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. |