Autonomous
Cyber Reasoning
System
AI-powered vulnerability discovery that runs for days without human intervention. Reverse engineering, fuzzing, and exploit development — fully autonomous.
AI-powered vulnerability discovery that runs for days without human intervention. Reverse engineering, fuzzing, and exploit development — fully autonomous.
Modern software ships faster than security teams can audit. Manual vulnerability research is slow, expensive, and doesn't scale. Critical bugs slip through.
Existing tools find known patterns but miss novel vulnerabilities. They require constant human supervision and produce overwhelming false positives.
0xHunter changes this by bringing autonomous AI reasoning to vulnerability discovery.
Built to help organizations find and fix vulnerabilities in their own software before attackers do. Proactive defense, not offense.
Designed for authorized security testing only. All findings include remediation guidance and support responsible disclosure practices.
Integrates with existing security workflows, CI/CD pipelines, and bug bounty programs. Audit logs for compliance.
Not a scanner. Not a chatbot. An autonomous reasoning system that thinks, adapts, and hunts.
Self-healing execution. Compilation failed? The system reads the error, fixes the code, and retries automatically.
A supervisor coordinating specialized workers. Each agent is an LLM expert in its domain.
Upload the binary and walk away. The system runs autonomously until you stop it.
Crash hunting via fuzzing AND logic bug hunting via reasoning — running in parallel.
Findings from one track feed the other. Auth bypass? Fuzz that path aggressively.
Every agent is an LLM. Tools are skills. Reasoning discovers what scripts cannot.
Built on LangGraph with stateful orchestration and persistent memory.
Coordinator & Resource Allocator
Memory Corruption Track
Logic Bug Track
Shared Advisors
Each agent is an LLM expert specialized in its domain.
Binary mapping & attack surface analysis
Dynamic observation & runtime data collection
C/C++ harness writing with self-healing
Coverage-guided mutation testing
Symbolic execution & constraint solving
Crash analysis & exploitability assessment
Expected behavior extraction from docs
State machine modeling & transition analysis
Trust boundary & privilege analysis
Attack hypothesis generation
Scenario-based test execution
Behavior validation & bug confirmation
Founder & Developer
Building autonomous systems at the intersection of AI and cybersecurity.
0xHunter is currently in development. Check out our GitHub to follow the progress or get in touch to discuss collaboration opportunities.