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KOALINT

The next layerof browsing.

A real browser your agents can read — pages become compact text maps, so they browse, click, and extract at roughly 10–100× lower token cost than screenshots.

The app

A workspace of parallel agents — each with its own browser.

A grid of decks, each running its own Claude agent with its own real browser. An agent can launch a second agent into another project and talk to it. Queue commands and they run in order. Turn on Auto-Yes and routine prompts approve themselves, so long jobs run unattended. Every project’s notes open as a linked Vault. The daemon lives on your Mac and outlives the window — drive any deck from your phone.

Below is the app itself, running in your browser. Press things.

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KOALINT
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This is the app’s own code — the same files the Mac build ships. What’s simulated is the Mac underneath it: the terminals play a scripted Claude session, the browser pane is a rendered page, the notes are a sample project.

End of the app

Multi-deck view

Many agents at once, side by side — each in its own browser.

Agents that launch agents

From the fork on any deck, or from the shell: spawn, send, read, wait, close. Each new deck is its own.

Auto-Yes

Routine prompts approve themselves — scripts & questions never do.

Command queue

Stack commands 1·2·3·4; the next runs when a deck frees up.

Vault

Every project’s notes as linked pages, with a map of what connects — and an MCP server for agents.

Phone control

Pair once by QR; steer any deck over Tailscale from the iPhone app.

10–100×
cheaper than screenshots
0 pixels
sent to the model — text only
1 command
navigate · snapshot · scrape · crawl

Why it exists

Screenshots are how agents go broke.

Every time an agent reads a page as an image, you pay for tens of thousands of vision tokens — for one glance. KOALINT reads the DOM instead and hands the model a numbered map of every link, field, and button. Same understanding. A fraction of the cost.

Screenshot
45,000
tokens · one page
Element map
890
tokens · same page
[1] link Hacker News
[2] link comments
[3] link top story ▲
[4] button upvote
…96 elements

What the agent actually reads

A page, as text.

Paste any HTML and watch it collapse into the numbered element map an agent works from — and what that saves against a screenshot.

Pick a page — or paste your own HTML

This runs the actual KOALINT perception step in your browser — parse the DOM, emit a numbered content-addressed map, count the tokens. Nothing is pre-baked.

Running the transform…

What's inside

A full browser runtime — headless when you want, visible when you need.

Element maps, not pixels

Every page becomes a numbered, content-addressed map. References survive re-renders — [18] means the same button after the page shifts.

Scrape · map · crawl · extract

Firecrawl-style extraction that runs locally and works behind your logins — clean Markdown, whole-site URL maps, structured JSON.

Multi-agent decks

Each agent gets its own real browser session in its own deck. They run in parallel and outlive the window.

Human-in-the-loop safety

KOALINT never solves CAPTCHAs or types passwords, 2FA, or payment — it pauses and hands control to you.

Drive it from your phone

A mobile gateway over Tailscale lets you steer a deck from anywhere, with its own token.

Local & fast

The daemon runs on your Mac. Your cookies, your Chromium, your data — nothing leaves the machine.

Questions

The short answers.

How is this different from Playwright?+

KOALINT uses a browser under the hood, but the product is the perception layer: it hands your agent a compact, content-addressed text map instead of raw DOM or a screenshot. It's built around token cost and agent ergonomics, not test automation.

Do my logins and data leave my Mac?+

No. The daemon and Chromium run locally. Cookies live in KOALINT's own profile on your machine; nothing is sent anywhere except the compact text your agent reads.

Which models does it work with?+

Any agent that can run a shell command. It's designed for Claude via Claude Code, but the CLI returns plain JSON, so anything that can call it works.

What does it cost?+

Running KOALINT locally is free. You only pay your own model bill — which is the whole point: a fraction of the tokens.

Let your agents read the web for pennies.

Download KOALINT, point your agents at it, and watch the token bill fall.