The registry is the model.
You just downloaded the entire public Recipe registry to your phone. Every recipe below runs locally, in microseconds, with no network call, no GPU, no API bill. Type anything — you'll watch frontier-decomposed structured behavior execute on your device in real time. Add to home screen and it works on a plane.
/v1/registry/export — this happens once.
What just happened
Registry hydrated, then cached.
Your browser fetched /v1/registry/export — a JSON envelope with every public recipe's source, hash, and metadata.
It's stored in localStorage. The next visit hits no network at all.
Each source is turned into a function.
For every recipe, the SDK does new Function('return (' + source + ');')().
That gives you a real JS function, in your tab's process, deterministic, microsecond-fast.
Every keystroke fires every recipe.
As you type, all recipes run in parallel against your input. The "fired" highlight means a positive classification — spam detected, urgency detected, language identified. Latency is real, measured per call.
A trillion-parameter model is doing this for free in production today.
Spam classification, language detection, intent recognition, PII extraction — right now, every team building on LLMs pays $0.001/call to a frontier model for these. Per call. Times every request. Times every product.
What you just watched on your phone — the entire registry running locally, in microseconds, with zero network — is the same behavior, decomposed. The registry is the model. Every recipe is a piece of frontier behavior that no longer needs a frontier model to execute.
// What you just imported (or could):
import { recipe } from
'https://kolmogorov-stack-production.up.railway.app/sdk.js';
await recipe.load();
const r = await recipe.run('is-spam', text);
// r.output === true / false
// r.latency_us === 35
// r.receipt === { source_hash, input_hash, ... }
// Same import in Deno, Bun, Cloudflare Workers,
// any modern browser. No build step. No npm install.Install this as a phone app
This page is a Progressive Web App with a service worker and manifest. Add it to your home screen and it becomes a real app icon — works completely offline.
- iPhone (Safari): tap the share icon → Add to Home Screen
- Android (Chrome): tap the menu → Install app (or use the prompt that may appear)
- Desktop (Chrome / Edge): tap the install icon at the right of the address bar
After install, opening the app uses no network. The registry is on your device. New recipes published to the registry sync silently in the background.
The biggest models on earth, on the smallest devices that can run a function.
Cost reduction is the proof. The product is that the registry runs anywhere a function runs.