ChesterRa/cccc

Coordinate your coding agents like a group chat — read receipts, delivery tracking, and remote ops from your phone. One pip install, zero infrastructure. A production‑minded orchestrator for 24/7 workflow

What it solves

CCCC addresses the fragmentation and lack of persistence in multi-agent coding workflows. Instead of managing disconnected terminal sessions where context is lost in scrollback, CCCC provides a durable, coordinated system for running multiple coding agents as a persistent team across different runtimes, machines, and working groups.

How it works

The system operates via a central daemon that acts as the single writer for all state, ensuring no race conditions. All events and messages are recorded in an append-only JSONL ledger, making the history auditable and replayable.

CCCC orchestrates agents across various runtimes (such as Claude Code, Codex CLI, and ChatGPT Web) by providing a unified control plane. It uses a "Foreman + peer" model for role-based coordination and implements IM-grade messaging semantics (routing, read receipts, and delivery tracking) to ensure reliable handoffs between agents.

Who it’s for

Developers and teams who use multiple AI coding agents and need a way to coordinate them as a cohesive unit rather than isolated tools. It is particularly useful for those working across multiple machines or who want to supervise their agents via a Web UI or mobile device.

Highlights

  • Multi-runtime orchestration: Supports 17 first-class runtimes including Claude Code, Cursor CLI, and GitHub Copilot CLI, as well as custom runtimes.
  • Durable coordination: Uses an append-only ledger for state instead of terminal scrollback.
  • Group Bridge: Connects trusted remote groups across different machines or teams with layered access levels (Messages, Read, Full).
  • Unified Control Plane: Provides a Web UI, CLI, and MCP tools to manage agents, view embedded terminals, and configure automation rules.
  • IM-grade messaging: Features recipient routing (@all, @foreman), delivery tracking, and separate modes for active delivery and non-interrupting Inbox delivery.
  • ChatGPT Web Integration: Allows a ChatGPT Web conversation to act as a local development actor via browser delivery and remote MCP.

Related

  • Project
    firstintent/ccteam

    ccteam is an orchestration layer that turns separate AI coding CLIs into a coordinated team, allowing agents to operate across different vendors and machines from a unified console.

  • Project
    asheshgoplani/agent-deck

    A command center for AI coding agents that allows users to manage, orchestrate, and switch between multiple agent sessions across different projects in one terminal.

  • Project
    aannoo/hcom

    A CLI tool that enables different AI coding agents to message, observe, and spawn each other across terminals to coordinate complex development pipelines.

  • Project
    duxweb/codux

    A high-performance AI coding terminal and control plane that unifies multiple AI coding CLIs into one workspace with token tracking, credential isolation, and cross-device session continuity.

  • Project
    xintaofei/codeg

    A multi-agent coding workspace that aggregates various AI coding agents into one searchable interface, enabling multi-agent collaboration and unattended task execution via Git worktrees.