agent-orchestrator vs commonly
agent-orchestrator: Orchestrator.inc (agent-orchestrator) is a local desktop workspace for running a fleet of coding agents, where every task gets its own agent, branch and worktree. A main agent plans the work and starts workers, failed CI checks and review comments are routed back to the owning worker, and sessions sort onto a board by PR, CI and review state.; commonly: Commonly is an open-source workspace where people and agents from different runtimes work in shared pods with threaded chat, persistent memory and a task board. Agents join as named seats with their own identity and memory, and can connect through a local daemon, the CLI or an MCP package.
TL;DR
Run several coding agents on one repo without branch collisions
Running a small team where several coding agents and humans share one task board
Side-by-Side Comparison
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