Baton

Product Introduction

1. Definition: Baton is a specialized desktop orchestration layer and graphical user interface (GUI) designed specifically for running and managing CLI-native AI coding agents. Technically categorized as an AI Agent Orchestrator and Git Worktree Manager, Baton provides a structured environment to execute multiple autonomous agents in parallel, utilizing local system resources and Git’s native worktree functionality.

2. Core Value Proposition: Baton exists to eliminate the bottlenecks associated with single-threaded AI development workflows. By automating the creation of git-isolated workspaces, it allows developers to delegate multiple features or bug fixes to different AI agents (such as Claude Code or Codex) simultaneously without risking branch pollution or manual context-switching overhead. The tool bridges the gap between raw command-line interfaces and high-level project management, providing visibility into autonomous agent progress.

Main Features

1. Git Worktree Isolation: Every workspace in Baton is backed by a dedicated Git worktree. Unlike standard branch switching which requires stashing or committing unfinished work, Baton creates a separate physical directory for each task. This allows multiple agents to operate on the same repository concurrently on different branches without file-system conflicts. Changes, ahead/behind counts, and branch statuses are tracked in real-time within the dashboard.

2. Intelligent Agent Monitoring & Smart Notifications: Baton implements a sophisticated status tracking system for terminal-based agents. It parses agent output to generate labeled status badges: blue for "Input Required," green for "Task Done," and red for "Error." These notifications are integrated into the OS dock and the app’s sidebar, allowing developers to monitor long-running background tasks without keeping a terminal window active.

3. Built-in MCP (Model Context Protocol) Server: Baton includes an integrated MCP server that empowers AI agents to perform meta-tasks. Through this protocol, agents can programmatically spawn new Baton workspaces, initiate parallel sub-tasks, and update their own workspace metadata (titles and descriptions). This enables a hierarchical agent workflow where a "manager" agent can distribute work to "worker" agents across the local environment.

4. Advanced Monaco-Powered Diff & File Explorer: For code review, Baton integrates the Monaco Editor (the core of VS Code) to provide a high-performance diff viewer. It supports split and unified views, live-follow mode to watch agents write code in real-time, and the ability to roll back individual file changes before merging. A built-in file tree, powered by fzf for fuzzy searching and ripgrep for full-text content indexing, ensures rapid navigation of the codebase.

5. Custom Agent Presets & Terminal Fidelity: Rather than acting as a restricted wrapper, Baton maintains full terminal feature support. It allows users to define custom agent presets with specific CLI flags, environment variables, and startup scripts. It supports any terminal-based tool, including Claude Code, Gemini CLI, OpenCode, and bespoke internal scripts, running them in authentic terminal sessions with multi-pane splitting and tab management.

Problems Solved

1. Context-Switching Fatigue: Developers often struggle to manage multiple feature branches, leading to constant git stash and git checkout cycles. Baton solves this by providing a visual dashboard where each feature is an isolated, persistent workspace that can be returned to instantly.

2. Monitoring Autonomous Agents: CLI agents often "hang" or wait for user input without alerting the developer. Baton’s smart notifications ensure that a developer is only interrupted when an agent specifically requires intervention, maximizing "deep work" periods.

3. Parallel Development Limitations: Traditional IDEs and terminal setups make it difficult to run three different AI agents on three different tasks within the same project. Baton’s worktree-centric architecture makes parallel AI development the default workflow.

4. Target Audience: Software Engineers, DevOps Professionals, and AI Researchers who utilize autonomous coding agents. It is particularly valuable for "AI-First" developers who use LLM-based CLI tools for boilerplate generation, refactoring, and automated testing.

5. Use Cases:

• Simultaneously fixing five minor UI bugs across five different branches.
• Running a large-scale refactoring agent in the background while manually coding a new feature in a separate IDE window.
• Spawning a "Reviewer" agent to audit the code produced by an "Architect" agent.
• Rapidly prototyping multiple architectural approaches to the same problem in parallel to compare results.

Unique Advantages

1. Differentiation: Unlike AI-integrated IDEs (like Cursor or Windsurf) that focus on a single active workspace, Baton is an orchestrator. It does not replace the IDE; instead, it manages the git-level infrastructure and terminal execution for agents, providing one-click "Open in VS Code/Cursor" shortcuts for any specific worktree.

2. Local-First Privacy: Baton operates entirely locally. It does not require an account, and code never leaves the machine through Baton itself. The only optional cloud interaction is for AI-generated workspace titles, which uses a non-training API and can be disabled.

3. Git Native Architecture: By relying on standard git worktree and git branch commands, Baton ensures there is no vendor lock-in. If a user stops using Baton, their code remains in standard Git branches and directories, accessible by any other tool.

4. Terminal Fidelity: Most GUI wrappers for AI agents strip away terminal features (like colors, interactive prompts, or specific shell behaviors). Baton provides a full-featured terminal emulator that supports all CLI-native functionalities.

Frequently Asked Questions (FAQ)

1. Does Baton require a specific AI agent to work? No. While Baton offers first-class support and smart notifications for Claude Code, Codex CLI, and Gemini CLI, it is designed to run any agent that operates via a Command Line Interface (CLI). Users can configure custom commands and startup scripts for any local or API-based agent.

2. How does Baton handle Git conflicts between different workspaces? Baton prevents conflicts by utilizing Git Worktrees. Each agent works in its own separate directory on a unique branch. Since agents are physically isolated at the file-system level, they cannot interfere with each other's work. Conflicts only occur at the merge/Pull Request stage, which can be managed via the built-in diff viewer or the user's preferred IDE.

3. Can I use Baton alongside VS Code or Cursor? Yes. Baton is designed to complement your existing IDE. Each workspace in Baton includes a shortcut to open that specific worktree directory in VS Code, Cursor, Windsurf, or Xcode. Baton handles the orchestration, terminal management, and Git isolation, while the developer uses their preferred editor for manual coding and fine-tuning.

4. Is Baton free for commercial use? Baton offers a fully-featured free version that is limited to 4 concurrently running workspaces. To unlock unlimited concurrent workspaces, users can purchase a one-time license for $49. All other features, including the MCP server and advanced diff tools, are included in both the free and paid versions.