Conductor vs Devin
Devin spans autonomous cloud sessions and Devin Desktop agent management. Conductor coordinates Claude Code, Codex, and Cursor across Mac workspaces, setup, review state, and PR flow.
Direct answer
Conductor vs Devin is a workflow comparison. Devin is an autonomous coding agent with cloud sessions, session tools, GitHub integration, Devin Review, CLI handoff, API access, and Devin Desktop features such as Spaces, ACP agents, and Cascade worktrees. Conductor is a Mac app for Claude Code, Codex, and Cursor workspaces with setup scripts, review state, checks, and PR flow.
Use Devin when the task should run in Devin's cloud or Desktop workflow and return as a PR. Use Conductor when Claude Code, Codex, or Cursor tasks need Conductor-owned branches, copied config, runnable app processes, review, and a path from workspace to merged PR.
Where Devin fits
Devin is useful when work should happen asynchronously in Devin's environment, through the web app, CLI handoff, API, GitHub integration, Devin Desktop Spaces, or Devin Desktop worktrees. More coordination is needed when Claude Code, Codex, and Cursor tasks need one local workspace lifecycle with copied config, app processes, review state, and cleanup.
Where Conductor fits
Conductor treats the workspace as the unit of work. Each task gets a branch, working tree, run environment, agent context, and review path before it reaches a pull request.
- 1
Start from a task, issue, branch, pull request, Devin session, or Devin CLI prompt.
- 2
Create a Conductor workspace with its own branch and working tree when local isolation matters.
- 3
Copy local config, run setup, and start the project with workspace scripts.
- 4
Run Claude Code, Codex, or Cursor as built-in sessions, or run Devin CLI from Big terminal mode when that handoff fits the task.
- 5
Review the diff, comments, checks, todos, and pull request before merge.
- 6
Merge the branch and archive the workspace when the work is finished.
How Conductor implements the workflow
Conductor keeps Claude Code, Codex, and Cursor work tied to the workspace that owns the branch, copied config, run scripts, diff, checks, PR, and archive state.
Workspace isolation
Create a separate branch, working tree, run environment, and .context folder for each task.
Runnable workspaces
Copy env files, run setup scripts, start dev servers, reserve ports, and share defaults with settings.toml.
Review to merge
Review diffs, send comments back to agents, watch checks, create PRs, merge, and archive finished work.
Multiple harnesses
Run Claude Code, Codex, and Cursor in the same workspace when they need shared state, or in separate workspaces when they do not.
Test a worktree in main
Use Spotlight to run one workspace from the repo root when the project depends on a fixed port, local database, or expensive build cache.
Cloud support
Use local workspaces on your Mac, or run agents in cloud workspaces when local resources are the bottleneck.
Conductor and Devin
A focused comparison of Conductor's local Mac workspace layer and Devin's autonomous agent, cloud session, CLI, Desktop, and review surfaces.
Swipe horizontally to compare every tool.
| Feature | Conductor | Devin |
|---|---|---|
| What is it? | Run Claude Code, Codex, and Cursor across separate branches, worktrees, and run environments. | Autonomous coding agent and Devin Desktop workflow across cloud sessions, local agents, CLI, API, and IDE surfaces. |
Yes One workspace maps to one branch, one worktree, one run environment, and one review path. | Partial Devin Desktop has Spaces and Cascade worktrees; public docs describe a related task/session model, not one Conductor-style workspace that owns branch, run environment, and review path. | |
Yes | Partial | |
Yes | Partial | |
Yes | Partial | |
Yes | Partial | |
Yes | Partial | |
Yes | Yes | |
Partial | Yes | |
| Platform support | Mac app. | Cloud sessions, API, CLI, and Devin Desktop for Mac, Windows, and Linux. |
When to use each
Choose based on the workflow you need around the code.
Use Conductor when
- Run Claude Code, Codex, and Cursor tasks through one Conductor workspace lifecycle.
- Keep env files, setup scripts, run scripts, checks, review, PR creation, merge, and archive tied to each Conductor workspace.
- Run Devin CLI or other terminal tools from a workspace terminal while Conductor owns the local branch and review flow.
Use Devin when
- Delegate work to Devin's autonomous cloud sessions and review the resulting PR.
- Use Devin's Shell, IDE, Browser, CLI handoff, API, GitHub integration, and Devin Review workflows directly.
- Use Devin Desktop when you want its IDE, Agent Command Center, Spaces, ACP agents, Cascade worktrees, and multi-agent management.
Sources and related docs
Comparison based on public product documentation as of June 2026.
Isolated workspaces
How Conductor maps workspaces to branches and working trees.
Big terminal mode
How Conductor runs terminal tools from a workspace terminal.
Files to copy
How .env files and gitignored config get into new workspaces.
Scripts
Setup, run, archive, and Spotlight behavior.
Review and merge
How diffs, comments, checks, PRs, and archive fit together.
Agent modes
Claude Code, Codex, and Cursor controls in one workspace.
Common questions
Short answers for developers comparing AI coding agent tools.
Focused comparisons
Open the page for the tool you are already using.
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Give local agent work a reviewable workspace.
Use Conductor when Claude Code, Codex, and Cursor tasks need isolated branches, runnable setup, review state, and a pull request path.