Use Cases

Where Conductor fits in a real engineering workflow

Conductor is for teams that want markdown intake, repo-local control, visible runtime state, and agent routing without adopting a hosted orchestration product.

Use case

Open-source maintainers

Run issue and PR work through markdown boards without adopting a proprietary project-management SaaS.

Use case

AI-heavy product teams

Dispatch multiple coding agents in parallel while keeping review state, CI, and runtime visibility in one local-first dashboard.

Use case

Consultancies and agencies

Keep each client repo isolated with project-level config, agent profiles, and repo-local conductor.yaml files.

Use case

Infrastructure and platform teams

Drive automation through MCP, webhooks, and terminal tooling instead of depending on a hosted workflow layer.

Best fit

Choose Conductor when the repo should stay in charge

  • Boards live in markdown instead of a hosted planning product.
  • Agent defaults, MCP servers, and project metadata belong in config files.
  • Review, retry, worktrees, and tmux sessions need to stay inspectable.

Next step

Start with the operating model, not just the install

The fastest way to evaluate fit is to launch the browser-first flow, add one real repository, and run a task through dispatch, review, and retry.

Open getting started