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[Tanwydd]

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

Joined on Apr 12, 2026

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6 posts published

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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.

#python #webdev #automation #opensource

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

#webscraping #botdetection #browserautomation #cybersecurity

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)

#webdev #security #javascript #automation

5 min read

Why Playwright Gets You Blocked Even With Proxies

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Why Playwright Gets You Blocked Even With Proxies

#python #playwright #webscraping #cybersecurity

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

#python #docker #fastapi #devops

5 min read

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

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

#ai #machinelearning #python #security

5 min read

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