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  1. bmo_zx1

    How Cloudflare detects fake mouse movements (and how to fix yours)

    Been looking into why my Playwright scripts keep getting flagged even with stealth plugins. Spent some time analyzing what behavioral detection actually checks and thought I'd share what I found. Most bot mouse libraries generate movements using randomized Bezier curves. The problem is that...
  2. bmo_zx1

    What are your survival rates for IG accounts?

    I wanted to open a discussion and get some insight from the veterans here who are farming or managing accounts at scale right now Warm-up Protocols: If you are buying wholesale raw accounts how long are you letting them sit on a clean proxy before sending SMM followers? Are you doing 24 hours...
  3. bmo_zx1

    Hello! Cyber Security / Networks Master's Student Here

    Hey everyone, happy to finally join the forum. My background is in Cyber Security, Systems Technology, and Information Communication (Master's student & CCNA certified). Over the last year, I've transitioned heavily into Python automation, reverse engineering, and training custom PyTorch OCR...
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