Send Devin cloud sessions only work with a written plan and acceptance checks, and name the reviewer for each pull request before you delegate. Cloud sessions draw on the same quota as the editor, so budget for them in one place.
When you need this
- Engineers want longer tasks to keep running after they close the laptop.
- Plans written with a local agent are ready to hand off for implementation.
- Several local and cloud agents work on one feature and need one place to track them.
- You need to forecast spend now that cloud sessions share the editor's quota.
Evaluation criteria
What to delegate
Which tasks suit a cloud session?
Look forWork with a written plan and clear success criteria. Each Devin session runs on its own VM with a desktop and browser and keeps working after the laptop closes. A plan made with a local agent can be sent to Devin in one click.
Spend
How does cloud work draw on budget?
Look forOn self-serve plans, Devin sessions consume the same quota and extra usage balance as Devin Desktop. On Teams, on-demand credits are shared across members, and admins set auto-reload thresholds and default session spending limits. Newer Enterprise contracts bill in ACUs, which for cloud agents cover compute and VMs as well as tokens. One user reports reaching the US$20 plan's limits within their first month.
Tracking
Where does the team see what every agent is doing?
Look forTrack local and cloud sessions by status in the Agent Command Center. Use Spaces to group a task's sessions, pull requests, files, and context. New sessions inherit that context.
Review
Who reviews the pull requests that cloud sessions open?
Look forA named human reviewer for every agent pull request, agreed before delegating. Quick Review covers only local Devin Local changes. Devin Review is a separate product that draws on-demand credits on Teams.
Consistency between agents
Will cloud and local agents behave the same on your work?
Look forRun local and cloud agents on the same task. An engineer nine months into an enterprise plan reports that Devin's web and desktop clients run different agent setups and give answers of uneven quality. Another calls the gap between Devin cloud and Devin Desktop embarrassing.
Access
Is cloud delegation available on your plan?
Look forPro, Max, and Teams include Devin. Enterprise admins must enable Devin for Cloud before members can delegate.
Questions to ask vendors
- How much quota does a typical cloud session draw compared with the same task run locally?
- Can we cap spend per session or per member for cloud work?
- Which repositories and secrets can a cloud session reach, and who approves that access?
- How does a cloud session report test results before it opens a pull request?
Red flags
- Cloud sessions started without a written plan or acceptance checks.
- No named reviewer for agent pull requests.
- Cloud usage draining a shared credit pool with no spending limit set.
- An assumption that cloud and desktop agents behave the same, with no side-by-side pilot.
Worth evaluating
Listed in no particular order.
Sources
- Official documentation
- 8
- Public source
- 3
- Devin Desktop docs: Devin in Devin Desktop
- Devin Desktop docs: Agent Command Center
- Devin Desktop docs: Spaces
- Devin docs: Self-serve plans
- Devin Desktop docs: Plans and usage
- Devin Desktop docs: Quota-based usage
- Devin Desktop docs: Quick Review
- Devin Desktop docs: Admin controls reference
- Hacker News comment by hightrix on nine months of an enterprise plan (Sep 10, 2026)
- Hacker News comment by fishtoaster on Devin cloud and Devin Desktop (Sep 11, 2026)
- Hacker News comment by RussianCow on reaching the US$20 plan's limits (Jul 9, 2026)