agent-orchestrator vs alook
Desktop agent IDE for fleets of coding agents: each task gets a worker with its own workspace and agent CLI, while a project orchestrator plans work and handles CI fixes, conflicts and reviews. — versus — Self-hosted collaboration layer that turns local coding agents (Claude Code, Codex, OpenCode) into an always-on "AI company" — per-agent email, org chart, kanban, shared memory.
Both wrap local coding agents into an org-shaped surface with roles, boards and shared context. alook is a self-hosted web 'AI company' with per-agent email and an org chart; AO is a native desktop IDE centred on tasks and pull requests.
| agent-orchestrator | alook | |
|---|---|---|
| Stars | 11k | 1.2k |
| Forks | 1.5k | 186 |
| Language | Go | TypeScript |
| License | Apache-2.0 | Apache-2.0 |
| Last activity | today | today |
| Topics | coding, orchestration, agents | coding, orchestration |
| Curated connections | 6 | 11 |
agent-orchestrator — the curator's take
The one to try if you want a GUI cockpit rather than a terminal multiplexer — a background daemon, a Kanban over live workers, isolated workspaces and browsers per task, and an orchestrator that will actually decompose an outcome into tasks and sequence them. That framing costs scriptability: it is a desktop product first, so headless CI use and remote-only setups fit worse than tmux-style tools, and you still install and configure every agent CLI yourself. The isolated-workspace-per-worker discipline is the part worth stealing even if you don't adopt the app.
alook — the curator's take
Pick alook when you already live in Claude Code or Codex and want those agents running as a persistent little team — email in and out, a kanban they work through, schedules, memory that compounds — without writing a line of orchestration code. It's a product, not a framework: BYO agent, you're the CEO. NOT for building agents programmatically (that's LangGraph/CrewAI territory), and if you need budgets, governance, and audit over a heterogeneous fleet, paperclip is the heavier, control-plane take on the same idea. Young project — expect sharp edges and a moving roadmap.