the tooling to manage them, and AO targets that coordination gap directly. Its framing as an 'agentic IDE' that supervises a swarm of agents โ with automatic CI and review feedback loops rather than manual copy-paste โ lands as more developers experiment with multi-agent coding workflows.
What a Supervised Fleet Buys You
- โTurns ad-hoc parallel agent runs into a managed, supervised workflow
- โGit-worktree isolation keeps concurrent agents from stepping on each other
- โAutomatic CI/review/merge feedback loops cut out manual copy-paste between tools
- โAgent-agnostic โ it wraps the coding agents you already run
Overhead You Don't Need for a Single Agent
- โณIt's a harness, not an agent: you still bring, configure, and pay for the underlying coding agents
- โณThe value only appears with multiple parallel agents; for a single agent it's unnecessary complexity
- โณThe provided README doesn't document install/setup, so you'll need the repo for concrete steps
- โณSupervising many autonomous agents at once adds its own coordination and review burden
- โณIt's a young project, so expect rough edges and shifting workflows
cmux, Claude Squad, and Manual Worktrees
Built for Teams Already Running Agents in Parallel
Developers already running multiple AI coding agents in parallel who want CI failures, reviews, and merge conflicts routed back automatically instead of by hand. If you're comfortable supervising a fleet of agents and want isolation via git worktrees, it fits. If you run one agent at a time, it's more machinery than you need.
Agent Orchestrator FAQ
No. It's a harness that supervises other coding agents โ Claude Code, Codex, Cursor, Aider, Goose, and more. The agents do the coding; AO manages their workspaces, branches, and feedback loops.
It runs each agent in an isolated workspace backed by git worktrees, so concurrent branches and changes don't collide.
AO routes CI failures, review comments, and merge conflicts back to the agent responsible for that work, instead of you copying them between tools by hand.
Go, and it's licensed under Apache-2.0. Check the repository for build and setup instructions.
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