All orchestrators

Gas City

Fleets of agents, declared in config.

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Declaratively configured orchestrator that runs fleets of coding-agent CLIs in tmux, subprocess, ACP, SSH or Kubernetes sessions, routing work through a Beads task graph.

GOOD FIT FOR

Declarative fleets across tmux, SSH or Kubernetes, routed through a Beads task graph.

Core features

  • Sandboxed runs YesSource
  • Diff review Partial

    Source is code only. The dashboard renders diffs inside individual tool results in a session transcript, and the docs mention no review view for a task's overall changes.

    Source
  • Agent coordination YesSource
  • Scheduled tasks YesSource
  • Event triggers YesSource
  • Team collaborationNo

    The dashboard docs say "It is intended for local, single-operator use". Shared team work is offered by Beads Team Server, a separate commercial product for design partners.

    Source
  • API / CLI control YesSource

Pricing

Gas City and Beads are free and open source; Beads Team Server and the coming Gasworks are separate commercial products from Gas City, Inc.

Platforms

gc CLI plus a web dashboard (gc dashboard); install docs cover macOS and Linux. Windows support not verified.

Research notes

Repo README and GitHub description call it an 'orchestration-builder SDK', and it hardcodes no roles, but it is usable directly: Homebrew install, gc init, gc sling, and a quickstart run real sessions. FAQ says Gas Town's machinery was extracted into it and the same engine can run Gas Town as a pack. Default session runtime is tmux; subprocess, exec, ACP, k8s, ssh:user@host and herdr are alternatives, so how agents launch varies by config. Upstream base_url/api_key overrides map to ANTHROPIC_* and OPENAI_* per harness. Docs live at docs.gascityhall.com. Marketing site now pitches 'software factory platform'.

Agents & providers

Codex Claude Code Gemini CLI Cursor Agent GitHub Copilot Sourcegraph Amp OpenCode Grok Kimi Code Pi