AI Agent Orchestrator

AI Agent Orchestration, Simplified.

Running multiple AI agents without coordination is like managing a team with no project plan. AgentsRoom gives you a visual orchestration layer where roles, tasks, and progress are always visible.

AgentsRoom is a desktop app (macOS) and mobile app (iOS/Android) that orchestrates your Claude Code agents. Assign specialized roles, launch parallel tasks, monitor output in real time, and keep every agent isolated on its own git worktree.

What Is AI Agent Orchestration?

AI agent orchestration is the process of coordinating multiple autonomous AI agents working on related tasks. Instead of managing each agent individually, an orchestrator provides a unified interface to assign roles, distribute tasks, monitor progress, and handle dependencies between agents.

For development workflows where you delegate to 5, 10, or 20 coding agents at once, orchestration is not optional. Without it, agents duplicate work, conflict on shared files, and produce inconsistent results. An orchestration layer turns independent agents into a coordinated team.

The value of multiple agents is not in their number. It is in how well they are coordinated.

Core principle of agent orchestration

Manual Coordination vs. Orchestrated Agents

The difference between managing agents by hand and using a proper orchestration tool.

Manual Coordination

  • Open 10 terminal windows and track each agent's progress mentally
  • No role system: every agent starts with the same generic context
  • Conflicts when two agents edit the same file on the same branch
  • Manual copy-paste to compare outputs and resolve overlapping work

Orchestrated with AgentsRoom

  • Visual dashboard shows all agents, their roles, and current status in one grid
  • Role-based assignment: Frontend, Backend, QA, DevOps, Architect, and more
  • Git worktree isolation keeps each agent on a separate branch automatically
  • Real-time terminal streams let you monitor every agent without switching windows

Orchestration Capabilities

What AgentsRoom provides as an orchestration layer for AI coding agents.

Role Assignment

Assign specialized roles to each agent: Frontend, Backend, QA, DevOps, Architect, Security, and more. Each role comes with a distinct color and label in the dashboard, so you can scan agents by function at a glance.

Parallel Execution

Launch multiple agents simultaneously, each working on a different task. AgentsRoom handles process management so you can run 10 or 20 agents in parallel without juggling terminal windows.

Real-Time Monitoring

Every agent streams its terminal output live to the dashboard. Status indicators show active, idle, done, or error states. You see problems as they happen, not after the fact.

Git Worktree Isolation

Each agent operates on its own git worktree by default. This prevents merge conflicts between agents working on the same repository. When an agent finishes, you review and merge its branch.

Project Grouping

Organize agents by project. Switch between projects in the sidebar without losing context. Each project retains its own agent configuration, roles, and history.

Mobile Oversight

Monitor your orchestrated agents from your phone. The iOS and Android apps connect to your desktop via encrypted relay. Check progress, read output, and get notified when tasks complete.

How Orchestration Works in AgentsRoom

Four steps from task definition to merged results.

1

Define Roles and Tasks

Open AgentsRoom, create agents with specific roles, and assign each one a task using natural language prompts. Add CLAUDE.md instructions to set project context.

New Agent > Select Role > Write Prompt > Set Worktree

2

Launch Agents in Parallel

Start all agents at once. Each agent gets its own terminal process and git worktree. They work independently, without blocking each other or competing for resources.

Click Run on each agent, or use batch launch for the full group

3

Monitor from the Dashboard

The dashboard grid shows every agent's status and live terminal output. Scan for errors, track completion, and intervene only when needed. The mobile app mirrors this view for remote monitoring.

Green = active, Blue = done, Amber = waiting, Red = error

4

Review and Merge Results

When agents finish, review their output in the dashboard terminal. Each agent's work is on a separate branch, so you merge only what passes review. No risk of untested code reaching main.

Click agent > Review diff > Merge branch or request changes

Why AgentsRoom for Orchestration

Built for developers who want control over their AI agents, not full automation.

Human-in-the-Loop

AgentsRoom is not a fully autonomous system. You define the tasks, review the output, and decide what to merge. The orchestrator handles coordination; you keep the final say on every change.

Local Execution, Full Privacy

All agents run locally on your machine. Code never leaves your computer unless you push it. Desktop-to-mobile sync uses end-to-end encryption. No server-side processing of your codebase.

Native Performance

AgentsRoom is an Electron app with real PTY terminals, not a web wrapper. Each agent gets full terminal emulation via xterm.js. The interface stays responsive even with 20 agents running.

Open Source

The full source code is available on GitHub. Inspect how orchestration works, contribute improvements, or adapt it for your team. No hidden telemetry, no vendor lock-in.

AI Agent Orchestration FAQ

What is AI agent orchestration?+
AI agent orchestration is the process of coordinating multiple AI agents so they work together on related tasks without conflict. It includes assigning roles, distributing work, monitoring progress, and managing dependencies. AgentsRoom provides this orchestration layer specifically for Claude Code agents.
How is AgentsRoom different from AutoGPT or similar tools?+
AutoGPT and similar frameworks focus on autonomous agent chains where agents call other agents. AgentsRoom is a human-in-the-loop orchestrator: you define every task, assign it to an agent with a specific role, and review all output before merging. Agents do not spawn other agents or make decisions outside your control.
Do I need coding experience to use AgentsRoom?+
Yes. AgentsRoom is built for developers who already use Claude Code or similar AI coding tools. You write prompts, review code diffs, and merge git branches. The orchestrator handles process management and monitoring, but you need to understand the code your agents produce.
How many agents can I orchestrate at once?+
AgentsRoom can handle 20 or more concurrent agents. Each agent runs in its own PTY process with full terminal emulation. The practical limit depends on your machine's CPU and RAM, and your Anthropic API rate limits.
Is my code private when using AgentsRoom?+
Yes. All agents run locally on your machine. AgentsRoom does not send your code to any server. The only network traffic is between your desktop and mobile apps, and that connection uses end-to-end encryption. The relay server cannot read your data.
What AI models does AgentsRoom support?+
AgentsRoom works with Claude Code agents by default, supporting Claude Opus, Sonnet, and Haiku. Since each agent is a standard terminal process, you can also run other CLI-based AI tools. The orchestration layer is model-agnostic at the terminal level.

Start Orchestrating AI Agents

Download AgentsRoom and coordinate your AI coding agents from one interface. Free to use, no account required.

Download for macOS

Requires a Claude subscription (Max or Pro)