Agent Teams AI vs Conductor
Agent Teams AI and Conductor both address the same category: running structured AI agent teams with task tracking, roles, and review workflows. The key difference is that Conductor is a paid commercial platform while Agent Teams AI is a free, open source desktop app licensed under AGPL-3.0.
Conductor reaches its end of life on 2026-11-20.
| Feature | Agent Teams AI | Conductor |
|---|
| License | AGPL-3.0, free | Proprietary, paid |
| Deployment | Desktop app (macOS, Windows, Linux) | Managed cloud |
| Kanban board | 5-column board with review states | Available |
| Code review | Built-in Changes viewer (file/hunk accept, reject, edit) | Available |
| Provider support | 300+ models, 200+ providers; free model included | Proprietary provider set |
| Self-hosting | Runs on your machine, no server required | Cloud only |
For teams that were using Conductor to run structured AI agent workflows, Agent Teams AI covers the same core loop: assign roles, run agents in parallel, track progress on a Kanban board, and inspect diffs in the built-in Changes viewer. The free model with no auth lets you start without connecting any provider. All features are available without a subscription, and the app runs entirely on your machine.