WorkerMill – open-source AI coding team, multi-expert orchestration
Point at a ticket. Get a pull request. A single model writes bad code and approves its own bad code. WorkerMill separates planning, coding, and review — each with a different model, different strengths, different blind spots.
No API key required — select Ollama during setup to run fully local. Or bring your own keys for Anthropic , OpenAI , Google , LM Studio , or any OpenAI-compatible provider . Setup takes 60 seconds.
Point WorkerMill at your GitHub Issues, Jira, or Linear tickets. It plans the work, assigns specialist AI personas — backend, frontend, devops, security — writes the code, runs your tests, reviews with a separate model, and opens a PR.
The reviewer caught a real N+1 database query. The workers fixed it. The re-review passed. No human intervention. That's the difference between one model approving its own work and a team with independent review.
Works with GitHub Issues ( /ship #42 ), Jira ( /ship PROJ-123 ), Linear ( /ship TEAM-42 ), spec files ( /ship spec.md ), or just a description ( /ship add dark mode ).
Review didn't pass? /retry picks up where you left off