---
id: 4648
title: "Inside the brain of a hacking robot: Exploring traces | AI Cyber Challenge"
source_domain: theori.io
source_url: "https://theori.io/blog/exploring-traces-63950"
published_at: "2025-08-08 19:25"
tags: ["ai-security", "vulnerability-discovery", "aixcc", "sqlite", "llm-agents", "nginx", "agent-traces"]
phying_url: "https://phying.com/item/4648"
lang: en
---

# Inside the brain of a hacking robot: Exploring traces | AI Cyber Challenge

## Summary

Walkthroughs of agent trajectories from Theori’s autonomous hacking system: how LLM agents found bugs in SQLite, FreeRDP, Nginx and more during AIxCC practice runs, and what the logs reveal.

## Intelligence Metadata

- **Sources:** theori.io
- **Published:** 2025-08-08 19:25
- **Original:** https://theori.io/blog/exploring-traces-63950
- **Phying News:** https://phying.com/item/4648