Every day, millions of web applications are hacked — yet most developers have never actually tried breaking code themselves. Meanwhile, attackers are already using AI, and they’re moving faster than defenders can keep up.
HackLoop is an AI-native Capture-the-Flag platform where both students and AI models compete to exploit real-world web vulnerabilities — SQL injection, XSS, command injection, and more.
What makes it different? AI doesn’t just solve challenges — it creates them. Every attempt, every failure, and every successful exploit is captured and fed back into the system, forming a continuous learning loop that trains smarter security models.
The result is a living benchmark for AI security capabilities, an accessible training ground for the next generation of engineers, and — looking ahead — AI agents that can automatically audit any commercial website.
HackLoop: Train humans. Benchmark AI. Secure the web.
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