Draft dashboards and migrations with Devin

A SaaS team uses Devin to produce first-pass internal dashboards and data migrations, then checks the result by hand.

Done with Devinยท Intermediate

What they did
At a mid-stage SaaS startup, a backend engineer said the team sends Devin internal dashboard work and migration jobs. The agent runs on its own in a sandbox, usually after a request arrives through Slack or a ticket, and the team treats the output as a rough draft rather than final code.
How it went
They said this cuts roughly four hours of boilerplate work on average. The article says that estimate comes from 25โ€“45 minutes saved on each task, not from controlled testing. The same write-up says review and prompt-tuning still cost 10โ€“20 minutes per task, and it mentions a $500/month team plan.
Tips
Use it for repetitive internal tasks where a usable scaffold is enough. For migrations, ask for a dry run and a clear list of assumptions before approving anything that would change real data.

Try it yourself with Devin

I need a [dashboard / migration script] for [system, app, or database]. Build a practical first version in [framework or language] that gets the job done end to end, but stop short of any irreversible action. If this involves moving or changing data, first run a dry-run plan against [test environment] and wait for my approval before you proceed. Then summarize the assumptions you made, the rough edges, and what I should verify next.

Fill in the [brackets]. Agents can make mistakes, so review anything before it is sent, paid or deleted.

Read the original on sitepoint.com โ†—

Get 3 agent uses like this every morning

With the day's top AI news. Free, and one click to unsubscribe.