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run multiple AI coding agents in parallel

Canopy runs Claude Code, Gemini CLI, Codex, and OpenCode sessions at the same time. Each worktree gets its own agent session, and the Inspector tracks all of them from one window.

Canopy workspace with three parallel Claude Code sessions across different worktrees

one agent per worktree

Each worktree runs its own Claude Code (or Gemini CLI, Codex, OpenCode) session with separate files and terminal state. Browser tabs are assigned per worktree, while saved credentials and login storage are shared across Canopy.

  • Isolated file system per worktree prevents agent conflicts
  • Claude Code, Gemini CLI, Codex, and OpenCode supported
  • Pick the agent tool when you start each session

side-by-side session monitoring

The sidebar shows the status of every running session: idle, thinking, calling a tool, or waiting for permission. The Inspector gives per-session cost, duration, context usage, and tool call count. On macOS, the notch overlay shows all active sessions.

  • Sidebar badges: idle, working, waiting for permission, error
  • Inspector with cost, duration, lines changed, and context usage
  • macOS notch overlay peeks when a session needs input

task context per session

When a worktree is linked to a Jira, YouTrack, or GitHub issue, Canopy sends the task title, description, and comments to the agent at session start. Each agent begins with the ticket context instead of a blank prompt.

  • Task description and comments injected at session start
  • Switch between sessions from the sidebar without losing state
  • Per-session cost and duration tracked independently

questions about multi-agent workflows

How many Claude Code sessions can run at once?
Canopy does not set a hard session limit. Practical limits come from CPU, RAM, and each agent tool's concurrency rules.
Does Canopy support Gemini CLI and Codex alongside Claude Code?
Yes. You can run different agents in different worktrees. Pick the tool when you start each session.
How much memory does each session use?
Each Claude Code session runs as a separate process. Memory depends on the model and context size. Canopy itself adds minimal overhead per session.

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