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GitHub - clark-labs-inc/clark-browser: Browser that finds a way.

▲ 16 points 4 comments by stan_kirdey 5d ago HN discussion ↗

Pangram verdict · v3.3

We believe that this document is fully AI-generated

93 %

AI likelihood · overall

AI
0% human-written 100% AI-generated
SEGMENTS · HUMAN 0 of 4
SEGMENTS · AI 4 of 4
WORD COUNT 787
PEAK AI % 100% · §1
Analyzed
May 19
backend: pangram/v3.3
Segments scanned
4 windows
avg 197 words each
Distribution
0 / 100%
human / AI fraction
Verdict
AI
Pangram v3.3

Article text · 787 words · 4 segments analyzed

Human AI-generated
§1 AI · 100%

by Clark — MIT licensed Stealth Chromium for browser automation. Anti-fingerprinting compiled into the binary at the C++ source level — not a JavaScript injection, not a config patch. What this is A fork of ungoogled-chromium 148.0.7778.96 with a patch series that makes the binary indistinguishable from a real Chrome install across the JS-visible fingerprint surface (navigator properties, WebGL GPU strings, screen dimensions, plugins, timezones, etc.). The patched binary is MIT-licensed — this is an open-source project, not a commercial-licensed stealth browser like CloakBrowser or Multilogin. Build it from source yourself, or use the prebuilt binaries from GitHub Releases. Why Stock chromium --headless is trivially detectable: navigator.webdriver = true, empty plugin list, HeadlessChrome in the User-Agent, software-renderer WebGL strings, and a dozen other signals that detection sites grep for. JS-level "stealth" shims (puppeteer-extra-plugin-stealth, playwright-stealth, undetected- chromedriver) only paper over the surface — sites like FingerprintJS, BrowserScan, and Cloudflare Turnstile catch them because the patches themselves are detectable. clark-browser patches Chromium where the values come from — at the C++ source level, in blink/v8/net — so detection sites just see "a normal Chrome install." Supported platforms

Platform Status

Linux x86_64 prebuilt binary in releases

macOS arm64 prebuilt binary in releases

Other targets (macOS x86_64, Windows) need a source build. Usage Install the Python wrapper from PyPI: pip install clark-browser Use it as a Playwright launcher.

§2 AI · 100%

The wrapper downloads the matching patched Chromium build from GitHub Releases on first launch and caches it under ~/.clarkbrowser/. from clarkbrowser import launch

browser = launch() page = browser.new_page() page.goto("https://bot.sannysoft.com") print(page.title()) browser.close() You can also prefetch or inspect the browser binary with the CLI: clark-browser info clark-browser fetch For Vercel agent-browser usage, see examples/agent_browser.md. For direct CDP usage, download the tarball for your platform from the releases page, extract it, and run the binary directly. Drive it via any Chrome DevTools Protocol client (CDP over HTTP/WebSocket). # Linux: extract and launch with CDP on port 9222 tar -xzf clark-browser-linux-x64.tar.gz ./headless_shell \ --headless=new \ --remote-debugging-port=9222 \ --remote-allow-origins=* \ --fingerprint=12345 \ --fingerprint-platform=windows \ about:blank The Linux tarball contains the headless_shell binary (~270 MB), a chrome compatibility launcher, headless resource packs, and runtime helper libraries. The macOS arm64 build produces a normal Chromium.app bundle. Stealth surface --fingerprint-* switches drive the patches. All have seed-derived defaults when omitted — pass --fingerprint=<integer> for a deterministic identity, or let the binary pick a fresh seed at startup for per-launch variation. --fingerprint=<int> master RNG seed (10000..99999) --fingerprint-platform= windows | macos | linux --fingerprint-platform-version= client hints platform version --fingerprint-brand= Chrome | Edge | Opera | Vivaldi --fingerprint-brand-version=

§3 AI · 100%

--fingerprint-gpu-vendor= WebGL UNMASKED_VENDOR_WEBGL --fingerprint-gpu-renderer= WebGL UNMASKED_RENDERER_WEBGL --fingerprint-hardware-concurrency= --fingerprint-device-memory= in GB --fingerprint-screen-width= --fingerprint-screen-height= --fingerprint-taskbar-height= Win=48, Mac=95, Linux=0 --fingerprint-storage-quota= in MB --fingerprint-timezone= IANA tz, e.g. America/New_York --fingerprint-locale= BCP 47 --fingerprint-fonts-dir= path to platform font directory --fingerprint-location= lat,lon for geolocation API --fingerprint-webrtc-ip= literal IPv4 to spoof in ICE candidates --fingerprint-noise= true | false (canvas/audio noise on/off)

Verified-working patches Confirmed firing in CDP-driven smoke tests against the built binary (tests/linux_smoke.py, tests/integration_smoke.py):

Detection vector Patched Verification

navigator.webdriver always false navigator.webdriver === false

navigator.plugins 5 PDF-viewer entries navigator.plugins.length === 5

window.chrome always an object typeof window.chrome === "object"

navigator.platform spoofed from --fingerprint-platform returns "Win32" under =windows

navigator.userAgentData brand/platform/version coherent with spoofed UA returns Windows + Google Chrome under =windows

navigator.hardwareConcurrency seed-derived from {4, 6, 8, 12, 16} deterministic per seed

navigator.maxTouchPoints matched to platform 0 on =windows

timezone / locale from --fingerprint-timezone / --locale reaches Blink as set

User-Agent no HeadlessChrome full Chrome UA under --user-agent=...

Audio fingerprint seed-derived deterministic noise two distinct seeds yield distinct audio FP

See PATCHES.md for the full patch catalog and specs/ for per-category implementation notes.

§4 AI · 100%

Methodology We build on ungoogled-chromium (BSD-3) and inherit its existing Brave-derived canvas/audio/clientRects noise infrastructure. Our patches are written from public sources only — W3C specs, Chromium upstream code, MDN bot-detection writeups, and curl-impersonate (MIT). We do not reverse-engineer or copy from any proprietary stealth-browser binary. See METHODOLOGY.md. Building from source # 1. Fetch tooling git clone https://github.com/clark-labs-inc/clark-browser cd clark-browser

# 2. Fetch Chromium 148 source (~17 GB, ~30 min) ./build/fetch-source.sh

# 3. Apply patches (instant) ./build/apply-patches.sh

# 4. Build (4–12 hours, ~80 GB disk, 32+ GB RAM recommended) ./build/build.sh For a clean Linux x86_64 build that mirrors what ships in our releases, use ./build/build-linux.sh instead (runs the full clone → patch → ninja pipeline in a single script; designed for fresh Ubuntu hosts). See build/README.md for detailed prerequisites. License MIT. ungoogled-chromium and Chromium upstream components retain their respective BSD/MPL/other licenses; this project does not modify those. Status Alpha. Linux x86_64 and macOS arm64 builds are reproducible end-to-end and the patches above are runtime-confirmed against the built binary. The remaining patches in the series compile in but need broader detection-site benchmarking. Contributions welcome — see specs/ for the patch backlog.