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Self-hosted, invisible CAPTCHA that detects AI agents driving real browsers. GDPR, WCAG 2.2 AA, and EAA: no cookies, no third-party data sharing, and no visual or audio puzzle. With a false-positive budget enforced in CI. Proof of work, drop-in for Turnstile and reCAPTCHA.

  • anti-bot
  • behavioral-analysis
  • bot-detection
  • captcha

Louvain community detection for Javascript (http://arxiv.org/abs/0803.0476) (http://en.wikipedia.org/wiki/Community_structure#The_Louvain_method).

TranslatedDeepSeek Blue Big Fat Fish Elimination Plan: a Chrome / Edge / Firefox browser extension that identifies and cleans up bot accounts (大肥鱼, Dafeiyu, "big fat fish") driven by the DeepSeek large model and AI agents in Bilibili comment sections. Offline rules + precise judgment by the DeepSeek API, AI comment detection, profile page identification, and one-click clearing by 鲸鱼娘 (Jingyuniang, "whale girl"). DeepSeek AI bot detector for Bilibili comments.