GraphCode

GraphCode is a macOS application for orchestrating multiple AI coding agent sessions as interconnected loops on a visual canvas. Each loop runs a coding agent (Claude Code, GitHub Copilot CLI, Codex, OpenCode, or Pi) repeatedly with different hand-off strategies: turn-based pauses for your review, goal-based runs until a condition is met, time-based runs on a cadence, or composite pipelines that plan their own steps. Loops can message each other across repositories and remain live so you can attach and steer them mid-run.

The tool supports up to 10+ parallel sessions in a single workspace, with multiple workspaces available for different lines of work. Loop-to-loop messaging requires no configuration—you simply reference loops by name. Sessions persist across app restarts, and the maker built it to work with multiple AI coding backends interchangeably.