KELVINCodeby entropy lab
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FEATURES

Kelvin Code features: from entropy to proof.

Execution happens on the selected Mac. Cloud coordinates jobs and live rooms and receives the run artifacts and evidence.

On your Mac: iOS apps ready to test

Kelvin 0.1, Cloud alpha by invitation. Sign-in and privacy in the FAQ
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Disposable capsule

A private simulator device per run, made by cloning. In an earlier test, we measured 3.3 s to clone and 16.1 s until the capsule was usable.

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Your agent driving the app

Claude, Codex or Cursor can start and observe runs through Remote Live MCP. Kelvin receives the job and publishes the live session to the browser.

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Sealed evidence

A run produces a package with file hashes, a chained transcript and a signature. Cloud receives the evidence for authorized reading after the session.

What you need to have

requirementwhy
macOS 15 or newer, Apple SiliconIt is where Kelvin input and Live sessions run.
XcodeThe iOS runtimes come from it — Kelvin uses them, it does not replace them.
macOS 15 and idb-companion, via HomebrewFor touching the screen, typing and streaming the session. Install it separately through Homebrew.

Sealed proof of a run: what has already happened in production

Kelvin Code Cloud, in closed alpha, by invitation.
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A sealed package from a real run

A run seals a package with the captures, the step by step and the verdict — 26 objects, each checked against the hash the run declared. An entry only counts as received once it matches.

exercised in production
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A verdict that points at the broken screen

In a real run the home screen scored 0.999983 and checkout dropped to 0.568276. The run finished whole, with a failing verdict only where there was a failure: running and concluding are separate axes.

exercised in production
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A live session in someone else's browser

The simulator on your Mac crosses the cloud and shows up in the browser of the person you called. One real session ran 28 min 51 s; in another, 251 inputs were accepted, with control moving from the agent to the person after the current action finished.

exercised in production
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A named invitation by e-mail

Someone who can already read the proof of a run invites one person by e-mail, with a seven-day window and revocation at any time. Anyone not invited gets “not found”, never “not allowed”.

exercised in production
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The guest leaves no address behind

The e-mail of the person you invite is never stored — only a hash of it. The system cannot even answer whether a person is a member.

exercised in production
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Your Mac in the fleet, with no open port

The Mac you enrol identifies itself with a key anchored in hardware, and the connection is outbound only: Kelvin opens no inbound port on your machine.

exercised in production

The numbers we measured in production

measurevalue
Objects in a sealed package26
Size of one package201,743 – 203,778 B
Run end to end142.4 s – 174.0 s
Similarity: intact screen / broken screen0.999983 / 0.568276
Length of a live session28 min 51 s
Inputs accepted in one session251
Window of an invitation7 days

Measured on real runs. What we did not measure is not in this table. Every version of the app shows up in the changelog.

What the seal proves

These bytes are these bytes.
Every file in the package is checked against the hash the run declared on close. Swapping, trimming or rewriting any part afterwards changes the hash and shows up in the check — the proof you read is the one the machine sealed.
The package holds the run.
Captures, steps, hashes and the session video make up the evidence you can review.
Publishing is a human decision.
A report only goes out after a person approves those exact bytes. If they change, the approval falls with them and has to be given again.

What leaves your machine, and where it goes, is in the privacy policy.

Connect to Kelvin Code Cloud

To work through Kelvin Code Cloud surfaces, copy the URL below and add it as a custom connector. This option uses sign-in, consent and scopes.

Remote MCP with OAuth

To work through Kelvin Code Cloud surfaces, copy the URL below and add it as a custom connector. This option uses sign-in, consent and scopes.

MCP server addresshttps://mcp.kelvincode.com/mcp

  1. Press the button: the URL goes to your clipboard and Claude's connector settings open in another tab.
  2. Under “Add custom connector”, paste the URL and confirm.
  3. Authenticate and pick the scopes. Consent is per scope, and you can revoke it later.

Copy the URL and open Claude's connectors

The first connection always opens a consent screen. The agent signs in against your own membership: what it can do in a room is what you can do, never more, and every call stays inside the scopes you accepted.

Claude is a trademark of Anthropic. Kelvin Code is not affiliated with Anthropic and is not endorsed by it.

Start with what is already cold

Kelvin runs on your Mac. Cloud is in closed alpha: access is by named invitation.

Download Kelvin for Mac