Augustus is a new security testing tool designed to identify vulnerabilities in large language models (LLMs), focusing on prompt injection and other attack vectors. Built in Go, it offers faster execution and lower memory usage compared to its Python-based predecessors. With over 210 vulnerability probes, it helps operators assess the security of various LLM providers efficiently.

PromptMe is an educational project that highlights security vulnerabilities in large language model (LLM) applications, featuring 10 hands-on challenges based on the OWASP LLM Top 10. Aimed at AI security professionals, it provides a platform to explore risks and mitigation strategies, using Python and the Ollama framework. Users can set up the application to learn about vulnerabilities through CTF-style challenges, with solutions available for beginners.