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Using AI Agents for Code Auditing: Full Walkthrough on Finding Security Bugs in a Rust REST Server with Hound

published on 2025-09-08 02:58:25 UTC by /u/Rude_Ad3947
Content:

Hey r/netsec,

As a security researcher, I've been exploring ways to leverage AI for more effective code audits. In my latest Medium article, I dive into a complete end-to-end walkthrough using Hound, an open-source AI agent designed for code security analysis. Originally built for smart contracts, it generalizes well to other languages.

What's in the tutorial:

  • Introduction to Hound and its knowledge graph approach
  • Setup: Selecting and preparing a Rust codebase
  • Building aspect graphs (e.g., system architecture, data flows)
  • Running the audit: Generating hypotheses on vulnerabilities
  • QA: Eliminating false positives
  • Reviewing findings: A real issue uncovered
  • Exporting reports and key takeaways

At the end of the article, we create a quick proof-of-concept for one of the tool's findings.

The full post Is here:

https://medium.com/@muellerberndt/hunting-for-security-bugs-in-code-with-ai-agents-a-full-walkthrough-a0dc24e1adf0

Use it responsibly for ethical auditing only.

submitted by /u/Rude_Ad3947
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Article: Using AI Agents for Code Auditing: Full Walkthrough on Finding Security Bugs in a Rust REST Server with Hound - published 29 days ago.

https://www.reddit.com/r/netsec/comments/1nbclku/using_ai_agents_for_code_auditing_full/   
Published: 2025 09 08 02:58:25
Received: 2025 09 08 03:38:33
Feed: /r/netsec - Information Security News and Discussion
Source: /r/netsec - Information Security News and Discussion
Category: Cyber Security
Topic: Cyber Security
Views: 11

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