New Tool 'Dorothy' Orchestrates Claude Code
A developer has released Dorothy, a new open-source orchestration tool for the Claude Code model and other AI agents. The project, available on GitHub, aims to help developers manage complex workflows and interactions between multiple AI agents. The creator built the tool to address challenges they faced while using Claude Code in their daily development work.
- The creator of Dorothy built the tool to solve their own daily "papercuts" when managing multiple Claude Code sessions, such as remembering which agent was doing what and visually tracking installed skills and plugins. - Dorothy functions as a desktop application that provides a management layer for Claude Code, running locally without requiring cloud accounts. It includes features like a super agent for orchestration, a multi-agent terminal, a Kanban board, and automations that can be triggered by events from GitHub or Jira. - The tool exposes over 40 tools through 5 MCP (Model Context Protocol) servers, covering functions like task management, messaging, document storage, and social data scraping. One of the creator's own automations uses these tools to pull trending tweets about "AI agent orchestration" to inform Dorothy's feature development. - The emergence of tools like Dorothy, Oh My Claude Code (OMC), and LangGraph reflects a broader trend in AI development focused on multi-agent orchestration to handle complex, multi-step tasks that a single agent would struggle with. - Claude Code itself has an experimental "agent teams" feature that allows for the coordination of multiple instances, and Anthropic has introduced "Programmatic Tool Calling" to allow Claude to write Python scripts for more reliable workflow orchestration. - This orchestration layer is becoming critical as developers move from single, autonomous loops (known as "Ralph Wiggum loops") to more sophisticated systems where multiple agents' outputs must be verified against a common goal. - The need for better agent orchestration is also being addressed by Claude Code's native "Task" tool, which allows the model to spawn specialized sub-agents that can run autonomously in the background. - Other open-source tools in the AI orchestration space have different focuses; for example, one "Dorothy" is a Python library for audio-reactive drawing, and another is a tool for security testing in Okta environments, indicating the high level of specialized tool development in the current market.
