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How to run several coding agents as one connected graph with Graph Code

Use Graph Code on a Mac to run Claude Code, Codex, Copilot CLI, OpenCode or pi sessions as loop nodes on a canvas, connected by hand-off, message or spawn edges.

Short answer: Install on macOS 15 or newer on Apple Silicon: brew install --cask scgopi/graphcode/graphcode; then make sure at least one agent CLI is on your PATH: claude, copilot, codex, opencode or pi; add a project from the sidebar: a local folder, a clone from a URL or a remote repo over SSH. All steps.

Who it is forA developer juggling many agent sessions at once, for example planning, coding and review agents on the same project.

The problemA dozen terminal tabs of agents means losing track of which one is waiting, and passing work between them by copy and paste.

The outcomeA canvas of live agent sessions that hand work to each other, survive app restarts and reboots, and let you attach to any one to correct it.

What you need first

  • macOS
  • At least one CLI coding agent installed

Steps

  1. Install on macOS 15 or newer on Apple Silicon: brew install --cask scgopi/graphcode/graphcode
  2. Make sure at least one agent CLI is on your PATH: claude, copilot, codex, opencode or pi
  3. Add a project from the sidebar: a local folder, a clone from a URL or a remote repo over SSH
  4. Create loop nodes on the canvas, each with its prompt and the agent it runs as
  5. Drag between nodes to connect them; an edge is a hand-off by default, or a message or spawn
  6. Click a node to attach to its live terminal, and use the shortcut to walk loops that are asking for you

Prompt for your agent

Help me plan a GraphCode graph for <feature>: a planning loop on Claude Code, an implementation loop on Codex and a review loop, with hand-off edges between them. Write each loop's prompt and its stop condition.

Caveat. Graph Code bundles no agents; it launches your installed CLIs with your own accounts.

Use this in your AI agent

Ask your agent

Using the Deduped MCP, get the setup steps for scgopi/GraphCode and "Run several coding agents as one connected graph"

Add Deduped to Claude Code once

claude mcp add --transport http deduped https://dedupedai.com/mcp

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