Independent research in AI security
HifiCoin.ai
HifiCoin.ai explores how large language models, autonomous AI agents, and modern security tools can help discover vulnerabilities in increasingly complex enterprise software.
Our mission is to make vulnerability discovery more intelligent, scalable, and continuous.
Explore Our Research
Mission
Rethinking Vulnerability Discovery with AI
Modern enterprise software is increasingly complex, while security testing remains highly dependent on manual expertise and point-in-time assessments.
HifiCoin.ai is researching how LLMs can work together with security tools and human expertise to identify, analyze, validate, and ultimately help manage software vulnerabilities.
Our current focus is practical experimentation against systems where security testing is explicitly authorized, including public bug bounty programs.
Blogs
Vulnerability research, real-world discoveries, and lessons learned.
Research and field notes coming soon.