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Unlocking the Power of AI: Discovering Deep Logic Bugs in Any Codebase | Bernhard Mueller | August 2025

Unlocking the Future of AI Auditing: Introducing Hound

In the rapidly evolving landscape of Artificial Intelligence, the Hound framework stands out as a pivotal tool for code auditing and quality assurance. Here’s what makes it essential:

  • Collaborative Auditing: Hound supports real-time collaboration among teams, allowing simultaneous reviews and insights from junior and senior auditors.
  • Dynamic Quality Assurance: The QA process is robust, employing a two-step verification to ensure findings are both defensible and relevant.
  • Versatile Application: While Solidity serves as a reference language, Hound is designed to be language-agnostic, ensuring broad applicability across various coding environments.

Recent evaluations reveal impressive results. In the Code4rena SecondSwap contest, Hound achieved a 33.3% detection rate, placing in the top ranks among 294 participants.

The roadmap for Hound includes exciting potential features, such as automatic proof-of-concept generation and enhanced modeling capabilities.

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