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    3 min

    Why run things in parallel?

    Hand off small, well-scoped jobs to cloud agents.

    Cloud agents run tasks in their own sandboxes, in parallel, in the background. You submit, step away, come back to diffs / pull requests.

    ProductFromWhat it's good at
    DevinCognitionAutonomous engineer over a whole repo
    Claude CoworkAnthropicMany small tasks across one or more repos
    Copilot WorkspaceGitHubIssue → PR with task plan
    Codex CloudOpenAIBackground coding with PR review
    OpenHands (cloud)All Hands AIOpen-source alternative, self-hostable

    Coding CLI

    Pair programming. You and the agent on the same thing, together, in real time.

    Cloud agent

    Delegation. Many tasks in parallel sandboxes. You review when convenient.

    Best for

    • Small features, bug fixes, dependency bumps
    • Refactors with a clear before/after
    • Documentation passes, test additions

    Not for

    • "Design this product" — ambiguous, open-ended work
    • Architectural debates that need conversation