Zerix1337/LLMStrike

LLMStrike is a pedagogical tool categorized as a 'vulnerable-by-design' application, similar in spirit to Damn Vulnerable Web App (DVWA) but for the LLM era. With only 1 star and minimal activity, it currently functions as a personal project or a niche tutorial rather than a competitive software product. Its defensibility is near zero because the value lies entirely in the instructional content, which is easily replicated or surpassed by established security training platforms. Competitively, it faces stiff opposition from more mature projects like Lakera's 'Gandalf' (which has massive viral traction), the OWASP Top 10 for LLMs educational materials, and professional red-teaming labs from vendors like PentesterLab or TryHackMe. Frontier labs (OpenAI/Anthropic) are unlikely to build this directly, but they are rapidly building native safety guardrails (System Prompts, Moderation APIs) that may render the specific vulnerabilities demonstrated here obsolete or harder to trigger in modern models. The displacement horizon is very short, as the LLM security space is moving quickly toward automated red-teaming tools (like Garak or PyRIT) rather than static lab environments.