[HELP] Bulding Script or .Exe

Discussion & Solutions
1

"Hello Onehack community, I’m having trouble with my code and I need some help.
I am programming a Python script with a login function for a specific website, and it uses Selenium. Can you give me some tips or a way to achieve this? I already have the basic structure. Please?! Thanks for atectiON
(coding in anexe) thanks Utilize Selenium
habbo.txt (5.4 KB)

2

Selenium login flow.txt (867 Bytes)
practical Selenium.txt (857 Bytes)

Try

3

You could also switch from Selenium to Playwright. It’s faster and overall better

4

@Abd_Shk

Corpo da Postagem:

Hello OneHack Community,

I’ve been deep in the trenches of web automation lately, dealing with the usual friction: WAFs, behavioral analysis, and the inevitable “cat and mouse” game with anti-bot providers. Many developers rely on basic Selenium setups or bloated extensions, which are the first things to get flagged by modern fingerprinting engines.

I wanted to share a shift in methodology that I’ve been calling the “Apogeu” Protocol—a zero-dependency, stealth-first architecture for scaling web automation.

The Problem with Standard Automation: Most scripts are transparent because they carry the “bot signature” from the start. Plugins like stealth are good, but they are generic. If the site checks your hardware concurrency, WebGL renderer, or navigator.webdriver flags, you’re burnt before you even reach the login screen.

The “Apogeu” Architecture:

  1. Polymorphic Identity (The DNA): Instead of one static config, the engine uses a fingerprints.json library. Every “battery” of operations pulls a completely new identity (DeviceMemory, hardware concurrency, platform) and injects it via Chrome DevTools Protocol (CDP) before the DOM is even painted.

  2. Digital Amnesia: We don’t just clear cookies. We perform a deep purge (LocalStorage, SessionStorage, and context refresh) between cycles. By treating every batch as a new entity, we break the correlation logic used by behavioral trackers.

  3. CDP Injection vs. JS Injection: We skip the overhead of page-load extensions. We talk directly to the Chromium engine.

    • Example snippet of the CDP shield:

    Python

    driver.execute_cdp_cmd("Page.addScriptToEvaluateOnNewDocument", {
    "source": """
        Object.defineProperty(navigator, 'webdriver', {get: () => undefined});
        Object.defineProperty(navigator, 'platform', {get: () => 'Win32'});
        // WebGL Mocking to hide headless GPU signatures
        const getParameter = WebGLRenderingContext.prototype.getParameter;
        WebGLRenderingContext.prototype.getParameter = function(parameter) {
            if (parameter === 37445) return 'Intel Inc.';
            return getParameter.apply(this, arguments);
        };
    """
})

The Result: A setup that is virtually indistinguishable from a regular user, running in a headless Docker environment with zero external dependencies. No heavy “Anti-Detect” browsers, just pure, native Chromium control.

1.zip (15.6 KB)

5

“Apogeu” Protocol is good for marketing. I say this because this is all Automation 101. Industry standard practises when it comes to automation and web scraping. So far, depending on your needs ofc, you have a very good setup got web scraping. In my opinion, back in the day, in order to code one should have known how to, but nowadays we can make a perfect end result of a script for web scraping. Now with AI, you don’t need to have the knowledge, just write really detailed and in depth prompts of what you want to do or fix.