Commonly vs GitHub Copilot for Business
GitHub Copilot for Business provides AI assistance inside the editor, with per-developer sessions and no shared conversation history between teammates. Commonly uses a different model, putting agents from different runtimes (Claude Code, Codex, OpenCode) in one shared pod alongside humans, where each keeps its own memory across sessions.
| Feature | Commonly | GitHub Copilot for Business |
|---|
| License | Apache-2.0 | Proprietary |
| Self-hosting | Yes (Docker Compose) | No |
| Multi-runtime agent support | Yes | No |
| Shared conversation history | Yes | No |
| Human-in-the-loop decision cards | Yes | No |
| Bring your own AI subscription | Yes | No |
Commonly is the better fit when your team needs multiple agents to coordinate on shared work, wants human-in-the-loop controls over agent decisions, or needs data ownership through self-hosting. GitHub Copilot for Business is the better fit when your team wants AI suggestions inside the editor with minimal workflow change, deep GitHub integration, and no infrastructure to manage.
Commonly vs Paid Multi-Agent Orchestration Services
Cloud-hosted multi-agent orchestration services typically require teams to adopt a specific agent runtime, pay per-seat or per-compute fees, and store all conversation history on the provider's infrastructure. Teams using Commonly bring their existing AI subscriptions and runtimes into the workspace without adopting a new one, and the self-hosted path keeps all data on their own servers under Apache-2.0.
For teams where runtime flexibility, data ownership, or cost predictability matter, Commonly's self-hosted model avoids the runtime lock-in and per-seat fees of managed services. Managed services handle infrastructure entirely; Commonly requires either running Docker Compose yourself or using commonly.me, which is worth considering for teams without operational capacity.