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Lesson 3 · Video · 4 min

From Driving to Delegating

Optional reading: go deeper

Working with a cloud agent asks for a different reflex than a local one. With autocomplete or a local agent, you drive: you steer every step in real time, accepting or rejecting each suggestion. With Devin, you delegate first and review after. You define the task, let go, context-switch to other work, and come back to a finished pull request. You are not the driver anymore; you are the reviewer.

Releasing control

The hardest part of this shift is psychological. Engineers are trained to keep tight feedback loops: run tests after every change, re-read your own code, verify locally before pushing. Handing a task to something that works out of sight feels uncomfortable. Three supports make it easier:

  • The PR is your safety net. Nothing reaches production without your explicit approval. The agent proposes; you decide. The merge button is always yours.
  • The session timeline is your visibility. Open any session and see exactly what the agent did: every shell command, every file edit, every decision point. Transparency replaces the need to watch it run live.
  • Start small to build trust. Begin with low-risk work like dependency bumps, test additions, and documentation. As you see consistent quality, delegate more.

The teams that get the most value internalize one fact: reviewing a PR takes minutes; implementing it takes hours. If the agent produces a reviewable PR, you have converted hours of implementation into minutes of review.

Choosing a surface

Cognition spans multiple products on one platform. The simplest way to choose: reach for autonomous mode when you want unlimited parallel capacity on delegable work, and flow-state mode when you want individual speed on work that needs your real-time judgment.

Surface Best for
Devin Cloud Delegable, well-scoped work on its own VM: framework upgrades, migrations, large refactors, CI failures, prod bugs, dependency updates, security patching, test generation.
Devin CLI Local agent in your terminal for planning, quick edits, and rapid iteration. Acts as a bridge: scope locally, then hand the session to Devin Cloud. Also runs headless in CI/CD.
Devin Desktop Full IDE with local and cloud agents plus the Agent Command Center to manage your fleet. Best for new development, architecture exploration, prototyping, and UI iteration.
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