Elestio AI DevOps Now Runs in Your Browser (and Costs Less)

It's late, your site is throwing a 502, and you're staring at a terminal you'd rather not be staring at. You know the fix is probably five commands away. You also know that one wrong command at this hour is how a small outage becomes a long night. That gap, between "I can see the problem" and "I trust myself to fix it right now," is exactly what Elestio's AI DevOps was built to close.

We just shipped a big update to it, and I want to walk you through what changed and how you'd actually use it.

What AI DevOps does

AI DevOps is an agent that connects directly to one of your Elestio services, reads the problem you describe in plain language, and fixes it while you watch every step. You don't SSH in. You don't paste commands from a forum thread. You open your service page, tell it what's wrong ("website returns 502 after the last deploy"), and it takes it from there.

Under the hood it opens a short-lived, secure session on that specific server, snapshots a backup first, diagnoses the issue, and applies the fix. You see the whole thing happen in a live view, and you can stop it at any moment.

The point isn't to replace you. It's to handle the mechanical parts (find the failing container, check the logs, restart the right service, renew the cert) so a routine incident doesn't cost you an hour and a spike in blood pressure.

What actually changed in this update

Three things, and they all matter.

It runs in your browser now. The old version dropped you into a terminal-style view. The new one is a proper web UI on the service page. You type what's wrong, you watch the agent work in a clean interface, and you approve or stop it without living in a console. Same transparency, far less intimidating for anyone who isn't a full-time sysadmin.

It got a lot cheaper. A full server intervention used to cost 10 credits. It now costs 2. That's a 5x drop for the exact same work. Documentation-based answers (where the agent just explains something from the Elestio docs) still cost 1 credit.

It's faster and smarter. The model behind it is quicker to reach a diagnosis and better at the messy, real-world cases, the ones where the error message and the actual root cause aren't the same thing.

Put those together and the math changes. The Level 1 support plan includes 60 credits per month per service. At 2 credits per intervention, that's around 30 real fixes a month before you even think about the next tier. For most services, that's plenty.

How a session actually goes

Here's the flow, start to finish:

1. You open the affected service in the Elestio dashboard and start an AI DevOps session.
2. You describe the problem in plain English. No log paths, no jargon required.
3. The agent opens a time-boxed secure session on that server (capped at one hour) and takes an automatic backup before touching anything.
4. It investigates: reads logs, checks container health, inspects config, whatever the problem calls for.
5. It applies the fix and shows you exactly what it ran, live.
6. You confirm it's resolved, or you hit stop and take over.

The kinds of things it handles well are the everyday incidents: a 502 after a bad deploy, an SSL certificate that didn't auto-renew, a service that won't come back up after an update, a database that's refusing connections. These are the tickets that eat an afternoon precisely because they're fiddly, not because they're hard.

The part people worry about

"An AI with root on my server" is a fair thing to be nervous about, so it's worth being clear about the guardrails.

Every session is scoped to a single service. The agent can't wander across your infrastructure. Every session is time-boxed to a maximum of one hour, then it's gone. A backup is taken automatically before any change, so there's always a rollback point. And you get full command transparency: nothing happens off-screen, and you can kill the session mid-run if you don't like where it's going.

That's the trade the design makes. You get automation on the boring, error-prone work, but with a backup net, a hard time limit, a narrow blast radius, and a stop button in your hand.

Where it fits (and where it doesn't)

Be honest with yourself about the job. AI DevOps is excellent at bounded, well-understood incidents on a running service. It is not a replacement for architecture decisions, capacity planning, or a proper post-mortem after a serious outage. Think of it as the on-call engineer who clears the routine tickets fast, so your actual attention goes to the problems that need a human.

If your service is already down hard and data integrity is on the line, the automatic backup-first step is your friend, but you should still be watching the live session, not walking away from it.

Try it on your next 502

If you're already running something on Elestio, this is now sitting on your service page waiting for the next time something breaks. New UI, 2 credits a fix, 60 included every month on Level 1. The next time you catch yourself dreading a terminal at midnight, describe the problem instead and watch it get handled.

You can see the full breakdown and screenshots on the AI DevOps page, and it works with any service you're already running on Elestio.

Thanks for reading ❤️ See you in the next one 👋