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docs(bot-detection): add GPU Acceleration to Kernel Features That Help (#346)
* docs(auth): mention GPU acceleration in Managed Auth feature list Surface the bot-detection benefit of GPU-enabled browsers for login flows on sites that fingerprint rendering output (canvas/WebGL). * docs(bot-detection): move GPU acceleration to bot-detection overview Drop the GPU bullet from the Managed Auth feature list — it belongs under Kernel Features That Help on the bot-detection overview, where the other anti-detection levers (stealth, proxies, profiles, computer controls) are listed. --------- Co-authored-by: ulziibay-kernel <253135130+ulziibay-kernel@users.noreply.github.com>
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browsers/bot-detection/overview.mdx

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@@ -47,6 +47,9 @@ Kernel automatically applies Patchright to remove automation fingerprints, inclu
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Controls the browser without using the Chrome DevTools Protocol (CDP), which can reduce bot detection signals.
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Emulates native keyboard and mouse input directly at the OS level and includes human-like [bezier curves](/browsers/computer-controls#move-the-mouse) by default.
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### [GPU Acceleration](/browsers/gpu-acceleration)
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Many detection systems fingerprint canvas and WebGL rendering output and cross-check it against the claimed GPU. Software-rendered browsers produce pixel hashes that don't match any real consumer GPU, which is a strong bot signal on sites with rendering-based fingerprinting. GPU-enabled Kernel browsers render through real hardware, producing output consistent with a normal user's device.
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## Getting Started
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Before you start automating your workflow, we recommend that you manually test your website to understand how it behaves with Kernel's browsers. Here's how to do that:

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