PromptTrace

Welcome to PromptTrace, your completely free, open-source sanctuary for mastering the often-tricky world of Generative AI security. In today's landscape, understanding how Large Language Models (LLMs) operate—from the foundational system prompts that guide them to complex integrations like Retrieval Augmented Generation (RAG) and function calling—is no longer optional; it’s essential for anyone building or deploying AI solutions. PromptTrace strips away the complexity and the paywalls, offering you a hands-on environment where you can truly learn by doing. Imagine getting crystal clear visibility into the entire prompt stack for every single request you make. This isn't just theory; it's a live sandbox where you can safely explore the inner workings of these powerful systems, demystifying the magic behind the curtain so you can build more robust and secure applications from the ground up. We believe that understanding security threats is the best defense, and PromptTrace is built to give you that edge.

This platform is designed as a comprehensive training ground, moving you seamlessly from foundational knowledge to advanced defensive strategies. You’ll find seven distinct, interactive labs designed to teach you the core concepts of GenAI security. But learning is only half the battle; true mastery comes from practice. That’s why we’ve integrated a challenging 10-level Gauntlet where you can actively practice real-world attacks against live models. You get to step into the shoes of both the attacker and the defender, gaining invaluable perspective on vulnerabilities like prompt injection, data leakage, and adversarial inputs. Track your progress, compare your defensive skills on the public leaderboard, and build a reputation for security expertise with your own public profile. It’s gamified learning focused entirely on the most critical aspect of modern AI deployment.

Since PromptTrace is currently in an active beta phase, we are deeply invested in making this the best resource available, and that means your experience matters. There is absolutely no catch, no hidden subscription waiting to ambush you; it is entirely free because we are committed to fostering a more secure AI ecosystem for everyone. Whether you are a developer looking to harden your next product, a security professional pivoting to AI threats, or simply a curious enthusiast wanting to understand the risks, PromptTrace provides the practical, accessible training you need. Dive in today, start tackling the labs, and help us shape the future of AI security education with your feedback.