Taught myself to code 5 months ago and built a live 7-layer AI defense system (testyourllm.com)

A self-taught coder has successfully developed a sophisticated seven-layer AI defense system that operates on live internet-facing infrastructure. This innovative system addresses cybersecurity threats by employing distinct layers that communicate seamlessly with one another, ensuring there are no dead ends or silent failures. The architecture's design allows it to adapt and strengthen over time, becoming increasingly resilient against real attackers using genuine data. This advancement is significant for the AI/ML community as it showcases the potential for automating cybersecurity through layered defense strategies. Each layer plays a critical role in identifying vulnerabilities, highlighting the importance of connectivity between components in building a robust defense mechanism. Notably, the system can also be tested by pointing it at a local language model endpoint, providing users with insights into potential weaknesses and responses. This project's success demonstrates the power of self-directed learning in technical fields and presents a scalable model for enhancing cybersecurity practices through AI.