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[Tanwydd]

Developer. Contact center automation & anti-detection systems. Building things that blend in.

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Phantomime: I Spent Three Articles Explaining Bot Detection. Here's the Library I Built to Beat It.
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Phantomime: I Spent Three Articles Explaining Bot Detection. Here's the Library I Built to Beat It.

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6 min read
Mouse Movement, Typing Speed, and Why Your Bot Still Gets Caught After Fixing TLS
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Mouse Movement, Typing Speed, and Why Your Bot Still Gets Caught After Fixing TLS

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5 min read
How Your Canvas Fingerprint Gets You Caught (And Why Random Noise Makes It Worse)
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How Your Canvas Fingerprint Gets You Caught (And Why Random Noise Makes It Worse)

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5 min read
Why Playwright Gets You Blocked Even With Proxies
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Why Playwright Gets You Blocked Even With Proxies

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4 min read
Building a Self-Hosted Bot Management Platform with Docker, FastAPI and React
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Building a Self-Hosted Bot Management Platform with Docker, FastAPI and React

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5 min read
Detecting Deepfake Audio in Python: Why the Threshold Matters More Than the Model
Cover image for Detecting Deepfake Audio in Python: Why the Threshold Matters More Than the Model

Detecting Deepfake Audio in Python: Why the Threshold Matters More Than the Model

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5 min read
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