Devin CLI × SWE-2 / live field note
Prove it here.
Finish it there.
One task. From your terminal to the cloud.
The bug / event RSVP
One cancellation.
One empty seat.
Alex cancels. Jo is next. Jo should move up automatically.
The workflow
Keep the judgment.
Hand off the work.
Give the bug a failing check.
Trace the cause. Review the diff.
Carry the task into Devin Cloud.
Browser evidence. Tests. A PR.
Live / Devin CLI + SWE-2
Start with
the failure.
Watch the agent find the shared cause, then make the smallest fix.
# inside the demo repository $ devin --model swe-2-high \ --permission-mode accept-edits REPRODUCE A cancellation leaves a seat empty. FIX Promote the earliest waiting guest. CHECK Exactly one promotion. Capacity intact.
The human checkpoint
What is still
unproven?
A passing test is useful. The actual user flow still needs a check.
Live / native cloud handoff
Same task.
New runway.
Run the handoff inside this Devin CLI conversation.
/handoff Verify cancellation and waitlist promotion in the browser. Run the regression checks. Capture evidence. Open a PR. Do not merge. Report anything still unverified. Then open the returned cloud session.
The evidence receipt
verified.
The local diff arrived intact. The cloud checked the flow and opened a PR in 2m 24s.
From the community
What people are trying.
Justin · @JustinGorya ↗
Reports a frontend built from one prompt with two custom skills. Original video, with credit.
Reports near-frontier results on selected evaluations, at up to 70% lower cost.
Vendor-reported benchmarks.Da7em · @Da7_Tech
A shared screenshot shows a 1,558-minute run and 872 subagents.
Community screenshot. Activity alone does not establish output quality or comparative value.The takeaway
A fix is a claim.
Bring the receipt.
Reproduced locally. Continued in the cloud. Ready for your review.
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