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💀 PHP unused code detection via PHPStan extension. Detects dead cycles, supports libs like Laravel, Symfony, Twig, Doctrine, PHPUnit etc. Can automatically remove dead PHP code. Able to detect dead code used only in tests. Finds unused methods, constants, properties and enum cases.

  • dead
  • phpstan
  • phpstan-rules
  • unused-code

Build AI text detectors whose decisions are mechanistically grounded and human-auditable (EMNLP 2026)

  • ai-text-detection
  • explainable-ai
  • interpretability
  • mechanistic-interpretability

The Universal Device Detection library will parse any User Agent and detect the browser, operating system, device used (desktop, tablet, mobile, tv, cars, console, etc.), brand and model.

  • c-sharp
  • dotnet
  • detection-library
  • user-agent

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

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.