Improving itself sounds risky. What stops it going off the rails?

Hard boundaries. The agent can revise its methods and prompts inside a sandbox we define, but it cannot change its goals, its guardrails, or its access. Every self-update is logged and reversible, and you can pin any version you like.

How does it actually know it did badly?

We define success signals with you at the start: outcomes, your feedback, or measurable results like replies or accuracy. The review loop scores each run against those signals. Without real signals it cannot learn, so we design them first.

Is this overkill for a simple task?

Sometimes yes, and we will say so. A fixed agent is cheaper and fine for stable jobs. Self-improvement earns its cost when the environment shifts, like content, markets, or support, where a frozen playbook slowly rots.

Service 039 of 100

Get AI agents that study and upgrade themselves

The Build Studio at CEOism builds agents that study their own performance and come back better, and you name the price. Most agents are frozen the day they launch; ours are built with a learning loop. The agent does its job, reviews what worked and what failed, updates its own instructions and playbook, and runs again sharper. We build agents this way in our own operation, and we shipped ConwayHQ, a live platform for autonomous agents with real compute, so the infrastructure for agents that persist and evolve is ground we have covered. Tell us the job and say your number, and we tell you honestly what it buys. Two people, 47 live apps, and the whole system becomes yours.

The 60-second version

We build agents that study their own mistakes and come back better.

We build it for you: we build agents that read, learn, and get better at their job over time.

Your price, our build. ceoism.com/studio.

What you receive

An agent with a working self-review and improvement loop
A visible playbook that shows how it currently works
Version history so you can see it getting better
Boundaries: what it may change about itself and what it may not
Logs, handover docs, and full ownership

How it works

1
Tell us what you need
One email. Describe the thing in your own words, plain language is perfect, and say the number that feels fair to you.
2
We build, you watch it become real
We reply honestly with what your number gets, then we build. You see the live thing take shape, not a slide about it.
3
You name the price
The price you set is the price. When it ships, it is live on a real domain and it is yours: code, keys, everything.

The receipts

Built by the same engine.

These are live apps from our own catalog that prove this exact service. Click them, they work.

Conway HQ

Autonomous AI agents with real compute

Honest questions

Improving itself sounds risky. What stops it going off the rails?: Hard boundaries. The agent can revise its methods and prompts inside a sandbox we define, but it cannot change its goals, its guardrails, or its access. Every self-update is logged and reversible, and you can pin any version you like.
How does it actually know it did badly?: We define success signals with you at the start: outcomes, your feedback, or measurable results like replies or accuracy. The review loop scores each run against those signals. Without real signals it cannot learn, so we design them first.
Is this overkill for a simple task?: Sometimes yes, and we will say so. A fixed agent is cheaper and fine for stable jobs. Self-improvement earns its cost when the environment shifts, like content, markets, or support, where a frozen playbook slowly rots.

Name your price on this.

Tell us what you need and the number that feels fair. We answer honestly with what that number gets.

Name your price nameyourprice.ceoism.com

Not looking to hire anyone? If you have the knack but never had the means, CEOism will hand you a company instead.

Service 039 · three takes

The films we shoot for this one

These are the scripts we actually film, published openly. Plain text is spoken out loud. Anything in the marked panels is for the camera or the screen behind us and is never read aloud. Three takes of the same service, so we can pick the one that fits where the film is going. The first is open below. Open the other two to read them.

Take one · the empathy cutFilm 039 · 30 to 40 seconds

It worked, then it stopped working

Opens inside the worry this service answers, and takes its time. Made for someone who already has this problem in mind, so it fits this page and it fits an audience that already knows us.

Direction · do not readOpen on camera.

I will admit something about automation. Most of it rots. You set it up, it works for a month, then the world moves and nobody notices it is quietly wrong.

So people stop bothering. Fair enough.

We build agents that study and upgrade themselves. They keep a record of where they got it wrong and they use it. Somebody still reviews them. That part is not optional.

Your price, our build. ceoism.com/studio.

Take two · the direct cutFilm 039 · 15 to 25 seconds

Most automation rots quietly

Opens on a claim or a visible result, with the offer inside the first ten seconds. Built to be shot with a screen recording playing behind you. Made for the feed and for paid placement, where nobody was looking for us.

Read this script

Screen · do not readScreen: an agent's version history, entries stacking, a diff between last week and today.

Most automation rots within a month. Agents that study and upgrade themselves keep a version history, a visible playbook, and hard limits on what they may change. A human still reviews them.

Screen · do not readScreen: the boundaries file, then a review screen with a person approving a change.

We have built and gifted 11 companies to strangers. Tell us what yours should learn.

Take three · the standing offerFilm 039 · 15 to 30 seconds

It keeps a record of itself

Names the service in the first breath instead of hiding it behind a hook, then offers to build it. It puts the barriers on the floor: you name the price, and not knowing how any of it works is our job rather than yours. It also makes the promise most people never get, that we stay with the thing until it is real. Made for someone who has been carrying this idea around for a long time and needs to hear that somebody will actually take it on.

Read this script

Direction · do not readOpen on camera, plain frame.

Agents that study and upgrade themselves. A visible playbook, a version history, and firm limits on what they may change about themselves.

We build them, and we would build one for you. A person still reviews it, because scoped and watched is how an agent stays reliable.

You set the number, and we will be as ambitious about it as you are.

Come and talk when it suits you.

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